Expressiveness of Rectifier Networks. - Xingyuan Pan; Vivek Srikumar (ICML, 2016)

Learning to Speed Up Structured Output Prediction. - Xingyuan Pan; Vivek Srikumar (ICML, 2018)

Understanding Constraints in Structured Prediction Problems. - Xingyuan Pan (2019)

Learning Constraints for Structured Prediction Using Rectifier Networks. - Xingyuan Pan; Maitrey Mehta; Vivek Srikumar (ACL, 2020)

The VolcTrans System for WMT22 Multilingual Machine Translation Task. - Xian Qian; Kai Hu; Jiaqiang Wang; Yifeng Liu 004; Xingyuan Pan; Jun Cao; Mingxuan Wang (WMT, 2022)

Pan-cancer identification of the relationship of metabolism-related differentially expressed transcription regulation with non-differentially expressed target genes via a gated recurrent unit network. - Meiyu Duan; Yueying Wang; Ya Qiao; Yangyang Wang; Xingyuan Pan; Zhuyu Hu; Yanyue Ran; Xian Fu; Yusi Fan; Lan Huang 002; Fengfeng Zhou (Comput. Biol. Medicine, 2022)

G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation. - Xingyuan Pan; Luyang Huang; Liyan Kang; Zhicheng Liu; Yu Lu; Shanbo Cheng (ACL (1), 2024)

ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting. - Rui Pan 002; Jipeng Zhang; Xingyuan Pan; Renjie Pi; Xiaoyu Wang 008; Tong Zhang 001 (CoRR, 2024)

ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting. - Rui Pan 002; Dylan Zhang; Hanning Zhang; Xingyuan Pan; Minrui Xu; Jipeng Zhang; Renjie Pi; Xiaoyu Wang 008; Tong Zhang 001 (ACL (1), 2025)

Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training. - Boyao Wang; Rui Pan 002; Shizhe Diao; Xingyuan Pan; Jipeng Zhang; Renjie Pi; Tong Zhang 001 (CoRR, 2025)

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

Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods. - Yifan Hao 002; Xingyuan Pan; Hanning Zhang; Chenlu Ye; Rui Pan 002; Tong Zhang 001 (CoRR, 2025)