Dr Xin Yu
Grant-Funded Researcher (D) - Industrial AI
School of Computer Science and Information Technology
College of Engineering and Information Technology
Eligible to supervise Masters and PhD - email supervisor to discuss availability.
I am Xin Yu, an Associate Professor at the University of Adelaide (Dec 2025 – present). My research focuses on computer vision and machine learning, with a particular interest in enabling technologies that improve accessibility and understanding through visual intelligence. I received my PhD degree in Computer Science from the Australian National University, and a PhD degree in Communication and Information Engineering from Tsinghua University. Currently, I am a Visiting Faculty Researcher at Google (2024–-Present), and leading a Visual Intelligence Group at the Australian Institute for Machine Learning (AIML).
I am the recipient of several prestigious awards, including the Australian Research Council (ARC) Discovery Early Career Researcher Award (DECRA, 2023–2025), the Google Research Scholar Program Award (2021), and the Google Inclusion Research Award (2023). I was also honoured with the Queensland Young Tall Poppy Science Award from the Australian Institute of Policy and Science (AIPS). I also received the CORE Outstanding Research Contribution Award 2026 from the Computing Research and Education Association of Australasia (CORE).
I am actively looking for self-motivated PhD students. Multiple Postdoc positions are available.
Please visit my latest publications via my Google Scholar.
If you want to know more information about positions in my group, please visit my personal homepage.
| Language | Competency |
|---|---|
| English | Can read, write, speak, understand spoken and peer review |
| Date | Institution name | Country | Title |
|---|---|---|---|
| 2015 - 2019 | Australian National University | Australia | PhD |
| 2009 - 2015 | Tsinghua University | China | PhD |
| Year | Citation |
|---|---|
| 2026 | Liu, M., Yu, X., Xu, C., & Song, Y. (2026). Preface. Lecture Notes in Computer Science, 16370 LNAI, v-vi. |
| 2026 | Liu, M., Yu, X., Xu, C., & Song, Y. (2026). Preface. Lecture Notes in Computer Science, 16371 LNAI, v-vi. |
| 2026 | Wei, T., Chen, Z., Yu, X., Chapman, S., Melloy, P., & Huang, Z. (2026). A Large-Scale In-the-wild Dataset for Plant Disease Segmentation. Scientific Data, 13(1), 205-1-205-15. Scopus4 WoS3 Europe PMC2 |
| 2026 | Chen, Z., Yu, X., Tao, X., Li, Y., & Huang, Z. (2026). Cluster-aware prompt ensemble learning for few-shot vision-language model adaptation. Pattern Recognition, 172, 112596-1-112596-13. Scopus7 WoS9 |
| 2026 | Sheng, H., Shen, X., Du, H., & Yu, X. (2026). Mobile Auslan: A multimodal dialogue-centered sign language learning system. Computer Vision and Image Understanding, 265, 104646. |
| 2026 | Lin, Z., Wang, L., Jiang, Y., Wang, X., Liao, S., Shan, S., . . . Yu, X. (2026). Preface. Lecture Notes in Computer Science, 16163 LNCS, v-vi. |
| 2026 | Lin, Z., Wang, L., Jiang, Y., Wang, X., Liao, S., Shan, S., . . . Yu, X. (2026). Preface. Lecture Notes in Computer Science, 16162 LNCS, v-vi. |
| 2026 | Lin, Z., Wang, L., Jiang, Y., Wang, X., Liao, S., Shan, S., . . . Yu, X. (2026). Preface. Lecture Notes in Computer Science, 16161 LNCS, v-vi. |
| 2026 | Chen, Z., Luo, Y., Huang, Z., Li, J., Wang, S., & Yu, X. (2026). Distributed Zero-Shot Learning for Visual Recognition. IEEE Transactions on Multimedia, 1-12. |
| 2026 | Jiang, Y., Li, J., Tian, Y., Yao, J., Yu, X., Ye, W., & Cao, X. (2026). Positional Relation Contextual Mixing for Imbalanced Classification. Machine Learning, 115(3). |
| 2026 | Wang, S., Liu, Y., Lu, M., Wu, Z., Tian, S., Guo, Y., & Yu, X. (2026). Compression-Oriented Video Super-Resolution. IEEE Transactions on Image Processing, 35, 4040-4050. |
| 2026 | Yao, Y., Wang, Q., Zhao, D., You, M., Xiang, P., Asano, Y., . . . Ren, J. (2026). DFBSNet: Dual frequency-domain branch fusion and selection network for hyperspectral anomaly detection. Pattern Recognition, 180, 113967. Scopus7 |
| 2026 | Chen, H., Zhu, T., Wang, L., Yu, X., Gao, L., & Zhou, W. (2026). Safe and Reliable Diffusion Models via Subspace Projection. IEEE Transactions on Dependable and Secure Computing, 23(4), 1-14. |
| 2026 | Chen, L., Li, Z., Du, H., Zhang, Z., Cheng, D., Liu, G., . . . Li, X. (2026). FlyYOLO-SORT: A lightweight detection and multi-object tracking framework for tephritid fruit flies towards automated phytosanitary monitoring. Smart Agricultural Technology, 14, 102177. |
| 2026 | Teng, X., Zhao, D., Xiang, P., Yu, X., Li, Z., Hsu, C. C., . . . Ren, J. (2026). UAV-Based Multispectral Object Tracking with Positive-Negative Prompt Mining Network. IEEE Transactions on Geoscience and Remote Sensing, 64, 5515418. Scopus4 WoS4 |
| 2026 | Li, Z., Wang, X., Wu, Z., Yong, M., De Meyer, M., Bourtzis, K., . . . Li, X. (2026). Tephritid26: A standardized, multi-angle image dataset of quarantine-significant true fruit flies for deep learning-based identification.. Sci Data. |
| 2025 | Jiang, W., Zhao, D., Wang, C., Yu, X., Arun, P. V., Asano, Y., . . . Zhou, H. (2025). Hyperspectral video object tracking with cross-modal spectral complementary and memory prompt network. Knowledge Based Systems, 330, 114595. Scopus39 WoS37 |
| 2025 | Wu, H., Zhao, M., Hu, Z., Fan, C., Li, L., Chen, W., . . . Yu, X. (2025). ICE: Interactive 3D Game Character Facial Editing via Dialogue. IEEE Transactions on Multimedia, 27, 3210-3223. Scopus3 WoS3 |
| 2025 | Du, X., Sun, H., Lu, M., Zhu, T., & Yu, X. (2025). DreamCar: Leveraging Car-Specific Prior for In-the-Wild 3D Car Reconstruction. IEEE Robotics and Automation Letters, 10(2), 1840-1847. Scopus2 WoS1 |
| 2025 | Ma, Y., Wang, S., Ding, Y., Ma, B., Lv, T., Fan, C., . . . Yu, X. (2025). TalkCLIP: Talking Head Generation with Text-Guided Expressive Speaking Styles. IEEE Transactions on Multimedia, 27, 6335-6346. Scopus10 WoS3 |
| 2025 | Cao, X., Xu, M., Yu, X., Yao, J., Ye, W., Huang, S., . . . Shen, H. T. (2025). Analytical Survey of Learning with Low-Resource Data: From Analysis to Investigation. ACM Computing Surveys, 58(6), 1-47. Scopus26 WoS27 |
| 2024 | Song, X., Liu, C., Zheng, Y., Feng, Z., Li, L., Zhou, K., & Yu, X. (2024). HairStyle Editing via Parametric Controllable Strokes. IEEE Transactions on Visualization and Computer Graphics, 30(7), 3857-3870. Scopus5 WoS5 Europe PMC1 |
| 2024 | Xu, Q., Chen, H., Du, H., Zhang, H., Łukasik, S., Zhu, T., & Yu, X. (2024). M³A: A multimodal misinformation dataset for media authenticity analysis. Computer Vision and Image Understanding, 249, 104205-1-104205-13. Scopus13 WoS6 |
| 2024 | Zhao, Y., Liu, B., Zhu, T., Ding, M., Yu, X., & Zhou, W. (2024). Proactive image manipulation detection via deep semi-fragile watermark. Neurocomputing, 585, 127593-1-127593-14. Scopus37 WoS28 |
| 2024 | Sheng, H., Shen, X., Du, H., Zhang, H., Huang, Z., & Yu, X. (2024). AI empowered Auslan learning for parents of deaf children and children of deaf adults. AI and Ethics, 4(4), 877-887. |
| 2024 | Du, X., Yu, X., Liu, J., Dai, B., & Xu, F. (2024). Ethics-aware face recognition aided by synthetic face images. Neurocomputing, 600, 128129. Scopus8 WoS6 |
| 2024 | Wang, S., Ma, Y., Ding, Y., Hu, Z., Fan, C., Lv, T., . . . Yu, X. (2024). StyleTalk++: A Unified Framework for Controlling the Speaking Styles of Talking Heads. IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(6), 4331-4347. Scopus17 WoS10 Europe PMC2 |
| 2024 | Guan, S., Yu, X., Huang, W., Fang, G., & Lu, H. (2024). DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action Recognition. IEEE Transactions on Image Processing, 33, 395-407. Scopus20 WoS19 Europe PMC7 |
| 2024 | Zhang, W., Li, L., Ding, Y., Chen, W., Deng, Z., & Yu, X. (2024). Detecting Facial Action Units From Global-Local Fine-Grained Expressions. IEEE transactions on circuits and systems for video technology (Print), 34(2), 983-994. Scopus15 WoS9 |
| 2024 | Liu, C., Li, P., Zhang, H., Li, L., Huang, Z., Wang, D., & Yu, X. (2024). BAVS: Bootstrapping Audio-Visual Segmentation by Integrating Foundation Knowledge. IEEE Transactions on Multimedia, 26, 10015-10028. Scopus28 WoS12 |
