| 2025 | AAAI | First-Order Federated Bilevel Learning. | Yifan Yang, Peiyao Xiao, Shiqian Ma, Kaiyi Ji |
| 2025 | ICLR | Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis. | Yifan Yang, Hao Ban, Minhui Huang, Shiqian Ma, Kaiyi Ji |
| 2023 | ICML | Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity. | Xuxing Chen, Minhui Huang, Shiqian Ma, Krishna Balasubramanian |
| 2023 | MIG | Primal Extended Position Based Dynamics for Hyperelasticity. | Yizhou Chen, Yushan Han, Jingyu Chen, Shiqian Ma, Ronald Fedkiw, Joseph Teran |
| 2021 | ICML | A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance. | Minhui Huang, Shiqian Ma, Lifeng Lai |
| 2021 | ICML | Projection Robust Wasserstein Barycenters. | Minhui Huang, Shiqian Ma, Lifeng Lai |
| 2021 | Interspeech | Robust Speaker Extraction Network Based on Iterative Refined Adaptation. | Chengyun Deng, Shiqian Ma, Yongtao Sha, Yi Zhang, Hui Zhang, Hui Song, Fei Wang |
| 2020 | Interspeech | Conv-TasSAN: Separative Adversarial Network Based on Conv-TasNet. | Chengyun Deng, Yi Zhang, Shiqian Ma, Yongtao Sha, Hui Song, Xiangang Li |
| 2020 | Interspeech | Generative Adversarial Network Based Acoustic Echo Cancellation. | Yi Zhang, Chengyun Deng, Shiqian Ma, Yongtao Sha, Hui Song, Xiangang Li |
| 2019 | ACSSC | Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning. | Shixiang Chen, Zengde Deng, Shiqian Ma, Anthony Man-Cho So |
| 2017 | AAAI | Adaptive Proximal Average Approximation for Composite Convex Minimization. | Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma |
| 2017 | ICML | GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization. | Li Shen, Wei Liu, Ganzhao Yuan, Shiqian Ma |
| 2015 | AAAI | Low-Rank Similarity Metric Learning in High Dimensions. | Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang |
| 2014 | AAAI | Doubly Regularized Portfolio with Risk Minimization. | Weiwei Shen, Jun Wang, Shiqian Ma |
| 2014 | ICASSP | A block coordinate descent method of multipliers: Convergence analysis and applications. | Mingyi Hong, Tsung-Hui Chang, Xiangfeng Wang, Meisam Razaviyayn, Shiqian Ma, Zhi-Quan Luo |
| 2010 | KDD | Semi-supervised sparse metric learning using alternating linearization optimization. | Wei Liu, Shiqian Ma, Dacheng Tao, Jianzhuang Liu, Peng Liu |
| 2008 | CVPR | An efficient algorithm for compressed MR imaging using total variation and wavelets. | Shiqian Ma, Wotao Yin, Yin Zhang, Amit Chakraborty |