| 2026 | ICDE | SkyNet: Solving Skyline Queries with Neural Networks. | Jinfei Liu, Jiayao Zhang, Pengyun Zhu, Li Xiong, Jian Pei |
| 2025 | ICDE | Computing Shapley Values in Preference Queries. | Jiayao Zhang, Chirong Zhang, Jian Pei, Xuan Luo, Jianliang Xu, Jinfei Liu |
| 2024 | EMNLP | Event Causality Identification with Synthetic Control. | Haoyu Wang, Fengze Liu, Jiayao Zhang, Dan Roth, Kyle Richardson |
| 2023 | ACL | COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective. | Zhaowei Wang, Quyet V. Do, Hongming Zhang, Jiayao Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2023 | ICDE | Dynamic Shapley Value Computation. | Jiayao Zhang, Haocheng Xia, Qiheng Sun, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren |
| 2023 | ICLR | FIFA: Making Fairness More Generalizable in Classifiers Trained on Imbalanced Data. | Zhun Deng, Jiayao Zhang, Linjun Zhang, Ting Ye, Yates Coley, Weijie J. Su, James Zou |
| 2023 | KDD | ShapleyFL: Robust Federated Learning Based on Shapley Value. | Qiheng Sun, Xiang Li, Jiayao Zhang, Li Xiong, Weiran Liu, Jinfei Liu, Zhan Qin, Kui Ren |
| 2023 | WACV | High-Resolution Depth Estimation for 360° Panoramas through Perspective and Panoramic Depth Images Registration. | Chi-Han Peng, Jiayao Zhang |
| 2022 | ICML | ROCK: Causal Inference Principles for Reasoning about Commonsense Causality. | Jiayao Zhang, Hongming Zhang, Weijie J. Su, Dan Roth |
| 2019 | ISCAS | Fingertip Laser Diode System Enables Both Time-Domain and Frequency-Domain Photoacoustic Imaging. | Hongtao Zhong, Daohuai Jiang, Tingyang Duan, Hengrong Lan, Jiayao Zhang, Fei Gao |
| 2018 | GLOBECOM | Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold. | Yuqing Du, Guangxu Zhu, Jiayao Zhang, Kaibin Huang |