| 2024 | Rao, Q., Yu, X., Li, G., & Zhu, L. (2024). CMGNet: Collaborative multi-modal graph network for video captioning. Computer Vision and Image Understanding, 238, 103864. Scopus8 WoS7 |
| 2024 | Qi, X., Liu, C., Li, L., Hou, J., Xin, H., & Yu, X. (2024). EmotionGesture: Audio-Driven Diverse Emotional Co-Speech 3D Gesture Generation. IEEE Transactions on Multimedia, 26, 10420-10430. Scopus28 WoS10 |
| 2024 | Hu, Z., Tang, J., Li, L., Hou, J., Xin, H., Yu, X., & Bu, J. (2024). MarkerNet: A divide-and-conquer solution to motion capture solving from raw markers. Computer Animation and Virtual Worlds, 35(1), 19 pages. Scopus6 WoS4 |
| 2024 | Fu, H., Yu, X., Li, L., & Zhang, L. (2024). CBARF: Cascaded Bundle-Adjusting Neural Radiance Fields From Imperfect Camera Poses. IEEE Transactions on Multimedia, 26, 9304-9315. Scopus11 WoS5 |
| 2024 | Zhao, M., Qi, X., Hu, Z., Li, L., Zhang, Y., Huang, Z., & Yu, X. (2024). Calligraphy Font Generation via Explicitly Modeling Location-Aware Glyph Component Deformations. IEEE Transactions on Multimedia, 26, 5939-5950. Scopus5 WoS5 |
| 2024 | Zhou, S., Zhu, T., Ye, D., Yu, X., & Zhou, W. (2024). Boosting Model Inversion Attacks With Adversarial Examples. IEEE Transactions on Dependable and Secure Computing, 21(3), 1451-1468. Scopus23 WoS18 |
| 2024 | Gao, C., Yang, Q., Kim, M. E., Khairi, N. M., Cai, L. Y., Newlin, N. R., . . . Landman, B. A. (2024). Characterizing patterns of diffusion tensor imaging variance in aging brains. Journal of Medical Imaging, 11(4), 44007. |
| 2023 | Xu, Y., Zhou, C., Yu, X., & Yang, Y. (2023). Cyclic Self-Training With Proposal Weight Modulation for Cross-Supervised Object Detection. IEEE Transactions on Image Processing, 32, 1992-2002. Scopus23 WoS21 Europe PMC4 |
| 2023 | Yu, X., Tang, Y., Yang, Q., Lee, H. H., Gao, R., Bao, S., . . . Landman, B. A. (2023). Longitudinal Variability Analysis on Low-dose Abdominal CT with Deep Learning-based Segmentation. Progress in Biomedical Optics and Imaging Proceedings of SPIE, 12464, 7 pages. Scopus3 WoS2 Europe PMC2 |
| 2023 | Ramadass, K., Yu, X., Cai, L. Y., Tang, Y., Bao, S., Kerley, C., . . . Landman, B. A. (2023). Deep whole brain segmentation of 7T structural MRI. Progress in Biomedical Optics and Imaging Proceedings of SPIE, 12464, 8 pages. Scopus1 |
| 2023 | Yu, X., Yang, Q., Zhou, Y., Cai, L. Y., Gao, R., Lee, H. H., . . . Tang, Y. (2023). UNesT: Local spatial representation learning with hierarchical transformer for efficient medical segmentation. Medical Image Analysis, 90, 102939. Scopus97 WoS81 Europe PMC41 |
| 2023 | Ma, Y., Wang, S., Hu, Z., Fan, C., Lv, T., Ding, Y., . . . Yu, X. (2023). StyleTalk: One-Shot Talking Head Generation with Controllable Speaking Styles. Proceedings of the 37th Aaai Conference on Artificial Intelligence Aaai 2023, 37(2), 1896-1904. Scopus81 WoS54 |
| 2023 | Shi, Y., Yu, X., Liu, L., Campbell, D., Koniusz, P., & Li, H. (2023). Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(3), 2682-2697. Scopus56 WoS41 Europe PMC2 |
| 2023 | Mao, Y., Wan, Z., Dai, Y., & Yu, X. (2023). Deep Idempotent Network for Efficient Single Image Blind Deblurring. IEEE Transactions on Circuits and Systems for Video Technology, 33(1), 172-185. Scopus44 WoS36 |
| 2023 | Bao, S., Cui, C., Li, J., Tang, Y., Lee, H. H., Deng, R., . . . Huo, Y. (2023). Topological-Preserving Membrane Skeleton Segmentation in Multiplex Immunofluorescence Imaging. Progress in Biomedical Optics and Imaging Proceedings of SPIE, 12471, 10 pages. Scopus1 |
| 2022 | Chen, X., Jiang, Y., Choi, S., Pohmann, R., Scheffler, K., Kleinfeld, D., & Yu, X. (2022). Erratum: Assessment of single-vessel cerebral blood velocity by phase contrast fMRI (PLoS Biol (2021) 19:9 (e3000923) DOI: 10.1371/journal.pbio.3000923). Plos Biology, 20(12), e3001951. |
| 2022 | Fan, H., Yu, X., Yang, Y., & Kankanhalli, M. (2022). Deep Hierarchical Representation of Point Cloud Videos via Spatio-Temporal Decomposition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(12), 9918-9930. Scopus55 WoS42 Europe PMC3 |
| 2022 | Shi, Y., Campbell, D., Yu, X., & Li, H. (2022). Geometry-Guided Street-View Panorama Synthesis From Satellite Imagery. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(12), 10009-10022. Scopus47 WoS33 Europe PMC2 |
| 2022 | Ma, F., Wu, Y., Yu, X., & Yang, Y. (2022). Learning With Noisy Labels via Self-Reweighting From Class Centroids. IEEE Transactions on Neural Networks and Learning Systems, 33(11), 6275-6285. Scopus41 WoS40 Europe PMC4 |
| 2022 | Zhang, Y., Yu, X., Lu, X., & Liu, P. (2022). Pro-UIGAN: Progressive Face Hallucination From Occluded Thumbnails. IEEE Transactions on Image Processing, 31, 3236-3250. Scopus18 WoS15 Europe PMC3 |
| 2022 | Pan, L., Hartley, R., Scheerlinck, C., Liu, M., Yu, X., & Dai, Y. (2022). High Frame Rate Video Reconstruction Based on an Event Camera. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(5), 2519-2533. Scopus93 WoS82 Europe PMC11 |
| 2022 | Xu, Y., Yu, X., Zhang, J., Zhu, L., & Wang, D. (2022). Weakly Supervised RGB-D Salient Object Detection with Prediction Consistency Training and Active Scribble Boosting. IEEE Transactions on Image Processing, 31, 2148-2161. Scopus65 WoS61 Europe PMC6 |
| 2022 | Zheng, Y., Yu, X., Liu, M., & Zhang, S. (2022). Single-Image Deraining via Recurrent Residual Multiscale Networks. IEEE Transactions on Neural Networks and Learning Systems, 33(3), 1310-1323. Scopus28 WoS24 Europe PMC9 |
| 2022 | Zhang, Y., Tsang, I. W., Luo, Y., Hu, C., Lu, X., & Yu, X. (2022). Recursive Copy and Paste GAN: Face Hallucination From Shaded Thumbnails. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(8), 4321-4338. Scopus22 WoS18 Europe PMC3 |
| 2022 | Wang, S., Li, L., Ding, Y., & Yu, X. (2022). One-Shot Talking Face Generation from Single-Speaker Audio-Visual Correlation Learning. Proceedings of the 36th Aaai Conference on Artificial Intelligence Aaai 2022, 36(3), 2531-2539. Scopus123 WoS96 |
| 2022 | Tang, T., Du, H., Yu, X., & Yang, Y. (2022). Monocular Camera-Based Point-Goal Navigation by Learning Depth Channel and Cross-Modality Pyramid Fusion. Proceedings of the 36th Aaai Conference on Artificial Intelligence Aaai 2022, 36(5), 5422-5430. Scopus10 WoS6 |
| 2022 | Han, C., Yu, X., Gao, C., Sang, N., & Yang, Y. (2022). Single image based 3D human pose estimation via uncertainty learning. Pattern Recognition, 132, 108934-1-108934-14. Scopus35 WoS32 |
| 2022 | Fan, H., Zhuo, T., Yu, X., Yang, Y., & Kankanhalli, M. (2022). Understanding Atomic Hand-Object Interaction With Human Intention. IEEE Transactions on Circuits and Systems for Video Technology, 32(1), 275-285. Scopus30 WoS24 |
| 2021 | Xu, Y., Zhou, C., Yu, X., Xiao, B., & Yang, Y. (2021). Pyramidal Multiple Instance Detection Network with Mask Guided Self-Correction for Weakly Supervised Object Detection. IEEE Transactions on Image Processing, 30, 3029-3040. Scopus55 WoS49 Europe PMC11 |
| 2021 | Quan, R., Wu, Y., Yu, X., & Yang, Y. (2021). Progressive transfer learning for face anti-spoofing. IEEE Transactions on Image Processing, 30, 3946-3955. Scopus74 WoS55 Europe PMC8 |
| 2021 | Zhang, Y., Tsang, I. W., Li, J., Liu, P., Lu, X., & Yu, X. (2021). Face Hallucination with Finishing Touches. IEEE Transactions on Image Processing, 30, 1728-1743. Scopus35 WoS29 Europe PMC5 |
| 2021 | Li, L., Wang, S., Zhang, Z., Ding, Y., Zheng, Y., Yu, X., & Fan, C. (2021). Write-a-speaker: Text-based Emotional and Rhythmic Talking-head Generation. 35th Aaai Conference on Artificial Intelligence Aaai 2021, 3A(3), 1911-1920. Scopus65 WoS53 |
| 2021 | Ding, Y., Yu, X., & Yang, Y. (2021). Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image Segmentation. 35th Aaai Conference on Artificial Intelligence Aaai 2021, 2A(2), 1246-1254. Scopus36 WoS27 |
| 2020 | Qian, W., Yu, X., & Qian, C. (2020). Wireless Powered Encoding and Broadcasting of Frequency Modulated Detection Signals. IEEE ACCESS, 8, 200450-200460. WoS1 Europe PMC1 |
| 2020 | Yu, X., Fernando, B., Hartley, R., & Porikli, F. (2020). Semantic face hallucination: Super-resolving very low-resolution face images with supplementary attributes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 42(11), 2926-2943. Scopus45 WoS37 Europe PMC7 |
