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2020 – today
- 2025
[j15]Miao Zhang
, Jingyuan Yang, Chuwen Zhang, Simai He, Huikang Liu, Jinshen Wang, Zizhuo Wang:
An approximate dynamic programming approach for solving aircraft fleet engine maintenance problem: Methodology and a case study. Eur. J. Oper. Res. 321(3): 958-973 (2025)- 2024
- [c25]Zhaoye Pan, Haoqi Yang, Huikang Liu:
Utilizing Second-Order Information in Noisy Information-Sharing Environments for Distributed Optimization. ICASSP 2024: 9156-9160 - [c24]Zhaoye Pan, Xiaolu Wang, Huikang Liu, Jun Zhang:
An Efficient Hierarchical Block Coordinate Descent Method for Time-Varying Graphical Lasso. ICASSP 2024: 9836-9840 - [c23]Peng Wang, Huikang Liu, Druv Pai, Yaodong Yu, Zhihui Zhu, Qing Qu, Yi Ma:
A Global Geometric Analysis of Maximal Coding Rate Reduction. ICML 2024 - [c22]Huikang Liu, Peng Wang, Longxiu Huang, Qing Qu, Laura Balzano:
Symmetric Matrix Completion with ReLU Sampling. ICML 2024 - [i10]Peng Wang, Huikang Liu, Druv Pai, Yaodong Yu, Zhihui Zhu, Qing Qu, Yi Ma:
A Global Geometric Analysis of Maximal Coding Rate Reduction. CoRR abs/2406.01909 (2024) - [i9]Huikang Liu, Peng Wang, Longxiu Huang, Qing Qu, Laura Balzano:
Symmetric Matrix Completion with ReLU Sampling. CoRR abs/2406.05822 (2024) - [i8]Wanyu Zhang, Jiaqi Zhang, Dongdong Ge, Yu Lin, Huiwen Yang, Huikang Liu, Yinyu Ye:
A Robust Anchor-based Method for Multi-Camera Pedestrian Localization. CoRR abs/2410.21308 (2024) - 2023
- [j14]Josh C. D'aeth, Shubhechyya Ghosal, Fiona Grimm, David J. Haw, Esma Koca, Krystal Lau, Huikang Liu, Stefano Moret, Dheeya Rizmie, Peter C. Smith, Giovanni Forchini, Marisa Miraldo, Wolfram Wiesemann:
Optimal Hospital Care Scheduling During the SARS-CoV-2 Pandemic. Manag. Sci. 69(10): 5923-5947 (2023) - [j13]Peng Wang, Huikang Liu, Anthony Man-Cho So:
Linear Convergence of a Proximal Alternating Minimization Method with Extrapolation for \(\boldsymbol{\ell_1}\) -Norm Principal Component Analysis. SIAM J. Optim. 33(2): 684-712 (2023) - [j12]Huikang Liu, Jiaojiao Zhang, Anthony Man-Cho So, Qing Ling:
A Communication-Efficient Decentralized Newton's Method With Provably Faster Convergence. IEEE Trans. Signal Inf. Process. over Networks 9: 427-441 (2023) - [j11]Jiaojiao Zhang, Huikang Liu, Anthony Man-Cho So, Qing Ling:
Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning. IEEE Trans. Signal Process. 71: 311-326 (2023) - [c21]Zhaoye Pan, Huikang Liu:
A Fully Asynchronous Newton Tracking Method for Decentralized Optimization. CDC 2023: 5444-5450 - [c20]Yuening Li, Wing-Kin Ma, Ruiyuan Wu, Huikang Liu:
A Simple Scheme for Coupled Factorization for Hyperspectral Super-Resolution: Exploiting Sparsity in an Easy Way. ICASSP 2023: 1-5 - [c19]Jiajin Li, Jianheng Tang, Lemin Kong, Huikang Liu, Jia Li, Anthony Man-Cho So, Jose H. Blanchet:
A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data. ICLR 2023 - [c18]Huikang Liu, Xiao Li, Anthony Man-Cho So:
ReSync: Riemannian Subgradient-based Robust Rotation Synchronization. NeurIPS 2023 - [i7]Jiajin Li, Jianheng Tang, Lemin Kong, Huikang Liu, Jia Li, Anthony Man-Cho So, Jose H. Blanchet:
