Scholar
Liangzu Peng
Google Scholar ID: A39MlcYAAAAJ
University of Pennsylvania
Citations & Impact
Citations
427
H-index
13
i10-index
17
Publications
20
Co-authors
21
list available
Publications
Resume (English only)
Academic Achievements
- “Block Acceleration Without Momentum” accepted as ICML 2024 Spotlight (acceptance rate ~3.5%).
- “Convergence of IRLS/GNC in Outlier-Robust Estimation” selected as CVPR 2023 Highlight (acceptance rate ~2.5%).
- “Semidefinite Relaxations in Rotation Search” accepted as ECCV 2022 Oral (acceptance rate ~2.7%).
- “Accurate Rotation and Correspondence Search” accepted as CVPR 2022 Oral (acceptance rate ~4.2%).
- Publications in top venues including NeurIPS, ICML, CVPR, ECCV, JMLR, T-PAMI, and SIAM journals.
- Top Reviewer at NeurIPS 2022; Highlighted Reviewer at ICLR 2022.
- Recipient of the MINDS PhD Fellowship (Spring 2022).
- Invited talks at CoLLAs 2025, SIAM OP23, ICCOPT, Flatiron Institute, AI TIME, and others.