| 2020 | Drew, P. J., Mateo, C., Turner, K. L., Yu, X., & Kleinfeld, D. (2020). Ultra-slow Oscillations in fMRI and Resting-State Connectivity: Neuronal and Vascular Contributions and Technical Confounds. Neuron, 107(5), 782-804. Scopus127 WoS116 Europe PMC143 |
| 2020 | Yu, X., Shiri, F., Ghanem, B., & Porikli, F. (2020). Can We See More? Joint Frontalization and Hallucination of Unaligned Tiny Faces. IEEE Transactions on Pattern Analysis and Machine Intelligence, 42(9), 2148-2164. Scopus35 WoS27 Europe PMC7 |
| 2020 | Qian, W., Yu, X., & Qian, C. (2020). Wireless Reconfigurable RF Detector Array for Focal and Multiregional Signal Enhancement. IEEE ACCESS, 8, 136594-136604. WoS5 Europe PMC7 |
| 2020 | Wang, Z., Yu, X., Lu, M., Wang, Q., Qian, C., & Xu, F. (2020). Single image portrait relighting via explicit multiple reflectance channel modeling. ACM Transactions on Graphics, 39(6), 1-13. Scopus97 WoS83 |
| 2020 | Yu, X., Porikli, F., Fernando, B., & Hartley, R. (2020). Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks. International Journal of Computer Vision, 128(2), 500-526. Scopus37 WoS33 |
| 2019 | Chen, X., Sobczak, F., Chen, Y., Jiang, Y., Qian, C., Lu, Z., . . . Yu, X. (2019). Mapping optogenetically-driven single-vessel fMRI with concurrent neuronal calcium recordings in the rat hippocampus. Nature Communications, 10(1), 12 pages. Scopus37 WoS59 Europe PMC50 |
| 2019 | Chen, Y., Pais-Roldan, P., Chen, X., Frosz, M. H., & Yu, X. (2019). MRI-guided robotic arm drives optogenetic fMRI with concurrent Ca2+ recording. Nature Communications, 10(1), 11 pages. Scopus27 WoS23 Europe PMC25 |
| 2019 | Pais-Roldán, P., Edlow, B. L., Jiang, Y., Stelzer, J., Zou, M., & Yu, X. (2019). Multimodal assessment of recovery from coma in a rat model of diffuse brainstem tegmentum injury. Neuroimage, 189, 615-630. Scopus27 WoS21 Europe PMC29 |
| 2019 | Yan, H., Yu, X., Zhang, Y., Zhang, S., Zhao, X., & Zhang, L. (2019). Single Image Depth Estimation with Normal Guided Scale Invariant Deep Convolutional Fields. IEEE Transactions on Circuits and Systems for Video Technology, 29(1), 80-92. Scopus29 WoS27 |
| 2019 | Shiri, F., Yu, X., Porikli, F., Hartley, R., & Koniusz, P. (2019). Identity-Preserving Face Recovery from Stylized Portraits. International Journal of Computer Vision, 127(6-7), 863-883. Scopus21 WoS17 |
| 2018 | Pais-Roldán, P., Biswal, B., Scheffler, K., & Yu, X. (2018). Identifying respiration-related aliasing artifacts in the rodent resting-state fMRI. Frontiers in Neuroscience, 12(NOV), 14 pages. Scopus25 WoS24 Europe PMC33 |
| 2018 | Yu, X., & Porikli, F. (2018). Imagining the Unimaginable Faces by Deconvolutional Networks. IEEE Transactions on Image Processing, 27(6), 2747-2761. Scopus32 WoS30 Europe PMC9 |
| 2018 | Wang, M., He, Y., Sejnowski, T. J., & Yu, X. (2018). Brain-state dependent astrocytic Ca2+ signals are coupled to both positive and negative BOLD-fMRI signals. Proceedings of the National Academy of Sciences of the United States of America, 115(7), E1647-E1656. Scopus91 WoS91 Europe PMC91 |
| 2018 | He, Y., Wang, M., Chen, X., Pohmann, R., Polimeni, J. R., Scheffler, K., . . . Yu, X. (2018). Ultra-Slow Single-Vessel BOLD and CBV-Based fMRI Spatiotemporal Dynamics and Their Correlation with Neuronal Intracellular Calcium Signals. Neuron, 97(4), 925-939.e5. Scopus102 WoS99 Europe PMC120 |
| 2018 | Li, L., Zhang, S., Yu, X., & Zhang, L. (2018). PMSC: PatchMatch-Based Superpixel Cut for Accurate Stereo Matching. IEEE Transactions on Circuits and Systems for Video Technology, 28(3), 679-692. Scopus87 WoS78 |
| 2017 | Chung, S., Jeong, J. H., Ko, S., Yu, X., Kim, Y. H., Isaac, J. T. R., & Koretsky, A. P. (2017). Peripheral Sensory Deprivation Restores Critical-Period-like Plasticity to Adult Somatosensory Thalamocortical Inputs. Cell Reports, 19(13), 2707-2717. Scopus29 WoS29 Europe PMC30 |
| 2017 | Li, L., Yu, X., Zhang, S., Zhao, X., & Zhang, L. (2017). 3D Cost aggregation with multiple minimum spanning trees for stereo matching. Applied Optics, 56(12), 3411-3420. Scopus82 WoS64 Europe PMC10 |
| 2017 | Yu, X., & Porikli, F. (2017). Face hallucination with tiny unaligned images by transformative discriminative neural networks. 31st Aaai Conference on Artificial Intelligence Aaai 2017, 31(1), 4327-4333. Scopus80 WoS58 |
| 2016 | Pais-Roldán, P., Singh, A. P., Schulz, H., & Yu, X. (2016). High magnetic field induced otolith fusion in the zebrafish larvae. Scientific Reports, 6(1), 11 pages. Scopus16 WoS14 Europe PMC8 |
| 2016 | Yu, X., He, Y., Wang, M., Merkle, H., Dodd, S. J., Silva, A. C., & Koretsky, A. P. (2016). Sensory and optogenetically driven single-vessel fMRI. Nature Methods, 13(4), 337-340. Scopus88 WoS88 Europe PMC106 |
| 2015 | Zhang, S., Sui, Y., Zhao, S., Yu, X., & Zhang, L. (2015). Multi-local-task learning with global regularization for object tracking. Pattern Recognition, 48(12), 3881-3894. Scopus23 WoS20 |
| 2015 | Zhang, S., Sui, Y., Yu, X., Zhao, S., & Zhang, L. (2015). Hybrid support vector machines for robust object tracking. Pattern Recognition, 48(8), 2474-2488. Scopus33 WoS30 |
| 2015 | Zhang, S., Yu, X., Sui, Y., Zhao, S., & Zhang, L. (2015). Object tracking with multi-view support vector machines. IEEE Transactions on Multimedia, 17(3), 265-278. Scopus114 WoS91 |
| 2015 | Sui, Y., Zhao, X., Zhang, S., Yu, X., Zhao, S., & Zhang, L. (2015). Self-expressive tracking. Pattern Recognition, 48(9), 2872-2884. Scopus12 WoS11 |
| 2015 | Yu, X., Zhang, S., Zhao, X., & Zhang, L. (2015). Removing blur kernel noise via a hybrid lp norm. Journal of Electronic Imaging, 24(1), 19 pages. Scopus4 WoS3 |
| 2014 | Qian, C., Yu, X., Pothayee, N., Dodd, S., Bouraoud, N., Star, R., . . . Koretsky, A. (2014). Live nephron imaging by MRI. American Journal of Physiology Renal Physiology, 307(10), F1162-F1168. Scopus17 WoS16 Europe PMC17 |
| 2014 | Yu, X., Zhao, X., Sui, Y., & Zhang, L. (2014). Handling noise in single image defocus map estimation by using directional filters. Optics Letters, 39(21), 6281-6284. Scopus4 WoS3 Europe PMC2 |
| 2014 | Yu, X., & Koretsky, A. P. (2014). Interhemispheric plasticity protects the deafferented somatosensory cortex from functional takeover after nerve injury. Brain Connectivity, 4(9), 709-717. Scopus16 WoS17 Europe PMC16 |
| 2014 | Yu, X., Qian, C., Chen, D. Y., Dodd, S. J., & Koretsky, A. P. (2014). Deciphering laminar-specific neural inputs with line-scanning fMRI. Nature Methods, 11(1), 55-58. Scopus142 WoS139 Europe PMC153 |
| 2014 | Yu, X., Xu, F., Zhang, S., & Zhang, L. (2014). Efficient patch-wise non-uniform deblurring for a single image. IEEE Transactions on Multimedia, 16(6), 1510-1524. Scopus51 WoS47 |
| 2013 | Qian, C., Yu, X., Chen, D. Y., Dodd, S., Bouraoud, N., Pothayee, N., . . . Koretsky, A. (2013). Wireless amplified nuclear MR detector (WAND) for high-spatial-resolution MR imaging of internal organs: Preclinical demonstration in a rodent model. Radiology, 268(1), 228-236. Scopus38 WoS35 Europe PMC36 |
| 2013 | Zhang, L., Guo, Y., Sun, J., Yu, X., & Zhang, S. (2013). Object tracking by feedback update scheme with sparsity constraint. Qinghua Daxue Xuebao Journal of Tsinghua University, 53(11), 1531-1535. |
| 2012 | Yu, X., Chung, S., Chen, D. Y., Wang, S., Dodd, S. J., Walters, J. R., . . . Koretsky, A. P. (2012). Thalamocortical Inputs Show Post-Critical-Period Plasticity. Neuron, 74(4), 731-742. Scopus66 WoS67 Europe PMC71 |
| 2012 | Yu, X., Glen, D., Wang, S., Dodd, S., Hirano, Y., Saad, Z., . . . Koretsky, A. P. (2012). Direct imaging of macrovascular and microvascular contributions to BOLD fMRI in layers IV-V of the rat whisker-barrel cortex. Neuroimage, 59(2), 1451-1460. Scopus88 WoS84 Europe PMC95 |
| 2011 | Zhao, X., Yu, X., Sun, L., Hu, K., Wang, G., & Zhang, L. (2011). Non-rigid object tracking as salient region segmentation and association. IEICE Transactions on Information and Systems, E94-D(4), 934-937. Scopus2 WoS2 |
| 2010 | Yu, X., Wang, S., Chen, D. Y., Dodd, S., Goloshevsky, A., & Koretsky, A. P. (2010). 3D mapping of somatotopic reorganization with small animal functional MRI. Neuroimage, 49(2), 1667-1676. Scopus36 WoS34 Europe PMC31 |
