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ORCIDJinming Xu 0002
Person information
- affiliation: Zhejiang University, College of Control Science and Engineering, Hangzhou, China
- affiliation (former): Purdue University, School of Industrial Engineering, West-Lafayette, IN, USA
- affiliation (former): Arizona State University, Ira A. Fulton Schools of Engineering, Tempe, AZ, USA
- affiliation (PhD 2016): Nanyang Technological University, Singapore
Other persons with the same name
- Jinming Xu 0001
![[0000-0002-7121-2962]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-7121-2962")
— Nanjing University of Aeronautics and Astronautics, China - Jinming Xu 0003 — Zhejiang University School of Medicine, First Affiliated Hospital, Department of Thoracic Surgery, Hangzhou, Chinia
- Jinming Xu 0004 — Wuhan University of Technology, School of Computer Science and Technology, China
- Jinming Xu 0005 — South China University of Technology, Guangzhou, China
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2020 – today
- 2024
[j13]Yan Huang, Jinming Xu, Wenchao Meng, Hoi-To Wai, Li Chai:
Distributed Optimization With Personalization: A Flexible Algorithmic Framework. IEEE Trans. Autom. Control. 69(10): 6715-6730 (2024)- [j12]Jingyu Pan, Xuezhong Lin, Jinming Xu, Yiran Chen, Cheng Zhuo:
Lithography Hotspot Detection Based on Heterogeneous Federated Learning With Local Adaptation and Feature Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(5): 1484-1496 (2024) - [j11]Weiyang Sun, Jinming Xu, Jiming Chen:
Identifiability and Identification of Switching Dynamical Networks: A Data-Based Approach. IEEE Trans. Control. Netw. Syst. 11(3): 1177-1189 (2024) - [j10]Zehan Zhu, Ye Tian, Yan Huang, Jinming Xu, Shibo He:
R-FAST: Robust Fully-Asynchronous Stochastic Gradient Tracking Over General Topology. IEEE Trans. Signal Inf. Process. over Networks 10: 665-678 (2024) - [c24]Weiyang Sun, Jinming Xu, Jiming Chen:
Topology Reconstruction of Heterogeneous Networked Dynamical Systems with Unknown Input Matrices. ACC 2024: 5195-5200 - [c23]Shaohao Zhu, Jiacheng Zhou, Anjun Chen, Mingming Bai, Jiming Chen, Jinming Xu:
MAexp: A Generic Platform for RL-based Multi-Agent Exploration. ICRA 2024: 5155-5161 - [c22]Zehan Zhu, Yan Huang, Xin Wang, Jinming Xu:
PrivSGP-VR: Differentially Private Variance-Reduced Stochastic Gradient Push with Tight Utility Bounds. IJCAI 2024: 5743-5752 - [i14]Shaohao Zhu, Jiacheng Zhou, Anjun Chen, Mingming Bai, Jiming Chen, Jinming Xu:
MAexp: A Generic Platform for RL-based Multi-Agent Exploration. CoRR abs/2404.12824 (2024) - [i13]Zehan Zhu, Yan Huang, Xin Wang, Jinming Xu:
PrivSGP-VR: Differentially Private Variance-Reduced Stochastic Gradient Push with Tight Utility Bounds. CoRR abs/2405.02638 (2024) - [i12]Yan Huang, Xiang Li, Yipeng Shen, Niao He, Jinming Xu:
Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes. CoRR abs/2406.02939 (2024) - 2023
- [c21]Zehan Zhu, Yan Huang, Chengcheng Zhao, Jinming Xu:
Asynchronous Byzantine-Robust Stochastic Aggregation with Variance Reduction for Distributed Learning. CDC 2023: 151-158 - [c20]Yan Huang, Jinming Xu:
On the Computation-Communication Trade-Off with A Flexible Gradient Tracking Approach. CDC 2023: 284-289 - [c19]Youcheng Niu, Ying Sun, Yan Huang, Jinming Xu:
A Loopless Distributed Algorithm for Personalized Bilevel Optimization. CDC 2023: 4189-4196 - [c18]Jianhui Li, Youcheng Niu, Shuang Li, Yuzhe Li, Jinming Xu, Junfeng Wu:
