Ph.D. Student - Ye Liu

BS(WHU);

Research Interests

Vision & Language, Foundation Models

Honors & Awards

• PolyU PhD Scholars International Collaborative Research Fellowship (ICRF) 2024
• PolyU Student Innovation & Entrepreneurship Scholarship 2022, 2023, 2024
• HKSTP Ideation Grant 2023, 2024
• The Most Appreciated Teaching Assistant (MATA) Award - Gold Medal 2022
• Special Scholarship for Outstanding Exchange Students, Wuhan University 2017, 2018, 2019
• Best Overall Project Award, Imperial College London, 2018

Selected Publications

Ye Liu, Zongyang Ma, Zhongang Qi*, Yang Wu, Ying Shan, and Chang Wen Chen*. "E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding". Under Review, 2024.

Ye Liu, Jixuan He, Wanhua Li, Junsik Kim, Donglai Wei, Hanspeter Pfister, and Chang Wen Chen. "R^2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding". In Proceedings of the European Conference on Computer Vision (ECCV), 2024.

Ye Liu, Huifang Li*, Chao Hu, Shuang Luo, Yan Luo, and Chang Wen Chen. "Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images" IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024.

Ye Liu, Siyuan Li, Yang Wu*, Chang Wen Chen, Ying Shan, and Xiaohu Qie. "UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection". In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

Ye Liu, Junsong Yuan*, and Chang Wen Chen. "ConsNet: Learning Consistency Graph for Zero- Shot Human-Object Interaction Detection". In Proceedings of the ACM International Conference on Multimedia (ACM MM), 2020.