| 2008 | Yu, X., Zou, J., Babb, J. S., Johnson, G., Sanes, D. H., & Turnbull, D. H. (2008). Statistical mapping of sound-evoked activity in the mouse auditory midbrain using Mn-enhanced MRI.. NeuroImage, 39(1), 223-230. Europe PMC58 |
| 2007 | Yu, X., Sanes, D. H., Aristizabal, O., Wadghiri, Y. Z., & Turnbull, D. H. (2007). Large-scale reorganization of the tonotopic map in mouse auditory midbrain revealed by MRI.. Proceedings of the National Academy of Sciences of the United States of America, 104(29), 12193-12198. Europe PMC61 |
| 2006 | Deans, A. E., Wadghiri, Y. Z., Bernas, L. M., Yu, X., Rutt, B. K., & Turnbull, D. H. (2006). Cellular MRI contrast via coexpression of transferrin receptor and ferritin.. Magnetic resonance in medicine, 56(1), 51-59. Europe PMC113 |
| 2005 | Yu, X., Wadghiri, Y. Z., Sanes, D. H., & Turnbull, D. H. (2005). In vivo auditory brain mapping in mice with Mn-enhanced MRI.. Nature neuroscience, 8(7), 961-968. Europe PMC226 |
| 2004 | Wadghiri, Y. Z., Blind, J. A., Duan, X., Moreno, C., Yu, X., Joyner, A. L., & Turnbull, D. H. (2004). Manganese-enhanced magnetic resonance imaging (MEMRI) of mouse brain development.. NMR in biomedicine, 17(8), 613-619. Europe PMC78 |
| Year | Citation |
|---|---|
| 2026 | Lin, Z., Wang, L., Jiang, Y., Wang, X., Liao, S., Shan, S., . . . Yu, X. (Eds.) (2026). Image and Graphics. Springer Nature Singapore. DOI |
| Year | Citation |
|---|---|
| 2026 | He, Y., Yuan, J., Liang, M., Xie, Z., & Yu, X. (2026). High-Resolution and Multimodal Optogenetic fMRI of Brain Dynamics. In Neuromethods (pp. 3-18). Springer US. DOI |
| 2025 | Zhang, H., Xu, J., Tang, T., Sun, H., Yu, X., Huang, Z., & Yu, K. (2025). OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection. In A. Leonardis, E. Ricci, S. Roth, O. Russakovsky, T. Sattler, & G. Varol (Eds.), Lecture Notes in Computer Science (Vol. 15142 LNCS, pp. 1-19). SPRINGER INTERNATIONAL PUBLISHING AG. DOI Scopus1 |
| 2024 | Yu, Q., Du, H., & Yu, X. (2024). A New Perspective of Weakly Supervised 3D Instance Segmentation via Bounding Boxes. In T. Liu, L. Yue, G. Webb, & D. Wang (Eds.), Lecture Notes in Computer Science (Vol. 14471 LNAI, pp. 103-114). SPRINGER-VERLAG SINGAPORE PTE LTD. DOI Scopus1 |
| 2024 | Sheng, H., Yu, X., Li, X., & Golzan, M. (2024). Context-Based Masking for Spontaneous Venous Pulsations Detection. In T. Liu, L. Yue, G. Webb, & D. Wang (Eds.), Lecture Notes in Computer Science (Vol. 14471 LNAI, pp. 520-532). SPRINGER-VERLAG SINGAPORE PTE LTD. DOI Scopus1 |
| 2024 | Xu, Q., Du, H., Chen, H., Liu, B., & Yu, X. (2024). MMOOC: A Multimodal Misinformation Dataset for Out-of-Context News Analysis. In T. Zhu, & Y. Li (Eds.), Lecture Notes in Computer Science (Vol. 14897 LNCS, pp. 444-459). SPRINGER-VERLAG SINGAPORE PTE LTD. DOI Scopus5 WoS5 |
| 2024 | Du, H., Huang, Z., Chapman, S., & Yu, X. (2024). Toward a Unified Framework for RGB and RGB-D Visual Navigation. In T. Liu, L. Yue, G. Webb, & D. Wang (Eds.), Lecture Notes in Computer Science (Vol. 14472 LNAI, pp. 363-375). SPRINGER-VERLAG SINGAPORE PTE LTD. DOI Scopus2 |
| 2024 | Yuan, B., Wang, Z., & Yu, X. (2024). Towards Reliable and Efficient Vegetation Segmentation for Australian Wheat Data Analysis. In Z. Bao, R. Borovica-Gajic, R. Qiu, F. Choudhury, & Z. Yang (Eds.), Lecture Notes in Computer Science (Vol. 14386, pp. 119-135). SPRINGER INTERNATIONAL PUBLISHING AG. DOI |
| 2023 | Lee, H. H., Liu, Q., Bao, S., Yang, Q., Yu, X., Cai, L. Y., . . . Landman, B. A. (2023). Scaling up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image Segmentation. In H. Greenspan, A. Madabhushi, P. Mousavi, S. Salcudean, J. Duncan, T. Syeda-Mahmood, & R. Taylor (Eds.), Lecture Notes in Computer Science (Vol. 14223 LNCS, pp. 632-641). SPRINGER INTERNATIONAL PUBLISHING AG. DOI Scopus14 WoS11 Europe PMC1 |
| 2023 | Cai, J., Nguyen, K. N., Shrestha, N., Good, A., Tu, R., Yu, X., . . . Serra, T. (2023). Getting Away with More Network Pruning: From Sparsity to Geometry and Linear Regions. In A. A. Cire (Ed.), Lecture Notes in Computer Science (Vol. 13884 LNCS, pp. 200-218). SPRINGER INTERNATIONAL PUBLISHING AG. DOI Scopus5 WoS6 |
| 2023 | Shi, Y., Yu, X., Wang, S., & Li, H. (2023). CVLNet: Cross-view Semantic Correspondence Learning for Video-Based Camera Localization. In J. Gall, T. J. Chin, I. Sato, R. Chellappa, & L. Wang (Eds.), Lecture Notes in Computer Science (Vol. 13841 LNCS, pp. 123-141). SPRINGER INTERNATIONAL PUBLISHING AG. DOI Scopus16 WoS8 |
| 2023 | Zhou, X. A., Jiang, Y., Man, W., & Yu, X. (2023). Multimodal methods to help interpret resting-state fMRI. In Advances in Resting-State Functional MRI (pp. 207-235). Elsevier. DOI |
| 2023 | Fu, H., Liu, C., Qi, X., Lin, B., Li, L., Zhang, L., & Yu, X. (2023). Sign Spotting via Multi-modal Fusion and Testing Time Transferring. In Lecture Notes in Computer Science (Vol. 13808 LNCS, pp. 271-287). Springer Nature Switzerland. DOI Scopus4 |
| 2022 | Zhu, F., Yang, Z., Yu, X., Yang, Y., & Wei, Y. (2022). Instance as Identity: A Generic Online Paradigm for Video Instance Segmentation. In S. Avidan, G. Brostow, M. Cisse, G. M. Farinella, & T. Hassner (Eds.), Lecture Notes in Computer Science (Vol. 13689 LNCS, pp. 524-540). SPRINGER INTERNATIONAL PUBLISHING AG. DOI Scopus5 WoS6 |
| 2021 | Liu, J., & Yu, X. (2021). Few-shot Weighted Style Matching for Glaucoma Detection. In Lecture Notes in Computer Science (Vol. 13069 LNAI, pp. 289-300). Springer International Publishing. DOI Scopus1 |
| 2020 | Liu, J., Zou, Z., Ye, X., Tan, X., Ding, E., Xu, F., & Yu, X. (2020). Leaping from 2D Detection to Efficient 6DoF Object Pose Estimation. In A. Bartoli, & A. Fusiello (Eds.), Lecture Notes in Computer Science (Vol. 12536 LNCS, pp. 707-714). SPRINGER INTERNATIONAL PUBLISHING AG. DOI Scopus9 WoS8 |
| 2020 | Du, H., Yu, X., & Zheng, L. (2020). Learning Object Relation Graph and Tentative Policy for Visual Navigation. In A. Vedaldi, H. Bischof, T. Brox, & J. M. Frahm (Eds.), Lecture Notes in Computer Science (Vol. 12352 LNCS, pp. 19-34). SPRINGER INTERNATIONAL PUBLISHING AG. DOI Scopus129 WoS109 |
| 2018 | Yu, X., Fernando, B., Ghanem, B., Porikli, F., & Hartley, R. (2018). Face super-resolution guided by facial component heatmaps. In V. Ferrari, M. Hebert, C. Sminchisescu, & Y. Weiss (Eds.), Lecture Notes in Computer Science (Vol. 11213 LNCS, pp. 219-235). SPRINGER INTERNATIONAL PUBLISHING AG. DOI Scopus52 WoS210 |
| 2017 | Yu, X. (2017). When Photons Meet Protons: Optogenetics, Calcium Signal Detection, and fMRI in Small Animals. In Small Animal Imaging (pp. 773-791). Springer International Publishing. DOI |
| 2016 | Yu, X., & Porikli, F. (2016). Ultra-resolving face images by discriminative generative networks. In B. Leibe, J. Matas, N. Sebe, & M. Welling (Eds.), Lecture Notes in Computer Science (Vol. 9909 LNCS, pp. 318-333). SPRINGER INTERNATIONAL PUBLISHING AG. DOI Scopus264 WoS229 |
| Year | Citation |
|---|---|
| 2026 | Ke, Y., Yu, X., Du, H., Chapman, S., & Huang, H. (2026). Dynamic Orchestration of Multi-agent System for Real-World Multi-image Agricultural VQA. In R. Borovica-Gajic, A. Khan, B. Zheng, X. Wang, & J. Gan (Eds.), Lecture Notes in Computer Science Vol. 16391 LNCS (pp. 153-165). AUSTRALIA, Sydney: SPRINGER-VERLAG SINGAPORE PTE LTD. DOI Scopus1 WoS1 |
| 2026 | Wei, T., Yu, X., Chen, Z., Chapman, S., & Huang, Z. (2026). Augment to Segment: Tackling Pixel-Level Imbalance in Wheat Disease and Pest Segmentation. In R. Borovica-Gajic, A. Khan, B. Zheng, X. Wang, & J. Gan (Eds.), Lecture Notes in Computer Science Vol. 16391 LNCS (pp. 33-48). AUSTRALIA, Sydney: SPRINGER-VERLAG SINGAPORE PTE LTD. DOI |
| 2026 | Wang, S., Wang, Z., Luo, Y., Zhang, P., & Yu, X. (2026). Parameter-Efficient Wheat Disease Segmentation. In Lecture Notes in Computer Science Vol. 16391 LNCS (pp. 3-17). Springer Nature Singapore. DOI |
| 2026 | Wang, Y., Lu, M., Tian, S., Yu, X., & Zhang, S. (2026). Mebm: Exploring the Synergy of Mixture of Experts in Background Matting. In ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 10937-10941). IEEE. DOI |
| 2026 | Tian, S., Hong, G., Wang, S., Yu, X., & Zhang, S. (2026). Content-Aware Model Slimming for Image Super-Resolution with Large Input. In ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 3661-3665). IEEE. DOI |
