Advisors

• Liu Ziwei

  PhD advisor · until 2026 · Nanyang Technological University

  From a thesis record ↗

• VBench: Comprehensive Benchmark Suite for Video Generative Models

  Zi-Qi Huang, Yi-Nan He, Jiashuo Yu, Fan Zhang, Chenyang Si, Yu-Ming Jiang, Yuan-Han Zhang, Tianxing Wu, +8 more

  IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2024

  2,062
• VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness

  Dian Zheng, Zi-Qi Huang, Hongbo Liu, Kai Zou, Yi-Nan He, Fan Zhang, Lu-Lu Gu, Yuan-Han Zhang, +4 more

  arXiv · 2025

  299
• FreeU: Free Lunch in Diffusion U-Net

  Chenyang Si, Zi-Qi Huang, Yu-Ming Jiang, Ziwei Liu

  IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2024

  297
• VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

  Zi-Qi Huang, Fan Zhang, Xiaojie Xu, Yi-Nan He, Jiashuo Yu, Ziyue Dong, Qianli Ma, Nattapol Chanpaisit, +9 more

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2025

  278
• Collaborative Diffusion for Multi-Modal Face Generation and Editing

  Ziqi Huang, Kelvin C. K. Chan, Yu-Ming Jiang, Ziwei Liu

  IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2023

  191
• Talk-to-Edit: Fine-Grained Facial Editing via Dialog

  Yu-Ming Jiang, Ziqi Huang, Xingang Pan, Chen Change Loy, Zi-Wei Liu

  IEEE/CVF International Conference on Computer Vision (ICCV) · 2021

  171
• ReVersion: Diffusion-Based Relation Inversion from Images

  Ziqi Huang, Tianxing Wu, Yu-Ming Jiang, Kelvin C. K. Chan, Ziwei Liu

  SIGGRAPH Asia Conference Papers · 2024

  101
• Vchitect-2.0: Parallel Transformer for Scaling Up Video Diffusion Models

  Wei-Chen Fan, Chenyang Si, Junhao Song, Zhen-Yu Yang, Yi-Nan He, Long Zhuo, Zi-Qi Huang, Ziyue Dong, +11 more

  arXiv · 2025

  61
• BabyVision: Visual Reasoning Beyond Language

  Liang Chen, Wei-Chu Xie, Yiyan Liang, Hongfeng He, Han Zhao, Zhi-Bo Yang, Zhiqi Huang, Haoning Wu, +21 more

  arXiv · 2026

  35
• LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models

  arXiv · 2023

  34
• FreeInit: Bridging Initialization Gap in Video Diffusion Models

  Lecture notes in computer science · 2024

  29
• Cut2Next: Generating Next Shot via In-Context Tuning

  Jingwen He, Hongbo Liu, Jia-Jun Li, Zi-Qi Huang, Qiao Yu, Wang-Li Ouyang, Zi-Wei Liu

  SIGGRAPH Asia Conference Papers · 2025

  18
• Transformer-Based T2-weighted MRI Synthesis from T1-weighted Images

  Kai Pan, Pu-Jin Cheng, Ziqi Huang, Li Lin, Xiaoying Tang

  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2022

  17
• Talk-to-Edit: Fine-Grained 2D and 3D Facial Editing via Dialog

  Yu-Ming Jiang, Zi-Qi Huang, Tianxing Wu, Xingang Pan, C. Loy, Ziwei Liu

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023

  15
• Simulating the Visual World with Artificial Intelligence: A Roadmap

  Jingtong Yue, Zi-Qi Huang, Zhao-Xi Chen, Xintao Wang, Pengfei Wan, Zi-Wei Liu

  arXiv · 2025

  13
• The Use of Deep Learning in Primary Agricultural Products Freshness Assessment: A Systematic Review

  Yi-Fan Kang, Yijie Li, Han-Yu Wang, Jiangli Guo, Ziqi Huang, Juan Du

  Journal of Food Science · 2025

  12
• UniT: Unified Multimodal Chain-of-Thought Test-time Scaling

  L. Chen, Hao-Yuan Ma, Zhipeng Fan, Ziqi Huang, Animesh Sinha, Xiaoliang Dai, Jialiang Wang, Zecheng He, +6 more

  arXiv · 2026

  7
• A Diagnostic Study Of Visual Question Answering With Analogical Reasoning

  Ziqi Huang, Hongyuan Zhu, Ying Sun, Dongkyu Choi, Cheston Tan, Joo-Hwee Lim

  Proceedings - International Conference on Image Processing · 2021

  7
• Prompt Relay: Inference-Time Temporal Control for Multi-Event Video Generation

  Gordon Chen, Zi-Qi Huang, Ziwei Liu

  arXiv · 2026

  6
• Is Your Driving World Model an All-Around Player?

  Ling-Dong Kong, Ao Liang, Tian-Yi Yan, Hong-Si Liu, Wesley Yang, Zi-Qi Huang, Xianbing Sun, Wei Yin, +15 more

  arXiv · 2026

  5
• Effective and Efficient Distributed Temporal Graph Learning through Hotspot Memory Sharing

  Longjiao Zhang, Rui Wang, Tong-Ya Zheng, Ziqi Huang, Wenjie Huang, Xin-Yu Wang, Can Wang, Mingli Song, +2 more

  Proceedings of the VLDB Endowment · 2025

  5
• Deep learning–based frameworks for the detection and classification of soniferous fish

  Zi-Qi Huang, D. Ochs, M. C. P. Amorim, P. Fonseca, Mayank Goel, N. Nunes, M. Vieira, Manuel Lopes

  The Journal of the Acoustical Society of America · 2025

  4
• Graph Learning-Based Network Dismantling via hierarchical feature fusion and margin-ranked optimization

  Ji-Hui Han, Yupeng Shi, Daoying Huang, Ziqi Huang, Anlin Zhang

  Journal of Complex Networks · 2025

  3
• Efficient and Accurate Text Detection Combining Differentiable Binarization with Semantic Segmentation

  Yue Liu, Ying Shi, Chao-Yu Lin, Jie Hua, Ziqi Huang

  Lecture notes in computer science · 2022

  3
• ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models

  neural information processing systems · 2025

  2

Show all 41 works