Jiayu Chen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 71

Top Topics

Multiple Relations

Reinforcement Learning

Kronecker Product

Top Venues

Publications

Jiayu Chen, Bhargav Ganguly, Yang Xu, Yongsheng Mei, Tian Lan, Vaneet Aggarwal
Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions. CoRR (2024)
Tianhe Ren, Shilong Liu, Ailing Zeng, Jing Lin, Kunchang Li, He Cao, Jiayu Chen, Xinyu Huang, Yukang Chen, Feng Yan, Zhaoyang Zeng, Hao Zhang, Feng Li, Jie Yang, Hongyang Li, Qing Jiang, Lei Zhang
Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks. CoRR (2024)
Changxing Wu, Liuwen Cao, Jiayu Chen, Yuanyun Wang, Jinsong Su
Modeling different effects of user and product attributes on review sentiment classification. Appl. Intell. 54 (1) (2024)
Jiayu Chen, Bhargav Ganguly, Tian Lan, Vaneet Aggarwal
Variational Offline Multi-agent Skill Discovery. CoRR (2024)
Swetha Ganesh, Jiayu Chen, Gugan Thoppe, Vaneet Aggarwal
Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries. CoRR (2024)
Dipesh Tamboli, Jiayu Chen, Kiran Pranesh Jotheeswaran, Denny Yu, Vaneet Aggarwal
Reinforced Sequential Decision-Making for Sepsis Treatment: The POSNEGDM Framework with Mortality Classifier and Transformer. CoRR (2024)
Zhenzhen Chu, Jiayu Chen, Cen Chen, Chengyu Wang, Ziheng Wu, Jun Huang, Weining Qian
DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion. SDM (2024)
Jiayu Chen, Jiefu Xue, Kang Gu, Yiwu Wang
Balancing urban expansion with ecological integrity: An ESP framework for rapidly urbanizing small and medium-sized cities, with insights from Suizhou, China. Ecol. Informatics 80 (2024)
Dipesh Tamboli, Jiayu Chen, Kiran Pranesh Jotheeswaran, Denny Yu, Vaneet Aggarwal
Reinforced Sequential Decision-Making for Sepsis Treatment: The PosNegDM Framework With Mortality Classifier and Transformer. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Xiaohong Cui, Jiayu Chen, Yang Cui, Suan Xu
Two-player nonlinear Stackelberg differential game via off-policy integral reinforcement learning. J. Frankl. Inst. 361 (8) (2024)
Ning Zhang, Hiuyi Cheng, Jiayu Chen, Zongyuan Jiang, Jun Huang, Yang Xue, Lianwen Jin
M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis. AAAI (2024)
Long Liu, Xin Wang, Fangming Li, Jiayu Chen
Active Generation Network of Human Skeleton for Action Recognition. CoRR (2024)
Yebin Zhong, Xizheng Huang, Zexin Lin, Jiayu Chen, Zhenglong Sun, Xiaoqiang Ji
Design and Implementation of a VTOL UAV and its Digital Twin. ROBIO (2023)
Haipeng Zhu, Huifang Zhou, Hong He, Jiayu Chen, Xuefei Song, Kunhao Li, Lei Zhou
A novel encoder-decoder wavelet model for multifocal region segmentation of TAO facial images. Neural Comput. Appl. 35 (26) (2023)
Jiayu Chen, Jingdi Chen, Tian Lan, Vaneet Aggarwal
Learning Multiagent Options for Tabular Reinforcement Learning using Factor Graphs. IEEE Trans. Artif. Intell. 4 (5) (2023)
Jiayu Chen, Bhargav Ganguly, Sameeran G. Kanade, Vincent G. Duffy
Impact of AI on Mobile Computing: A Systematic Review from a Human Factors Perspective. HCI (53) (2023)
Weifeng Lin, Ziheng Wu, Jiayu Chen, Jun Huang, Lianwen Jin
Scale-Aware Modulation Meet Transformer. ICCV (2023)
Jiayu Chen, Jingdi Chen, Tian Lan, Vaneet Aggarwal
Scalable Multi-agent Skill Discovery based on Kronecker Graphs. CoRR (2023)