A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data. CoRR abs/2303.06595 (2023) - [i6]Aras Selvi, Huikang Liu, Wolfram Wiesemann:
Differential Privacy via Distributionally Robust Optimization. CoRR abs/2304.12681 (2023) - [i5]Huikang Liu, Xiao Li, Anthony Man-Cho So:
ReSync: Riemannian Subgradient-based Robust Rotation Synchronization. CoRR abs/2305.15136 (2023) - 2022
- [j10]Huikang Liu, Xiaolu Wang, Anthony Man-Cho So:
Adaptive coordinate sampling for stochastic primal-dual optimization. Int. Trans. Oper. Res. 29(1): 24-47 (2022) - [j9]Yifei Wang, Kaiyang Yin, Huikang Liu, Youxin Yuan:
A Novel Integrated Method for Harmonic Suppression and Reactive Power Compensation in Distribution Network. Symmetry 14(7): 1347 (2022) - [c17]Peng Wang, Huikang Liu, Anthony Man-Cho So, Laura Balzano:
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering. ICML 2022: 22884-22918 - [i4]Jiaojiao Zhang, Huikang Liu, Anthony Man-Cho So, Qing Ling:
Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning: Part I. CoRR abs/2201.07699 (2022) - [i3]Jiajin Li, Jianheng Tang, Lemin Kong, Huikang Liu, Jia Li, Anthony Man-Cho So, Jose H. Blanchet:
Fast and Provably Convergent Algorithms for Gromov-Wasserstein in Graph Learning. CoRR abs/2205.08115 (2022) - 2021
- [j8]Can Wang, Hongliang Yu, Lin Chai, Huikang Liu, Binxin Zhu:
Emergency Load Shedding Strategy for Microgrids Based on Dueling Deep Q-Learning. IEEE Access 9: 19707-19715 (2021) - [j7]Lin Chai, Qihang Guo, Huikang Liu, Mingbo Ding:
Linear Active Disturbance Rejection Control for Double-Pendulum Overhead Cranes. IEEE Access 9: 52225-52237 (2021) - [j6]Yifei Wang, Kaiyang Yin, Huikang Liu, Youxin Yuan:
A Method for Designing and Optimizing the Electrical Parameters of Dynamic Tuning Passive Filter. Symmetry 13(7): 1115 (2021) - [j5]Jiaojiao Zhang, Huikang Liu, Anthony Man-Cho So, Qing Ling:
A Penalty Alternating Direction Method of Multipliers for Convex Composite Optimization Over Decentralized Networks. IEEE Trans. Signal Process. 69: 4282-4295 (2021) - [c16]Peng Wang, Huikang Liu, Zirui Zhou, Anthony Man-Cho So:
Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method. ICML 2021: 10828-10838 - [c15]Xiaolu Wang, Wenyong Zhang, Xin Shen, Huikang Liu:
Joint Distribution Adaptation via Wasserstein Adversarial Training. IJCNN 2021: 1-8 - 2020
- [c14]Huikang Liu, Xiaolu Wang, Jiajin Li, Anthony Man-Cho So:
Low-Cost Lipschitz-Independent Adaptive Importance Sampling of Stochastic Gradients. ICPR 2020: 2150-2157 - [i2]Huikang Liu, Man-Chung Yue, Anthony Man-Cho So:
A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group. CoRR abs/2009.07514 (2020)
2010 – 2019
- 2019
- [j4]Huikang Liu, Anthony Man-Cho So, Weijie Wu:
Quadratic optimization with orthogonality constraint: explicit Łojasiewicz exponent and linear convergence of retraction-based line-search and stochastic variance-reduced gradient methods. Math. Program. 178(1-2): 215-262 (2019) - [j3]Xihuan Hou, Shuxiang Guo, Liwei Shi, Huiming Xing, Yu Liu, Huikang Liu, Yao Hu, Debin Xia, Zan Li:
