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Junyu Zhang
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2020 – today
- 2024
- [j35]Junyu Zhang
, Mingyi Hong
:
First-Order Algorithms Without Lipschitz Gradient: A Sequential Local Optimization Approach. INFORMS J. Optim. 6(2): 118-136 (2024) - [j34]Yiting Wu, Junyu Zhang, Song Huang:
Stationary Almost Markov ε-Equilibria for Discounted Stochastic Games with Borel Spaces and Unbounded Payoffs. J. Syst. Sci. Complex. 37(4): 1672-1684 (2024) - [j33]Dongyang Li, Haobin Li, Junyu Zhang
:
General Procedure to Provide High-Probability Guarantees for Stochastic Saddle Point Problems. J. Sci. Comput. 100(1): 13 (2024) - [j32]Zheng Yu
, Junyu Zhang
, Zheng Wen
, Andrea Tacchetti
, Mengdi Wang
, Ian Gemp
:
Teamwork Reinforcement Learning With Concave Utilities. IEEE Trans. Mob. Comput. 23(5): 5709-5721 (2024) - [c29]Liang Pan, Jingbo Wang, Buzhen Huang, Junyu Zhang, Haofan Wang, Xu Tang, Yangang Wang:
Synthesizing Physically Plausible Human Motions in 3D Scenes. 3DV 2024: 1498-1507 - [c28]Cui Chen, Zuping Zhang, Panrui Tang, Junyu Zhang:
Nebnet: Exploiting Node-Edge Bi-Level Network for Gene Expression Prediction. ICASSP 2024: 4885-4889 - [c27]Heng Dong, Junyu Zhang, Chongjie Zhang:
Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design. ICLR 2024 - [c26]Zhifa Ke, Zaiwen Wen, Junyu Zhang:
An Improved Finite-time Analysis of Temporal Difference Learning with Deep Neural Networks. ICML 2024 - [c25]Chenyu Zhou
, Hongzhou Chen
, Hao Wu
, Junyu Zhang
, Wei Cai
:
ARTEMIS: Detecting Airdrop Hunters in NFT Markets with a Graph Learning System. WWW 2024: 1824-1834 - [i21]Yang Feng, Zhaohui Sun, Chengcheng Wang, Xinyi Guo, Junyao Mei, Yueran Qi, Jing Liu, Junyu Zhang, Jixuan Wu, Xuepeng Zhan, Jiezhi Chen:
Operation Scheme Optimizations to Achieve Ultra-high Endurance (1010) in Flash Memory with Robust Reliabilities. CoRR abs/2401.08120 (2024) - [i20]Zhifa Ke, Zaiwen Wen, Junyu Zhang:
An Improved Finite-time Analysis of Temporal Difference Learning with Deep Neural Networks. CoRR abs/2405.04017 (2024) - 2023
- [j31]Xiaohong Diao, Linru Jiang, Tian Gao
, Liang Zhang
, Junyu Zhang, Longfei Wang, Qizhi Wu:
Research on Electric Vehicle Charging Safety Warning Based on A-LSTM Algorithm. IEEE Access 11: 55081-55093 (2023) - [j30]Yang Feng, Bing Chen, Mingfeng Tang, Yuerang Qi, Maoying Bai, Chengcheng Wang, Hai Wang, Xuepeng Zhan, Junyu Zhang, Jing Liu, Jixuan Wu, Jiezhi Chen:
Near-threshold-voltage operation in flash-based high-precision computing-in-memory to implement Poisson image editing. Sci. China Inf. Sci. 66(12) (2023) - [j29]Kun Zhang, Haiyang Liu, Xu Zheng, Xiaoxin Xu, Hongyang Hu, Junyu Zhang:
High-speed and low-power embedded TEC BCH scheme for ReRAM array. IEICE Electron. Express 20(15): 20230193 (2023) - [j28]Junyu Zhang, Chen Gong, Shangbin Li, Jinkang Zhu:
Design and Optimization of Communication System Based on Superconducting Three-Energy-Level System. J. Commun. Inf. Networks 8(1): 57-70 (2023) - [j27]Zhenyuan Zhu, Fan Chen, Junyu Zhang
, Zaiwen Wen:
