Hi! I'm Pan Bikang

I am a computer science Ph.D. student currently studing in Shanghaitech supervised by professor Ye Shi(石野).

I'm interested in optimization and machine learning.

Publications

[CVPR 2025] NLPrompt: Noise-Label Prompt Learning for Vision-Language Models. Bikang Pan , Qun Li, Xiaoying Tang, Wei Huang, Zhen Fang, Feng Liu, Jingya Wang, Jingyi Yu, Ye Shi.

[NeurIPS 2024] Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method. Bikang Pan , Wei Huang, Ye Shi.

[SGC 2024] Two-Stage Optimization for Efficient V2G Coordination in Distribution Power System. Pengchao Tian, Siqi Yan, Bikang Pan , Ye Shi.

[AAAI 2023] Certifiable Out-of-Distribution Generalization. Nanyang Ye, Lin Zhu, Jia Wang, Zhaoyu Zeng, Jiayao Shao, Chensheng Peng, Bikang Pan , Kaican Li, Jun Zhu.

About Me

2022-1   I obtain a full score (4.0) in this semester (2021 Fall)

2022-2   I served as a teaching assistant for Linear Algebra II (MATH1122 线性代数II)

2022-5   I won an Outstanding Winner in the 2022 MCM (数学建模美赛) C problem.

2022-9   I served as a teaching assistant for Communication Principle (EE140 通信原理)

2023-2   I served as a teaching assistant for Numerical Optimization (SI152 数值最优化)

2023-6   I was honored with the title of "Outstanding Graduate of Shanghai" (上海市优秀毕业生)

2024-2   I served as a teaching assistant for Numerical Optimization (SI152 数值最优化)

2024-9   I served as a teaching assistant for Convex Optimization (SI251 凸优化)

Contact

You can contact me via email

panbk2023 (at) shanghaitech (dot) edu (dot) cn.