Aidong Zhang

University of Virginia , Charlottesville , VA , USA

12 papers in the IJCAI proceedings

IJCAI 2026

Improving Group Robustness on Spurious Correlation via Evidential Alignment (Extended Abstract)

with Wenqian Ye, Guangtao Zheng

doi:10.24963/ijcai.2026/929

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IJCAI 2025

ASCENT-ViT: Attention-based Scale-aware Concept Learning Framework for Enhanced Alignment in Vision Transformers

with Sanchit Sinha, Guangzhi Xiong

doi:10.24963/ijcai.2025/58

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ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models

with Guangtao Zheng, Wenqian Ye

doi:10.24963/ijcai.2025/795

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Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models

with Guangzhi Xiong, Eric Xie, Corey Williams, Myles Kim, Amir Hassan Shariatmadari, Sikun Guo, Stefan Bekiranov

doi:10.24963/ijcai.2025/873

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IJCAI 2024

A Self-explaining Neural Architecture for Generalizable Concept Learning

with Sanchit Sinha, Guangzhi Xiong

doi:10.24963/ijcai.2024/56

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Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation

with Guangtao Zheng, Wenqian Ye

doi:10.24963/ijcai.2024/619

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IJCAI 2021

Multi-Cause Effect Estimation with Disentangled Confounder Representation

with Jing Ma, Ruocheng Guo, Jundong Li

doi:10.24963/ijcai.2021/384

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IJCAI 2019

Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm

with Mengdi Huai, Hongfei Xue, Chenglin Miao, Liuyi Yao, Lu Su, Changyou Chen

doi:10.24963/ijcai.2019/352

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Metric Learning on Healthcare Data with Incomplete Modalities

with Qiuling Suo, Weida Zhong, Fenglong Ma, Ye Yuan, Jing Gao

doi:10.24963/ijcai.2019/490

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On the Estimation of Treatment Effect with Text Covariates

with Liuyi Yao, Sheng Li, Yaliang Li, Hongfei Xue, Jing Gao

doi:10.24963/ijcai.2019/570

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Privacy-aware Synthesizing for Crowdsourced Data

with Mengdi Huai, Di Wang, Chenglin Miao, Jinhui Xu

doi:10.24963/ijcai.2019/353

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IJCAI 2017

A Correlated Topic Model Using Word Embeddings

with Guangxu Xun, Yaliang Li, Wayne Xin Zhao, Jing Gao

doi:10.24963/ijcai.2017/588

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