Weifeng Lin, Ziheng Wu, Jiayu Chen, Wentao Yang, Mingxin Huang, Jun Huang, Lianwen Jin
Hierarchical Side-Tuning for Vision Transformers. CoRR (2023)
Shilong Liu, Tianhe Ren, Jiayu Chen, Zhaoyang Zeng, Hao Zhang, Feng Li, Hongyang Li, Jun Huang, Hang Su, Jun Zhu, Lei Zhang
Detection Transformer with Stable Matching. CoRR (2023)
Jiayu Chen, Tian Lan, Vaneet Aggarwal
Option-Aware Adversarial Inverse Reinforcement Learning for Robotic Control. ICRA (2023)
Chao Yu, Xinyi Yang, Jiaxuan Gao, Jiayu Chen, Yunfei Li, Jijia Liu, Yunfei Xiang, Ruixin Huang, Huazhong Yang, Yi Wu, Yu Wang
Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration. CoRR (2023)
Yuanyuan Tian, Yan Liang, Haibin Yang, Jiayu Chen
Multi-Stream Fusion Network for Skeleton-Based Construction Worker Action Recognition. Sensors 23 (23) (2023)
Jiayu Chen, Dipesh Tamboli, Tian Lan, Vaneet Aggarwal
Multi-task Hierarchical Adversarial Inverse Reinforcement Learning. ICML (2023)
Chao Yu, Xinyi Yang, Jiaxuan Gao, Jiayu Chen, Yunfei Li, Jijia Liu, Yunfei Xiang, Ruixin Huang, Huazhong Yang, Yi Wu, Yu Wang
Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration. AAMAS (2023)
Jiayu Chen, Vaneet Aggarwal, Tian Lan
A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process. NeurIPS (2023)
Chang-Lin Chen, Hanhan Zhou, Jiayu Chen, Mohammad Pedramfar, Vaneet Aggarwal, Tian Lan, Zheqing Zhu, Chi Zhou, Tim Gasser, Pol Mauri Ruiz, Vijay Menon, Neeraj Kumar, Hongbo Dong
Two-tiered Online Optimization of Region-wide Datacenter Resource Allocation via Deep Reinforcement Learning. CoRR (2023)
Jiayu Chen, Dipesh Tamboli, Tian Lan, Vaneet Aggarwal
Multi-task Hierarchical Adversarial Inverse Reinforcement Learning. CoRR (2023)
Jiayu Chen, Tian Lan, Vaneet Aggarwal
Hierarchical Deep Counterfactual Regret Minimization. CoRR (2023)
Shilong Liu, Tianhe Ren, Jiayu Chen, Zhaoyang Zeng, Hao Zhang, Feng Li, Hongyang Li, Jun Huang, Hang Su, Jun Zhu, Lei Zhang
Detection Transformer with Stable Matching. ICCV (2023)
Weifeng Lin, Ziheng Wu, Jiayu Chen, Jun Huang, Lianwen Jin
Scale-Aware Modulation Meet Transformer. CoRR (2023)
Baohua Xu, Jiayu Chen, Zhi Li, Tao Yang
Simulation of high-dimensional collaborative distribution of disaster materials with time window constraints. J. Intell. Fuzzy Syst. 44 (5) (2023)
Jin Lu, Zaipeng Xie, Jiayu Chen, Maohua Li, Chenghong Xu, Hongli Cao
GC-SALM: Multi-Task Runoff Prediction Using Spatial-Temporal Attention Graph Convolution Networks. SMC (2023)
Zhenzhen Chu, Jiayu Chen, Cen Chen, Chengyu Wang, Ziheng Wu, Jun Huang, Weining Qian
DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion. CoRR (2023)
Xing Chang, Guiqin Yang, Jiayu Chen, Xiaopeng Wang, Zhanjun Jiang
Spaceborne pose determination based on image to 3D digital surface model matching. IET Image Process. 16 (12) (2022)
Jiayu Chen, Lei Mou, Shaodong Ma, Huazhu Fu, Lijun Guo, Yalin Zheng, Jiong Zhang, Yitian Zhao
NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation. MICCAI (4) (2022)
Xiaohong Cui, Jiayu Chen, Binrui Wang, Suan Xu
Off-policy algorithm based Hierarchical optimal control for completely unknown dynamic systems. Neurocomputing 488 (2022)
Jiayu Chen, Vaneet Aggarwal, Tian Lan
