| 2026 | AAAI | Explore to Learn: Latent Exploration Through Disentangled Synergy Patterns for Reinforcement Learning in Overactuated Control. | Yiming Wang, Kaiyan Zhao, Xu Li, Yan Li, Jiayu Chen, Steven Morad, Leong Hou U |
| 2026 | AAAI | DSAP: Enhancing Generalization in Goal-Conditioned Reinforcement Learning. | Yiming Wang, Kaiyan Zhao, Ming Yang, Yan Li, Furui Liu, Jiayu Chen, Leong Hou U |
| 2026 | AAAI | Explainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning. | Yin Wu, Zhengxuan Zhang, Jiayu Chen, Chang Xu, Yuyu Luo, Nan Tang, Hui Xiong |
| 2026 | AAAI | Enhancing Robustness of Offline Reinforcement Learning Under Data Corruption via Sharpness-Aware Minimization (Student Abstract). | Le Xu, Jiayu Chen |
| 2026 | DATE | DynaMo: Runtime Switchable Quantization for MoE with Cross-Dataset Adaptation. | Zihao Zheng, Xiuping Cui, Size Zheng, Maoliang Li, Jiayu Chen, Yun Liang, Xiang Chen |
| 2026 | DCC | End-to-End RGB-IR Joint Image Compression with Channel-Wise Cross-Modality Entropy Model. | Haofeng Wang, Fangtao Zhou, Qizhang, Tiange Zhang, Jiayu Chen, Xiaofeng Huang, Zhao Wang, Siwei Ma |
| 2026 | ISCAS | InfiNAS: Architecture Search of Infinite-Dimensional Neural Networks. | Jiayu Chen, Maoliang Li, Zihao Zheng, Chenchen Liu, Weisheng Zhao, Xiang Chen |
| 2026 | ISCAS | HiMARS: High-Performance Inference for Multi-Modal/Model AI Assistant via Runtime Scheduling. | Maoliang Li, Jiayu Chen, Zihao Zheng, Chenchen Liu, Weisheng Zhao, Xiang Chen |
| 2026 | PERCOM | Attention Feature Fusion with Cluster Contrastive Learning for Snoring and Breath-Holding Detection Using Seismic Sensing. | Yingjian Song, Jiayu Chen, Zixuan Zeng, Yida Zhang, Zaid Farooq Pitafi, Bradley G. Phillips, Xiang Zhang, Fei Dou, Wen-Zhan Song |
| 2026 | PPoPP | ASM-SpMM: Unleashing the Potential of Arm SME for Sparse Matrix Multiplication Acceleration. | Jiazhi Jiang, Xijia Yao, Jiayu Chen, Jinhui Wei, Dan Huang, Yutong Lu |
| 2025 | ACSSC | A Hybrid K-means Clustering Algorithm for Interaction Optimization Reveals Imaging/Genomic Subtypes of Alzheimer's Disease. | Jiayu Chen, Armin Iraji, Youngjo Song, Rogers F. Silva, Jingyu Liu, Vince D. Calhoun |
| 2025 | CHASE | Blood Pressure Estimation from Vibration Signals via Coarse-to-Fine Contrastive Learning, Feature Selection and Synthesis. | Yida Zhang, Jiayu Chen, Yingjian Song, Zixuan Zeng, Xiang Zhang, Qin Lu, Bradley G. Phillips, Zaipeng Xie, Wenzhan Song |
| 2025 | EMNLP | VERITAS: Leveraging Vision Priors and Expert Fusion to Improve Multimodal Data. | Tingqiao Xu, Ziru Zeng, Jiayu Chen |
| 2025 | ICAPS | Rack Position Optimization in Large-Scale Heterogeneous Data Centers. | Chang-Lin Chen, Jiayu Chen, Tian Lan, Zhaoxia Zhao, Hongbo Dong, Vaneet Aggarwal |
| 2025 | IJCAI | Variational Offline Multi-agent Skill Discovery. | Jiayu Chen, Tian Lan, Vaneet Aggarwal |
| 2025 | IROS | Multi-UAV Formation Control with Static and Dynamic Obstacle Avoidance via Reinforcement Learning. | Yuqing Xie, Chao Yu, Hongzhi Zang, Feng Gao, Wenhao Tang, Jingyi Huang, Jiayu Chen, Botian Xu, Yi Wu, Yu Wang |
| 2025 | UAI | Order-Optimal Global Convergence for Actor-Critic with General Policy and Neural Critic Parametrization. | Swetha Ganesh, Jiayu Chen, Washim Uddin Mondal, Vaneet Aggarwal |
| 2024 | AAAI | Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning. | Jiayu Chen, Zelai Xu, Yunfei Li, Chao Yu, Jiaming Song, Huazhong Yang, Fei Fang, Yu Wang, Yi Wu |
| 2024 | AAAI | M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis. | Ning Zhang, Hiuyi Cheng, Jiayu Chen, Zongyuan Jiang, Jun Huang, Yang Xue, Lianwen Jin |
| 2024 | CIKM | PTSR: Prefix-Target Graph-based Sequential Recommendation. | Jiayu Chen, Xiaoyu Du, Yonghua Pan, Jinhui Tang |