Hydrodynamic Analysis-Based Modeling and Experimental Verification of a New Water-Jet Thruster for an Amphibious Spherical Robot. Sensors 19(2): 259 (2019) - [c13]Huikang Liu, Zan Li, Yao Hu, Liwei Shi, Shuxiang Guo, Xihuan Hou, Huiming Xing, Yu Liu, Debin Xia:
Hydrodynamic Analysis of Webbed Foot for a Novel Biomimetic Robotic Duck. ARSO 2019: 45-50 - [c12]Huikang Liu, Ruiyuan Wu, Wing-Kin Ma:
Is There Any Recovery Guarantee with Coupled Structured Matrix Factorization for Hyperspectral Super-Resolution? CAMSAP 2019: 480-484 - [c11]Huikang Liu, Peng Wang, Anthony Man-Cho So:
Fast First-order Methods for the Massive Robust Multicast Beamforming Problem with Interference Temperature Constraints. ICASSP 2019: 4744-4748 - [c10]Peng Wang, Huikang Liu, Anthony Man-Cho So:
Globally Convergent Accelerated Proximal Alternating Maximization Method for L1-Principal Component Analysis. ICASSP 2019: 8147-8151 - [c9]Lin Chai, Huikang Liu:
Design of Crane Anti-swing Controller Based on Differential Flat and Linear Active Disturbance Rejection Control. ICSAI 2019: 81-85 - [c8]Huiming Xing, Shuxiang Guo, Liwei Shi, Xihuan Hou, Yu Liu, Huikang Liu, Yao Hu, Debin Xia, Zan Li:
A Novel Small-scale Turtle-inspired Amphibious Spherical Robot. IROS 2019: 1702-1707 - 2018
- [c7]Lin Chai, Huikang Liu:
Extraction of wave characteristic parameters based on MEMS sensor. ICSAI 2018: 149-154 - [c6]Rujun Jiang, Huikang Liu, Anthony Man-Cho So:
LPA-SD: An Efficient First-Order Method for Single-Group Multicast Beamforming. SPAWC 2018: 1-5 - 2017
- [j2]Huikang Liu, Man-Chung Yue, Anthony Man-Cho So:
On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization. SIAM J. Optim. 27(4): 2426-2446 (2017) - [c5]Huikang Liu, Yuen-Man Pun, Anthony Man-Cho So:
Local strong convexity of maximum-likelihood TDOA-Based source localization and its algorithmic implications. CAMSAP 2017: 1-5 - [c4]Huikang Liu, Man-Chung Yue, Anthony Man-Cho So, Wing-Kin Ma:
A discrete first-order method for large-scale MIMO detection with provable guarantees. SPAWC 2017: 1-5 - 2016
- [c3]Huikang Liu, Weijie Wu, Anthony Man-Cho So:
Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods. ICML 2016: 1158-1167 - 2015
- [j1]Xianzhao Yang, Gengguo Cheng, Huikang Liu:
Improved Empirical Mode Decomposition Algorithm of Processing Complex Signal for IoT Application. Int. J. Distributed Sens. Networks 11: 862807:1-862807:8 (2015) - [i1]Huikang Liu, Weijie Wu, Anthony Man-Cho So:
Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods. CoRR abs/1510.01025 (2015) - 2010
- [c2]Yu Chen, Huikang Liu:
Study of active power filter based on intelligent dynamic follow harmonic objective function. FSKD 2010: 736-739 - [c1]Shouguang Li, Huikang Liu:
Optimal control of asynchronous motor mechanical efficiency based on genetic algorithms. ICNC 2010: 2412-2414
Coauthor Index
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last updated on 2025-01-09 13:06 CET by the dblp team
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