The pdf version of my CV.

Education

• Ph.D in Westlake University / Zhejiang University
  • School of Engineering
  • Computer Science and Technology
  • Advisor: Prof. Peidong Liu
  • 2023 - 2028 (expected)
• B.S. in Hunan University
  • College of Electrical and Information Engineering
  • Automation
  • 2019 - 2023

Publications

Neural Predictor-Corrector: Solving Homotopy Problems with Reinforcement Learning Jiayao Mai*, Bangyan Liao*, Zhenjun Zhao, Yingping Zeng, Haoang Li, Javier Civera, Tailin Wu, Yi Zhou, Peidong Liu ICLR 2026 [ Paper | BibTex ]

scDFM: Distributional Flow Matching Model for Robust Single-Cell Perturbation Prediction Chenglei Yu*, Chuanrui Wang*, Bangyan Liao, Tailin Wu ICLR 2026 [ Paper | BibTex ]

E-MoFlow: Learning Egomotion and Optical Flow from Event Data via Implicit Regularization Wenpu Li*, Bangyan Liao*, Yi Zhou, Qi Xu, Pian Wan, Peidong Liu NeurIPS 2025 [ Paper | Preprint | BibTex | Poster | Project page | Code ]

Convex Relaxation for Robust Vanishing Point Estimation in Manhattan World Bangyan Liao*, Zhenjun Zhao*, Haoang Li, Yi Zhou, Yingping Zeng, Hao Li, Peidong Liu CVPR 2025   (Oral Presentation) [ Paper | Preprint | BibTex | Code ]

DaCapo: Score Distillation as Stacked Bridge for Fast and High-quality 3D Editing Yufei Huang, Bangyan Liao, Yuqi Hu, Haitao Lin, Lirong Wu, Siyuan Li, Cheng Tan, Zicheng Liu, Yunfan Liu, Zelin Zang, Chang Yu, Zhen Lei CVPR 2025 [ Paper | BibTex ]

Ego-motion Estimation for Vehicles with a Rolling Shutter Camera Yongcong Zhang, Bangyan Liao, Delin Qu, Junde Wu, Xinyu Lu, Wanting Li, Yifei Xue, Yizhen Lao TIV 2024 [ Paper | BibTex ]

RSL-BA: Rolling Shutter Line Bundle Adjustment Yongcong Zhang* , Bangyan Liao* , Yifei Xue, Chen Lu, Peidong Liu, Yizhen Lao ECCV 2024 [ Paper | BibTex | Project page ]

GlobalPointer: Large Scale Plane Adjustment with Bi-Convex Relaxation Bangyan Liao*, Zhenjun Zhao*, Lu Chen, Haoang Li, Daniel Cremers, Peidong Liu ECCV 2024 [ Paper | Preprint | BibTex | Talk video | Project page ]

Motion and Structure from Event-based Normal Flow Zhongyang Ren* , Bangyan Liao*, Delei Kong , Jinghang Li , Peidong Liu , Laurent Kneip, Guillermo Gallego , Yi Zhou ECCV 2024 [ Paper | Preprint | BibTex | Talk video | Project page ]

Event-Aided Time-to-Collision Estimation for Autonomous Driving Jinghang Li*, Bangyan Liao*, Xiuyuan Lu, Peidong Liu, Shaojie Shen, Yi Zhou ECCV 2024 [ Paper | Preprint | BibTex | Talk video | Project page ]

Fast Rolling Shutter Correction in the Wild Delin Qu*, Bangyan Liao*, Huiqing Zhang, Omar Ait-Aider, Yizhen Lao TPAMI 2023 [ Paper | Preprint | BibTex | Project page | Code ]

Revisiting Rolling Shutter Bundle Adjustment: Toward Accurate and Fast Solution Bangyan Liao*, Delin Qu*, Yifei Xue, Huiqing Zhang, Yizhen Lao CVPR 2023 [ Paper | Preprint | BibTex | Talk video | Project page | Code ]

Reviewing

• [2023 - ] The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)
• [2025 - ] The International Conference on Computer Vision Conferenc (ICCV)
• [2025 - ] The ACM Multimedia (ACM MM)
• [2024 - ] The AAAI Conference on Artificial Intelligence (AAAI)
• [2024 - ] The International Conference on 3D Vision (3DV)
• [2024 - ] The IEEE International Conference on Robotics and Automation (ICRA)
• [2024 - ] The IEEE Robotics and Automation Letters (RAL)

Student Mentoring

• [2024.8 - ] Yingping Zeng
  • co-surpervised master student with Prof. Yi Zhou from Hunan University
• [2024.10 - ] Hao Li
  • visiting student from Shandong University
• [2024.11 - ] Zhisheng Song
  • visiting student from Shandong University

Research Interests

• Multi-view Geometry Problems in 3D Computer Vision
• Globally Optimal Outlier-Robust Optimization
• Neural Optimal Transport / Deep Schrödinger Bridge
• Diffusion Model / Flow Matching / Stochastic Interpolants
• Stochastic Optimal Control / Reinforcement Learning / Mean-field Game
• Learning to Optimize / Representation Alignment

Skills

• English Skills:
  • IELTS: 6.5 CET-4: 623 CET-6: 490
• Programming Skills:
  • C++/C, Python, Matlab