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ORCIDMuzhi Li 0001
Person information
- affiliation: Chinese University of Hong Kong, SAR, Hong Kong, China
Other persons with the same name
- Muzhi Li 0002 — Guangdong University of Technology, Guangzhou, Guangzhou, China
- Muzhi Li 0003 — Bytedance, China
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2020 – today
- 2025
[c7]Muzhi Li, Cehao Yang, Chengjin Xu, Zixing Song, Xuhui Jiang, Jian Guo, Ho-fung Leung, Irwin King:
Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning. AAAI 2025: 12102-12111- [c6]Xinyu Wang
, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Hailin He, Zhuhong Li, Yuchen Hua, Muzhi Li, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Fengran Mo, Yufei Cui, Ling Zhou:
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering. CIKM 2025: 6144-6152 - [c5]Shengjie Ma, Chengjin Xu, Xuhui Jiang, Muzhi Li, Huaren Qu, Cehao Yang, Jiaxin Mao, Jian Guo:
Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation. ICLR 2025 - [c4]Zixing Song, Muzhi Li, Yifei Zhang, Irwin King, José Miguel Hernández-Lobato:
Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real Time. KDD (2) 2025: 2644-2655 - [c3]Muzhi Li, Cehao Yang, Chengjin Xu, Xuhui Jiang, Yiyan Qi, Jian Guo, Ho-fung Leung, Irwin King:
Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion. NAACL (Long Papers) 2025: 4349-4363 - [i14]Xinyu Wang, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Muzhi Li, Zhuhong Li, Hailin He, Yuchen Hua, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Ling Zhou:
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering. CoRR abs/2504.14493 (2025) - [i13]Yihong Wu, Liheng Ma, Muzhi Li, Jiaming Zhou, Jianye Hao, Ho-fung Leung, Irwin King, Yingxue Zhang, Jian-Yun Nie:
Reinforcing Question Answering Agents with Minimalist Policy Gradient Optimization. CoRR abs/2505.17086 (2025) - [i12]Yajie Luo, Yihong Wu, Muzhi Li, Fengran Mo, Jia Ao Sun, Xinyu Wang, Liheng Ma, Yingxue Zhang, Jian-Yun Nie:
An Entity Linking Agent for Question Answering. CoRR abs/2508.03865 (2025) - [i11]Muzhi Li, Jinhu Qi, Yihong Wu, Minghao Zhao, Liheng Ma, Yifan Li, Xinyu Wang, Yingxue Zhang, Ho-fung Leung, Irwin King:
From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Training Retrieval-Augmented Generation Agents. CoRR abs/2509.23071 (2025) - [i10]Yihong Wu, Liheng Ma, Lei Ding, Muzhi Li, Xinyu Wang, Kejia Chen, Zhan Su, Zhanguang Zhang, Chenyang Huang, Yingxue Zhang, Mark Coates, Jian-Yun Nie:
It Takes Two: Your GRPO Is Secretly DPO. CoRR abs/2510.00977 (2025) - [i9]Zhenghan Tai, Hanwei Wu, Qingchen Hu, Jijun Chi, Hailin He, Lei Ding, Tung Sum Thomas Kwok, Bohuai Xiao, Yuchen Hua, Suyuchen Wang, Peng Lu, Muzhi Li, Yihong Wu, Liheng Ma, Jerry Huang, Jiayi Zhang, Gonghao Zhang, Chaolong Jiang, Jingrui Tian, Sicheng Lyu, Zeyu Li, Boyu Han, Fengran Mo, Xinyue Yu, Yufei Cui, Ling Zhou, Xinyu Wang:
VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering. CoRR abs/2510.10828 (2025) - [i8]Xinyu Wang, Hanwei Wu, Qingchen Hu, Zhenghan Tai, Jingrui Tian, Lei Ding, Jijun Chi, Hailin He, Tung Sum Thomas Kwok, Yufei Cui, Sicheng Lyu, Muzhi Li, Mingze Li, Xinyue Yu, Ling Zhou, Peng Lu:
R2R: A Route-to-Rerank Post-Training Framework for Multi-Domain Decoder-Only Rerankers. CoRR abs/2511.19987 (2025) - [i7]Zhihan Guo, Feiyang Xu, Yifan Li, Muzhi Li, Shuai Zou, Jiele Wu, Han Shi, Haoli Bai, Ho-fung Leung, Irwin King:
Dr.Mi-Bench: A Modular-integrated Benchmark for Scientific Deep Research Agent. CoRR abs/2512.00986 (2025) - 2024
- [c2]Muzhi Li, Minda Hu, Irwin King, Ho-fung Leung:
The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing. NAACL-HLT 2024: 6625-6638 - [i6]Muzhi Li, Minda Hu, Irwin King, Ho-fung Leung:
The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing. CoRR abs/2404.08313 (2024) - [i5]Chengjin Xu, Muzhi Li, Cehao Yang, Xuhui Jiang, Lumingyuan Tang, Yiyan Qi, Jian Guo:
Context Graph. CoRR abs/2406.11160 (2024) - [i4]Shengjie Ma, Chengjin Xu, Xuhui Jiang, Muzhi Li, Huaren Qu, Jian Guo:
Think-on-Graph 2.0: Deep and Interpretable Large Language Model Reasoning with Knowledge Graph-guided Retrieval. CoRR abs/2407.10805 (2024) - [i3]Muzhi Li, Cehao Yang, Chengjin Xu, Zixing Song, Xuhui Jiang, Jian Guo, Ho-fung Leung, Irwin King:
Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning. CoRR abs/2410.16803 (2024) - [i2]Muzhi Li, Cehao Yang, Chengjin Xu, Xuhui Jiang, Yiyan Qi, Jian Guo, Ho-fung Leung, Irwin King:
Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion. CoRR abs/2411.08165 (2024) - 2022
- [c1]Minda Hu, Muzhi Li, Yasheng Wang, Irwin King:
Momentum Contrastive Pre-training for Question Answering. EMNLP 2022: 4324-4330 - [i1]Minda Hu, Muzhi Li, Yasheng Wang, Irwin King:
Momentum Contrastive Pre-training for Question Answering. CoRR abs/2212.05762 (2022)
Coauthor Index
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