| 2026 | Liu, P., Zheng, Z., Culpepper, S., & Yu, X. (2026). SynthIR: The First Workshop on Synthetic Content in Information Retrieval Ecosystems. In Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 5382-5385). ACM. DOI |
| 2025 | Liu, C., Li, P., Yang, L., Wang, D., Li, L., & Yu, X. (2025). Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 28922-28931). TN, Nashville: IEEE COMPUTER SOC. DOI Scopus6 WoS2 |
| 2025 | Wang, S., Zhang, H., Shen, X., Wang, D., & Yu, X. (2025). Blind Bitstream-corrupted Video Recovery via Metadata-guided Diffusion Model. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 22975-22984). TN, Nashville: IEEE COMPUTER SOC. DOI Scopus2 WoS2 |
| 2025 | Liu, C., Zhang, W., Qiu, F., Li, L., Wang, D., & Yu, X. (2025). Affective Behaviour Analysis via Progressive Learning. In A. DelBue, C. Canton, J. Pont-Tuset, & T. Tommasi (Eds.), Lecture Notes in Computer Science Vol. 15637 LNCS (pp. 366-379). ITALY, Milan: SPRINGER INTERNATIONAL PUBLISHING AG. DOI |
| 2025 | Xu, Q., Cao, R., Shen, X., Du, H., Wang, S., & Yu, X. (2025). M3GYM: A Large-Scale Multimodal Multi-view Multi-person Pose Dataset for Fitness Activity Understanding in Real-world Settings. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 12289-12300). United States: IEEE. DOI Scopus3 WoS1 |
| 2025 | Wang, S., Chen, W., Zhang, W., Zhao, M., Li, L., Zhang, R., . . . Yu, X. (2025). EasyCraft: A Robust and Efficient Framework for Automatic Avatar Crafting. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 5581-5591). TN, Nashville: IEEE COMPUTER SOC. DOI |
| 2025 | Liu, C., Qiu, F., Zhang, W., Li, L., Wang, D., & Yu, X. (2025). Compound Expression Recognition via Curriculum Learning. In A. DelBue, C. Canton, J. Pont-Tuset, & T. Tommasi (Eds.), Lecture Notes in Computer Science Vol. 15637 LNCS (pp. 282-293). ITALY, Milan: SPRINGER INTERNATIONAL PUBLISHING AG. DOI Scopus1 WoS1 |
| 2025 | Liu, C., Yang, L., Li, P., Wang, D., Li, L., & Yu, X. (2025). Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 3131-3141). TN, Nashville: IEEE COMPUTER SOC. DOI Scopus7 WoS2 |
| 2025 | Shen, X., Du, H., Xu, M., Liu, M., & Yu, X. (2025). Cross-View Isolated Sign Language Recognition Challenge: Design, Results and Future Research. In Www Companion 2025 Companion Proceedings of the ACM Web Conference 2025 (pp. 2444-2447). AUSTRALIA, Sydney: ASSOC COMPUTING MACHINERY. DOI Scopus2 |
| 2025 | Xu, Q., Du, H., Łukasik, S., Zhu, T., Wang, S., & Yu, X. (2025). MDAM³: A Misinformation Detection and Analysis Framework for Multitype Multimodal Media. In Proceedings of the 34th ACM Web Conference (pp. 5285-5296). United States: Association for Computing Machinery. DOI Scopus11 WoS2 |
| 2025 | Guo, T., Du, H., Huo, H., Liu, B., & Yu, X. (2025). Who is Being Impersonated? Deepfake Audio Detection and Impersonated Identification via Extraction of Id-Specific Features. In T. Zhu, J. Li, & A. Castiglione (Eds.), Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics Vol. 15255 LNCS (pp. 301-320). PEOPLES R CHINA, Macau: SPRINGER-VERLAG SINGAPORE PTE LTD. DOI Scopus3 |
| 2025 | Ying, J., Shen, X., & Yu, X. (2025). Vision-Based Abnormal Action Dataset for Recognising Body Motion Disorders. In M. Gong, Y. Song, Y. S. Koh, W. Xiang, & D. Wang (Eds.), Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics Vol. 15443 LNAI (pp. 443-455). AUSTRALIA, Melbourne: SPRINGER-VERLAG SINGAPORE PTE LTD. DOI Scopus1 |
| 2025 | He, M., Zhang, J., & Yu, X. (2025). Transferable Attacks for Semantic Segmentation. In T. Chen, Y. Cao, Q. V. H. Nguyen, & T. T. Nguyen (Eds.), Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics Vol. 15449 LNCS (pp. 372-388). AUSTRALIA, Gold Coast: SPRINGER-VERLAG SINGAPORE PTE LTD. DOI |
| 2025 | Hu, Z., Zhang, Y., Liu, C., Li, L., Peng, S., Zhou, X., . . . Yu, X. (2025). CPT-VR: Improving Surface Rendering via Closest Point Transform with View-Reflection Appearance. In A. Leonardis, E. Ricci, S. Roth, O. Russakovsky, T. Sattler, & G. Varol (Eds.), Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics Vol. 15131 LNCS (pp. 223-239). ITALY, Milan: SPRINGER INTERNATIONAL PUBLISHING AG. DOI |
| 2025 | Zhang, B., Cao, Z., Du, H., Yu, X., Li, X., Liu, J., & Wang, S. (2025). TokenBinder: Text-Video Retrieval with One-to-Many Alignment Paradigm. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (pp. 4957-4967). United States: IEEE. DOI Scopus2 WoS1 |
| 2025 | Cao, Z., Zhang, B., Du, H., Yu, X., Li, X., & Wang, S. (2025). FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (pp. 9226-9236). United States: IEEE. DOI Scopus3 WoS1 |
| 2025 | Chen, H., Zhu, T., Yu, X., & Zhou, W. (2025). Zero-Shot Machine Unlearning with Proxy Adversarial Data Generation. In Ijcai International Joint Conference on Artificial Intelligence (pp. 339-347). International Joint Conferences on Artificial Intelligence Organization. DOI Scopus1 |
| 2025 | Tian, S., Gao, H., Hong, G., Wang, S., Wang, J., Yu, X., & Zhang, S. (2025). QGait: Toward Accurate Quantization for Gait Recognition. In 2025 IEEE International Joint Conference on Biometrics Ijcb 2025 (pp. 1-10). IEEE. DOI |
| 2025 | Ying, J., Du, H., Zhang, K., Li, L., & Yu, X. (2025). LDPose: Towards Inclusive Human Pose Estimation for Limb-Deficient Individuals in the Wild. In 2025 IEEE/CVF International Conference on Computer Vision (ICCV) (pp. 9865-9875). IEEE. DOI |
| 2025 | Shen, X., Wang, X., Shen, L., Zhang, K., & Yu, X. (2025). Cross-View Isolated Sign Language Recognition via View Synthesis and Feature Disentanglement. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (pp. 20647-20657). United States: IEEE. DOI |
| 2025 | Du, X., Wang, Y., Sun, H., Wu, Z., Sheng, H., Wang, S., . . . Yu, X. (2025). 3DRealCar: An In-the-Wild RGB-D Car Dataset with 360-Degree Views. In 2025 IEEE/CVF International Conference on Computer Vision (ICCV) (pp. 26488-26498). IEEE. DOI |
| 2024 | Shiri, F., Guo, X. Y., Far, M. G., Yu, X., Haffari, G., & Li, Y. F. (2024). An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models. In Emnlp 2024 2024 Conference on Empirical Methods in Natural Language Processing Proceedings of the Conference (pp. 21440-21455). Association for Computational Linguistics. DOI Scopus17 |
| 2024 | Qiu, F., Zhang, W., Liu, C., An, R., Li, L., Ding, Y., . . . Yu, X. (2024). FreeAvatar: Robust 3D Facial Animation Transfer by Learning an Expression Foundation Model. In S. N. Spencer (Ed.), Proceedings SIGGRAPH Asia 2024 Conference Papers SA 2024 (pp. 11 pages). JAPAN: ASSOC COMPUTING MACHINERY. DOI Scopus4 WoS4 |
| 2024 | Wei, T., Chen, Z., & Yu, X. (2024). Snap and Diagnose: An Advanced Multimodal Retrieval System for Identifying Plant Diseases in the Wild. In Proceedings of the 6th ACM International Conference on Multimedia in Asia Mmasia (pp. 131-1-131-3). United States: ACM. DOI Scopus4 WoS3 |
| 2024 | Tang, J., Li, L., Qi, X., Chen, Y., Fan, C., & Yu, X. (2024). AS-NeRF: Learning Auxiliary Sampling for Generalizable Novel View Synthesis from Sparse Views. In Proceedings IEEE International Conference on Multimedia and Expo (pp. 6 pages). CANADA, Niagra Falls: IEEE. DOI Scopus1 |
| 2024 | Qiu, F., Du, H., Zhang, W., Liu, C., Li, L., Guo, T., & Yu, X. (2024). Learning Transferable Compound Expressions from Masked AutoEncoder Pretraining. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (pp. 4733-4741). WA, Seattle: IEEE COMPUTER SOC. DOI Scopus6 WoS5 |
| 2024 | Zhang, W., Qiu, F., Liu, C., Li, L., Du, H., Guo, T., & Yu, X. (2024). An Effective Ensemble Learning Framework for Affective Behaviour Analysis. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (pp. 4761-4772). WA, Seattle: IEEE COMPUTER SOC. DOI Scopus12 WoS7 |
| 2024 | Wei, T., Chen, Z., Huang, Z., & Yu, X. (2024). Benchmarking In-the-Wild Multimodal Disease Recognition and A Versatile Baseline. In Proceedings of the 32nd ACM International Conference on Multimedia (pp. 1593-1601). United States: Association for Computing Machinery. DOI Scopus19 WoS13 |
| 2024 | Yu, X., Tang, Y., Yang, Q., Lee, H. H., Bao, S., Huo, Y., & Landman, B. A. (2024). Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements Integration.. In B. S. Gimi, & A. Krol (Eds.), Proceedings of SPIE--the International Society for Optical Engineering Vol. 12930 (pp. 129300K). United States: SPIE. DOI Europe PMC1 |
