A State-transition Framework to Answer Complex Questions over Knowledge Base. - Sen Hu 005; Lei Zou 001; Xinbo Zhang (EMNLP, 2018)

Answering Natural Language Questions by Subgraph Matching over Knowledge Graphs (Extended Abstract). - Sen Hu 005; Lei Zou 001; Jeffrey Xu Yu; Haixun Wang; Dongyan Zhao 001 (ICDE, 2018)

Answering Natural Language Questions by Subgraph Matching over Knowledge Graphs. - Sen Hu 005; Lei Zou 001; Jeffrey Xu Yu; Haixun Wang; Dongyan Zhao 001 (IEEE Trans. Knowl. Data Eng., 2018)

An Interactive Mechanism to Improve Question Answering Systems via Feedback. - Xinbo Zhang; Lei Zou 001; Sen Hu 005 (CIKM, 2019)

An In-depth Analysis of Graph Neural Networks for Semi-supervised Learning. - Yuyan Chen; Sen Hu 005; Lei Zou 001 (JIST (2), 2019)

How Question Generation Can Help Question Answering over Knowledge Base. - Sen Hu 005; Lei Zou 001; Zhanxing Zhu (NLPCC (1), 2019)

The Value of Paraphrase for Knowledge Base Predicates. - Bingcong Xue; Sen Hu 005; Lei Zou 001; Jiashu Cheng (AAAI, 2020)

Natural Answer Generation via Graph Transformer. - Xiangyu Li; Sen Hu 005; Lei Zou 001 (APWeb/WAIM (1), 2020)

Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA. - Xianpei Han; Zhichun Wang; Jiangtao Zhang; Qinghua Wen; Wenqi Li; Buzhou Tang; Qi Wang; Zhifan Feng; Yang Zhang; Yajuan Lu; Haitao Wang 019; Wenliang Chen; et al. (CoRR, 2020)

NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question Answering. - Minhao Zhang; Ruoyu Zhang 003; Lei Zou 001; Yinnian Lin; Sen Hu 005 (NAACL-HLT (Demonstrations), 2021)

COSSUM: Towards Conversation-Oriented Structured Summarization for Automatic Medical Insurance Assessment. - Sheng Xu; Xiaojun Wan 001; Sen Hu 005; Mengdi Zhou; Teng Xu 007; Hongbin Wang; Haitao Mi (KDD, 2022)

Knowledge based natural answer generation via masked-graph transformer. - Xiangyu Li; Sen Hu 005; Lei Zou 001 (World Wide Web, 2022)

Improving Knowledge Production Efficiency With Question Answering on Conversation. - Changlin Yang; Siye Liu; Sen Hu 005; Wangshu Zhang; Teng Xu 007; Jing Zheng (ACL (industry), 2023)

CORD: A Three-Stage Coarse-to-Fine Framework for Relation Detection in Knowledge Base Question Answering. - Yanzeng Li; Sen Hu 005; Wenjuan Han; Lei Zou 001 (CIKM, 2023)

S2M: Converting Single-Turn to Multi-Turn Datasets for Conversational Question Answering. - Baokui Li; Sen Zhang; Wangshu Zhang; Yicheng Chen 001; Changlin Yang; Sen Hu 005; Teng Xu 007; Siye Liu; Jiwei Li 001 (ECAI, 2023)

Read Key Points: Dialogue-Grounded Knowledge Points Generation with Multi-Level Salience-Aware Mixture. - Sen Zhang; Baokui Li; Wangshu Zhang; Changlin Yang; Yicheng Chen 001; Sen Hu 005; Teng Xu 007; Jiwei Li 001 (ECAI, 2023)

AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation. - Junjie Wang; Yicheng Chen 001; Wangshu Zhang; Sen Hu 005; Teng Xu 007; Jing Zheng (EMNLP (Industry Track), 2023)

A Data-centric Solution to Improve Online Performance of Customer Service Bots. - Sen Hu 005; Changlin Yang; Junjie Wang; Siye Liu; Teng Xu 007; Wangshu Zhang; Jing Zheng (SIGIR, 2023)

From Beginner to Expert: Modeling Medical Knowledge into General LLMs. - Qiang Li 022; Xiaoyan Yang; Haowen Wang; Qin Wang; Lei Liu; Junjie Wang; Yang Zhang; Mingyuan Chu; Sen Hu 005; Yicheng Chen 001; Yue Shen; Cong Fan; et al. (CoRR, 2023)

Are LLM-based Evaluators Confusing NLG Quality Criteria? - Xinyu Hu 001; Mingqi Gao 002; Sen Hu 005; Yang Zhang; Yicheng Chen 001; Teng Xu 007; Xiaojun Wan 001 (ACL (1), 2024)

SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents. - Yifu Guo; Jiaye Lin; Huacan Wang; Yuzhen Han; Sen Hu 005; Ziyi Ni; Licheng Wang; Mingguang Chen (NeurIPS, 2025)