A Unified Primal-Dual Algorithm Framework for Inequality Constrained Problems. J. Sci. Comput. 97(2): 39 (2023) - [j26]Yuwei Wang
, Yuanying Qiu, Peitao Cheng
, Junyu Zhang:
Transformer-based descriptors with fine-grained region supervisions for visual place recognition. Knowl. Based Syst. 280: 110993 (2023) - [j25]Junyu Zhang
, Mengdi Wang
, Mingyi Hong, Shuzhong Zhang
:
Primal-Dual First-Order Methods for Affinely Constrained Multi-block Saddle Point Problems. SIAM J. Optim. 33(2): 1035-1060 (2023) - [j24]Yuwei Wang
, Yuanying Qiu
, Peitao Cheng
, Junyu Zhang:
Hybrid CNN-Transformer Features for Visual Place Recognition. IEEE Trans. Circuits Syst. Video Technol. 33(3): 1109-1122 (2023) - [c24]Tianyi Zhang, Junyu Zhang, Sizhe Gu, Dengji Zhao:
Cost Sharing under Private Valuation and Connection Control. AAMAS 2023: 2161-2169 - [c23]Tianyi Zhang
, Dengji Zhao
, Junyu Zhang
, Sizhe Gu
:
Cost Sharing under Private Costs and Connection Control on Directed Acyclic Graphs. DAI 2023: 1:1-1:9 - [c22]Tianyi Zhang
, Dengji Zhao
, Junyu Zhang
, Sizhe Gu
:
Connection Incentives in Cost Sharing Mechanisms with Budgets. DAI 2023: 3:1-3:9 - [c21]Heng Dong, Junyu Zhang, Tonghan Wang, Chongjie Zhang:
Symmetry-Aware Robot Design with Structured Subgroups. ICML 2023: 8334-8355 - [c20]Jianhao Wang, Jin Zhang, Haozhe Jiang, Junyu Zhang, Liwei Wang, Chongjie Zhang:
Offline Meta Reinforcement Learning with In-Distribution Online Adaptation. ICML 2023: 36626-36669 - [c19]Junyu Zhang, Daochang Liu, Shichao Zhang, Chang Xu:
Contrastive Sampling Chains in Diffusion Models. NeurIPS 2023 - [i19]Zhifa Ke, Zaiwen Wen, Junyu Zhang:
Provably Efficient Gauss-Newton Temporal Difference Learning Method with Function Approximation. CoRR abs/2302.13087 (2023) - [i18]Tianyi Zhang, Junyu Zhang, Sizhe Gu, Dengji Zhao:
Cost Sharing under Private Valuation and Connection Control. CoRR abs/2303.03083 (2023) - [i17]Jianhao Wang, Jin Zhang, Haozhe Jiang, Junyu Zhang, Liwei Wang, Chongjie Zhang:
Offline Meta Reinforcement Learning with In-Distribution Online Adaptation. CoRR abs/2305.19529 (2023) - [i16]Heng Dong, Junyu Zhang, Tonghan Wang, Chongjie Zhang:
Symmetry-Aware Robot Design with Structured Subgroups. CoRR abs/2306.00036 (2023) - [i15]Liang Pan, Jingbo Wang, Buzhen Huang, Junyu Zhang, Haofan Wang, Xu Tang, Yangang Wang:
Synthesizing Physically Plausible Human Motions in 3D Scenes. CoRR abs/2308.09036 (2023) - [i14]Heng Dong, Junyu Zhang, Chongjie Zhang:
Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design. CoRR abs/2311.00462 (2023) - [i13]Tianyi Zhang, Dengji Zhao, Junyu Zhang, Sizhe Gu:
Cost Sharing under Private Costs and Connection Control on Directed Acyclic Graphs. CoRR abs/2311.08903 (2023) - [i12]Tianyi Zhang, Dengji Zhao, Junyu Zhang, Sizhe Gu:
Connection Incentives in Cost Sharing Mechanisms with Budgets. CoRR abs/2311.08911 (2023) - 2022
- [j23]Junyu Zhang
, Lin Xiao
, Shuzhong Zhang
:
Adaptive Stochastic Variance Reduction for Subsampled Newton Method with Cubic Regularization. INFORMS J. Optim. 4(1): 45-64 (2022) - [j22]Kevin Huang
, Junyu Zhang, Shuzhong Zhang:
