Manzong Huang

According to our database, Manzong Huang authored at least 4 papers between 2024 and 2026.

Collaborative distances:

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

2026

Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG.

Manzong Huang, Chenyang Bu, Yi He, Xingrui Zhuo, Xindong Wu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Relation-Aware Retrieval Augmented Generation for Relation Extraction.

Lei Tian, Chenyang Bu, Manzong Huang, Xindong Wu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback.

Manzong Huang, Chenyang Bu, Yi He, Xindong Wu

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

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

ACM Trans. Evol. Learn. Optim., December, 2024