Agents: An Open-source Framework for Autonomous Language Agents. - Wangchunshu Zhou; Yuchen Eleanor Jiang; Long Li; Jialong Wu 007; Tiannan Wang; Shi Qiu; Jintian Zhang; Jing Chen; Ruipu Wu; Shuai Wang; Shiding Zhu; Jiyu Chen; et al. (CoRR, 2023)

Constituency Parsing using LLMs. - Xuefeng Bai; Jialong Wu 007; Yulong Chen; Zhongqing Wang; Yue Zhang (CoRR, 2023)

DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference. - Jialong Wu 007; Linhai Zhang; Deyu Zhou; Guoqiang Xu (ACL (Findings), 2024)

STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models. - Linhai Zhang; Jialong Wu 007; Deyu Zhou; Guoqiang Xu (ACL (Findings), 2024)

Weaver: Foundation Models for Creative Writing. - Tiannan Wang; Jiamin Chen; Qingrui Jia; Shuai Wang; Ruoyu Fang; Huilin Wang; Zhaowei Gao; Chunzhao Xie; Chuou Xu; Jihong Dai; Yibin Liu; Jialong Wu 007; et al. (CoRR, 2024)

Symbolic Learning Enables Self-Evolving Agents. - Wangchunshu Zhou; Yixin Ou; Shengwei Ding; Long Li; Jialong Wu 007; Tiannan Wang; Jiamin Chen; Shuai Wang; Xiaohua Xu 003; Ningyu Zhang 001; Huajun Chen; Yuchen Eleanor Jiang (CoRR, 2024)

Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment. - Congzhi Zhang; Linhai Zhang; Jialong Wu 007; Yulan He 001; Deyu Zhou (AAAI, 2025)

SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation. - Jialong Wu 007; Zhenglin Wang; Linhai Zhang; Yilong Lai; Yulan He 001; Deyu Zhou (ACL (1), 2025)

WebWalker: Benchmarking LLMs in Web Traversal. - Jialong Wu 007; Wenbiao Yin; Yong Jiang 001; Zhenglin Wang; Zekun Xi; Runnan Fang; Linhai Zhang; Yulan He 001; Deyu Zhou; Pengjun Xie; Fei Huang 002 (ACL (1), 2025)

PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation. - Linhai Zhang; Jialong Wu 007; Deyu Zhou; Yulan He 001 (ACL (1), 2025)

AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment. - Yilong Lai; Jialong Wu 007; Congzhi Zhang; Haowen Sun; Deyu Zhou (COLING, 2025)

SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding. - Zhenglin Wang; Jialong Wu 007; Yilong Lai; Congzhi Zhang; Deyu Zhou (COLING, 2025)

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking. - Zekun Xi; Wenbiao Yin; Jizhan Fang; Jialong Wu 007; Runnan Fang; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (CoRR, 2025)

Benchmarking Temporal Reasoning and Alignment Across Chinese Dynasties. - Zhenglin Wang; Jialong Wu 007; Pengfei Li; Yong Jiang 001; Deyu Zhou (CoRR, 2025)

SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement. - Runnan Fang; Xiaobin Wang; Yuan Liang; Shuofei Qiao; Jialong Wu 007; Zekun Xi; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (CoRR, 2025)

EvolveSearch: An Iterative Self-Evolving Search Agent. - Dingchu Zhang; Yida Zhao; Jialong Wu 007; Baixuan Li; Wenbiao Yin; Liwen Zhang; Yong Jiang 001; Yufeng Li; Kewei Tu; Pengjun Xie; Fei Huang 002 (CoRR, 2025)

WebDancer: Towards Autonomous Information Seeking Agency. - Jialong Wu 007; Baixuan Li; Runnan Fang; Wenbiao Yin; Liwen Zhang; Zhengwei Tao; Dingchu Zhang; Zekun Xi; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Jingren Zhou 001 (CoRR, 2025)

AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation. - Yilong Lai; Jialong Wu 007; Zhenglin Wang; Deyu Zhou (CoRR, 2025)

WebSailor: Navigating Super-human Reasoning for Web Agent. - Kuan Li; Zhongwang Zhang; Huifeng Yin; Liwen Zhang; Litu Ou; Jialong Wu 007; Wenbiao Yin; Baixuan Li; Zhengwei Tao; Xinyu Wang 013; Weizhou Shen; Junkai Zhang; et al. (CoRR, 2025)

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization. - Zhengwei Tao; Jialong Wu 007; Wenbiao Yin; Junkai Zhang; Baixuan Li; Haiyang Shen; Kuan Li; Liwen Zhang; Xinyu Wang 013; Yong Jiang 001; Pengjun Xie; Fei Huang 002; et al. (CoRR, 2025)

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent. - Xinyu Geng; Peng Xia; Zhen Zhang; Xinyu Wang 013; Qiuchen Wang; Ruixue Ding; Chenxi Wang; Jialong Wu 007; Yida Zhao; Kuan Li; Yong Jiang 001; Pengjun Xie; et al. (CoRR, 2025)

Memp: Exploring Agent Procedural Memory. - Runnan Fang; Yuan Liang; Xiaobin Wang; Jialong Wu 007; Shuofei Qiao; Pengjun Xie; Fei Huang 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)