Travel the Same Path: A Novel TSP Solving Strategy. - Pingbang Hu (CoRR, 2022)

dattri: A Library for Efficient Data Attribution. - Junwei Deng; Ting-Wei Li; Shiyuan Zhang; Shixuan Liu; Yijun Pan; Hao Huang; Xinhe Wang 001; Pingbang Hu; Xingjian Zhang 002; Jiaqi W. Ma (NeurIPS, 2024)

Most Influential Subset Selection: Challenges, Promises, and Beyond. - Yuzheng Hu; Pingbang Hu; Han Zhao 002; Jiaqi W. Ma (NeurIPS, 2024)

Towards Reliable Empirical Machine Unlearning Evaluation: A Game-Theoretic View. - Yiwen Tu; Pingbang Hu; Jiaqi Ma (CoRR, 2024)

Pseudo-Non-Linear Data Augmentation via Energy Minimization. - Pingbang Hu; Mahito Sugiyama (CoRR, 2024)

Adversarial Attacks on Data Attribution. - Xinhe Wang 001; Pingbang Hu; Junwei Deng; Jiaqi W. Ma (ICLR, 2025)

GraSS: Scalable Influence Function with Sparse Gradient Compression. - Pingbang Hu; Joseph Melkonian; Weijing Tang; Han Zhao 002; Jiaqi W. Ma (CoRR, 2025)