Aidong Zhang
Thomas M. Linville Professor · University of Virginia · University of Virginia
⭐ Note: My lab has position available for creative PhD students, motivated for doing research in the areas of machine learning, data mining, bioinformatics, and health informatics. If you are interested, please contact me.
Research interests
Machine Learning, Data Mining, Bioinformatics, Health Informatics
Selected publications (since 2023)
Retrieving Counterfactuals Improves Visual In-Context Learning, the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026), Denver CO, June 3 - 7, 2026.
Guangzhi Xiong, Sanchit Sinha, Zhenghao He, and Aidong Zhang
Toward Faithful Retrieval-Augmented Generation with Sparse Autoencoders, The Fourteenth International Conference on Learning Representations (ICLR 2026), Rio de Janeiro, Brazil, April 23-27, 2026.
Guangzhi Xiong, Sanchit Sinha,and Aidong Zhang
Concept‑RuleNet: Grounded Multi‑Agent Neurosymbolic Reasoning in Vision Language Models, The 40th Annual AAAI Conference on Artificial Intelligence (AAAI 26), Singapore, January 20 – January 27, 2026. (Oral)
Sanchit Sinha, Guangzhi Xiong, Zhenghao He, Aidong Zhang
Rectifying Shortcut Behaviors in Preference-based Rewa
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