📝 Publications

See my Google Scholar profile for the latest list.

2026

[TCSVT] Large language model for lossless image compression with visual prompts

Junhao Du, Chuqin Zhou, Ning Cao, Gang Chen, Yunuo Chen, Zhengxue Cheng, Li Song, Guo Lu, Wenjun Zhang

TCSVT 2026 - IEEE Transactions on Circuits and Systems for Video Technology

[TBC] Free-gvc: Towards training-free extreme generative video compression with temporal coherence

Xiaoyue Ling, Chuqin Zhou, Chunyi Li, Yunuo Chen, Yuan Tian, Guo Lu, Wenjun Zhang

TBC 2026 - IEEE Transactions on Broadcasting

[ECCV] Next-Frame Decoding for Ultra-Low-Bitrate Image Compression with Video Diffusion Priors

Yunuo Chen, Chuqin Zhou, Jiangchuan Li, Xiaoyue Ling, Bing He, Jincheng Dai, Li Song, Guo Lu

ECCV 2026 - European Conference on Computer Vision

[TCSVT] Dual-Representation Image Compression at Ultra-Low Bitrates via Explicit Semantics and Implicit Textures

Chuqin Zhou, Xiaoyue Ling, Yunuo Chen, Jincheng Dai, Guo Lu, Wenjun Zhang

TCSVT 2026 - IEEE Transactions on Circuits and Systems for Video Technology

[ECCV Workshop] LoViF 2026 challenge on ultra-low bitrate image compression: Methods and results

Xiaoyue Ling, Chuqin Zhou, Xin Li, …

All authors

Xiaoyue Ling, Chuqin Zhou, Xin Li, Guo Lu, Junxi Zhang, Qizhi Huang, Yifei Wang, Wenzhuo Ma, Zhenzhong Chen, Cheng-Yeh Chen, Fanqing Zhou, Hengyuan Na, Pukun Zhao, Tiancheng Si, Wenlong Xu, Xudong Wang, Zhimeng Huang, Jiaqi Zhang, Siwei Ma, Chuanmin Jia, Zetian Song, Xiaohan Lu, Qizhe Wang, Md Mehedi Hasan, Shah Mohammad Abdul Mannan, Dipit Saha, Ahnaf Tahmid, Mohammad Raihan Rashid, Xudong Zhang, Chuangchuang Zeng, Shien Chen, Wang Luo, Yinlin Zhu, Di Wu, Tiange Zhang, Yilin Guo, Qingtong Liu, Junjun Si, Shuhong Liao, Xiandong MENG, Qirui Chen, Shangquan Sun

ECCV 2026 Workshop - European Conference on Computer Vision, The Second Workshop on Low-Level Vision Frontiers with Generative AI, Preference Optimization, Agentic Systems and World Models

[ECCV Workshop] LoViF 2026 AIGC Image Compression Challenge: Methods and Results

Xin Li, Chuanmin Jia, Yixin Gao, …, Chuqin Zhou, …

All authors

Xin Li, Chuanmin Jia, Yixin Gao, Jiaqi Zhang, Zhibo Chen, Dong Liu, Siwei Ma, Yiwen Ren, Yingxin Wang, Fang Liu, Xu Liu, Puhua Chen, Renjie Zou, Zhiwei Huang, Dong Jiang, Yunuo Chen, Chuqin Zhou, Xiaoyue Ling, Bing He, Jiangchuan Li, Jincheng Dai, Li Song, Guo Lu, Nitiz Khanal, Qizhi Huang, Junxi Zhang, Yifei Wang, Wenzhuo Ma, Jiancong CHEN, Tiange Zhang, Xiandong MENG, Ronggang Wang, Pengchao Wei, Ruixue Guo, Rohit Choudhary, Sally Khaidem, Qirui Chen

ECCV 2026 Workshop - European Conference on Computer Vision, The Second Workshop on Low-Level Vision Frontiers with Generative AI, Preference Optimization, Agentic Systems and World Models

[ISCAS] LMM-VSC: Ultra-Low Bitrate Video Compression with Semantic Understanding

Chaolei Liu, Li Song, Chuqin Zhou, Guo Lu

ISCAS 2026 - IEEE International Symposium on Circuits and Systems

[arXiv] Recasting DiT for Extreme Image Compression with Hierarchical Visual Priors

Yunuo Chen, Jingnan Gao, Bing He, Jinjing Zhao, Chuqin Zhou, Xiaoyue Ling, Li Song, Guo Lu, Wenjun Zhang

arXiv preprint arXiv:2610.18607

[TIP] Compressing 3D Gaussian Splatting via Cross-Representation Priors

Yezheng Zhang, Huanxiong Liang, Chuqin Zhou, Guo Lu, Wenjun Zhang

TIP 2026 - IEEE Transactions on Image Processing

[ACM MM] Every Packet Counts: Dispersing Information for Loss-Resilient Learned Image Compression Oral

Yuhang Wei*, Chuqin Zhou*, Yibo Shi, Jing Wang, Guo Lu

ACM MM Oral 2026 - ACM International Conference on Multimedia (Oral)

2025

[AAAI] Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression

Chuqin Zhou, Guo Lu, Jiangchuan Li, Xiangyu Chen, Zhengxue Cheng, Li Song, Wenjun Zhang

AAAI 2025 - Annual AAAI Conference on Artificial Intelligence

[ISCAS] Differentiable VMAF: A trainable metric for optimizing video compression codec

Jiangchuan Li, Chuqin Zhou, Yunuo Chen, Guo Lu

ISCAS 2025 - IEEE International Symposium on Circuits and Systems

[VCIP] Vcip 2025 ultra low-bitrate video compression challenge

Guo Lu, Jing Wang, Yunuo Chen, Chuqin Zhou, Yibo Shi, Kai Lin

VCIP 2025 - International Conference on Visual Communications and Image Processing

2023

[ICC] Bandwidth-efficient edge video analytics via frame partitioning and quantization optimization

Chuqin Zhou, Peng Yang, Zeyu Zhang, Chengzhi Wang, Ning Zhang

ICC 2023 - IEEE International Conference on Communications

💡 Patents

  • 失真-感知权衡可控的图像压缩方法、系统、介质及设备
    Granted patent · CN119211548B · First student inventor
  • 面向机器视觉的端-边协同视频编码方法及视频传输系统
    Granted patent · CN115767098B · First inventor
  • 历史目标识别方法及系统、端-边协同边界框过滤方法
    Granted patent · CN115909131B
  • 一种视频传输配置模型的构建方法及应用
    Granted patent · CN115357379B