Heuristic Optimization for Dual-resource Constrained Job Shop Scheduling. - Huiyuan Ren; Lili Jiang 003; Xiaoying Xi; Muzhi Li (CAR, 2009)

Heuristic Optimization Algorithm for Task Assignment in Collaborative Project Based on CITIS. - Xingwen Zhao; Lili Jiang 003; Xiaoying Xi; Muzhi Li (CAR, 2009)

Momentum Contrastive Pre-training for Question Answering. - Minda Hu; Muzhi Li; Yasheng Wang; Irwin King (EMNLP, 2022)

The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing. - Muzhi Li; Minda Hu; Irwin King; Ho-fung Leung (NAACL-HLT, 2024)

Context Graph. - Chengjin Xu; Muzhi Li; Cehao Yang; Xuhui Jiang; Lumingyuan Tang; Yiyan Qi; Jian Guo (CoRR, 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-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 (AAAI, 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 (ICLR, 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 (NAACL (Long Papers), 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; et al. (CoRR, 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 001; Jian-Yun Nie (CoRR, 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 001; Jian-Yun Nie (CoRR, 2025)