Han Shen

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 47

Top Topics

Function Approximation

Signature Scheme

Top Venues

IEEE Trans. Ind. Informatics

Publications

Xingyun Dai, Guanghui Wen, Xiao Fang, Han Shen
Distributed Time-Varying Nash Equilibrium Seeking Algorithm for Target Protection of MultiUSVs With Conflicting Goals. IEEE Trans. Ind. Informatics 20 (6) (2024)
Han Shen, Zhuoran Yang, Tianyi Chen
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. CoRR (2024)
Zhongsheng Wang, Han Shen, Zhou Zhou
Improved DV-Hop model based on the application of variable scenarios. Ad Hoc Networks 154 (2024)
Han Shen, Guanghui Wen, Yuezu Lv
Collaborative Parameter Estimation of Multiple Unmanned Surface Vessels: A Robust Distributed Estimator-Based Approach. IEEE Trans. Ind. Informatics 20 (2) (2024)
Han Shen, Santiago Paternain, Gaowen Liu, Ramana Kompella, Tianyi Chen
A Method for Bilevel Optimization with Convex Lower-Level Problem. ICASSP (2024)
Han Shen, Guanghui Wen, Yuezu Lv, Jialing Zhou
A Stochastic Event-Triggered Robust Unscented Kalman Filter-Based USV Parameter Estimation. IEEE Trans. Ind. Electron. 71 (9) (2024)
Yinglun Wang, Qiurui Chen, Hongwei Shao, Rongxin Zhang, Han Shen
Generating bulk RNA-Seq gene expression data based on generative deep learning models and utilizing it for data augmentation. Comput. Biol. Medicine 169 (2024)
A F. M. Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen
Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization. CoRR (2024)
A F. M. Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen
Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization. ICASSP (2024)
Han Shen, Krzysztof Pszeniczny, Rahman Lavaee, Snehasish Kumar, Sriraman Tallam, Xinliang David Li
Propeller: A Profile Guided, Relinking Optimizer for Warehouse-Scale Applications. ASPLOS (2) (2023)
Han Shen, Kaiqing Zhang, Mingyi Hong, Tianyi Chen
Towards Understanding Asynchronous Advantage Actor-Critic: Convergence and Linear Speedup. IEEE Trans. Signal Process. 71 (2023)
Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen
Alternating Projected SGD for Equality-constrained Bilevel Optimization. AISTATS (2023)
Mengfei Niu, Guanghui Wen, Han Shen, Yuezu Lv, Guanrong Chen
Stochastic Event-Triggered Sequential Fusion Filtering for USV Cooperative Localization. IEEE Trans. Aerosp. Electron. Syst. 59 (6) (2023)
Han Shen, Tianyi Chen
On Penalty-based Bilevel Gradient Descent Method. ICML (2023)
Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach. ICLR (2023)
Han Shen, Guanghui Wen, Yuezu Lv, Jun Zhou, Linan Wang
USV Parameter Estimation: Adaptive Unscented Kalman Filter-Based Approach. IEEE Trans. Ind. Informatics 19 (6) (2023)
Han Shen, Songtao Lu, Xiaodong Cui, Tianyi Chen
Distributed Offline Policy Optimization Over Batch Data. AISTATS (2023)
Han Shen, Bing Wang
Q-learning based Dynamic Scheduling for No-wait Flow Shop with Maintenance Window and Minimization of Total Tardiness. AIBDF (2023)
Han Shen, Tianyi Chen
On Penalty-based Bilevel Gradient Descent Method. CoRR (2023)
Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li
Adaptive Temporal Difference Learning With Linear Function Approximation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Heshan Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach. CoRR (2022)
Han Shen, Tianyi Chen
A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences. NeurIPS (2022)
Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen
Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization. CoRR (2022)
Han Shen, Tianyi Chen
A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled Sequences. CoRR (2022)
Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling
Byzantine-Resilient Decentralized TD Learning with Linear Function Approximation. ICASSP (2021)
Hong Yan, Xuanyu Mao, Xu Yang, Yongquan Xia, Chengbin Wang, Junjun Wang, Rui Xia, Xuejing Xu, Zhiqiang Wang, Zhiyang Li, Xie Zhao, Yan Li, Guoye Liu, Li He, Zhongyu Wang, Zhiqiong Wang, Zhiqiang Li, Weidong Cai, Han Shen, Hang Chang
Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study. Int. J. Comput. Vis. 129 (6) (2021)
Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling
Byzantine-Resilient Decentralized Policy Evaluation With Linear Function Approximation. IEEE Trans. Signal Process. 69 (2021)
Han Shen
Spatial Environment Adaptability and Planning of Leisure Industry Cluster. SPIoT (1) (2021)
Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li
Adaptive Temporal Difference Learning with Linear Function Approximation. CoRR (2020)
Mubashir Hussain, Songsheng Zhu, Ping Yang, Yukun An, Zhiyang Li, Irshad Ali, Bin Liu, Han Shen, Nongyue He
Rapid Detection System for Hepatitis B Surface Antigen (HBsAg) Based on Immunomagnetic Separation, Multi-Angle Dynamic Light Scattering and Support Vector Machine. IEEE Access 8 (2020)
Han Shen, Kaiqing Zhang, Mingyi Hong, Tianyi Chen
Asynchronous Advantage Actor Critic: Non-asymptotic Analysis and Linear Speedup. CoRR (2020)
Haojie Liu, Han Shen, Lichao Huang, Ming Lu, Tong Chen, Zhan Ma
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration. AAAI (2020)
Tao Hu, Lichao Huang, Han Shen
Multi-object Tracking via End-to-end Tracklet Searching and Ranking. CoRR (2020)
Qiang Zhou, Zilong Huang, Lichao Huang, Yongchao Gong, Han Shen, Chang Huang, Wenyu Liu, Xinggang Wang
Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation. CoRR (2019)
Hao Luo, Lichao Huang, Han Shen, Yuan Li, Chang Huang, Xinggang Wang
Object Detection in Video with Spatial-temporal Context Aggregation. CoRR (2019)
Tao Hu, Lichao Huang, Xianming Liu, Han Shen
Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network. CoRR (2019)
Qiang Zhou, Zilong Huang, Lichao Huang, Yongchao Gong, Han Shen, Wenyu Liu, Xinggang Wang
Motion-Guided Spatial Time Attention for Video Object Segmentation. ICCV Workshops (2019)
Haojie Liu, Han Shen, Lichao Huang, Ming Lu, Tong Chen, Zhan Ma
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration. CoRR (2019)
Han Shen, Lichao Huang, Chang Huang, Wei Xu
Tracklet Association Tracker: An End-to-End Learning-based Association Approach for Multi-Object Tracking. CoRR (2018)
Haoran Chen, Jianhua Chen, Han Shen
An improved authenticated key agreement with anonymity for session initiation protocol. Int. J. Electron. Secur. Digit. Forensics 9 (2) (2017)
Wei Yu, Jing Chang, Cheng Yang, Limin Zhang, Han Shen, Yongquan Xia, Jin Sha
Automatic classification of leukocytes using deep neural network. ASICON (2017)
Han Shen, Jianhua Chen, Debiao He, Jian Shen
Insecurity of a Pairing-Free Certificateless Ring Signcryption Scheme. Wirel. Pers. Commun. 96 (4) (2017)
Han Shen, Jian Shen, Muhammad Khurram Khan, Jong-Hyouk Lee
Efficient RFID Authentication Using Elliptic Curve Cryptography for the Internet of Things. Wirel. Pers. Commun. 96 (4) (2017)
Han Shen, Jianhua Chen, Jian Shen, Debiao He
Cryptanalysis of a certificateless aggregate signature scheme with efficient verification. Secur. Commun. Networks 9 (13) (2016)
Han Shen, Jianhua Chen, Hao Hu, Jian Shen
Insecurity of a Certificateless Aggregate Signature Scheme. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2) (2016)
Han Shen, Neeraj Kumar, Debiao He, Jian Shen, Naveen K. Chilamkurti
A security-enhanced authentication with key agreement scheme for wireless mobile communications using elliptic curve cryptosystem. J. Supercomput. 72 (9) (2016)
Debiao He, Neeraj Kumar, Han Shen, Jong-Hyouk Lee
One-to-many authentication for access control in mobile pay-TV systems. Sci. China Inf. Sci. 59 (5) (2016)
Han Shen, Chongzhi Gao, Debiao He, Libing Wu
New biometrics-based authentication scheme for multi-server environment in critical systems. J. Ambient Intell. Humaniz. Comput. 6 (6) (2015)
Hang Tu, Han Shen, Debiao He, Jianhua Chen
Security Analysis and Improvements of a Three-Party Password-Based Key Exchange Protocol. Inf. Technol. Control. 43 (1) (2014)
Stan Jarzabek, Han Shen, Hock Chuan Chan
A hybrid program knowledge base for static program analyzers. APSEC (1994)
Han Shen, Beng Chin Ooi, Hongjun Lu
The TP-Index: A Dynamic and Efficient Indexing Mechanism for Temporal Databases. ICDE (1994)