| 2026 | AAAI | MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management. | Jiayi Chen, Jing Li, Guiling Wang |
| 2026 | AAAI | Compositional Attribute Imbalance in Vision Datasets. | Yanbiao Ma, Jiayi Chen, Wei Dai, Dong Zhao, Zeyu Zhang, Yuting Yang, Bowei Liu, Jiaxuan Zhao, Andi Zhang |
| 2026 | AAAI | ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver. | Wenxuan Song, Ziyang Zhou, Han Zhao, Jiayi Chen, Pengxiang Ding, Haodong Yan, Yuxin Huang, Feilong Tang, Donglin Wang, Haoang Li |
| 2026 | IWCMC | Optimizing Wireless Multimedia Task Offloading in UAV-LEO Networks: A Bio-inspired Hybrid Approach. | Die Yang, Cheng Zhan, Tingting Li, Jiayi Chen, Hu Lu |
| 2026 | NSDI | UNUM: A New Framework for Network Control. | Jiayi Chen, Nihal Sharma, Debajit Chakraborty, Saurabh Agarwal, Jeffrey Zhou, Aditya Akella, Sanjay Shakkottai |
| 2026 | PAKDD | IAMRec: Intent-Adaptive Multimodal Recommendation with Collaborative-Modality Disentanglement. | Jiayi Chen, Xin Zheng, Yixin Liu, Yi Li, Yongqiang Guo, Shirui Pan |
| 2025 | ACL | Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling. | Shihan Dou, Jiayi Chen, Chenhao Huang, Feng Chen, Wei Chengzhi, Huiyuan Zheng, Shichun Liu, Yan Liu, Chenxiao Liu, Chao Xin, Lin Yan, Zongzhang Zhang, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | CVPR | Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning. | Yanbiao Ma, Wei Dai, Wenke Huang, Jiayi Chen |
| 2025 | CVPR | PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval. | Qiang Zou, Shuli Cheng, Jiayi Chen |
| 2025 | EMNLP | PersLLM: A Personified Training Approach for Large Language Models. | Zheni Zeng, Jiayi Chen, Huimin Chen, Yukun Yan, Yuxuan Chen, Zhenghao Liu, Zhiyuan Liu, Maosong Sun |
| 2025 | EMNLP | Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs. | Kuan Lok Zhou, Jiayi Chen, Siddharth Suresh, Reuben Narad, Timothy T. Rogers, Lalit K. Jain, Robert D. Nowak, Bob Mankoff, Jifan Zhang |
| 2025 | HotOS | How I learned to stop worrying and love learned OS policies. | Divyanshu Saxena, Jiayi Chen, Sujay Yadalam, Yeonju Ro, Rohit Dwivedula, Eric Hayden Campbell, Aditya Akella, Christopher J. Rossbach, Michael Swift |
| 2025 | ICCV | DexVLG: Dexterous Vision-Language-Grasp Model at Scale. | Jiawei He, Danshi Li, Xinqiang Yu, Zekun Qi, Wenyao Zhang, Jiayi Chen, Zhaoxiang Zhang, Zhizheng Zhang, Li Yi, He Wang |
| 2025 | ICDM | LifelongSkill: Toward Modality-Varying Lifelong Learning with Latent Knowledge Hypergraph. | Jiayi Chen, Kishlay Jha, Aidong Zhang |
| 2025 | ICLR | Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount. | Yanbiao Ma, Wei Dai, Jiayi Chen |
| 2025 | ICML | Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks. | Yanzhou Pan, Jiayi Chen, Jiamin Chen, Zhaozhuo Xu, Denghui Zhang |
| 2025 | ICRA | BODex: Scalable and Efficient Robotic Dexterous Grasp Synthesis Using Bilevel Optimization. | Jiayi Chen, Yubin Ke, He Wang |
| 2025 | IROS | TagGuideBot: Enhancing Robot Intelligence with Object Tags and VLMs. | Jiayi Chen, Ying He, F. Richard Yu |
| 2025 | IROS | Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization. | Jiayi Chen, Shuai Wang, Guoliang Li, Wei Xu, Guangxu Zhu, Derrick Wing Kwan Ng, ChengZhong Xu |
| 2025 | IROS | PD-VLA: Accelerating Vision-Language-Action Model Integrated with Action Chunking via Parallel Decoding. | Wenxuan Song, Jiayi Chen, Pengxiang Ding, Han Zhao, Wei Zhao, Zhide Zhong, Zongyuan Ge, Zhijun Li, Donglin Wang, Lujia Wang, Jun Ma, Haoang Li |
| 2025 | MICCAI | Personalized Federated Side-Tuning for Medical Image Classification. | Jiayi Chen, Benteng Ma, Yongsheng Pan, Bin Pu, Hengfei Cui, Yong Xia |
