Muzhi Li

According to our database, Muzhi Li authored at least 12 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

An Entity Linking Agent for Question Answering.

Yajie Luo, Yihong Wu, Muzhi Li, Fengran Mo, Jia Ao Sun, Xinyu Wang, Liheng Ma, Yingxue Zhang, Jian-Yun Nie

CoRR, August, 2025

Reinforcing Question Answering Agents with Minimalist Policy Gradient Optimization.

Yihong Wu, Liheng Ma, Muzhi Li, Jiaming Zhou, Jianye Hao, Ho-fung Leung, Irwin King, Yingxue Zhang, Jian-Yun Nie

CoRR, May, 2025

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering.

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

CoRR, April, 2025

Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion.

Muzhi Li, Cehao Yang, Chengjin Xu, Xuhui Jiang, Yiyan Qi, Jian Guo, Ho-fung Leung, Irwin King

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation.

Shengjie Ma, Chengjin Xu, Xuhui Jiang, Muzhi Li, Huaren Qu, Cehao Yang, Jiaxin Mao, Jian Guo

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning.

Muzhi Li, Cehao Yang, Chengjin Xu, Zixing Song, Xuhui Jiang, Jian Guo, Ho-fung Leung, Irwin King

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Think-on-Graph 2.0: Deep and Interpretable Large Language Model Reasoning with Knowledge Graph-guided Retrieval.

Shengjie Ma, Chengjin Xu, Xuhui Jiang, Muzhi Li, Huaren Qu, Jian Guo

CoRR, 2024

Context Graph.

Chengjin Xu, Muzhi Li, Cehao Yang, Xuhui Jiang, Lumingyuan Tang, Yiyan Qi, Jian Guo

CoRR, 2024

The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing.

Muzhi Li, Minda Hu, Irwin King, Ho-fung Leung

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2022

Momentum Contrastive Pre-training for Question Answering.

Minda Hu, Muzhi Li, Yasheng Wang, Irwin King

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2009

Heuristic Optimization Algorithm for Task Assignment in Collaborative Project Based on CITIS.

Xingwen Zhao, Lili Jiang, Xiaoying Xi, Muzhi Li

Proceedings of the 2009 International Asia Conference on Informatics in Control, 2009

Heuristic Optimization for Dual-resource Constrained Job Shop Scheduling.

Huiyuan Ren, Lili Jiang, Xiaoying Xi, Muzhi Li

Proceedings of the 2009 International Asia Conference on Informatics in Control, 2009