Cubic Regularized Newton Method for the Saddle Point Models: A Global and Local Convergence Analysis. J. Sci. Comput. 91(2): 60 (2022) - [j21]Junyu Zhang
, Mingyi Hong, Shuzhong Zhang:
On lower iteration complexity bounds for the convex concave saddle point problems. Math. Program. 194(1): 901-935 (2022) - [j20]Junyu Zhang, Lin Xiao
:
Stochastic variance-reduced prox-linear algorithms for nonconvex composite optimization. Math. Program. 195(1): 649-691 (2022) - [j19]Mingyi Hong, Siliang Zeng, Junyu Zhang, Haoran Sun:
On the Divergence of Decentralized Nonconvex Optimization. SIAM J. Optim. 32(4): 2879-2908 (2022) - [j18]Xinrong Hu, Junyu Zhang, Jin Huang
, Jinxing Liang, Feng Yu, Tao Peng:
Virtual try-on based on attention U-Net. Vis. Comput. 38(9): 3365-3376 (2022) - [c18]Junyu Zhang, Amrit Singh Bedi, Mengdi Wang, Alec Koppel:
Multi-Agent Reinforcement Learning with General Utilities via Decentralized Shadow Reward Actor-Critic. AAAI 2022: 9031-9039 - [c17]Hongyang Hu, Zi Wang, Xiaoxin Xu, Kai Xi, Kun Zhang, Junyu Zhang, Chunmeng Dou:
A 55nm 32Mb Digital Flash CIM Using Compressed LUT Multiplier and Low Power WL Voltage Trimming Scheme for AI Edge Inference. APCCAS 2022: 1-5 - [c16]Junyu Zhang, Xiaojing Zhang, Hangming Xiong, Weijie Yu, Keiing Ying, Hao Wan, Ping Wang:
The Love Wave Biosensor for the Detection of the Bacterial Pneumonia Biomarker C-reactive Protein. ISOEN 2022: 1-3 - [c15]Jason Eisdorfer, Dominick Cartagena, Ryan Luly, Nhan Ly, James Fanning, Bingyang Wei, Junyu Zhang, Guangyan Chen:
A Platform for Effectively Learning Chinese As a Foreign Language. IST 2022: 1-2 - [c14]Fan Chen, Junyu Zhang, Zaiwen Wen:
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP. NeurIPS 2022 - [i11]Fan Chen, Junyu Zhang, Zaiwen Wen:
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP. CoRR abs/2207.06147 (2022) - 2021
- [j17]Shanchi Wu
, Chen Gong
, Chengjie Zuo
, Shangbin Li
, Junyu Zhang, Zhongbin Dai, Kai Yang, Ming Zhao
, Rui Ni
, Zhengyuan Xu
, Jinkang Zhu
:
Weak Radio-Frequency Signal Detection Based on Piezo-Opto-Electro-Mechanical System: Architecture Design and Sensitivity Prediction. IEEE Internet Things J. 8(12): 10085-10102 (2021) - [j16]Damek Davis, Dmitriy Drusvyatskiy, Lin Xiao, Junyu Zhang:
From Low Probability to High Confidence in Stochastic Convex Optimization. J. Mach. Learn. Res. 22: 49:1-49:38 (2021) - [j15]Junyu Zhang, Amrit Singh Bedi
, Mengdi Wang
, Alec Koppel
:
Cautious Reinforcement Learning via Distributional Risk in the Dual Domain. IEEE J. Sel. Areas Inf. Theory 2(2): 611-626 (2021) - [j14]Junyu Zhang, Yichen Zhang
, Ziyong Zheng, Ziyang Chen, Bingjie Xu, Song Yu:
Finite-size analysis of continuous variable source-independent quantum random number generation. Quantum Inf. Process. 20(1): 15 (2021) - [j13]Junyu Zhang, Lin Xiao
:
MultiLevel Composite Stochastic Optimization via Nested Variance Reduction. SIAM J. Optim. 31(2): 1131-1157 (2021) - [j12]Junyu Zhang
, Chen Gong
, Shangbin Li
, Shanchi Wu, Rui Ni
, Chengjie Zuo
, Jinkang Zhu
, Ming Zhao
, Zhengyuan Xu
:
