Vision-Language Models are Strong Noisy Label Detectors
Tong Wei, Hao-Tian Li, Chun-Shu Li, Jiang-Xin Shi, Yu-Feng Li, Min-Ling Zhang. 2024. NeurIPS. In press.
CV
Education
- 2022-Present: Master’s student, School of Computer Science and Engineering, Southeast University (Supervisor: Min-Ling Zhang)
- 2018-2022: Bachelor of Engineering, School of Computer Science and Engineering, Southeast University (Supervisor: Beilun Wang and Meng Wang)
- 2021 Summer: Visiting Student, University of California Berkeley
Work experience
2024/05-2024/08: Machine Learning Algorithm Development Intern at Meituan
- At Content Comprehension Team, Dianping BD
- Working on applying LLMs on generating content labels and reducing human supervision
Awards
- 2023/10: Merit Graduate Student, Southeast University
- 2023/06: First Prize (Group A), National English Competition for College Students
- 2022/11: First Class Academic Award, Southeast University
- 2022/06: Outstanding Graduate, Southeast University
- 2021/11: Huawei Smart Socket Fellowship
- 2021/09: First Prize, Challenge Cup Competition
- 2021/03: Jiangsu Province Merit Student
- 2020/11: National Scholarship, granted by the Ministry of Education of the People’s Republic of China
- 2020/06 & 2019/06: Lenovo Research Fellowship
- 2019/05: Special Prize (Group C), National English Competition for College Students
Publications
Foundation models for topic modeling: a case study
Han ZENG, Jia-Ming SUN, Chun-Shu LI, Zhuying LI, Tong WEI. 2024. Foundation models for topic modeling: a case study. Frontiers of Computer Science 2025 Vol. 19 Issue (2): 192325. https://doi.org/10.1007/s11704-024-40069-7.
TKGAT: Graph attention network for knowledge-enhanced tag-aware recommendation system
Beilun Wang, Haoqing Xu, Chunshu Li, Yuchen Li, Meng Wang, TKGAT: Graph attention network for knowledge-enhanced tag-aware recommendation system, Knowledge-Based Systems, Volume 257, 2022, 109903, ISSN 0950-7051, https://doi.org/10.1016/j.knosys.2022.109903.
Cascade and Fusion: A Deep Learning Approach for Camouflaged Object Sensing
Huang, Kaihong, Chunshu Li, Jiaqi Zhang, and Beilun Wang. 2021. "Cascade and Fusion: A Deep Learning Approach for Camouflaged Object Sensing". Sensors 21, no. 16: 5455. https://doi.org/10.3390/s21165455.
Link Trustworthiness Evaluation in Multiple Heterogeneous Information Networks
Wang, Meng, Xu Qin, Wei Jiang, Chunshu Li, and Guilin Qi. 2021. Link Trustworthiness Evaluation over Multiple Heterogeneous Information Networks. Complexity 2021: 1–11. https://doi.org/10.1155/2021/6615179.