Xianyi He

MS student, Peking University

Joined

November 2024

Names

Xianyi He (Preferred)

Emails

****@stu.pku.edu.cn (Confirmed)

Personal Links

Homepage

Career & Education History

MS student

Peking University (pku.edu.cn)

2024 – Present

Undergrad student

Shanghai Jiaotong University (sjtu.edu.cn)

2019 – 2023

Advisors, Relations & Conflicts

Coauthor

Li Yuan

2024 – Present

Expertise

Video Generation

2024 – Present

Large Multimodal Language Model

2024 – Present

Publications

FlashI2V: Fourier-Guided Latent Shifting Prevents Conditional Image Leakage in Image-to-Video Generation
Yunyang Ge, Xinhua Cheng, ChengShu Zhao, Xianyi He, Shenghai Yuan, Bin Lin, Bin Zhu, Li Yuan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ImgEdit: A Unified Image Editing Dataset and Benchmark
Yang Ye, Xianyi He, Zongjian Li, Bin Lin, Shenghai Yuan, Zhiyuan Yan, Bohan Hou, Li Yuan
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation
Shenghai Yuan, Xianyi He, Yufan Deng, Yang Ye, Jinfa Huang, Bin Lin, Chongyang Ma, Jiebo Luo, Li Yuan
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Identity-Preserving Text-to-Video Generation by Frequency Decomposition
Shenghai Yuan, Jinfa Huang, Xianyi He, Yunyang Ge, Yujun Shi, Liuhan Chen, Jiebo Luo, Li Yuan
- IEEE Conference on Computer Vision and Pattern Recognition 2025
- Readers: Everyone
Open-Sora Plan: Open-Source Large Video Generation Model
Bin Lin, Yunyang Ge, Xinhua Cheng, Zongjian Li, Bin Zhu, Shaodong Wang, Xianyi He, Yang Ye, Shenghai Yuan, Liuhan Chen, Tanghui Jia, Junwu Zhang, Zhenyu Tang, Yatian Pang, Bin She, Cen Yan, Zhiheng Hu, Xiaoyi Dong, Lin Chen, Zhang Pan et al. (4 additional authors not shown)
- CoRR 2024
- Readers: Everyone
Identity-Preserving Text-to-Video Generation by Frequency Decomposition
Shenghai Yuan, Jinfa Huang, Xianyi He, Yunyuan Ge, Yujun Shi, Liuhan Chen, Jiebo Luo, Li Yuan
- CoRR 2024
- Readers: Everyone
Pneumatically Actuated MR-Safe Parallel Robot for Deep Brain Stimulation Electrode Implantation
Weihang Huang, Shenghao Dai, Anze Xu, Xianyi He, Shaoping Huang, Anzhu Gao
- ROBIO 2021
- Readers: Everyone

Co-Authors

View all 37 co-authors

Xianyi He

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

FlashI2V: Fourier-Guided Latent Shifting Prevents Conditional Image Leakage in Image-to-Video Generation

ImgEdit: A Unified Image Editing Dataset and Benchmark

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation

Identity-Preserving Text-to-Video Generation by Frequency Decomposition

Open-Sora Plan: Open-Source Large Video Generation Model

Identity-Preserving Text-to-Video Generation by Frequency Decomposition

Pneumatically Actuated MR-Safe Parallel Robot for Deep Brain Stimulation Electrode Implantation

Co-Authors