| 2025 | NAACL | RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement. | Jinhao Jiang, Jiayi Chen, Junyi Li, Ruiyang Ren, Shijie Wang, Xin Zhao, Yang Song, Tao Zhang |
| 2024 | AAAI | On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning. | Jiayi Chen, Aidong Zhang |
| 2024 | CoRL | D | Songlin Wei, Haoran Geng, Jiayi Chen, Congyue Deng, Wenbo Cui, Chengyang Zhao, Xiaomeng Fang, Leonidas J. Guibas, He Wang |
| 2024 | CoRL | DexGraspNet 2.0: Learning Generative Dexterous Grasping in Large-scale Synthetic Cluttered Scenes. | Jialiang Zhang, Haoran Liu, Danshi Li, Xinqiang Yu, Haoran Geng, Yufei Ding, Jiayi Chen, He Wang |
| 2024 | CVPR | Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts. | Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia |
| 2024 | ICML | FedMBridge: Bridgeable Multimodal Federated Learning. | Jiayi Chen, Aidong Zhang |
| 2024 | IJCAI | Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation. | Jiayi Chen, Rong Quan, Jie Qin |
| 2024 | IROS | Task-Oriented Dexterous Hand Pose Synthesis Using Differentiable Grasp Wrench Boundary Estimator. | Jiayi Chen, Yuxing Chen, Jialiang Zhang, He Wang |
| 2024 | MICCAI | FedEvi: Improving Federated Medical Image Segmentation via Evidential Weight Aggregation. | Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia |
| 2024 | SMC | MAML MOT: Multiple Object Tracking Based on Meta-Learning. | Jiayi Chen, Chunhua Deng |
| 2024 | WCNC | STAR-RIS Aided Secure Wireless Powered Communication with Indoor and Outdoor Users. | Siwei Tang, Kunrui Cao, Lin Zhang, Lu Lv, Jingyu Chen, Jiayi Chen |
| 2023 | AAAI | Tracking and Reconstructing Hand Object Interactions from Point Cloud Sequences in the Wild. | Jiayi Chen, Mi Yan, Jiazhao Zhang, Yinzhen Xu, Xiaolong Li, Yijia Weng, Li Yi, Shuran Song, He Wang |
| 2023 | CVPR | PartManip: Learning Cross-Category Generalizable Part Manipulation Policy from Point Cloud Observations. | Haoran Geng, Ziming Li, Yiran Geng, Jiayi Chen, Hao Dong, He Wang |
| 2023 | CVPR | UniDexGrasp: Universal Robotic Dexterous Grasping via Learning Diverse Proposal Generation and Goal-Conditioned Policy. | Yinzhen Xu, Weikang Wan, Jialiang Zhang, Haoran Liu, Zikang Shan, Hao Shen, Ruicheng Wang, Haoran Geng, Yijia Weng, Jiayi Chen, Tengyu Liu, Li Yi, He Wang |
| 2023 | EMNLP | On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval. | Jiayi Chen, Hanjun Dai, Bo Dai, Aidong Zhang, Wei Wei |
| 2023 | EMNLP | DocumentNet: Bridging the Data Gap in Document Pre-training. | Lijun Yu, Jin Miao, Xiaoyu Sun, Jiayi Chen, Alexander G. Hauptmann, Hanjun Dai, Wei Wei |
| 2023 | ICA3PP | Spatio-Temporal Fusion Based Low-Loss Video Compression Algorithm for UAVs with Limited Processing Capability. | Qianyuan Zhang, Desheng Wan, Hao Chen, Lianghua Cheng, Jiayi Chen, Chaocan Xiang |
| 2023 | ICRA | DexGraspNet: A Large-Scale Robotic Dexterous Grasp Dataset for General Objects Based on Simulation. | Ruicheng Wang, Jialiang Zhang, Jiayi Chen, Yinzhen Xu, Puhao Li, Tengyu Liu, He Wang |
| 2023 | ICTAI | Modeling and Control of General Hydraulic Excavator for Human-in-the-loop Automation. | Guangda Chen, Yinghao Gan, Jiayi Chen, Shuanwu Shi, Wei Chen, Yingfeng Chen, Rong Xiong, Changjie Fan |
| 2023 | IWCMC | Assessing Distributed Consensus Performance on Mobile Cyber-Physical System Swarms. | Jiayi Chen, Maxime Vacheron, Bruno Chianca Ferreira, Guthemberg Silvestre |
| 2023 | KDD | On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness. | Jiayi Chen, Aidong Zhang |
