Lige Gan

According to our database, Lige Gan authored at least 7 papers between 2017 and 2026.

Collaborative distances:

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

2026

LiteSemRAG: Lightweight LLM-Free Semantic-Aware Graph Retrieval for Robust RAG.

Xiao Yue, Guangzhi Qu, Lige Gan

CoRR, April, 2026

2025

GIN-Graph: A Generative Interpretation Network for Model-Level Explanation of Graph Neural Networks.

Xiao Yue, Guangzhi Qu, Lige Gan

CoRR, March, 2025

An Explainable AI Framework for Wire Crimping Specification Prediction and Toolset Family Identification.

Lige Gan, Xiao Yue, Bryan Sandoval, Michael Boyd, Guangzhi Qu

Proceedings of the 25th IEEE International Conference on Information Reuse and Integration and Data Science, 2025

Achieving Robust and Faithful Explanations via Conditional Pairwise Contrast.

Lige Gan, Jinzhao He, Xiao Yue, Guangzhi Qu

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Trustworthy Clustering: An Interpretable Clustering Framework with Hierarchical Oblique Decision Boundaries.

Lige Gan

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

2023

SATTree: A SHAP-Augmented Threshold Tree for Clustering Explanation.

Lige Gan, Bo Liu, Andrew Meng, Feng Zhang, Guangzhi Qu

Proceedings of the IEEE International Conference on Data Mining, 2023

2017

Improved Sentiment Classification by Multi-Modal Fusion.

Lige Gan, Rachid Benlamri, Richard Khoury

Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 2017