Dian Zheng |
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Biography
I am an incoming PHD student at CUHK, MMLab, advised by Prof. Hongsheng Li. Before that, I obtain my master degree at SYSU in 2025, advised by Prof. Wei-Shi Zheng and B.E. degree at DLUT in 2022.
🛠️ Employment:
[2024/12—2025/06] Research Intern, Shanghai AI Laboratory, honored to be advised by Prof. Ziwei Liu.
[2024/05—2024/11] Research Intern, Alibaba, Mentor: Cao Li.
I am always open to research collaborations about generative model, robotics. Feel free to contact me.
News
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[06/2025] Honored to secure Outstanding Master's Thesis in Sun Yat-sen University!
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[05/2025] Honored to be selected as Outstanding Graduate in Sun Yat-Sen University!
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[04/2025] PanoDecouple and DELETE are selected as CVPR2025 Highlight !
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[03/2025] VBench-2.0 is released! Test the boundaries of your methods!
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[02/2025] 3 papers are accepted by CVPR2025 (3/4, 75% success rate).
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[01/2025] DiffuVolume has finally been accepted by IJCV2025 after a long wait!
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[12/2024] Awarded Xiaomi Grand Prize Scholarship of Sun Yat-Sen University.
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[11/2024] Rated as a Top Reviewer of NeurIPS 2024.
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[11/2024] SpatialDreamer is released, I would call it the most advanced spatial video generation technology in the industry. Stay tuned!
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[07/2024] 1 paper is accepted by ECCV 2024.
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[02/2024] 2 papers are accepted by CVPR 2024.
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[07/2023] 1 paper is accepted by ICCV 2023.
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[02/2023] 1 paper is accepted by CVPR 2023.
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[05/2022] 1 paper is accepted by ICASSP 2022.
Publications (* denotes equal contribution, and † denotes the corresponding author)
First, Co-First, Last Author
VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness Dian Zheng*, Ziqi Huang*, Hongbo Liu, Kai Zou, Yinan He, Fan Zhang, Yuanhan Zhang, Jingwen He, Wei-Shi Zheng†, Yu Qiao†, Ziwei Liu† Arxiv, 2025 [ArXiv] [Code] [Project Page]
Panorama Generation From NFoV Image Done Right Dian Zheng, Cheng Zhang, Xiao-Ming Wu, Cao Li†, Chengfei Lv, Jian-Fang Hu, Wei-Shi Zheng† IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025 🏆️ Highlight [Paper][Code][Project Page]
Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks Yu Zhou*, Dian Zheng*, Qijie Mo, Ren-Jie Lu, Kun-Yu Lin†, Wei-Shi Zheng† IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025 🏆️ Highlight [Paper]
SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input Zhen Lv, Yangqi Long, Congzhentao Huang, Cao Li, Chengfei Lv†, Hao Ren, Dian Zheng IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025 [Paper]
Others
ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models Hongbo Liu*, Jingwen He*, Yi Jin, Dian Zheng, Yuhao Dong, Fan Zhang, Ziqi Huang, Yinan He, Yangguang Li, Weichao Chen, Yu Qiao, Wanli Ouyang, Shengjie Zhao†, Ziwei Liu† Arxiv, 2025 [Paper][Code][Project Page]
Generating Anomalies for Video Anomaly Detection with Prompt-based Feature Mapping Zuhao Liu, Xiao-Ming Wu, Dian Zheng, Kun-Yu Lin, Wei-Shi Zheng† IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 [Paper]
Underwater Stereo Matching Via Unsupervised Appearance And Feature Adaptation Networks Zhong Wei, Yazhi Yuan, Xinchen Ye†, Dian Zheng, Rui Xu International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2022 [Paper]
Academic Service
Conference Reviewer: NeurIPS2025, ACMMM2025, ICME2025, ICML2025, CVPR2025, ICLR2025, NeurIPS2024 (Top Reviewer), PRCV2023 Journal Reviewer: TCSVT, PR, CMV
Awards
Outstanding Master's Thesis in Sun Yat-sen University (中山大学优秀硕士学位论文), 2025. Outstanding Graduate in Sun Yat-Sen University (中山大学优秀毕业生), 2025. Xiaomi Grand Prize Scholarship of Sun Yat-Sen University (中山大学小米特等奖学金), 2024. NeurIPS2024 Top Reviewer, 2024. First Prize, Academic Scholarship of Sun Yat-Sen University for Graduate Student (中山大学硕士研究生一等奖助金), 2022, 2023, 2024.