| 2024 | CoRL | EscIRL: Evolving Self-Contrastive IRL for Trajectory Prediction in Autonomous Driving. | Siyue Wang, Zhaorun Chen, Zhuokai Zhao, Chaoli Mao, Yiyang Zhou, Jiayu He, Albert Sibo Hu |
| 2024 | ICPADS | Simple but Powerful Beginning: Metamorphic Verification Framework for Cryptographic Hardware Design. | Jianjun Xu, Jiang Wu, Jiayu He, Deheng Yang, Xiaoguang Mao |
| 2023 | DAC | Mantra: Mutation Testing of Hardware Design Code Based on Real Bugs. | Jiang Wu, Yan Lei, Zhuo Zhang, Xiankai Meng, Deheng Yang, Pan Li, Jiayu He, Xiaoguang Mao |
| 2023 | ICDM | Fed-mSSA: A Federated Approach for Spatio-Temporal Data Modeling Using Multivariate Singular Spectrum Analysis. | Jiayu He, Matloob Khushi, Tung-Anh Nguyen, Nguyen Hoang Tran |
| 2023 | INFOCOM | Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks. | Tung-Anh Nguyen, Jiayu He, Long Tan Le, Wei Bao, Nguyen Hoang Tran |
| 2022 | ICCD | Fault Localization for Hardware Design Code with Time-Aware Program Spectrum. | Jiang Wu, Zhuo Zhang, Deheng Yang, Xiankai Meng, Jiayu He, Xiaoguang Mao, Yan Lei |
| 2022 | ICCS | Stock Predictor with Graph Laplacian-Based Multi-task Learning. | Jiayu He, Nguyen Hoang Tran, Matloob Khushi |
| 2021 | DASFAA | A Novel Road Segment Representation Method for Travel Time Estimation. | Wei Liu, Jiayu He, Haiming Wang, Huaijie Zhu, Jian Yin |
| 2021 | SDM | Robust Dual Recurrent Neural Networks for Financial Time Series Prediction. | Jiayu He, Matloob Khushi, Nguyen Hoang Tran, Tongliang Liu |
| 2020 | ICPR | Feature Pyramid Hierarchies for Multi-scale Temporal Action Detection. | Jiayu He, Guohui Li, Jun Lei |
| 2015 | ICCE | Exploring the effects of motivational videos for hearing-impaired children. | Xiao-Fan Lin, Cailing Deng, Jiayu He, Yinneng Zhang, Qintai Hu |