| 2025 | ICLR | LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning. | Liangzu Peng, Juan Elenter, Joshua Agterberg, Alejandro Ribeiro, Ren Vidal |
| 2024 | CVPR | Scalable 3D Registration via Truncated Entry-Wise Absolute Residuals. | Tianyu Huang, Liangzu Peng, Ren Vidal, Yun-Hui Liu |
| 2024 | ICML | Block Acceleration Without Momentum: On Optimal Stepsizes of Block Gradient Descent for Least-Squares. | Liangzu Peng, Wotao Yin |
| 2023 | CVPR | On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation. | Liangzu Peng, Christian Kmmerle, Ren Vidal |
| 2023 | ICML | The Ideal Continual Learner: An Agent That Never Forgets. | Liangzu Peng, Paris Giampouras, Ren Vidal |
| 2022 | CVPR | ARCS: Accurate Rotation and Correspondence Search. | Liangzu Peng, Manolis C. Tsakiris, Ren Vidal |
| 2022 | ECCV | Semidefinite Relaxations of Truncated Least-Squares in Robust Rotation Search: Tight or Not. | Liangzu Peng, Mahyar Fazlyab, Ren Vidal |
| 2021 | ICML | Homomorphic Sensing: Sparsity and Noise. | Liangzu Peng, Boshi Wang, Manolis C. Tsakiris |
| 2021 | ISIT | Unsigned Matrix Completion. | Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris |
| 2019 | ICASSP | Algebraically-initialized Expectation Maximization for Header-free Communication. | Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi |
| 2019 | ICML | Homomorphic Sensing. | Manolis C. Tsakiris, Liangzu Peng |