Inducing Desired Equilibrium in Taxi Repositioning Problem with Adaptive Incentive Design. CDC 2023: 8075-8080 - [c17]Zemin Liu, Mingming Bai, Jiacheng He, Xiufang Shi, Jinming Xu:
Accurate and Robust State Estimation via Fusion of Visual-Inertial-UWB with Time Synchronization. IECON 2023: 1-7 - [c16]Yuyang Shen, Jin Zhou, Danzhe Xu, Fangguo Zhao, Jinming Xu, Ji-Ming Chen, Shuo Li:
Aggressive Trajectory Generation for a Swarm of Autonomous Racing Drones. IROS 2023: 7436-7441 - [i11]Yuyang Shen, Jinming Xu, Jin Zhou, Danzhe Xu, Fangguo Zhao, Jiming Chen, Shuo Li:
Aggressive Trajectory Generation for A Swarm of Autonomous Racing Drones. CoRR abs/2303.00851 (2023) - [i10]Yan Huang, Jinming Xu:
On the Computation-Communication Trade-Off with A Flexible Gradient Tracking Approach. CoRR abs/2306.07159 (2023) - [i9]Zehan Zhu, Ye Tian, Yan Huang, Jinming Xu, Shibo He:
Robust Fully-Asynchronous Methods for Distributed Training over General Architecture. CoRR abs/2307.11617 (2023) - [i8]Youcheng Niu, Jinming Xu, Ying Sun, Yan Huang, Li Chai:
Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis. CoRR abs/2312.14690 (2023) - 2022
- [c15]Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo:
Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation. ASP-DAC 2022: 166-171 - [c14]Weiyang Sun, Jinming Xu, Jiming Chen:
On Necessary and Sufficient Conditions for Identifiability and Identification of Switching Dynamical Networks. CDC 2022: 993-1000 - [c13]Yan Huang, Jinming Xu, Wenchao Meng, Hoi-To Wai:
Stochastic Gradient Tracking Methods for Distributed Personalized Optimization over Networks. CDC 2022: 4571-4578 - [c12]Yan Huang, Ying Sun, Zehan Zhu, Changzhi Yan, Jinming Xu:
Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology. ICML 2022: 9310-9345 - [i7]Yan Huang, Ying Sun, Zehan Zhu, Changzhi Yan, Jinming Xu:
Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology. CoRR abs/2207.03730 (2022) - 2021
- [j9]Shi Pu, Wei Shi, Jinming Xu, Angelia Nedic:
Push-Pull Gradient Methods for Distributed Optimization in Networks. IEEE Trans. Autom. Control. 66(1): 1-16 (2021) - [j8]Tie Ding, Shanying Zhu, Cailian Chen, Jinming Xu, Xinping Guan:
Differentially Private Distributed Resource Allocation via Deviation Tracking. IEEE Trans. Signal Inf. Process. over Networks 7: 222-235 (2021) - [j7]Jinming Xu, Ye Tian, Ying Sun, Gesualdo Scutari:
Distributed Algorithms for Composite Optimization: Unified Framework and Convergence Analysis. IEEE Trans. Signal Process. 69: 3555-3570 (2021) - [c11]Zishun Liu, Shanying Zhu, Jinming Xu, Cailian Chen:
A Decentralized Algorithm for Coordination Between Economic Dispatch and Demand Response in Multi-Energy Systems. CDC 2021: 3393-3398 - [i6]Zishun Liu, Shanying Zhu, Jinming Xu, Cailian Chen:
Decentralized Coordination Between Economic Dispatch and Demand Response in Multi-Energy Systems. CoRR abs/2103.13680 (2021) - [i5]Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo:
Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation. CoRR abs/2107.04367 (2021) - 2020
- [j6]Yongyang Xiong, Jinming Xu, Keyou You, Jianxing Liu, Ligang Wu:
Privacy-Preserving Distributed Online Optimization Over Unbalanced Digraphs via Subgradient Rescaling. IEEE Trans. Control. Netw. Syst. 7(3): 1366-1378 (2020) - [c10]Jinming Xu, Ye Tian, Ying Sun, Gesualdo Scutari:
