Pingbang Hu

According to our database, Pingbang Hu authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

How Faithful Is Trajectory-Based Data Attribution? Error Sources, Remedies, and Practical Guidelines.

Junwei Deng, Pingbang Hu, Suliang Jin, Hao Lu, Jiachen T. Wang, Shichang Zhang, Jiaqi W. Ma

CoRR, May, 2026

Dr. Post-Training: A Data Regularization Perspective on LLM Post-Training.

Pingbang Hu, Xueshen Liu, Z. Morley Mao, Jiaqi W. Ma

CoRR, May, 2026

A Unified Theory of Random Projection for Influence Functions.

Pingbang Hu, Yuzheng Hu, Jiaqi W. Ma, Han Zhao

CoRR, February, 2026

2025

GraSS: Scalable Influence Function with Sparse Gradient Compression.

Pingbang Hu, Joseph Melkonian, Weijing Tang, Han Zhao, Jiaqi W. Ma

CoRR, May, 2025

A Reliable Cryptographic Framework for Empirical Machine Unlearning Evaluation.

Yiwen Tu, Pingbang Hu, Jiaqi Ma

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Adversarial Attacks on Data Attribution.

Xinhe Wang, Pingbang Hu, Junwei Deng, Jiaqi W. Ma

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Pseudo-Non-Linear Data Augmentation via Energy Minimization.

Pingbang Hu, Mahito Sugiyama

CoRR, 2024

Towards Reliable Empirical Machine Unlearning Evaluation: A Game-Theoretic View.

Yiwen Tu, Pingbang Hu, Jiaqi Ma

CoRR, 2024

Most Influential Subset Selection: Challenges, Promises, and Beyond.

Yuzheng Hu, Pingbang Hu, Han Zhao, Jiaqi W. Ma

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

dattri: A Library for Efficient Data Attribution.

Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Travel the Same Path: A Novel TSP Solving Strategy.

Pingbang Hu

CoRR, 2022