News

[07/2025] I join ByteDance as a research intern.
[03/2025] Three papers on open-vocabulary segmentation and AIGC are accepted by SIGGRAPH 2025.
[07/2024] One paper on Noisy Cross-modal Retrieval is accepted by ACMMM 2024.
[07/2024] One paper on 3D Anomaly Detection is accepted by ECCV 2024.
[03/2024] I join DAMO Vision as a research intern.
[12/2023] One paper on Anomaly Segmentation is accepted by AAAI 2024.
[09/2023] I start at HKU as a PhD student.
[05/2023] I am awarded the Outstanding graduates in Shanghai.
[03/2023] I join QCraft as a research intern.
[02/2023] Two papers on noisy label learning are accepted by CVPR 2023.
[05/2022] We won the third place in OOD-CV competition in ECCV 2022.
[05/2022] One paper on noisy label learning is accepted by ECCV 2022 workshop.
[05/2022] One paper on person re-identificaition is accepted by ACMMM 2022 workshop.
[08/2021] I join Tencent Youtu Lab as a research intern.
[08/2021] One paper on person re-identificaition is accepted by IEEE Transaction on Image Processing 2021.

Publications

	PlayerOne: Egocentric World Simulator Yuanpeng Tu, Hao Luo, Xi Chen, Xiang Bai, Fan Wang, Hengshuang Zhao. Arxiv 2025 Project Page PDF Video Code
	VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control Yuanpeng Tu, Hao Luo, Xi Chen, Sihui Ji, Xiang Bai, Hengshuang Zhao. SIGGRAPH 2025 Project Page PDF Video Code
	DreamMask: Boosting Open-vocabulary Panoptic Segmentation with Synthetic Data Yuanpeng Tu, Xi Chen, Ser-Nam Lim, Hengshuang Zhao. SIGGRAPH 2025 Project Page PDF Code
	Self-supervised Feature Adaptation for 3D Industrial Anomaly Detection Yuanpeng Tu, Boshen Zhang, Liang Liu, Yuxi Li, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Cai Rong Zhao. ECCV 2024* PDF Code
	Self-supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban Scenes Yuanpeng Tu, Yuxi Li, Boshen Zhang, Liang Liu, Jiangning Zhang, Yabiao Wang, Cai Rong Zhao. AAAI 2024* PDF Code
	Learning from noisy labels with decoupled meta label purifier Yuanpeng Tu, Boshen Zhang, Yuxi Li, Liang Liu, Jian Li, Yabiao Wang, Chengjie Wang, Cai Rong Zhao. CVPR 2023* PDF Video Code
	Learning with Noisy labels via Self-supervised Adversarial Noisy Masking Yuanpeng Tu, Boshen Zhang, Yuxi Li, Liang Liu, Jian Li, Yabiao Wang, Chengjie Wang, Cairong Zhao. CVPR 2023* PDF Video Code
	Domain Camera Adaptation and Collaborative Multiple Feature Clustering for Unsupervised Person Re-ID Yuanpeng Tu ACMMM 2022 PDF
	Salience-guided iterative asymmetric mutual hashing for fast person re-identification Cairong Zhao, Yuanpeng Tu, Zhihui Lai, Fumin Shen, Heng Tao Shen, Duoqian Miao TIP 2021 PDF Code

Awards and Honors

HKU Postgraduate Scholarships
China Electronics Society Outstanding Master Thesis Prize (2023)
Shanghai Computer Society Outstanding Master Thesis (2023)
Shanghai Outstanding Graduates (2023)
National Scholarship for Graduate Students (Rank 1/350)(2021)
Scholarship for outstanding Graduate Students (Rank 6/350)(2022)
Outstanding Graduate Students Certificate(2021/2022)
Scholarship for outstanding students, Tongji University, 2017 & 2018 & 2019

Experiences

07/2025 - Now, Research Intern at ByteDance Seed.
03/2024 - 06/2025, Research Intern at DAMO Vision.
03/2023 - 05/2023, Research Intern at QCraft.
08/2021 - 03/2023, Research Intern at Shanghai Tencent Youtu Lab.

Contests

3rd Place, Out-of-distribution Detection Competition in ECCV2022.
Second Prize of "Huawei Cup" China Postgraduate Mathematical Modeling Competition(2020).

Sevices

Reviewer for CVPR, ICCV, ECCV, NeurIPS, AAAI, IJCV, TNNLS, TCSVT

	PlayerOne: Egocentric World Simulator Yuanpeng Tu, Hao Luo, Xi Chen, Xiang Bai, Fan Wang, Hengshuang Zhao. Arxiv 2025 Project Page PDF Video Code
	VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control Yuanpeng Tu, Hao Luo, Xi Chen, Sihui Ji, Xiang Bai, Hengshuang Zhao. SIGGRAPH 2025 Project Page PDF Video Code
	DreamMask: Boosting Open-vocabulary Panoptic Segmentation with Synthetic Data Yuanpeng Tu, Xi Chen, Ser-Nam Lim, Hengshuang Zhao. SIGGRAPH 2025 Project Page PDF Code
	Self-supervised Feature Adaptation for 3D Industrial Anomaly Detection Yuanpeng Tu, Boshen Zhang, Liang Liu, Yuxi Li, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Cai Rong Zhao. ECCV 2024* PDF Code
	Self-supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban Scenes Yuanpeng Tu, Yuxi Li, Boshen Zhang, Liang Liu, Jiangning Zhang, Yabiao Wang, Cai Rong Zhao. AAAI 2024* PDF Code
	Learning from noisy labels with decoupled meta label purifier Yuanpeng Tu, Boshen Zhang, Yuxi Li, Liang Liu, Jian Li, Yabiao Wang, Chengjie Wang, Cai Rong Zhao. CVPR 2023* PDF Video Code
	Learning with Noisy labels via Self-supervised Adversarial Noisy Masking Yuanpeng Tu, Boshen Zhang, Yuxi Li, Liang Liu, Jian Li, Yabiao Wang, Chengjie Wang, Cairong Zhao. CVPR 2023* PDF Video Code
	Domain Camera Adaptation and Collaborative Multiple Feature Clustering for Unsupervised Person Re-ID Yuanpeng Tu ACMMM 2022 PDF
	Salience-guided iterative asymmetric mutual hashing for fast person re-identification Cairong Zhao, Yuanpeng Tu, Zhihui Lai, Fumin Shen, Heng Tao Shen, Duoqian Miao TIP 2021 PDF Code