Quantumized Microwave Detection Based on Λ-Type Three-Level Superconducting System: HMM Modeling and Performance Prediction. IEEE Trans. Commun. 69(11): 7192-7204 (2021) - [j11]Junyu Zhang, Fahui Wu, Yutao Zhu, Lin Xiao, Dingcheng Yang
:
Joint trajectory and power optimization for mobile jammer-aided secure UAV relay network. Veh. Commun. 30: 100357 (2021) - [c13]Junyu Zhang, Mingyi Hong, Mengdi Wang, Shuzhong Zhang:
Generalization Bounds for Stochastic Saddle Point Problems. AISTATS 2021: 568-576 - [c12]Junyu Zhang, Amrit Singh Bedi, Mengdi Wang
, Alec Koppel:
Beyond Cumulative Returns via Reinforcement Learning over State-Action Occupancy Measures. ACC 2021: 894-901 - [c11]Xinrong Hu, Junyu Zhang, Tao Peng, Mingfu Xiong, Feng Yu, Li Li, Min Li:
Cascaded Cross-Domain Fusion of Virtual Try-On. BIBM 2021: 3370-3377 - [c10]Amrit Singh Bedi, Alec Koppel, Mengdi Wang
, Junyu Zhang:
Intermittent Communications in Decentralized Shadow Reward Actor-Critic. CDC 2021: 2613-2620 - [c9]Junyu Zhang, Liangjie Ou:
Design of Intelligent Flower Watering System Based on STC89C52 SCM. ICCIR 2021: 126-130 - [c8]Junyu Zhang, Chengzhuo Ni, Zheng Yu, Csaba Szepesvári, Mengdi Wang:
On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method. NeurIPS 2021: 2228-2240 - [i10]Junyu Zhang, Chengzhuo Ni, Zheng Yu, Csaba Szepesvári, Mengdi Wang:
On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method. CoRR abs/2102.08607 (2021) - [i9]Junyu Zhang, Xianping Guo, Li Xia:
Zero-sum risk-sensitive continuous-time stochastic games with unbounded payoff and transition rates and Borel spaces. CoRR abs/2103.04057 (2021) - [i8]Junyu Zhang, Amrit Singh Bedi, Mengdi Wang, Alec Koppel:
MARL with General Utilities via Decentralized Shadow Reward Actor-Critic. CoRR abs/2106.00543 (2021) - [i7]Amrit Singh Bedi, Anjaly Parayil, Junyu Zhang, Mengdi Wang, Alec Koppel:
On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control. CoRR abs/2106.08414 (2021) - 2020
- [j10]Junyu Zhang, Shiqian Ma, Shuzhong Zhang
:
Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis. Math. Program. 184(1): 445-490 (2020) - [c7]Liu Yang, Tingxuan Chen, Junyu Zhang
, Jun Long, Zhigang Hu, Victor S. Sheng:
Fruited-Forest: A Reachability Querying Method Based on Spanning Tree Modelling of Reduced DAG. APWeb/WAIM (1) 2020: 145-153 - [c6]Linnan Wang, Wei Wu, Junyu Zhang, Hang Liu, George Bosilca, Maurice Herlihy, Rodrigo Fonseca:
FFT-based Gradient Sparsification for the Distributed Training of Deep Neural Networks. HPDC 2020: 113-124 - [c5]Liu Yang, Junyu Zhang
, Tingxuan Chen, Wuji Lei, Xiaolong Liu:
Predicting Residual Stress by Finding Peak Shape Using Artificial Neural Networks. ISPA/BDCloud/SocialCom/SustainCom 2020: 633-640 - [c4]Junyu Zhang, Alec Koppel, Amrit Singh Bedi, Csaba Szepesvári, Mengdi Wang:
Variational Policy Gradient Method for Reinforcement Learning with General Utilities. NeurIPS 2020 - [i6]Junyu Zhang, Amrit Singh Bedi, Mengdi Wang, Alec Koppel:
Cautious Reinforcement Learning via Distributional Risk in the Dual Domain. CoRR abs/2002.12475 (2020) - [i5]Mingyi Hong, Siliang Zeng, Junyu Zhang, Haoran Sun:
