Ling, Hongyi

7 publications

FnTML 2025 Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems Xuan Zhang, Limei Wang, Jacob Helwig, Youzhi Luo, Cong Fu, Yaochen Xie, Meng Liu, Yuchao Lin, Zhao Xu, Keqiang Yan, Keir Adams, Maurice Weiler, Xiner Li, Tianfan Fu, Yucheng Wang, Alex Strasser, Haiyang Yu, Yuqing Xie, Xiang Fu, Shenglong Xu, Yi Liu, Yuanqi Du, Alexandra Saxton, Hongyi Ling, Hannah Lawrence, Hannes Stärk, Shurui Gui, Carl Edwards, Nicholas Gao, Adriana Ladera, Tailin Wu, Elyssa F. Hofgard, Aria Mansouri Tehrani, Rui Wang, Ameya Daigavane, Montgomery Bohde, Jerry Kurtin, Qian Huang, Tuong Phung, Minkai Xu, Chaitanya K. Joshi, Simon V. Mathis, Kamyar Azizzadenesheli, Ada Fang, Alán Aspuru-Guzik, Erik J. Bekkers, Michael M. Bronstein, Marinka Zitnik, Anima Anandkumar, Stefano Ermon, Pietro Liò, Rose Yu, Stephan Günnemann, Jure Leskovec, Heng Ji, Jimeng Sun, Regina Barzilay, Tommi S. Jaakkola, Connor W. Coley, Xiaoning Qian, Xiaofeng Qian, Tess E. Smidt, Shuiwang Ji

TMLR 2025 Counterfactual Fairness on Graphs: Augmentations, Hidden Confounders, and Identifiability Hongyi Ling, Zhimeng Jiang, Na Zou, Shuiwang Ji

ICML 2025 On Explaining Equivariant Graph Networks via Improved Relevance Propagation Hongyi Ling, Haiyang Yu, Zhimeng Jiang, Na Zou, Shuiwang Ji

NeurIPS 2024 Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation Keqiang Yan, Xiner Li, Hongyi Ling, Kenna Ashen, Carl Edwards, Raymundo Arróyave, Marinka Zitnik, Heng Ji, Xiaofeng Qian, Xiaoning Qian, Shuiwang Ji

AAAI 2023 From Monopoly to Competition: Optimal Contests Prevail Xiaotie Deng, Yotam Gafni, Ron Lavi, Tao Lin, Hongyi Ling

ICML 2023 Graph Mixup with Soft Alignments Hongyi Ling, Zhimeng Jiang, Meng Liu, Shuiwang Ji, Na Zou

ICLR 2023 Learning Fair Graph Representations via Automated Data Augmentations Hongyi Ling, Zhimeng Jiang, Youzhi Luo, Shuiwang Ji, Na Zou