| 2024 | ICASSP | An Efficient Hierarchical Block Coordinate Descent Method for Time-Varying Graphical Lasso. | Zhaoye Pan, Xiaolu Wang, Huikang Liu, Jun Zhang |
| 2024 | ICASSP | Utilizing Second-Order Information in Noisy Information-Sharing Environments for Distributed Optimization. | Zhaoye Pan, Haoqi Yang, Huikang Liu |
| 2024 | ICML | A Global Geometric Analysis of Maximal Coding Rate Reduction. | Peng Wang, Huikang Liu, Druv Pai, Yaodong Yu, Zhihui Zhu, Qing Qu, Yi Ma |
| 2024 | ICML | Symmetric Matrix Completion with ReLU Sampling. | Huikang Liu, Peng Wang, Longxiu Huang, Qing Qu, Laura Balzano |
| 2023 | ICASSP | A Simple Scheme for Coupled Factorization for Hyperspectral Super-Resolution: Exploiting Sparsity in an Easy Way. | Yuening Li, Wing-Kin Ma, Ruiyuan Wu, Huikang Liu |
| 2023 | ICLR | A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data. | Jiajin Li, Jianheng Tang, Lemin Kong, Huikang Liu, Jia Li, Anthony Man-Cho So, Jose H. Blanchet |
| 2022 | ICML | Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering. | Peng Wang, Huikang Liu, Anthony Man-Cho So, Laura Balzano |
| 2021 | ICML | Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method. | Peng Wang, Huikang Liu, Zirui Zhou, Anthony Man-Cho So |
| 2021 | IJCNN | Joint Distribution Adaptation via Wasserstein Adversarial Training. | Xiaolu Wang, Wenyong Zhang, Xin Shen, Huikang Liu |
| 2020 | ICPR | Low-Cost Lipschitz-Independent Adaptive Importance Sampling of Stochastic Gradients. | Huikang Liu, Xiaolu Wang, Jiajin Li, Anthony Man-Cho So |
| 2019 | ICASSP | Fast First-order Methods for the Massive Robust Multicast Beamforming Problem with Interference Temperature Constraints. | Huikang Liu, Peng Wang, Anthony Man-Cho So |
| 2019 | ICASSP | Globally Convergent Accelerated Proximal Alternating Maximization Method for L1-Principal Component Analysis. | Peng Wang, Huikang Liu, Anthony Man-Cho So |
| 2019 | IROS | A Novel Small-scale Turtle-inspired Amphibious Spherical Robot. | Huiming Xing, Shuxiang Guo, Liwei Shi, Xihuan Hou, Yu Liu, Huikang Liu, Yao Hu, Debin Xia, Zan Li |
| 2016 | ICML | Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods. | Huikang Liu, Weijie Wu, Anthony Man-Cho So |
| 2010 | ICNC | Optimal control of asynchronous motor mechanical efficiency based on genetic algorithms. | Shouguang Li, Huikang Liu |