GAP: Graph-Assisted Prompts for Dialogue-based Medication Recommendation. - Jialun Zhong; Yanzeng Li; Sen Hu 005; Yang Zhang; Teng Xu 007; Lei Zou 001 (CoRR, 2025)

RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving. - Huacan Wang; Ziyi Ni; Shuo Zhang; Shuo Lu; Sen Hu 005; Ziyang He; Chen Hu; Jiaye Lin; Yifu Guo; Yuntao Du 001; Pin Lyu (CoRR, 2025)

SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents. - Jiaye Lin; Yifu Guo; Yuzhen Han; Sen Hu 005; Ziyi Ni; Licheng Wang; Mingguang Chen; Hongzhang Liu; Ronghao Chen; Yangfan He; Daxin Jiang; Binxing Jiao; et al. (CoRR, 2025)

GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging. - Ziyi Ni; Huacan Wang; Shuo Zhang; Shuo Lu; Ziyang He; Wang You; Zhenheng Tang; Yuntao Du 001; Bill Sun; Hongzhang Liu; Sen Hu 005; Ronghao Chen; et al. (CoRR, 2025)

Octopus: Agentic Multimodal Reasoning with Six-Capability Orchestration. - Yifu Guo; Zishan Xu; Zhiyuan Yao; Yuquan Lu; Jiaye Lin; Sen Hu 005; Zhenheng Tang; Huacan Wang; Ronghao Chen (CoRR, 2025)

GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging. - Ziyi Ni; Huacan Wang; Shuo Zhang; Shuo Lu; Ziyang He; Wang You; Zhenheng Tang; Sen Hu 005; Bo Li 117; Chen Hu; Binxing Jiao; Daxin Jiang; et al. (AAAI, 2026)

Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory. - Sen Hu 005; Yuxiang Wei; Jiaxin Ran; Zhiyuan Yao; Xueran Han; Huacan Wang; Ronghao Chen; Lei Zou 001 (CoRR, 2026)

KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions. - Tingyu Wu; Zhisheng Chen; Ziyan Weng; Shuhe Wang; Chenglong Li; Shuo Zhang; Sen Hu 005; Silin Wu; Qizhen Lan; Huacan Wang; Ronghao Chen (CoRR, 2026)

MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences. - Qihao Wang; Ziming Cheng; Shuo Zhang; Fan Liu; Rui Xu; Heng Lian 003; Kunyi Wang; Xiaoming Yu; Jianghao Yin; Sen Hu 005; Yue Hu; Shaolei Zhang; et al. (CoRR, 2026)

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning. - Chengwen Liu; Xiaomin Yu; Zhuoyue Chang; Zhe Huang; Shuo Zhang; Heng Lian 003; Kunyi Wang; Rui Xu; Sen Hu 005; Jianheng Hou; Hao Peng; Chengwei Qin; et al. (CoRR, 2026)

RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction. - Haonan Bian; Zhiyuan Yao; Sen Hu 005; Zishan Xu; Shaolei Zhang; Yifu Guo; Ziliang Yang; Xueran Han; Huacan Wang; Ronghao Chen (CoRR, 2026)

CloneMem: Benchmarking Long-Term Memory for AI Clones. - Sen Hu 005; Zhiyu Zhang; Yuxiang Wei; Xueran Han; Zhenheng Tang; Huacan Wang; Ronghao Chen (CoRR, 2026)

Controlled Self-Evolution for Algorithmic Code Optimization. - Tu Hu; Ronghao Chen; Shuo Zhang; Jianghao Yin; Mou Xiao Feng; Jingping Liu; Shaolei Zhang; Wenqi Jiang; Yuqi Fang; Sen Hu 005; Huacan Wang; Yi Xu (CoRR, 2026)

EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines. - Shuo Zhang; Chaofa Yuan; Ryan Guo; Xiaomin Yu; Rui Xu; Zhangquan Chen; Zinuo Li; Zhi Yang; Shuhao Guan; Zhenheng Tang; Sen Hu 005; Liwen Zhang; et al. (CoRR, 2026)

QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining. - Jun Han; Shuo Zhang; Wei Li; Zhi Yang; Yifan Dong; Tu Hu; Jialuo Yuan; Xiaomin Yu; Yumo Zhu; Fangqi Lou; Xin Guo; Zhaowei Liu; et al. (CoRR, 2026)

EpochX: Building the Infrastructure for an Emergent Agent Civilization. - Huacan Wang; Chaofa Yuan; Xialie Zhuang; Tu Hu; Shuo Zhang; Jun Han; Shi Wei; Daiqiang Li; Jingping Liu; Kunyi Wang; Zihan Yin; Zhenheng Tang; et al. (CoRR, 2026)

SkillGenBench: Benchmarking Skill Generation Pipelines for LLM Agents. - Yifan Zhou; Zhentao Zhang; Ziming Cheng; Shuo Zhang; Qizhen Lan; Zhangquan Chen; Zhi Yang; QianyuXu; Ronghao Chen; Huacan Wang; Sen Hu 005 (CoRR, 2026)