| 2024 | Qiu, F., Zhang, W., Liu, C., Li, L., Du, H., Guo, T., & Yu, X. (2024). Language-guided Multi-modal Emotional Mimicry Intensity Estimation. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (pp. 4742-4751). WA, Seattle: IEEE COMPUTER SOC. DOI Scopus4 WoS3 |
| 2024 | Hu, Z., Zhao, M., Zhao, C., Liang, X., Li, L., Zhao, Z., . . . Yu, X. (2024). EfficientDreamer: High-Fidelity and Stable 3D Creation via Orthogonal-view Diffusion Priors. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 4949-4958). WA, Seattle: IEEE COMPUTER SOC. DOI Scopus20 WoS16 |
| 2024 | Yu, Q., Du, H., Liu, C., & Yu, X. (2024). When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation with Weak-and-Noisy Supervision. In Proceedings 2024 IEEE Winter Conference on Applications of Computer Vision Wacv 2024 (pp. 3707-3716). HI, Waikoloa: IEEE COMPUTER SOC. DOI Scopus10 WoS5 |
| 2024 | Dong, G., Wang, H., Sun, J., & Wang, X. (2024). Evaluating and Mitigating Linguistic Discrimination in Large Language Models: Perspectives on Safety Equity and Knowledge Equity. In Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence (pp. 348-356). International Joint Conferences on Artificial Intelligence Organization. DOI |
| 2024 | Liu, C., Li, P. P., Yu, Q., Sheng, H., Wang, D., Li, L., & Yu, X. (2024). Benchmarking Audio Visual Segmentation for Long-Untrimmed Videos. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 22712-22722). United States: IEEE. DOI Scopus4 WoS2 |
| 2024 | Zhang, Y., Wang, Z., Luo, Y., Yu, X., & Huang, Z. (2024). Learning Efficient Unsupervised Satellite Image-based Building Damage Detection. In Proceedings 23rd IEEE International Conference on Data Mining (pp. 1547-1552). United States: IEEE. DOI Scopus4 WoS5 |
| 2024 | Lim, J. S., Chen, Z., Baktashmotlagh, M., Chen, Z., Yu, X., Huang, Z., & Luo, Y. (2024). DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection. In Proceedings of the 38th Conference on Neural Information Processing Systems Vol. 37 (pp. 24795-24821). United States: Morgan Kaufmann Publishers. DOI Scopus5 |
| 2024 | Chen, H., Liu, Y., Ma, Y., Zheng, N., & Yu, X. (2024). TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning. In Advances in Neural Information Processing Systems Vol. 37 (pp. 102229-102254). Neural Information Processing Systems Foundation, Inc. (NeurIPS). DOI Scopus4 |
| 2024 | Shen, X., Du, H., Sheng, H., Wang, S., Chen, H., Chen, H., . . . Yu, X. (2024). MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition Dataset. In Advances in Neural Information Processing Systems Vol. 37 (pp. 69700-69715). Neural Information Processing Systems Foundation, Inc. (NeurIPS). DOI Scopus8 |
| 2024 | Chen, H., Zhu, T., Yu, X., & Zhou, W. (2024). Machine Unlearning via Null Space Calibration. In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (pp. 358-366). United States: International Joint Conferences on Artificial Intelligence. DOI Scopus7 WoS8 |
| 2024 | Fang, S., Yu, X., Wang, Z., Li, S., Kirby, R. M., & Zhe, S. (2024). FUNCTIONAL BAYESIAN TUCKER DECOMPOSITION FOR CONTINUOUS-INDEXED TENSOR DATA. In 12th International Conference on Learning Representations Iclr 2024. Scopus4 |
| 2024 | Li, S., Yu, X., Xing, W., Kirby, R. M., Narayan, A., & Zhe, S. (2024). Multi-Resolution Active Learning of Fourier Neural Operators. In Proceedings of Machine Learning Research Vol. 238 (pp. 2440-2448). Scopus13 |
| 2023 | Sheng, H., Yu, X., Wang, F., Khan, M. W., Weng, H., Shariflou, S., & Golzan, S. M. (2023). Autonomous Stabilization of Retinal Videos for Streamlining Assessment of Spontaneous Venous Pulsations. In Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2023) Vol. 2023 (pp. 1-4). Sydney, Australia: Institute of Electrical and Electronics Engineers (IEEE). DOI Scopus3 WoS3 Europe PMC1 |
| 2023 | Liu, C., Li, P. P., Qi, X., Zhang, H., Li, L., Wang, D., & Yu, X. (2023). Audio-Visual Segmentation by Exploring Cross-Modal Mutual Semantics. In Mm 2023 Proceedings of the 31st ACM International Conference on Multimedia (pp. 7590-7598). CANADA, Ottawa: ASSOC COMPUTING MACHINERY. DOI Scopus42 WoS33 |
| 2023 | Wang, M., Guo, X., Lin, B., Yang, T., Zhu, Z., Li, L., . . . Yu, X. (2023). DyGait: Exploiting Dynamic Representations for High-performance Gait Recognition. In Proceedings of the IEEE International Conference on Computer Vision (pp. 13378-13387). United States: IEEE. DOI Scopus69 WoS58 |
| 2023 | Qi, X., Liu, C., Sun, M., Li, L., Fan, C., & Yu, X. (2023). Diverse 3D Hand Gesture Prediction from Body Dynamics by Bilateral Hand Disentanglement. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition Vol. 2023-June (pp. 4616-4626). CANADA, Vancouver: IEEE COMPUTER SOC. DOI Scopus18 WoS15 |
| 2023 | Wu, H., Hu, Z., Li, L., Zhang, Y., Fan, C., & Yu, X. (2023). NeFII: Inverse Rendering for Reflectance Decomposition with Near-Field Indirect Illumination. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition Vol. 2023-June (pp. 4295-4304). CANADA, Vancouver: IEEE COMPUTER SOC. DOI Scopus48 WoS35 |
| 2023 | Shen, C., Lin, B., Zhang, S., Yu, X., Huang, G. Q., & Yu, S. (2023). Gait Recognition with Mask-based Regularization. In 2023 IEEE International Joint Conference on Biometrics Ijcb 2023 (pp. 10 pages). SLOVENIA, Ljubljana: IEEE. DOI Scopus9 WoS6 |
| 2023 | Zeng, H., Zhang, W., Fan, C., Lv, T., Wang, S., Zhang, Z., . . . Yu, X. (2023). FlowFace: Semantic Flow-Guided Shape-Aware Face Swapping. In Proceedings of the 37th AAAI Conference on Artificial Intelligence Vol. 37 (pp. 3367-3375). United States: Association for the Advancement of Artificial Intelligence (AAAI). DOI Scopus11 WoS7 |
| 2023 | Du, H., Li, L., Huang, Z., & Yu, X. (2023). Object-Goal Visual Navigation via Effective Exploration of Relations Among Historical Navigation States. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition Vol. 2023-June (pp. 2563-2573). CANADA, Vancouver: IEEE COMPUTER SOC. DOI Scopus41 WoS30 |
| 2023 | Tang, J., Li, L., Hou, J., Xin, H., & Yu, X. (2023). A Divide-and-conquer Solution to 3D Human Motion Estimation from Raw MoCap Data. In Proceedings 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops Vrw 2023 (pp. 767-768). PEOPLES R CHINA, Shanghai: IEEE COMPUTER SOC. DOI Scopus1 WoS1 |
| 2023 | Zhao, Y., Liu, B., Ding, M., Liu, B., Zhu, T., & Yu, X. (2023). Proactive Deepfake Defence via Identity Watermarking. In Proceedings 2023 IEEE Winter Conference on Applications of Computer Vision Wacv 2023 (pp. 4591-4600). HI, Waikoloa: IEEE COMPUTER SOC. DOI Scopus75 WoS54 |
| 2023 | Du, H., Yu, X., Hussain, F., Armin, M. A., Petersson, L., & Li, W. (2023). Weakly-supervised Point Cloud Instance Segmentation with Geometric Priors. In Proceedings 2023 IEEE Winter Conference on Applications of Computer Vision Wacv 2023 (pp. 4260-4269). HI, Waikoloa: IEEE COMPUTER SOC. DOI Scopus19 WoS13 |
| 2023 | Rao, Q., Yu, X., Navasardyan, S., & Shi, H. (2023). Sim2RealVS: A New Benchmark for Video Stabilization with a Strong Baseline. In Proceedings 2023 IEEE Winter Conference on Applications of Computer Vision Wacv 2023 (pp. 5395-5404). HI, Waikoloa: IEEE COMPUTER SOC. DOI Scopus6 WoS4 |
| 2023 | Wang, M., Lin, B., Guo, X., Li, L., Zhu, Z., Sun, J., . . . Yu, X. (2023). GaitStrip: Gait Recognition via Effective Strip-Based Feature Representations and Multi-level Framework. In Proceedings, Part IV of the 16th Asian Conference on Computer Vision (ACCV 2022), as published in Lecture Notes in Computer Science Vol. 13844 (pp. 711-727). Cham, Switzerland: Springer. DOI Scopus5 WoS11 |
| 2023 | Liu, B., Liu, B., Ding, M., Zhu, T., & Yu, X. (2023). TI2Net: Temporal Identity Inconsistency Network for Deepfake Detection. In Proceedings 2023 IEEE Winter Conference on Applications of Computer Vision Wacv 2023 (pp. 4680-4689). HI, Waikoloa: IEEE COMPUTER SOC. DOI Scopus50 WoS34 |
| 2023 | Luo, Y., Chen, Z., Wang, Z., Yu, X., Huang, Z., & Baktashmotlagh, M. (2023). Exploring Active 3D Object Detection from a Generalization Perspective. In Proceedings of the 11th International Conference on Learning Representations (ICLR 2023) (pp. 1-13). Kigali Rwanda: ICLR. Scopus25 |