| 2023 | VTC | AoI-Aware Dynamic User Scheduling in Vehicular Networks Based on Soft Reinforcement Learning. | Zhisen Huang, Chongtao Guo, Jiayi Chen, Bin Liao |
| 2023 | SIGCOMM | Darwin: Flexible Learning-based CDN Caching. | Jiayi Chen, Nihal Sharma, Tarannum Khan, Shu Liu, Brian Chang, Aditya Akella, Sanjay Shakkottai, Ramesh K. Sitaraman |
| 2022 | APSEC | NEGAR: Network Embedding Guided Architecture Recovery for Software Systems. | Jiayi Chen, Zhixing Wang, Yuchen Jiang, Jun Pang, Tian Zhang, Minxue Pan, Jianwen Sun |
| 2022 | COLING | Teaching Neural Module Networks to Do Arithmetic. | Jiayi Chen, Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari |
| 2022 | CVPR | Projective Manifold Gradient Layer for Deep Rotation Regression. | Jiayi Chen, Yingda Yin, Tolga Birdal, Baoquan Chen, Leonidas J. Guibas, He Wang |
| 2022 | IJCNN | Learner Profile based Knowledge Tracing. | Xinghai Zheng, Qimin Ban, Wen Wu, Jiayi Chen, Jun Xiao, Lamei Wang, Wei Zheng, Liang He |
| 2022 | IJCNN | Unexp-DIN: Unexpected Deep Interest Network for Recommendation. | Hongyang Zhou, Jiayi Chen, Wen Wu, Wenxin Hu, Wei Zheng, Liang He |
| 2022 | KDD | FedMSplit: Correlation-Adaptive Federated Multi-Task Learning across Multimodal Split Networks. | Jiayi Chen, Aidong Zhang |
| 2022 | WWW | Topological Transduction for Hybrid Few-shot Learning. | Jiayi Chen, Aidong Zhang |
| 2022 | SOUPS | Sharing without Scaring: Enabling Smartphones to Become Aware of Temporary Sharing. | Jiayi Chen, Urs Hengartner, Hassan Khan |
| 2021 | CIKM | HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities. | Jiayi Chen, Aidong Zhang |
| 2021 | IJCNN | SSR: Explainable Session-based Recommendation. | Jiayi Chen, Wen Wu, Wenxin Hu, Wei Zheng, Liang He |
| 2020 | ICTAI | TSCREC: Time-sync Comment Recommendation in Danmu-Enabled Videos. | Jiayi Chen, Wen Wu, Wenxin Hu, Liang He |
| 2020 | KDD | HGMF: Heterogeneous Graph-based Fusion for Multimodal Data with Incompleteness. | Jiayi Chen, Aidong Zhang |
| 2019 | ICASSP | Phase-only Robust Minimum Dispersion Beamforming. | Xue Jiang, Jiayi Chen, Xingzhao Liu, Abdelhak M. Zoubir |
| 2019 | ICONIP | Achieving Human-Robot Collaboration with Dynamic Goal Inference by Gradient Descent. | Shingo Murata, Wataru Masuda, Jiayi Chen, Hiroaki Arie, Tetsuya Ogata, Shigeki Sugano |
| 2019 | VTC | Compensational Computation Offloading for Maximizing Lifetime of Edge Networks. | Wenhao Fan, Jiayi Chen, Fan Wu, Bihua Tang |
| 2018 | INFOCOM | EV Charging Network Design with Transportation and Power Grid Constraints. | Yongmin Zhang, Jiayi Chen, Lin Cai, Jianping Pan |
| 2017 | PIMRC | LoS communications using large circular array for mmWave C-RAN network. | Jiayi Chen, Shengli Zhang |
| 2016 | GLOBECOM | Profiling Online Social Network Users via Relationships and Network Characteristics. | Jiayi Chen, Jianping He, Lin Cai, Jianping Pan |
| 2016 | MMSP | Efficient detail-enhanced exposure correction based on auto-fusion for LDR image. | Jiayi Chen, Xuguang Lan, Meng Yang |
| 2014 | CCS | POSTER: LocMask: A Location Privacy Protection Framework in Android System. | Qiuyu Xiao, Jiayi Chen, Le Yu, Huaxin Li, Haojin Zhu, Muyuan Li, Kui Ren |
| 2011 | IWCMC | Interference analysis and outage performance of finite multi-antenna ad hoc networks. | Jiayi Chen, Q. T. Zhang, Minhua Ding |
| 2009 | GLOBECOM | Multi-Team Data Flow Optimization in Wireless Multi-Rate Multi-Hop Networks. | Jiayi Chen, Qian Zhang |
| 2003 | MMM | An Improved Method for Image Retrieval Using Speech Annotation. | Jiayi Chen, Tele Tan |
| 2002 | ICPR | SmartAlbum - Towards Unification of Approaches for Image Retrieval. | Tele Tan, Jiayi Chen, Philippe Mulhem |