Accelerated Primal-Dual Algorithms for Distributed Smooth Convex Optimization over Networks. AISTATS 2020: 2381-2391 - [c9]Jinming Xu, Ye Tian, Ying Sun, Gesualdo Scutari:
A Unified Algorithmic Framework for Distributed Composite Optimization. CDC 2020: 2309-2316 - [i4]Jinming Xu, Ye Tian, Ying Sun, Gesualdo Scutari:
Distributed Algorithms for Composite Optimization: Unified and Tight Convergence Analysis. CoRR abs/2002.11534 (2020)
2010 – 2019
- 2019
- [j5]Jinming Xu, Shanying Zhu, Yeng Chai Soh, Lihua Xie:
A Dual Splitting Approach for Distributed Resource Allocation With Regularization. IEEE Trans. Control. Netw. Syst. 6(1): 403-414 (2019) - [c8]Jinming Xu, Ying Sun, Ye Tian, Gesualdo Scutari:
A Unified Contraction Analysis of a Class of Distributed Algorithms for Composite Optimization. CAMSAP 2019: 485-489 - [i3]Jinming Xu, Ye Tian, Ying Sun, Gesualdo Scutari:
Accelerated Primal-Dual Algorithms for Distributed Smooth Convex Optimization over Networks. CoRR abs/1910.10666 (2019) - 2018
- [j4]Jin-Ming Xu, Shanying Zhu, Yeng Chai Soh, Lihua Xie:
Convergence of Asynchronous Distributed Gradient Methods Over Stochastic Networks. IEEE Trans. Autom. Control. 63(2): 434-448 (2018) - [j3]Jin-Ming Xu, Shanying Zhu, Yeng Chai Soh, Lihua Xie:
A Bregman Splitting Scheme for Distributed Optimization Over Networks. IEEE Trans. Autom. Control. 63(11): 3809-3824 (2018) - [j2]Shanying Zhu, Cailian Chen, Jin-Ming Xu, Xinping Guan, Lihua Xie, Karl Henrik Johansson:
Mitigating Quantization Effects on Distributed Sensor Fusion: A Least Squares Approach. IEEE Trans. Signal Process. 66(13): 3459-3474 (2018) - [c7]Shi Pu, Wei Shi, Jinming Xu, Angelia Nedic:
A Push-Pull Gradient Method for Distributed Optimization in Networks. CDC 2018: 3385-3390 - [i2]Shi Pu, Wei Shi, Jinming Xu, Angelia Nedich:
A Push-Pull Gradient Method for Distributed Optimization in Networks. CoRR abs/1803.07588 (2018) - [i1]Shi Pu, Wei Shi, Jinming Xu, Angelia Nedic:
Push-Pull Gradient Methods for Distributed Optimization in Networks. CoRR abs/1810.06653 (2018) - 2017
- [c6]Jin-Ming Xu, Shanying Zhu, Yeng Chai Soh, Lihua Xie:
A dual splitting algorithm for distributed resource allocation problems. CDC 2017: 4674-4679 - 2016
- [j1]Jin-Ming Xu, Yeng Chai Soh:
A distributed simultaneous perturbation approach for large-scale dynamic optimization problems. Autom. 72: 194-204 (2016) - [c5]Jin-Ming Xu, Shanying Zhu, Yeng Chai Soh, Lihua Xie:
A forward-backward Bregman splitting scheme for regularized distributed optimization problems. CDC 2016: 1093-1098 - [c4]Shanying Zhu, Jin-Ming Xu, Cailian Chen, Xin-Ping Guan:
A least square approach for distributed sensor fusion in bandwidth-constrained sensor networks. ICASSP 2016: 3751-3755 - 2015
- [c3]Jin-Ming Xu, Shanying Zhu, Yeng Chai Soh, Lihua Xie:
Augmented distributed gradient methods for multi-agent optimization under uncoordinated constant stepsizes. CDC 2015: 2055-2060 - [c2]Shanying Zhu, Shuai Liu, Jin-Ming Xu, Yeng Chai Soh, Lihua Xie:
Averaging based distributed estimation algorithm for rate-constrained sensor networks with additive quantization model. CDC 2015: 6245-6250 - 2013
- [c1]Jin-Ming Xu, Yeng Chai Soh:
Distributed Extremum Seeking Control of networked large-scale systems under constraints. CDC 2013: 2187-2192
Coauthor Index
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