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Han Shen
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2020 – today
- 2024
- [j21]Zhongsheng Wang
, Han Shen
Improved DV-Hop model based on the application of variable scenarios. Ad Hoc Networks 154: 103368 (2024) - [j20]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: 107828 (2024) - [j19]Han Shen
A Stochastic Event-Triggered Robust Unscented Kalman Filter-Based USV Parameter Estimation. IEEE Trans. Ind. Electron. 71(9): 11272-11282 (2024) - [j18]Han Shen
Collaborative Parameter Estimation of Multiple Unmanned Surface Vessels: A Robust Distributed Estimator-Based Approach. IEEE Trans. Ind. Informatics 20(2): 1294-1303 (2024) - [j17]Xingyun Dai
Distributed Time-Varying Nash Equilibrium Seeking Algorithm for Target Protection of MultiUSVs With Conflicting Goals. IEEE Trans. Ind. Informatics 20(6): 8466-8476 (2024) - [c17]Han Shen, Santiago Paternain, Gaowen Liu, Ramana Kompella, Tianyi Chen:
A Method for Bilevel Optimization with Convex Lower-Level Problem. ICASSP 2024: 9426-9430 - [c16]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: 10931-10935 - [c15]Han Shen, Zhuoran Yang, Tianyi Chen:
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. ICML 2024 - [i16]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 abs/2401.06980 (2024) - [i15]Han Shen, Zhuoran Yang, Tianyi Chen:
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. CoRR abs/2402.06886 (2024) - [i14]Han Shen, Pin-Yu Chen, Payel Das, Tianyi Chen:
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection. CoRR abs/2410.07471 (2024) - [i13]Heshan Devaka Fernando, Han Shen, Parikshit Ram, Yi Zhou, Horst Samulowitz, Nathalie Baracaldo, Tianyi Chen:
Mitigating Forgetting in LLM Supervised Fine-Tuning and Preference Learning. CoRR abs/2410.15483 (2024) - 2023
- [j16]Mengfei Niu
Stochastic Event-Triggered Sequential Fusion Filtering for USV Cooperative Localization. IEEE Trans. Aerosp. Electron. Syst. 59(6): 8369-8379 (2023) - [j15]Han Shen
USV Parameter Estimation: Adaptive Unscented Kalman Filter-Based Approach. IEEE Trans. Ind. Informatics 19(6): 7751-7761 (2023) - [j14]Han Shen
Towards Understanding Asynchronous Advantage Actor-Critic: Convergence and Linear Speedup. IEEE Trans. Signal Process. 71: 2579-2594 (2023) - [c14]Han Shen
Q-learning based Dynamic Scheduling for No-wait Flow Shop with Maintenance Window and Minimization of Total Tardiness. AIBDF 2023: 21-24 - [c13]Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen:
Alternating Projected SGD for Equality-constrained Bilevel Optimization. AISTATS 2023: 987-1023 - [c12]Han Shen, Songtao Lu, Xiaodong Cui, Tianyi Chen:
Distributed Offline Policy Optimization Over Batch Data. AISTATS 2023: 4443-4472 - [c11]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: 617-631 - [c10]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 - [c9]Han Shen, Tianyi Chen:
On Penalty-based Bilevel Gradient Descent Method. ICML 2023: 30992-31015 - [i12]Han Shen, Tianyi Chen:
On Penalty-based Bilevel Gradient Descent Method. CoRR abs/2302.05185 (2023) - 2022
- [j13]Tao Sun
Adaptive Temporal Difference Learning With Linear Function Approximation. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 8812-8824 (2022) - [c8]Han Shen, Tianyi Chen:
A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences. NeurIPS 2022 - [i11]Han Shen, Tianyi Chen:
A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled Sequences. CoRR abs/2206.10414 (2022) - [i10]Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen:
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach. CoRR abs/2210.12624 (2022) - [i9]Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen:
Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization. CoRR abs/2211.07096 (2022) - 2021
- [j12]Hong Yan, Xuanyu Mao, Xu Yang, Yongquan Xia, Chengbin Wang, Junjun Wang, Rui Xia, Xuejing Xu, Zhiqiang Wang, Zhiyang Li
Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study. Int. J. Comput. Vis. 129(6): 1837-1856 (2021) - [j11]Zhaoxian Wu, Han Shen, Tianyi Chen
