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)

A Concept Knowledge Graph for User Next Intent Prediction at Alipay. - Yacheng He; Qianghuai Jia; Lin Yuan; Ruopeng Li; Yixin Ou; Ningyu Zhang 001 (WWW (Companion Volume), 2023)

Layout and Task Aware Instruction Prompt for Zero-shot Document Image Question Answering. - Wenjin Wang 003; Yunhao Li; Yixin Ou; Yin Zhang 006 (CoRR, 2023)

OceanGPT: A Large Language Model for Ocean Science Tasks. - Zhen Bi; Ningyu Zhang 001; Yida Xue; Yixin Ou; Daxiong Ji; Guozhou Zheng; Huajun Chen (ACL (1), 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)

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)

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)

How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training. - Yixin Ou; Yunzhi Yao; Ningyu Zhang 001; Hui Jin; Jiacheng Sun; Shumin Deng; Zhenguo Li; Huajun Chen (ACL (Findings), 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)

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)