Yang Bai 白杨

Hi, I am currently a postgraduate (master) student at Soochow University in Suzhou, China, advised by Prof. Min Cao. Prior to that, I received my B.S. degree in Computer Science and Technology from Renmin University of China (RUC). I am about to pursue the Ph.D. degree in Computer Science and Technology at Wuhan University, under the guidance of Prof. Mang Ye.

Before starting my postgraduate study, I've worked at Run and Waterdrop for three years, mainly engaged in data collection.

Email  /  CV  /  Google Scholar  /  Github

profile photo

News

  • 2024-05 Participate in 2024 Vision And Learning SEminar (VALSE) in Chongqing.
  • 2024-04 🎉 Awarded as Outstanding Graduated Graduate Student, Soochow University.
  • 2024-03 🎉 One paper is accepted by AAAI 2024.
  • 2023-12 🎉 One paper is accepted by TCSVT 2023.
  • 2023-10 🎉 One paper is accepted by EMNLP findings 2023.
  • 2023-08 Present our paper (RaSa) at IJCAI 2023 in Macao .
  • 2023-07 🎉 Our paper (GTR) is accepted by ACM MM 2023.
  • 2023-07 Present our paper at 2023 IJCAI Young Elite Symposium (IJCAI YES) in Shanghai.
  • 2023-06 Participate in 2023 Vision And Learning SEminar (VALSE) in Wuxi, Jiangsu.
  • 2023-06 🎉 Awarded as Outstanding Graduate Student, Soochow University.
  • 2023-04 🎉 Our paper (RaSa) is accepted by IJCAI 2023.

Research

My research interests primarily lie in Vision-Language Understanding, including Text-based Person Retrieval (TBPR), Image-Text Retrieval (ITR) and Video-Text Retrieval (VTR). I believe "Tech Otakus Save the World".

Semi-supervised Text-based Person Search Semi-supervised Text-based Person Search
Daming Gao, Yang Bai, Min Cao, Hao Dou, Mang Ye, Min Zhang

arXiv, 2024
📋 paper

An Empirical Study of CLIP for Text-based Person Search An Empirical Study of CLIP for Text-based Person Search
Min Cao, Yang Bai, Ziyin Zeng, Mang Ye, Min Zhang

AAAI Conference on Artificial Intelligence (AAAI), 2024 (*First student author)
📋 paper  /   code

Efficient Image-Text Retrieval via Keyword-Guided Pre-Screening Efficient Image-Text Retrieval via Keyword-Guided Pre-Screening
Min Cao, Yang Bai, Jingyao Wang, Ziqiang Cao, Liqiang Nie, Min Zhang

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023 (*First student author)
📋 paper  /   code

An Empirical Study of Frame Selection for Text-to-Video Retrieval An Empirical Study of Frame Selection for Text-to-Video Retrieval
Mengxia Wu, Min Cao, Yang Bai, Ziyin Zeng, Chen Chen, Liqiang Nie, Min Zhang

Empirical Methods in Natural Language Processing (EMNLP) findings, 2023

Text-based Person Search without Parallel Image-Text Data Text-based Person Search without Parallel Image-Text Data
Yang Bai, Jingyao Wang, Min Cao, Chen Chen, Ziqiang Cao, Liqiang Nie, Min Zhang

ACM International Conference on Multimedia (ACM MM), 2023
(Oral Presentation, Acceptance Rate: 9%)

RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search
Yang Bai, Min Cao, Daming Gao, Ziqiang Cao, Chen Chen, Zhenfeng Fan, Liqiang Nie, Min Zhang

International Joint Conference on Artificial Intelligence (IJCAI), 2023
📋 paper  /   code  /  Leaderboard

Misc
Reviewer in CVPR 2024, NeurIPS 2024, ACM MM 2024, ICMR 2024, ECAI 2023, EMNLP 2023
Teaching Assistant in COMS3006: Algorithm Design and Analysis

Template