Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models. - Shengnan An; Yifei Li 005; Zeqi Lin; Qian Liu; Bei Chen; Qiang Fu 015; Weizhu Chen; Nanning Zheng 001; Jian-Guang Lou (CoRR, 2022)

Exploiting high-order local and global user-item interactions for effective recommendation. - Sheng Tian; Guibing Guo; Yifei Li 005; Yuan Liu 002; Xingwei Wang 001 (Knowl. Based Syst., 2022)

Making Language Models Better Reasoners with Step-Aware Verifier. - Yifei Li 005; Zeqi Lin; Shizhuo Zhang; Qiang Fu 015; Bei Chen; Jian-Guang Lou; Weizhu Chen (ACL (1), 2023)

Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations. - Peiyi Wang; Lei Li 039; Zhihong Shao; R. X. Xu; Damai Dai; Yifei Li 005; Deli Chen; Y. Wu; Zhifang Sui (CoRR, 2023)

AttributionBench: How Hard is Automatic Attribution Evaluation? - Yifei Li 005; Xiang Yue; Zeyi Liao; Huan Sun 001 (ACL (Findings), 2024)

Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations. - Peiyi Wang; Lei Li 039; Zhihong Shao; Runxin Xu; Damai Dai; Yifei Li 005; Deli Chen; Yu Wu; Zhifang Sui (ACL (1), 2024)

TableLlama: Towards Open Large Generalist Models for Tables. - Tianshu Zhang 001; Xiang Yue; Yifei Li 005; Huan Sun 001 (NAACL-HLT, 2024)

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery. - Ziru Chen; Shijie Chen; Yuting Ning; Qianheng Zhang; Boshi Wang; Botao Yu; Yifei Li 005; Zeyi Liao; Chen Wei; Zitong Lu; Vishal Dey; Mingyi Xue 001; et al. (ICLR, 2025)

AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists. - Yifei Li 005; Hanane Nour Moussa; Ziru Chen; Shijie Chen; Botao Yu; Mingyi Xue 001; Benjamin Burns; Tzu-Yao Chiu; Vishal Dey; Zitong Lu; Chen Wei; Qianheng Zhang; et al. (CoRR, 2025)

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge. - Boyu Gou; Zanming Huang; Yuting Ning; Yu Gu 016; Michael Lin; Weijian Qi; Andrei Kopanev; Botao Yu; Bernal Jiménez Gutiérrez; Yiheng Shu; Chan Hee Song; Jiaman Wu; et al. (CoRR, 2025)