I am currently a PhD Candidate at Shanghai Jiao Tong University. My interests cover quality assessment and low-level vision.
I am working on project Q-Future: Visual Evaluation with Foundation Models

🔥 News

2024.04: ⚡⚡ Two papers (one oral) have been accepted by ICME 2024
2024.03: ⚡⚡ The First Prize of the Short-form UGC Video Quality Assessment for NTIRE2024-CVPRW
2024.02: ⚡⚡ Organizing the Quality Assessment for AI-Generated Content - Track 1/2 Image/Video for NTIRE2024-CVPRW
2024.01: ⚡⚡ Q-Instruct get accepted by CVPR 2024!
2024.01: ⚡⚡ Q-Bench get accepted by ICLR2024 as a Spotlight paper!
2023.04: ⚡⚡ The First Prize of the IEEE ICIP Point Cloud Visual Quality Assessment Grand Challenge
2022.04: ⚡⚡ The First Prize of the IEEE ICIP Grand Challenge: Video Distortion Detection and Classification in the Context of Video Surveillance

📝 Selected Publications

ICLR 2024 (Spotlight)

Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-Level Vision

Haoning Wu*, Zicheng Zhang*, Erli Zhang*, Chaofeng Chen, Liang Liao, Annan Wang, Chunyi Li, Wenxiu Sun, Qiong Yan, Guangtao Zhai, Weisi Lin
[Paper] [Repo]

CVPR 2024

Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Haoning Wu*, Zicheng Zhang*, Erli Zhang*, Chaofeng Chen1, Liang Liao, Annan Wang, Kaixin Xu, Chunyi Li, Jingwen Hou, Guangtao Zhai, Geng Xue, Wenxiu Sun, Qiong Yan, Weisi Lin
[Paper] [Repo]

IJCAI 2023

MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment

Zicheng Zhang, Wei Sun, Xiongkuo Min, Quan Zhou, Jun He, Qiyuan Wang, Guangtao Zhai
[Paper] [Repo]

IEEE TCSVT

No-reference quality assessment for 3d colored point cloud and mesh models

IEEE TMM

Evaluating Point Cloud from Moving Camera Videos: A No-Reference Metric

Zicheng Zhang, Wei Sun, Yucheng Zhu, Xiongkuo Min, Wei Wu, Ying Chen, Guangtao Zhai
[Paper] [Repo]

ACM TOMM

Subjective and Objective Quality Assessment for in-the-Wild Computer Graphics Images

Zicheng Zhang, Wei Sun, Yingjie Zhou, Jun Jia, Zhichao Zhang, Jing Liu, Xiongkuo Min, Guangtao Zhai
[Paper] [Repo]

ACM TOMM

GMS-3DQA: Projection-based Grid Mini-patch Sampling for 3D Model Quality Assessment

Zicheng Zhang, Wei Sun, Houning Wu, Yingjie Zhou, Chunyi Li, Xiongkuo Min, Guangtao Zhai, Weisi Lin
[Paper] [Repo]

CVPR 2023

MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos

Zicheng Zhang, Wei Wu, Wei Sun, Dangyang Tu, Wei Lu, Xiongkuo Min, Ying Chen, Guangtao Zhai
[Paper] [Repo]

IEEE TBC

Quality-of-Experience Evaluation for Digital Twins in 6G Network Environments

Zicheng Zhang, Yingjie Zhou, Long Teng, Wei Sun, Chunyi Li, Xiongkuo Min, Xiao-Ping Zhang, Guangtao Zhai
[Paper]

2020.09 - Now, PhD Student, SJTU Multimedia Lab, Shanghai Jiao Tong University, supervised by Prof. Guangtao Zhai. Research topics: Quality Assessment and Low-level Vision.
2016.09 - 2020.06, B.S. in Information Science, SEIEE, Shanghai Jiao Tong University.