Byzantine-Resilient Decentralized Policy Evaluation With Linear Function Approximation. IEEE Trans. Signal Process. 69: 3839-3853 (2021) - [c7]Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling:
Byzantine-Resilient Decentralized TD Learning with Linear Function Approximation. ICASSP 2021: 5040-5044 - [c6]Han Shen:
Spatial Environment Adaptability and Planning of Leisure Industry Cluster. SPIoT (1) 2021: 775-781 - 2020
- [j10]Mubashir Hussain
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: 107373-107386 (2020) - [c5]Haojie Liu, Han Shen, Lichao Huang, Ming Lu, Tong Chen, Zhan Ma:
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration. AAAI 2020: 11580-11587 - [i8]Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li:
Adaptive Temporal Difference Learning with Linear Function Approximation. CoRR abs/2002.08537 (2020) - [i7]Tao Hu, Lichao Huang, Han Shen:
Multi-object Tracking via End-to-end Tracklet Searching and Ranking. CoRR abs/2003.02795 (2020) - [i6]Han Shen, Kaiqing Zhang, Mingyi Hong, Tianyi Chen:
Asynchronous Advantage Actor Critic: Non-asymptotic Analysis and Linear Speedup. CoRR abs/2012.15511 (2020)
2010 – 2019
- 2019
- [c4]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: 693-696 - [i5]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 abs/1907.01203 (2019) - [i4]Hao Luo, Lichao Huang, Han Shen, Yuan Li, Chang Huang, Xinggang Wang:
Object Detection in Video with Spatial-temporal Context Aggregation. CoRR abs/1907.04988 (2019) - [i3]Tao Hu, Lichao Huang, Xianming Liu, Han Shen:
Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network. CoRR abs/1908.00692 (2019) - [i2]Haojie Liu, Han Shen, Lichao Huang, Ming Lu, Tong Chen, Zhan Ma:
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration. CoRR abs/1912.06348 (2019) - 2018
- [i1]Han Shen, Lichao Huang, Chang Huang, Wei Xu:
Tracklet Association Tracker: An End-to-End Learning-based Association Approach for Multi-Object Tracking. CoRR abs/1808.01562 (2018) - 2017
- [j9]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): 132-149 (2017) - [j8]Han Shen, Jian Shen
Efficient RFID Authentication Using Elliptic Curve Cryptography for the Internet of Things. Wirel. Pers. Commun. 96(4): 5253-5266 (2017) - [j7]Han Shen, Jianhua Chen, Debiao He, Jian Shen
Insecurity of a Pairing-Free Certificateless Ring Signcryption Scheme. Wirel. Pers. Commun. 96(4): 5635-5641 (2017) - [c3]Wei Yu, Jing Chang, Cheng Yang, Limin Zhang, Han Shen, Yongquan Xia, Jin Sha:
Automatic classification of leukocytes using deep neural network. ASICON 2017: 1041-1044 - 2016
- [j6]Debiao He
One-to-many authentication for access control in mobile pay-TV systems. Sci. China Inf. Sci. 59(5): 052108:1-052108:14 (2016) - [j5]Han Shen, Jianhua Chen, Hao Hu, Jian Shen:
Insecurity of a Certificateless Aggregate Signature Scheme. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 99-A(2): 660-662 (2016) - [j4]Han Shen, Jianhua Chen, Jian Shen, Debiao He
Cryptanalysis of a certificateless aggregate signature scheme with efficient verification. Secur. Commun. Networks 9(13): 2217-2221 (2016) - [j3]Han Shen, Neeraj Kumar
A security-enhanced authentication with key agreement scheme for wireless mobile communications using elliptic curve cryptosystem. J. Supercomput. 72(9): 3588-3600 (2016) - 2015
- [j2]Han Shen, Chongzhi Gao, Debiao He
New biometrics-based authentication scheme for multi-server environment in critical systems. J. Ambient Intell. Humaniz. Comput. 6(6): 825-834 (2015) - 2014
- [j1]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): 57-63 (2014)
1990 – 1999
- 1994
- [c2]Stan Jarzabek, Han Shen, Hock Chuan Chan:
A hybrid program knowledge base for static program analyzers. APSEC 1994: 400-409 - [c1]Han Shen, Beng Chin Ooi, Hongjun Lu:
The TP-Index: A Dynamic and Efficient Indexing Mechanism for Temporal Databases. ICDE 1994: 274-281
Coauthor Index
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