ODPP: A Unified Algorithm Framework for Unsupervised Option Discovery based on Determinantal Point Process. CoRR (2022)
Jiayu Chen, Jingdi Chen, Tian Lan, Vaneet Aggarwal
Multi-agent Covering Option Discovery based on Kronecker Product of Factor Graphs. CoRR (2022)
Jiayu Chen, Tian Lan, Vaneet Aggarwal
Hierarchical Adversarial Inverse Reinforcement Learning. CoRR (2022)
Jiayu Chen, Jingdi Chen, Tian Lan, Vaneet Aggarwal
Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs. NeurIPS (2022)
Fanhua Kong, Jiayu Chen, Ariane Middel, Haiwei Yin, Manchun Li, Ting Sun, Ning Zhang, Jing Huang, Hongqing Liu, Kejing Zhou, Jinsong Ma
Impact of 3-D urban landscape patterns on the outdoor thermal environment: A modelling study with SOLWEIG. Comput. Environ. Urban Syst. 94 (2022)
Hejun Xu, Jung In Kim, Jiayu Chen
An iterative reference mapping approach for BIM IFCXML classified content compression. Adv. Eng. Informatics 54 (2022)
Jiayu Chen, Marina Haliem, Tian Lan, Vaneet Aggarwal
Multi-agent Deep Covering Option Discovery. CoRR (2022)
Jiayu Chen, Jingdi Chen, Tian Lan, Vaneet Aggarwal
Multi-agent Covering Option Discovery through Kronecker Product of Factor Graphs. AAMAS (2022)
Jiayu Chen, Chenyuan Feng, Daquan Feng, Shan Meng
Multi-Edge Computing Offloading for Ultra-Reliable and Low-Latency Communication. WCSP (2021)
Dilrukshi Gamage, Kazutoshi Sasahara, Jiayu Chen
The Emergence of Deepfakes and its Societal Implications: A Systematic Review. TTO (2021)
Jiayu Chen
Understanding and Analyzing the Performance Scalability of N-body Problem. CSSE (2021)
Jiayu Chen, Abhishek K. Umrawal, Tian Lan, Vaneet Aggarwal
DeepFreight: A Model-free Deep-reinforcement-learning-based Algorithm for Multi-transfer Freight Delivery. ICAPS (2021)
Jiayu Chen, Abhishek K. Umrawal, Tian Lan, Vaneet Aggarwal
DeepFreight: A Model-free Deep-reinforcement-learning-based Algorithm for Multi-transfer Freight Delivery. CoRR (2021)
Pin Wang, Dapeng Liu, Jiayu Chen, Hanhan Li, Ching-Yao Chan
Decision Making for Autonomous Driving via Augmented Adversarial Inverse Reinforcement Learning. ICRA (2021)
Xiaohong Cui, Jiayu Chen, Yang Cui
Model-free algorithm for the optimal design of multi-control with hierarchical and saturating constraints. SPAC (2021)
Pranav Suresh, Bhaskar Ray, Kuaikuai Duan, Jiayu Chen, Gido Schoenmacker, Barbara Franke, Jan K. Buitelaar, Emma Sprooten, Alejandro Arias-Vasquez, Jessica A. Turner, Jingyu Liu
Evaluating the Neuroimaging-Genetic Prediction of Symptom Changes in Individuals with ADHD. EMBC (2021)
Wonryong Ryou, Jiayu Chen, Mislav Balunovic, Gagandeep Singh, Andrei Marian Dan, Martin T. Vechev
Scalable Polyhedral Verification of Recurrent Neural Networks. CAV (1) (2021)
Jiayu Chen, Yuanxin Zhang, Yuanfan Xu, Huimin Ma, Huazhong Yang, Jiaming Song, Yu Wang, Yi Wu
Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems. CoRR (2021)
Xiaohong Cui, Binrui Wang, Lina Wang, Jiayu Chen
Online optimal learning algorithm for Stackelberg games with partially unknown dynamics and constrained inputs. Neurocomputing 445 (2021)
Jiayu Chen, Anyan Qi, Milind Dawande
Supplier Centrality and Auditing Priority in Socially Responsible Supply Chains. Manuf. Serv. Oper. Manag. 22 (6) (2020)
Wonryong Ryou, Jiayu Chen, Mislav Balunovic, Gagandeep Singh, Andrei Marian Dan, Martin T. Vechev
