Jiaqi W. Ma

According to our database, Jiaqi W. Ma authored at least 13 papers between 2024 and 2025.

Collaborative distances:

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

2025

DATE-LM: Benchmarking Data Attribution Evaluation for Large Language Models.

Cathy Jiao, Yijun Pan, Emily Xiao, Daisy Sheng, Niket Jain, Hanzhang Zhao, Ishita Dasgupta, Jiaqi W. Ma, Chenyan Xiong

CoRR, July, 2025

Accountability Attribution: Tracing Model Behavior to Training Processes.

Shichang Zhang, Hongzhe Du, Karim Saraipour, Jiaqi W. Ma, Himabindu Lakkaraju

CoRR, June, 2025

Taming Hyperparameter Sensitivity in Data Attribution: Practical Selection Without Costly Retraining.

Weiyi Wang, Junwei Deng, Yuzheng Hu, Shiyuan Zhang, Xirui Jiang, Runting Zhang, Han Zhao, Jiaqi W. Ma

CoRR, May, 2025

Daunce: Data Attribution through Uncertainty Estimation.

Xingyuan Pan, Chenlu Ye, Joseph Melkonian, Jiaqi W. Ma, Tong Zhang

CoRR, May, 2025

Measuring Fine-Grained Relatedness in Multitask Learning via Data Attribution.

Yiwen Tu, Ziqi Liu, Jiaqi W. Ma, Weijing Tang

CoRR, May, 2025

A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning.

Yuzheng Hu, Fan Wu, Haotian Ye, David A. Forsyth, James Zou, Nan Jiang, Jiaqi W. Ma, Han Zhao

CoRR, May, 2025

GraSS: Scalable Influence Function with Sparse Gradient Compression.

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

CoRR, May, 2025

Detecting and Filtering Unsafe Training Data via Data Attribution.

Yijun Pan, Taiwei Shi, Jieyu Zhao, Jiaqi W. Ma

CoRR, February, 2025

Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities.

Qirun Dai, Dylan Zhang, Jiaqi W. Ma, Hao Peng

CoRR, January, 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

A Versatile Influence Function for Data Attribution with Non-Decomposable Loss.

Junwei Deng, Weijing Tang, Jiaqi W. 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 38: 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 38: Annual Conference on Neural Information Processing Systems 2024, 2024