Liu Junhao's Homepage

Research



[AAAI-25 (Oral 4.68%)]:
Liu, Junhao, and Xin Zhang. "ReX: A framework for incorporating temporal information in model-agnostic local explanation techniques." Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 39. No. 18. 2025. [paper]
ReX
[Preprint]:
Liu, Junhao, Haonan Yu, and Xin Zhang. "ConLUX: Concept-Based Local Unified Explanations." arXiv preprint arXiv:2410.12439 (2024). [paper]
[Preprint]:
Yu, Haonan, Junhao Liu, and Xin Zhang. "Accelerating Anchors via Specialization and Feature Transformation." arXiv preprint arXiv:2502.11068 (2025). [paper]
[Preprint]:
Liu, Junhao, Haonan Yu, and Xin Zhang. "Towards Budget-Friendly Model-Agnostic Explanation Generation for Large Language Models." arXiv preprint arXiv:2505.12509 (2025). [paper]