Ziqi Huang

PhD student, Nanyang Technological University

Joined

September 2022

Names

Ziqi Huang (Preferred)

Emails

****@gmail.com (Confirmed)

****@e.ntu.edu.sg (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

PhD student

Nanyang Technological University (ntu.edu.sg)

2022 – 2026

Undergrad student

Nanyang Technological University (ntu.edu.sg)

2018 – 2022

Undergrad student

National University of Singapore (nus.edu.sg)

2019 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Ziwei Liu

2022 – Present

Expertise

video generation

2026 – 2026

evaluation and benchmarks

2026 – 2026

Publications

Demystifing Video Reasoning
Ruisi Wang, Zhongang Cai, Fanyi Pu, Junxiang Xu, Wanqi Yin, Maijunxian Wang, Ran Ji, Chenyang Gu, Bo Li, Ziqi Huang, Hokin Deng, Dahua Lin, Ziwei Liu, Lei Yang
- arxiv
- Readers: Everyone
Prompt Relay: Inference-Time Temporal Prompt Routing for Multi-Event Video Generation
Gordon Chen, Ziqi Huang, Ziwei Liu
- J2A Poster
- Readers: Everyone
RealDPO: Real or Not Real, that is the Preference
Guo Cheng, Danni Yang, Ziqi Huang, Jianlou Si, Chenyang Si, Ziwei Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
The Quest for Generalizable Motion Generation: Data, Model, and Evaluation
Jing Lin, Ruisi Wang, Junzhe Lu, Ziqi Huang, Guorui Song, Ailing Zeng, Xian Liu, Chen Wei, Wanqi Yin, Qingping SUN, Zhongang Cai, Lei Yang, Ziwei Liu
- ICLR 2026 Poster
- Readers: Everyone
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
- CoRR 2025
- Readers: Everyone
LaVie: High-Quality Video Generation with Cascaded Latent Diffusion Models
Yaohui Wang, Xinyuan Chen, Xin Ma, Shangchen Zhou, Ziqi Huang, Yi Wang, Ceyuan Yang, Yinan He, Jiashuo Yu, Peiqing Yang, Yuwei Guo, Tianxing Wu, Chenyang Si, Yuming Jiang, Cunjian Chen, Chen Change Loy, Bo Dai, Dahua Lin, Yu Qiao, Ziwei Liu
- Int. J. Comput. Vis. 2025
- Readers: Everyone
ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models
Hongbo Liu, Jingwen He, Yi Jinn, Dian Zheng, Yuhao Dong, Fan Zhang, Ziqi Huang, Yinan He, Weichao Chen, Yu Qiao, Wanli Ouyang, Shengjie Zhao, Ziwei Liu
- NeurIPS 2025 poster
- Readers: Everyone
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
- CoRR 2025
- Readers: Everyone
Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models
Fan Zhang, Shulin Tian, Ziqi Huang, Yu Qiao, Ziwei Liu
- ACL (1) 2025
- Readers: Everyone
RepVideo: Rethinking Cross-Layer Representation for Video Generation
Chenyang Si, Weichen Fan, Zhengyao Lv, Ziqi Huang, Yu Qiao, Ziwei Liu
- CoRR 2025
- Readers: Everyone

View all 31 publications

Co-Authors

View all 93 co-authors