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)

A Versatile Influence Function for Data Attribution with Non-Decomposable Loss. - Junwei Deng; Weijing Tang; Jiaqi W. Ma (CoRR, 2024)

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

Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities. - Qirun Dai 002; Dylan Zhang; Jiaqi W. Ma; Hao Peng (CoRR, 2025)

Detecting and Filtering Unsafe Training Data via Data Attribution. - Yijun Pan; Taiwei Shi; Jieyu Zhao; Jiaqi W. Ma (CoRR, 2025)

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

A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning. - Yuzheng Hu; Fan Wu 011; Haotian Ye; David A. Forsyth; James Zou 001; Nan Jiang; Jiaqi W. Ma; Han Zhao (CoRR, 2025)

Measuring Fine-Grained Relatedness in Multitask Learning via Data Attribution. - Yiwen Tu; Ziqi Liu; Jiaqi W. Ma; Weijing Tang (CoRR, 2025)

Daunce: Data Attribution through Uncertainty Estimation. - Xingyuan Pan; Chenlu Ye; Joseph Melkonian; Jiaqi W. Ma; Tong Zhang 001 (CoRR, 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, 2025)

Accountability Attribution: Tracing Model Behavior to Training Processes. - Shichang Zhang; Hongzhe Du; Karim Saraipour; Jiaqi W. Ma; Himabindu Lakkaraju (CoRR, 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 003; Jiaqi W. Ma; Chenyan Xiong (CoRR, 2025)