| 2023 | Shen, X., Yuan, S., Sheng, H., Du, H., & Yu, X. (2023). Auslan-Daily: Australian Sign Language Translation for Daily Communication and News. In Advances in Neural Information Processing Systems Vol. 36. Scopus26 |
| 2023 | Khan, M. W., Sheng, H., Zhang, H., Du, H., Wang, S., Coroneo, M. T., . . . Yu, X. (2023). RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation. In Advances in Neural Information Processing Systems Vol. 36 (pp. 18203-18224). Neural Information Processing Systems Foundation, Inc. (NeurIPS). DOI Scopus7 |
| 2023 | Liu, P., Yu, X., & Zhou, J. T. (2023). META KNOWLEDGE CONDENSATION FOR FEDERATED LEARNING. In 11th International Conference on Learning Representations Iclr 2023. Scopus11 |
| 2023 | Fang, S., Yu, X., Li, S., Wang, Z., Kirby, R. M., & Zhe, S. (2023). Streaming Factor Trajectory Learning for Temporal Tensor Decomposition. In Advances in Neural Information Processing Systems Vol. 36. Scopus5 |
| 2022 | Yao, G., Wu, H., Yuan, Y., Li, L., Zhou, K., & Yu, X. (2022). Learning Implicit Body Representations from Double Diffusion Based Neural Radiance Fields. In L. DeRaedt (Ed.), Ijcai International Joint Conference on Artificial Intelligence (pp. 1566-1572). AUSTRIA, Vienna: IJCAI-INT JOINT CONF ARTIF INTELL. DOI Scopus4 WoS3 |
| 2022 | Zeng, H., Yu, X., Miao, J., & Yang, Y. (2022). MHR-Net: Multiple-Hypothesis Reconstruction of Non-Rigid Shapes from 2D Views. In Proceedings of the 17th European Conference on Computer Vision (ECCV 2022), as published in Lecture Notes in Computer Science Vol. 13662 LNCS (pp. 1-17). Cham: Springer. DOI Scopus9 WoS7 |
| 2022 | Li, P., Yu, X., & Yang, Y. (2022). Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar. In Proceedings of the IEEE International Conference on Computer Vision (pp. 4449-4459). United States: IEEE. DOI Scopus2 |
| 2022 | Li, S., Phillips, J. M., Yu, X., Kirby, R. M., & Zhe, S. (2022). Batch Multi-Fidelity Active Learning with Budget Constraints. In Advances in Neural Information Processing Systems Vol. 35. Scopus18 |
| 2022 | Yu, X., Serra, T., Ramalingam, S., & Zhe, S. (2022). The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks. In K. Chaudhuri, S. Jegelka, L. Song, C. Szepesvari, G. Niu, & S. Sabato (Eds.), Proceedings of Machine Learning Research Vol. 162 (pp. 25668-25683). MD, Baltimore: JMLR-JOURNAL MACHINE LEARNING RESEARCH. Scopus43 WoS22 |
| 2022 | Good, A., Lin, J., Yu, X., Sieg, H., Ferguson, M., Zhe, S., . . . Serra, T. (2022). Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm. In S. Koyejo, S. Mohamed, A. Agarwal, D. Belgrave, K. Cho, & A. Oh (Eds.), Advances in Neural Information Processing Systems Vol. 35 (pp. 15 pages). ELECTR NETWORK: NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). DOI Scopus10 WoS5 |
| 2021 | Ben-Shabat, Y., Yu, X., Saleh, F., Campbell, D., Rodriguez Opazo, C., Li, H., & Gould, S. (2021). The IKEA ASM Dataset: Understanding people assembling furniture through actions, objects and pose. In Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV 2021) (pp. 846-858). virtual online: IEEE. DOI Scopus121 WoS109 |
| 2021 | Yu, X., Van Baar, J., & Chen, S. (2021). Joint 3D Human Shape Recovery and Pose Estimation from a Single Image with Bilayer Graph. In Proceedings 2021 International Conference on 3D Vision 3dv 2021 (pp. 505-514). ELECTR NETWORK: IEEE COMPUTER SOC. DOI Scopus5 WoS3 |
| 2021 | Wang, S., Li, L., Ding, Y., Fan, C., & Yu, X. (2021). Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion. In Z. H. Zhou (Ed.), Ijcai International Joint Conference on Artificial Intelligence (pp. 1098-1105). ELECTR NETWORK: IJCAI-INT JOINT CONF ARTIF INTELL. DOI Scopus78 WoS67 |
| 2021 | Ding, Y., Yu, X., & Yang, Y. (2021). RFNet: Region-aware Fusion Network for Incomplete Multi-modal Brain Tumor Segmentation. In Proceedings of the IEEE International Conference on Computer Vision (pp. 3955-3964). ELECTR NETWORK: IEEE. DOI Scopus184 WoS164 |
| 2021 | Zeng, H., Dai, Y., Yu, X., Wang, X., & Yang, Y. (2021). PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-rigid Structure-from-Motion. In Proceedings of the IEEE International Conference on Computer Vision (pp. 5580-5589). ELECTR NETWORK: IEEE. DOI Scopus10 WoS7 |
| 2021 | Lin, B., Zhang, S., & Yu, X. (2021). Gait Recognition via Effective Global-Local Feature Representation and Local Temporal Aggregation. In Proceedings of the IEEE International Conference on Computer Vision (pp. 14628-14636). ELECTR NETWORK: IEEE. DOI Scopus348 WoS285 |
| 2021 | Yang, Z., Yu, X., & Yang, Y. (2021). DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-scale Consistency. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 3906-3915). ELECTR NETWORK: IEEE COMPUTER SOC. DOI Scopus52 WoS45 |
| 2021 | Zhuang, Z., Yu, X., & Mahony, R. (2021). End-to-end Multi-Instance Robotic Reaching from Monocular Vision. In Proceedings of the IEEE International Conference on Robotics and Automation Vol. 2021-May (pp. 12974-12980). United States: IEEE. DOI Scopus1 |
| 2021 | Kennedy, G., Gao, J., Zhuang, Z., Yu, X., & Mahony, R. (2021). A General Approach to State Refinement. In Proceedings of the IEEE International Conference on Intelligent Robots and Systems (pp. 8985-8991). United States: IEEE. DOI |
| 2021 | Zhang, J., Fan, D. P., Dai, Y., Yu, X., Zhong, Y., Barnes, N., & Shao, L. (2021). RGB-D Saliency Detection via Cascaded Mutual Information Minimization. In Proceedings of the IEEE International Conference on Computer Vision (pp. 4318-4327). ELECTR NETWORK: IEEE. DOI Scopus131 WoS111 |
| 2021 | Tang, T., Yu, X., Dong, X., & Yang, Y. (2021). Auto-Navigator: Decoupled neural architecture search for visual navigation. In Proceedings 2021 IEEE Winter Conference on Applications of Computer Vision Wacv 2021 (pp. 3742-3751). ELECTR NETWORK: IEEE. DOI Scopus9 WoS5 |
| 2021 | Quan, R., Yu, X., Liang, Y., & Yang, Y. (2021). Removing Raindrops and Rain Streaks in One Go. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 9143-9152). ELECTR NETWORK: IEEE COMPUTER SOC. DOI Scopus212 WoS192 |
| 2021 | Shi, Y., Li, H., & Yu, X. (2021). Self-Supervised Visibility Learning for Novel View Synthesis. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 9670-9679). ELECTR NETWORK: IEEE COMPUTER SOC. DOI Scopus19 WoS13 |
| 2021 | Li, D., Xu, C., Zhang, K., Yu, X., Zhong, Y., Ren, W., . . . Li, H. (2021). ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 7717-7727). ELECTR NETWORK: IEEE COMPUTER SOC. DOI Scopus64 WoS56 |
| 2021 | Fan, H., Yu, X., Ding, Y., Yang, Y., & Kankanhalli, M. (2021). PSTNET: POINT SPATIO-TEMPORAL CONVOLUTION ON POINT CLOUD SEQUENCES. In Iclr 2021 9th International Conference on Learning Representations. Scopus80 |
| 2021 | Du, H., Yu, X., & Zheng, L. (2021). VTNET: VISUAL TRANSFORMER NETWORK FOR OBJECT GOAL NAVIGATION. In Iclr 2021 9th International Conference on Learning Representations. Scopus50 |
| 2021 | Serra, T., Yu, X., Kumar, A., & Ramalingam, S. (2021). Scaling Up Exact Neural Network Compression by ReLU Stability. In Advances in Neural Information Processing Systems Vol. 32 (pp. 27081-27093). Scopus15 |
| 2021 | Ranade, S., Yu, X., Kakkar, S., Miraldo, P., & Ramalingam, S. (2021). Mapping of Sparse 3D Data Using Alternating Projection. In Lecture Notes in Computer Science Vol. 12622 LNCS (pp. 295-313). Springer International Publishing. DOI Scopus1 |
| 2020 | Li, D., Rodriguez Opazo, C., Yu, X., & Li, H. (2020). Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison. In Proceedings of the 2020 IEEE Winter Conference on Applications of Computer Vision (pp. 1448-1458). Snowmass Village, CO, USA: IEEE. DOI Scopus614 WoS410 |
| 2020 | Zhang, Y., Tsang, I. W., Luo, Y., Hu, C. H., Lu, X., & Yu, X. (2020). Copy and Paste GAN: Face Hallucination from Shaded Thumbnails. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 7353-7362). ELECTR NETWORK: IEEE COMPUTER SOC. DOI Scopus33 WoS33 |
| 2020 | Li, D., Yu, X., Xu, C., Petersson, L., & Li, H. (2020). Transferring Cross-Domain Knowledge for Video Sign Language Recognition. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 6204-6213). ELECTR NETWORK: IEEE COMPUTER SOC. DOI Scopus146 WoS112 |