On the Divergence of Decentralized Non-Convex Optimization. CoRR abs/2006.11662 (2020) - [i4]Junyu Zhang, Alec Koppel, Amrit Singh Bedi, Csaba Szepesvári, Mengdi Wang:
Variational Policy Gradient Method for Reinforcement Learning with General Utilities. CoRR abs/2007.02151 (2020)
2010 – 2019
- 2019
- [j9]Xianping Guo, Junyu Zhang
:
Risk-sensitive continuous-time Markov decision processes with unbounded rates and Borel spaces. Discret. Event Dyn. Syst. 29(4): 445-471 (2019) - [c3]Junyu Zhang, Lin Xiao:
A Composite Randomized Incremental Gradient Method. ICML 2019: 7454-7462 - [c2]Junyu Zhang, Lin Xiao:
A Stochastic Composite Gradient Method with Incremental Variance Reduction. NeurIPS 2019: 9075-9085 - 2018
- [j8]Junyu Zhang, Haoyang Liu, Zaiwen Wen, Shuzhong Zhang
:
A Sparse Completely Positive Relaxation of the Modularity Maximization for Community Detection. SIAM J. Sci. Comput. 40(5): A3091-A3120 (2018) - [i3]Jason L. Causey, Junyu Zhang, Shiqian Ma, Bo Jiang, Jake A. Qualls, David G. Politte, Fred W. Prior, Shuzhong Zhang, Xiuzhen Huang:
Highly accurate model for prediction of lung nodule malignancy with CT scans. CoRR abs/1802.01756 (2018) - [i2]Linnan Wang, Wei Wu, Yiyang Zhao, Junyu Zhang, Hang Liu, George Bosilca, Jack J. Dongarra, Maurice Herlihy, Rodrigo Fonseca:
SuperNeurons: FFT-based Gradient Sparsification in the Distributed Training of Deep Neural Networks. CoRR abs/1811.08596 (2018) - 2017
- [j7]Junyu Zhang, Zaiwen Wen, Yin Zhang:
Subspace Methods with Local Refinements for Eigenvalue Computation Using Low-Rank Tensor-Train Format. J. Sci. Comput. 70(2): 478-499 (2017) - [i1]Junyu Zhang, Haoyang Liu, Zaiwen Wen, Shuzhong Zhang:
A Sparse Completely Positive Relaxation of the Modularity Maximization for Community Detection. CoRR abs/1708.01072 (2017) - 2016
- [j6]Xiao Wu
, Junyu Zhang:
Finite approximation of the first passage models for discrete-time Markov decision processes with varying discount factors. Discret. Event Dyn. Syst. 26(4): 669-683 (2016) - [j5]Kai Xu, Yifei Shi, Lintao Zheng, Junyu Zhang, Min Liu, Hui Huang
, Hao Su, Daniel Cohen-Or, Baoquan Chen:
3D attention-driven depth acquisition for object identification. ACM Trans. Graph. 35(6): 238:1-238:14 (2016) - [c1]Junyu Zhang:
A special case of partially observable Markov decision processes problem by event-based optimization. ICIT 2016: 1522-1526
2000 – 2009
- 2009
- [j4]Junyu Zhang, Xi-Ren Cao:
Continuous-time Markov decision processes with nth-bias optimality criteria. Autom. 45(7): 1628-1638 (2009) - [j3]Xianping Guo, XinYuan Song, Junyu Zhang:
Bias optimality for multichain continuous-time Markov decision processes. Oper. Res. Lett. 37(5): 317-321 (2009) - 2008
- [j2]Xi-Ren Cao, Junyu Zhang:
The n th-Order Bias Optimality for Multichain Markov Decision Processes. IEEE Trans. Autom. Control. 53(2): 496-508 (2008) - [j1]Xi-Ren Cao, Junyu Zhang:
Event-Based Optimization of Markov Systems. IEEE Trans. Autom. Control. 53(4): 1076-1082 (2008)
Coauthor Index
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last updated on 2024-09-10 02:13 CEST by the dblp team
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