Scholar

Shenghai Yuan (袁盛海)

Google Scholar ID: kcgdO0sAAAAJ

Peking University

Machine LearningComputer Vision

Citations & Impact

All-time

Citations

417

H-index

i10-index

Publications

Co-authors

list available

Contact

Publications

16 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

- Publications:
- OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation (NeurIPS D&B, 2025)
- Identity-Preserving Text-to-Video Generation by Frequency Decomposition (CVPR Highlight, 2025)
- ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation (NeurIPS D&B Spotlight, 2024)
- MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators (TPAMI, 2025)
- LHNetV2: A Balanced Low-cost Hybrid Network for Single Image Dehazing (TMM, 2024)
- LHNet: A Low-cost Hybrid Network for Single Image Dehazing (ACM MM, 2023)
- Patents:
- An acceleration system and method for deconvolution calculation in neural networks (CN202210582998.5 / CN114821262A)
- A cleaning device for exterior windows of high-rise buildings (CN201821848303.9 / CN209678371U)
- FPGA-based mixed-precision data frequency domain convolution acceleration method and system (CN201821848303.9 / CN209678371U)
- Awards:
- National Scholarship Award, PRC (2025)
- Pacemaker to Merit Student, Peking University (2025)
- National Scholarship Award, PRC (2023)
- National Scholarship Award, PRC (2022)

Research Experience

- Graduate student at the School of Electron and Computer Engineering, Peking University
- Involved in multiple research projects such as OpenS2V-Nexus, Identity-Preserving Text-to-Video Generation, etc.

Education

- Master of Computer Science and Technology, School of Electron and Computer Engineering, Peking University, advised by Prof. Li Yuan
- B. Eng in School of Computer Science and Technology, Guangdong University of Technology

Background