| 2024 | SENSYS | Poster: A Contactless Health Monitoring System for Humans and Animals. | Yingjian Song, Zaid Farooq Pitafi, Zixuan Zeng, Jiayu Chen, Yida Zhang, Bradley G. Phillips, Benjamin M. Brainard, WenZhan Song |
| 2024 | SDM | DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion. | Zhenzhen Chu, Jiayu Chen, Cen Chen, Chengyu Wang, Ziheng Wu, Jun Huang, Weining Qian |
| 2023 | HCI | Impact of AI on Mobile Computing: A Systematic Review from a Human Factors Perspective. | Jiayu Chen, Bhargav Ganguly, Sameeran G. Kanade, Vincent G. Duffy |
| 2023 | ICASSP | Deep Generative Transfer Learning Predicts Conversion To Alzheimer'S Disease From Neuroimaging Genomics Data. | Giorgio Dolci, Md Abdur Rahaman, Ilaria Boscolo Galazzo, Federica Cruciani, Anees Abrol, Jiayu Chen, Zening Fu, Kuaikuai Duan, Gloria Menegaz, Vince D. Calhoun |
| 2023 | ICCV | Scale-Aware Modulation Meet Transformer. | Weifeng Lin, Ziheng Wu, Jiayu Chen, Jun Huang, Lianwen Jin |
| 2023 | ICCV | Detection Transformer with Stable Matching. | Shilong Liu, Tianhe Ren, Jiayu Chen, Zhaoyang Zeng, Hao Zhang, Feng Li, Hongyang Li, Jun Huang, Hang Su, Jun Zhu, Lei Zhang |
| 2023 | ICML | Multi-task Hierarchical Adversarial Inverse Reinforcement Learning. | Jiayu Chen, Dipesh Tamboli, Tian Lan, Vaneet Aggarwal |
| 2023 | ICRA | Option-Aware Adversarial Inverse Reinforcement Learning for Robotic Control. | Jiayu Chen, Tian Lan, Vaneet Aggarwal |
| 2023 | SMC | GC-SALM: Multi-Task Runoff Prediction Using Spatial-Temporal Attention Graph Convolution Networks. | Jin Lu, Zaipeng Xie, Jiayu Chen, Maohua Li, Chenghong Xu, Hongli Cao |
| 2022 | BIBE | A deep generative multimodal imaging genomics framework for Alzheimer's disease prediction. | Giorgio Dolci, Md Abdur Rahaman, Jiayu Chen, Kuaikuai Duan, Zening Fu, Anees Abrol, Gloria Menegaz, Vince D. Calhoun |
| 2022 | MICCAI | NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation. | Jiayu Chen, Lei Mou, Shaodong Ma, Huazhu Fu, Lijun Guo, Yalin Zheng, Jiong Zhang, Yitian Zhao |
| 2021 | CAV | Scalable Polyhedral Verification of Recurrent Neural Networks. | Wonryong Ryou, Jiayu Chen, Mislav Balunovic, Gagandeep Singh, Andrei Marian Dan, Martin T. Vechev |
| 2021 | ICRA | Decision Making for Autonomous Driving via Augmented Adversarial Inverse Reinforcement Learning. | Pin Wang, Dapeng Liu, Jiayu Chen, Hanhan Li, Ching-Yao Chan |
| 2020 | HCI | A Task Simulation and Ergonomics Analysis Method Based on JACK. | Hongjun Xue, Jiayu Chen, Xiaoyan Zhang |
| 2019 | CoNLL | MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet Attention. | Jiayu Chen, Caixia Yuan, Xiaojie Wang, Ziwei Bai |
| 2018 | AAAI | Community-Based Trip Sharing for Urban Commuting. | Mohd. Hafiz Hasan, Pascal Van Hentenryck, Ceren Budak, Jiayu Chen, Chhavi Chaudhry |
| 2016 | PDCAT | An Advanced Load Balancing Strategy for Cloud Environment. | Jiadong Zhang, Qiongxin Liu, Jiayu Chen |
| 2013 | IGARSS | Polarimetric scattering topic model for Pol-SAR image annotation. | Leyi Zhou, Jiayu Chen, Fan Hu, Hong Sun |
| 2012 | IGARSS | Multitemporal SAR images change detection based on joint sparse representation of pair dictionaries. | Wei Li, Jiayu Chen, Pei Yang, Hong Sun |
| 2012 | TridentCom | LTE Emulation over Wired Ethernet. | Roman Chertov, Joseph Kim, Jiayu Chen |
| 2011 | WSC | Toward a building occupant network agent-based model to simulate peer induced energy conservation behavior. | Jiayu Chen, John E. Taylor, Hsi-Hsien Wei |
| 2009 | WSC | Simulating the Effect of Learning Decay on Adaptation Performance in Project Networks. | Jiayu Chen, John E. Taylor, Hakan I. Unsal |