ProAgent: From Robotic Process Automation to Agentic Process Automation. - Yining Ye; Xin Cong; Shizuo Tian; Jiannan Cao; Hao Wang 139; Yujia Qin; Yaxi Lu; Heyang Yu; Huadong Wang; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2023)

Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation. - Chunyuan Deng; Yilun Zhao 001; Yuzhao Heng; Yitong Li; Jiannan Cao; Xiangru Tang; Arman Cohan (ACL (Findings), 2024)

RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback. - Yanming Liu 003; Xinyue Peng; Xuhong Zhang 002; Weihao Liu; Jianwei Yin; Jiannan Cao; Tianyu Du (ACL (Findings), 2024)

SPA: Towards A Computational Friendly Cloud-Base and On-Devices Collaboration Seq2seq Personalized Generation with Causal Inference. - Yanming Liu 003; Xinyue Peng; Jiannan Cao; Le Dai; Xingzu Liu; Ruilin Nong; Weihao Liu; Songhang Deng (PRICAI (2), 2024)

SPA: Towards A Computational Friendly Cloud-Base and On-Devices Collaboration Seq2seq Personalized Generation. - Yanming Liu 003; Xinyue Peng; Jiannan Cao; Le Dai; Xingzu Liu; Weihao Liu; Mingbang Wang (CoRR, 2024)

Tool-Planner: Dynamic Solution Tree Planning for Large Language Model with Tool Clustering. - Yanming Liu 003; Xinyue Peng; Yuwei Zhang; Jiannan Cao; Xuhong Zhang 002; Sheng Cheng; Xun Wang; Jianwei Yin; Tianyu Du (CoRR, 2024)

MemDPT: Differential Privacy for Memory Efficient Language Models. - Yanming Liu 003; Xinyue Peng; Jiannan Cao; Yuwei Zhang; Chen Ma; Songhang Deng; Mengchen Fu; Xuhong Zhang 002; Sheng Cheng; Xun Wang; Jianwei Yin; Tianyu Du (CoRR, 2024)

Unveiling the Spectrum of Data Contamination in Language Models: A Survey from Detection to Remediation. - Chunyuan Deng; Yilun Zhao 001; Yuzhao Heng; Yitong Li; Jiannan Cao; Xiangru Tang; Arman Cohan (CoRR, 2024)

DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models. - Yanming Liu 003; Xinyue Peng; Yuwei Zhang; Xiaolan Ke; Songhang Deng; Jiannan Cao; Chen Ma; Mengchen Fu; Xuhong Zhang 002; Sheng Cheng; Xun Wang; Jianwei Yin; et al. (AAAI, 2025)

Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding. - Yanming Liu 003; Xinyue Peng; Jiannan Cao; Shi Bo; Yanxin Shen; Tianyu Du; Sheng Cheng; Xun Wang; Jianwei Yin; Xuhong Zhang 002 (ICLR, 2025)

Tool-Planner: Task Planning with Clusters across Multiple Tools. - Yanming Liu 003; Xinyue Peng; Jiannan Cao; Shi Bo; Yuwei Zhang; Xuhong Zhang 002; Sheng Cheng; Xun Wang; Jianwei Yin; Tianyu Du (ICLR, 2025)

EquiBench: Benchmarking Code Reasoning Capabilities of Large Language Models via Equivalence Checking. - Anjiang Wei; Jiannan Cao; Ran Li; Hongyu Chen; Yuhui Zhang; Ziheng Wang; Yaofeng Sun; Yuan Liu; Thiago S. F. X. Teixeira; Diyi Yang; Ke Wang; Alex Aiken (CoRR, 2025)

CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis. - Anjiang Wei; Tarun Suresh; Jiannan Cao; Naveen Kannan; Yuheng Wu; Kai Yan; Thiago S. F. X. Teixeira; Ke Wang; Alex Aiken (CoRR, 2025)