Layer-Wise Learning Rate Optimization for Task-Dependent Fine-Tuning of Pre-Trained Models: An Evolutionary Approach. - Chenyang Bu; Yuxin Liu; Manzong Huang; Jianxuan Shao; Shengwei Ji; Wenjian Luo; Xindong Wu 001 (ACM Trans. Evol. Learn. Optim., 2024)

How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback. - Manzong Huang; Chenyang Bu; Yi He 007; Xindong Wu 001 (CoRR, 2025)