— Gengze Zhou
Higher Degree by Research Candidate
PhD Candidate
School of Computer and Mathematical Sciences
Faculty of Sciences, Engineering and Technology
My research is dedicated to creating explainable and embodied AI systems that can interact dynamically with both humans and their environments. I aim to build an autonomous agent that can understand, reason, and navigate the physical world, while seamlessly communicating with humans in natural language. By integrating machine learning with visual and linguistic applications, I strive to enhance the transparency and interpretability of AI decision-making, fostering more natural and effective human-AI interactions.
Some topics that I currently focus on:
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Journals
Year Citation 2023 Zhou, G., Hong, Y., & Wu, Q. (2023). NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large
Language Models. -
Book Chapters
Year Citation 2025 Zhou, G., Hong, Y., Wang, Z., Wang, X. E., & Wu, Q. (2025). NavGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-Language Models. In Lecture Notes in Computer Science (Vol. 15065 LNCS, pp. 260-278). Springer Nature Switzerland.
DOI -
Conference Papers
Year Citation 2024 Chen, Q., Pitawela, D., Zhao, C., Zhou, G., Chen, H. T., & Wu, Q. (2024). WebVLN: Vision-and-Language Navigation on Websites. In Proceedings of the AAAI Conference on Artificial Intelligence Vol. 38 (pp. 1165-1173). Online: Association for the Advancement of Artificial Intelligence (AAAI).
DOI Scopus22024 Zhou, G., Hong, Y., & Wu, Q. (2024). NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models. In Proceedings of the AAAI Conference on Artificial Intelligence Vol. 38 (pp. 7641-7649). Online: Association for the Advancement of Artificial Intelligence (AAAI).
DOI Scopus9 -
Preprint
Year Citation 2024 Zhou, G., Hong, Y., Wang, Z., Wang, X. E., & Wu, Q. (2024). NavGPT-2: Unleashing Navigational Reasoning Capability for Large
Vision-Language Models.2023 Chen, Q., Pitawela, D., Zhao, C., Zhou, G., Chen, H. -T., & Wu, Q. (2023). WebVLN: Vision-and-Language Navigation on Websites.
Connect With Me
External Profiles