Fast and Effective Robustness Certification for Recurrent Neural Networks. CoRR (2020)
Hongjun Xue, Jiayu Chen, Xiaoyan Zhang
A Task Simulation and Ergonomics Analysis Method Based on JACK. HCI (47) (2020)
Jiayu Chen, Caixia Yuan, Xiaojie Wang, Ziwei Bai
MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet Attention. CoNLL (2019)
Pin Wang, Dapeng Liu, Jiayu Chen, Ching-Yao Chan
Adversarial Inverse Reinforcement Learning for Decision Making in Autonomous Driving. CoRR (2019)
Jilin Mei, Jiayu Chen, Wen Yao, Xijun Zhao, Huijing Zhao
Supervised Learning for Semantic Segmentation of 3D LiDAR Data. IV (2019)
Jie Lin, Meimei Zheng, Jiayu Chen, Kai He, Ershun Pan
Smart Spare Part Inventory Management System with Sensor Data Updating. ICPS (2019)
Dong Zhao, Navwant Thakur, Jiayu Chen
Optimum Network of Battery Storage to Support Electric Vehicle Charging Infrastructure in Smart Cities. HICSS (2019)
Mohd. Hafiz Hasan, Pascal Van Hentenryck, Ceren Budak, Jiayu Chen, Chhavi Chaudhry
Community-Based Trip Sharing for Urban Commuting. AAAI (2018)
Heba Khamis, Jiayu Chen, Stephen James Redmond, Nigel H. Lovell
Detection of Atrial Fibrillation from RR Intervals and PQRST Morphology using a Neural Network Ensemble. EMBC (2018)
Lei Huang, Li Liu, Jiayu Chen, Kai Lei
An Implementation of Content-Based Pub/Sub System via Stream Computation. SmartCom (2017)
Jiake Ni, WeiTao Weng, Jiayu Chen, Kai Lei
Internet Traffic Analysis Using Community Detection and Apache Spark. CyberC (2017)
Jiadong Zhang, Qiongxin Liu, Jiayu Chen
An Advanced Load Balancing Strategy for Cloud Environment. PDCAT (2016)
Tianshu Chu, Jie Wang, Jiayu Chen
An adaptive online learning framework for practical breast cancer diagnosis. Medical Imaging: Computer-Aided Diagnosis (2016)
Jiadong Zhang, Qiongxin Liu, Jiayu Chen
A Multi-agent Based Load Balancing Framework in Cloud Environment. ISCID (1) (2016)
Fan Hu, Wen Yang, Jiayu Chen, Hong Sun
Tile-Level Annotation of Satellite Images Using Multi-Level Max-Margin Discriminative Random Field. Remote. Sens. 5 (5) (2013)
Yijin Peng, Jiayu Chen, Xin Xu, Fangling Pu
SAR Images Statistical Modeling and Classification Based on the Mixture of Alpha-Stable Distributions. Remote. Sens. 5 (5) (2013)
Jiayu Chen, Honghui Chen, Xiaodong Wang, Chunhua Yu, Cheng Wang, Dazhou Zhu
The Characteristic of Hyperspectral Image of Wheat Seeds during Sprouting. CCTA (1) (2013)
Leyi Zhou, Jiayu Chen, Fan Hu, Hong Sun
Polarimetric scattering topic model for Pol-SAR image annotation. IGARSS (2013)
Roman Chertov, Joseph Kim, Jiayu Chen
LTE Emulation over Wired Ethernet. TRIDENTCOM (2012)
Shang Tan Tu, Jiayu Chen, Wen Yang, Hong Sun
Laplacian Eigenmaps-Based Polarimetric Dimensionality Reduction for SAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 50 (1) (2012)
Wei Li, Jiayu Chen, Pei Yang, Hong Sun
Multitemporal SAR images change detection based on joint sparse representation of pair dictionaries. IGARSS (2012)
Jiayu Chen, Jingyu Liu, Vince D. Calhoun
Correction of copy number variation data using principal component analysis. BIBM Workshops (2010)
Ruey-Feng Chang, Yi-Wei Shen, Jiayu Chen, Yi-Hong Chou, Chiun-Sheng Huang
Rib detection for whole breast ultrasound image. Medical Imaging: Computer-Aided Diagnosis (2008)