DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. - Ningyu Zhang 001; Xin Xu 010; Liankuan Tao; Haiyang Yu 003; Hongbin Ye; Shuofei Qiao; Xin Xie 006; Xiang Chen 016; Zhoubo Li; Lei Li 040 (EMNLP (Demos), 2022)

On Analyzing the Role of Image for Visual-enhanced Relation Extraction. - Lei Li 040; Xiang Chen 016; Shuofei Qiao; Feiyu Xiong; Huajun Chen; Ningyu Zhang 001 (CoRR, 2022)

On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract). - Lei Li 040; Xiang Chen 016; Shuofei Qiao; Feiyu Xiong; Huajun Chen; Ningyu Zhang 001 (AAAI, 2023)

Reasoning with Language Model Prompting: A Survey. - Shuofei Qiao; Yixin Ou; Ningyu Zhang 001; Xiang Chen 016; Yunzhi Yao; Shumin Deng; Chuanqi Tan; Fei Huang 002; Huajun Chen (ACL (1), 2023)

One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER. - Xiang Chen 016; Lei Li 040; Shuofei Qiao; Ningyu Zhang 001; Chuanqi Tan; Yong Jiang 001; Fei Huang 002; Huajun Chen (IJCAI, 2023)

InstructIE: A Bilingual Instruction-based Information Extraction Dataset. - Honghao Gui; Shuofei Qiao; Jintian Zhang; Hongbin Ye; Mengshu Sun; Lei Liang 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2023)

Making Language Models Better Tool Learners with Execution Feedback. - Shuofei Qiao; Honghao Gui; Huajun Chen; Ningyu Zhang 001 (CoRR, 2023)

AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning. - Shuofei Qiao; Ningyu Zhang 001; Runnan Fang; Yujie Luo; Wangchunshu Zhou; Yuchen Eleanor Jiang; Chengfei Lv; Huajun Chen (ACL (1), 2024)

Knowledge Mechanisms in Large Language Models: A Survey and Perspective. - Mengru Wang; Yunzhi Yao; Ziwen Xu; Shuofei Qiao; Shumin Deng; Peng Wang 104; Xiang Chen 016; Jia-Chen Gu; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen; et al. (EMNLP (Findings), 2024)

Refining Guideline Knowledge for Agent Planning Using Textgrad. - Runnan Fang; Shuofei Qiao; Zekun Xi (ICKG, 2024)

Making Language Models Better Tool Learners with Execution Feedback. - Shuofei Qiao; Honghao Gui; Chengfei Lv; Qianghuai Jia; Huajun Chen; Ningyu Zhang 001 (NAACL-HLT, 2024)

Agent Planning with World Knowledge Model. - Shuofei Qiao; Runnan Fang; Ningyu Zhang 001; Yuqi Zhu; Xiang Chen 016; Shumin Deng; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (NeurIPS, 2024)

InstructIE: A Bilingual Instruction-based Information Extraction Dataset. - Honghao Gui; Shuofei Qiao; Jintian Zhang; Hongbin Ye; Mengshu Sun; Lei Liang 002; Jeff Z. Pan; Huajun Chen; Ningyu Zhang 001 (ISWC (3), 2024)

AUTOACT: Automatic Agent Learning from Scratch via Self-Planning. - Shuofei Qiao; Ningyu Zhang 001; Runnan Fang; Yujie Luo; Wangchunshu Zhou; Yuchen Eleanor Jiang; Chengfei Lv; Huajun Chen (CoRR, 2024)

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models. - Yixin Ou; Ningyu Zhang 001; Honghao Gui; Ziwen Xu; Shuofei Qiao; Yida Xue; Runnan Fang; Kangwei Liu; Lei Li 040; Zhen Bi; Guozhou Zheng; Huajun Chen (CoRR, 2024)

LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunities. - Yuqi Zhu; Xiaohan Wang; Jing Chen; Shuofei Qiao; Yixin Ou; Yunzhi Yao; Shumin Deng; Huajun Chen; Ningyu Zhang 001 (World Wide Web (WWW), 2024)

Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning. - Yuxia Geng; Runkai Zhu; Jiaoyan Chen 001; Jintai Chen; Xiang Chen 016; Zhuo Chen 007; Shuofei Qiao; Yuxiang Wang 001; Xiaoliang Xu; Sheng-Jun Huang (ACL (Findings), 2025)

OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; et al. (ACL (1), 2025)

Agentic Knowledgeable Self-awareness. - Shuofei Qiao; Zhisong Qiu; Baochang Ren; Xiaobin Wang; Xiangyuan Ru; Ningyu Zhang 001; Xiang Chen 016; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (ACL (1), 2025)

Benchmarking Agentic Workflow Generation. - Shuofei Qiao; Runnan Fang; Zhisong Qiu; Xiaobin Wang; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (ICLR, 2025)

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents. - Yuqi Zhu; Shuofei Qiao; Yixin Ou; Shumin Deng; Shiwei Lyu; Yue Shen; Lei Liang 002; Jinjie Gu; Huajun Chen; Ningyu Zhang 001 (NAACL (Findings), 2025)

LightThinker: Thinking Step-by-Step Compression. - Jintian Zhang; Yuqi Zhu; Mengshu Sun; Yujie Luo; Shuofei Qiao; Lun Du; Da Zheng; Huajun Chen; Ningyu Zhang 001 (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)

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science. - Yixin Ou; Yujie Luo; Jingsheng Zheng; Lanning Wei; Shuofei Qiao; Jintian Zhang; Da Zheng; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study. - Yuqi Zhu; Yi Zhong; Jintian Zhang; Ziheng Zhang; Shuofei Qiao; Yujie Luo; Lun Du; Da Zheng; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality. - Baochang Ren; Shuofei Qiao; Wenhao Yu 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; 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)

Decoupled Functional Evaluation of Autonomous Driving Models via Feature Map Quality Scoring. - Ludan Zhang; Sihan Wang; Yuqi Dai; Shuofei Qiao; Qinyue Luo; Lei He (CoRR, 2025)