| 2026 |
Gao, W., Du, X., Chen, X., Guo, Y., Cifuentes-Bernal, A. M., Luo, R., & Xu, Z. (2026). Energy-Efficient Training-Free Zero-Inflation Correction for Rainfall Forecasting with Time-Series Foundation Models. In Www 2026 Proceedings of the ACM Web Conference 2026 (pp. 8840-8850). ACM. DOI |
| 2025 |
Chen, X., Li, J., Liu, J., Liu, L., Peters, S., Le, T. D., . . . Walsh, A. (2025). Diffusion Models for Attribution. In T. Walsh, J. Shah, & Z. Kolter (Eds.), Proceedings of the Aaai Conference on Artificial Intelligence Vol. 39 (pp. 2266-2274). US: ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE. DOI |
| 2025 |
Gao, W., Li, J., Cheng, D., Liu, L., Liu, J., Le, T., . . . Zhao, Y. (2025). Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction. In Ijcai International Joint Conference on Artificial Intelligence (pp. 9638-9646). Canada: International Joint Conferences on Artificial Intelligence Organization. DOI Scopus2 WoS2 |
| 2025 |
Du, X., Li, J., Cheng, D., Liu, L., Gao, W., Chen, X., & Xu, Z. (2025). Telling Peer Direct Effects from Indirect Effects in Observational Network Data. In Proceedings of the 42nd International Conference on Machine Learning (ICML 2025), as puiblished in Proceedings of Machine Learning Research Vol. 267 (pp. 14562-14578). US: Proceedings of Machine Learning Research (PMLR). Scopus1 |
| 2025 |
Deng, J., Chen, Q., Cheng, D., Du, X., Li, J., & Liu, L. (2025). Mitigating Latent Confounding Bias in Recommender Systems. In Cikm 2025 Proceedings of the 34th ACM International Conference on Information and Knowledge Management (pp. 531-541). SOUTH KOREA: ASSOC COMPUTING MACHINERY. DOI Scopus2 WoS1 |
| 2025 |
Gao, W., Li, J., Liu, L., Le, T. D., Chen, X., Du, X., . . . Chen, Y. (2025). From Noise to Precision: A Diffusion-Driven Approach to Zero-Inflated Precipitation Prediction. In I. Lynce, N. Murano, M. Vallati, S. Villata, F. Chesani, M. Milano, . . . M. Dastani (Eds.), In published processings need to add Proceedings of the 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, as published in Frontiers in Artificial Intelligence and Applications Vol. 413 (pp. 1107-1114). Netherlands: IOS Press. DOI |
| 2022 |
Du, X., Chen, Q., Cheng, D., Huang, Q., Cao, J., Deng, Z., & Zhang, S. (2022). Stable Causal Feature Selection based on Direct Causal Effect Estimation. In Proceedings 24th IEEE International Conference on High Performance Computing and Communications 8th IEEE International Conference on Data Science and Systems 20th IEEE International Conference on Smart City and 8th IEEE International Conference on Dependability in Sensor Cloud and Big Data Systems and Application Hpcc Dss Smartcity Dependsys 2022 (pp. 1593-1600). IEEE. DOI |