| 2020 | Zhuang, Z., Yu, X., & Mahony, R. (2020). LyRN (Lyapunov Reaching Network): A Real-Time Closed Loop approach from Monocular Vision. In Proceedings IEEE International Conference on Robotics and Automation (pp. 8331-8337). ELECTR NETWORK: IEEE. DOI Scopus8 WoS7 |
| 2020 | Zheng, Z., Jiang, M., Wang, Z., Wang, J., Bai, Z., Zhang, X., . . . Ding, E. (2020). Going beyond real data: A robust visual representation for vehicle re-identification. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops Vol. 2020-June (pp. 2550-2558). ELECTR NETWORK: IEEE COMPUTER SOC. DOI Scopus52 WoS36 |
| 2020 | Shi, Y., Yu, X., Campbell, D., & Li, H. (2020). Where am I looking at? Joint location and orientation estimation by cross-view matching. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 4063-4071). ELECTR NETWORK: IEEE COMPUTER SOC. DOI Scopus241 WoS197 |
| 2020 | Zhang, J., Yu, X., Li, A., Song, P., Liu, B., & Dai, Y. (2020). Weakly-Supervised Salient Object Detection via Scribble Annotations. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 12543-12552). ELECTR NETWORK: IEEE COMPUTER SOC. DOI Scopus340 WoS310 |
| 2020 | Yu, X., Zhuang, Z., Koniusz, P., & Li, H. (2020). 6DoF Object Pose Estimation via Differentiable Proxy Voting Regularizer. In 31st British Machine Vision Conference Bmvc 2020. Scopus20 |
| 2020 | Li, D., Xu, C., Yu, X., Zhang, K., Swift, B., Suominen, H., & Li, H. (2020). TSPNet: Hierarchical feature learning via temporal semantic pyramid for sign language translation. In Advances in Neural Information Processing Systems Vol. 2020-December. Scopus131 |
| 2020 | Li, P., Dong, X., Yu, X., & Yang, Y. (2020). When Humans Meet Machines: Towards Efficient Segmentation Networks. In 31st British Machine Vision Conference Bmvc 2020. Scopus27 |
| 2020 | Zheng, Y., Yu, X., Liu, M., & Zhang, S. (2020). Residual multiscale based single image deraining. In 30th British Machine Vision Conference 2019 Bmvc 2019. Scopus23 |
| 2020 | Shi, Y., Yu, X., Liu, L., Zhang, T., & Li, H. (2020). Optimal feature transport for cross-view image geo-localization. In Aaai 2020 34th Aaai Conference on Artificial Intelligence (pp. 11990-11997). Scopus193 |
| 2019 | Yu, X., Tian, Y., Porikli, F., Hartley, R., Li, H., Heijnen, H., & Balntas, V. (2019). Unsupervised extraction of local image descriptors via relative distance ranking loss. In Proceedings 2019 International Conference on Computer Vision Workshop Iccvw 2019 (pp. 2893-2902). SOUTH KOREA, Seoul: IEEE COMPUTER SOC. DOI Scopus23 WoS21 |
| 2019 | Tian, Y., Yu, X., Fan, B., Wu, F., Heijnen, H., & Balntas, V. (2019). Sosnet: Second order similarity regularization for local descriptor learning. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition Vol. 2019-June (pp. 11008-11017). CA, Long Beach: IEEE. DOI Scopus389 WoS329 |
| 2019 | Shiri, F., Yu, X., Porikli, F., Hartley, R., & Koniusz, P. (2019). Recovering faces from portraits with auxiliary facial attributes. In Proceedings 2019 IEEE Winter Conference on Applications of Computer Vision Wacv 2019 (pp. 406-415). HI, Waikoloa Village: IEEE. DOI Scopus12 WoS10 |
| 2019 | Pan, L., Scheerlinck, C., Yu, X., Hartley, R., Liu, M., & Dai, Y. (2019). Bringing a blurry frame alive at high frame-rate with an event camera. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition Vol. 2019-June (pp. 6813-6822). CA, Long Beach: IEEE. DOI Scopus308 WoS249 |
| 2019 | Shi, Y., Liu, L., Yu, X., & Li, H. (2019). Spatial-aware feature aggregation for cross-view image based geo-localization. In H. Wallach, H. Larochelle, A. Beygelzimer, F. d'Alche-Buc, E. Fox, & R. Garnett (Eds.), Advances in Neural Information Processing Systems Vol. 32 (pp. 11 pages). CANADA, Vancouver: NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). Scopus271 WoS182 |
| 2018 | Shiri, F., Yu, X., Porikli, F., Hartley, R., & Koniusz, P. (2018). Identity-preserving face recovery from portraits. In Proceedings 2018 IEEE Winter Conference on Applications of Computer Vision Wacv 2018 Vol. 2018-January (pp. 102-111). NV: IEEE. DOI Scopus17 WoS14 |
| 2018 | Yu, X., Yu, Z., & Ramalingam, S. (2018). Learning Strict Identity Mappings in Deep Residual Networks. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 4432-4440). UT, Salt Lake City: IEEE. DOI Scopus67 WoS39 |
| 2018 | Yu, X., Fernando, B., Hartley, R., & Porikli, F. (2018). Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 908-917). UT, Salt Lake City: IEEE. DOI Scopus176 WoS152 |
| 2018 | Yu, X., Chaturvedi, S., Feng, C., Taguchi, Y., Lee, T. Y., Fernandes, C., & Ramalingam, S. (2018). VLASE: Vehicle Localization by Aggregating Semantic Edges. In IEEE International Conference on Intelligent Robots and Systems (pp. 3196-3203). IEEE. DOI Scopus43 |
| 2017 | Yu, X., & Porikli, F. (2017). Hallucinating very low-Resolution unaligned and noisy face images by transformative discriminative autoencoders. In Proceedings 30th IEEE Conference on Computer Vision and Pattern Recognition Cvpr 2017 Vol. 2017-January (pp. 5367-5375). HI, Honolulu: IEEE. DOI Scopus125 WoS104 |
| 2017 | Shiri, F., Yu, X., Koniusz, P., & Porikli, F. (2017). Face Destylization. In Dicta 2017 2017 International Conference on Digital Image Computing Techniques and Applications Vol. 2017-December (pp. 1-8). IEEE. DOI Scopus14 |
| 2017 | Shiri, F., Yu, X., Koniusz, P., & Porikli, F. (2017). Face Destylization. In Y. Guo, H. Li, W. Cai, M. Murshed, Z. Wang, J. Gao, & D. D. Feng (Eds.), 2017 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING - TECHNIQUES AND APPLICATIONS (DICTA) (pp. 427-434). AUSTRALIA, Sydney: IEEE. WoS4 |
| 2017 | Paul, D., Li, F., Teja, M. K., Yu, X., & Frost, R. (2017). Compass: Spatio temporal sentiment analysis of US election what twitter says!. In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Vol. Part F129685 (pp. 1585-1594). ACM. DOI Scopus61 |
| Year | Citation |
|---|---|
| 2025 | Choi, S., Hoffmann, G., Schneider, S., Kaczmarz, S., Yu, X., Preibisch, C., & Sorg, C. (2025). Resting-state fMRI coherence is selectively diminished around 0.1 Hz, particularly inside watershed areas, in patients with unilateral carotid artery stenosis. DOI |
| 2024 | Zhou, X. A., Liu, X., Li, H. B., Hike, D., Jiang, Y., Rosen, M., . . . Yu, X. (2024). Mapping the Cerebrovascular Abnormality in Transgenic Alzheimer’s Disease (AD) Mice with deep-learning-based super-resolution cerebral blood volume (CBV)-MRI. DOI |
| 2023 | Jiang, Y., Pais-Roldán, P., Pohmann, R., & Yu, X. (2023). High spatiotemporal resolution radial encoding single vessel fMRI. DOI |
| 2023 | Plagwitz, L., Choi, S., Yu, X., Segelcke, D., Pogatzki-Zahn, E., Varghese, J., . . . Pradier, B. (2023). Data-driven signal analysis of sensory cortical processing using high-resolution fMRI across different studies. DOI |
| 2021 | Takahashi, K., Sobczak, F., Pais-Roldán, P., & Yu, X. (2021). Characterizing pupil dynamics coupling to brain state fluctuation based on lateral hypothalamic activity. DOI |
| 2021 | Chen, Y., Wang, Q., Choi, S., Zeng, H., Takahashi, K., Qian, C., & Yu, X. (2021). Focal fMRI signal enhancement with implantable inductively coupled detectors. DOI |
| 2020 | Chen, X., Jiang, Y., Choi, S., Pohmann, R., Scheffler, K., Kleinfeld, D., & Yu, X. (2020). Single-vessel cerebral blood flow fMRI to map blood velocity by phase-contrast imaging. DOI |
| 2019 | Chen, Y., Sobczak, F., Pais-Roldán, P., Schwarz, C., Koretsky, A., & Yu, X. (2019). Mapping the brain-wide network effects by optogenetic activation of the corpus callosum. DOI |
| Date | Role | Research Topic | Program | Degree Type | Student Load | Student Name |
|---|---|---|---|---|---|---|
| 2026 | Co-Supervisor | Robust Generation under Noisy and Unreliable Conditioning | Doctor of Philosophy | Doctorate | Full Time | Mr Weilun Cheng |
| 2026 | Principal Supervisor | Robust Generation under Noisy and Unreliable Conditioning | Doctor of Philosophy | Doctorate | Full Time | Mr Weilun Cheng |
| 2026 | Principal Supervisor | Predicting Prosthetic Socket Comfort via Monocular Video Analysis of Compensatory Gait | Doctor of Philosophy | Doctorate | Full Time | Miss Tengyue Zhang |
Connect With Me
External Profiles
