Beyond VVC: Towards Perceptual Quality Optimized Video Compression Using Multi-Scale Hybrid Approaches. - Zhimeng Huang; Kai Lin; Chuanmin Jia; Shanshe Wang; Siwei Ma (CVPR Workshops, 2021)

Visual Analysis Motivated Rate-Distortion Model for Image Coding. - Zhimeng Huang; Chuanmin Jia; Shanshe Wang; Siwei Ma (ICME, 2021)

A Compressive Prior Guided Mask Predictive Coding Approach for Video Analysis. - Zhimeng Huang; Chuanmin Jia; Shanshe Wang; Siwei Ma (ACCV (4), 2022)

Rate-Distortion-Classification Model In Lossy Image Compression. - Yuefeng Zhang; Zhimeng Huang (DCC, 2023)

Overview of intelligent video coding: from model-based to learning-based approaches. - Siwei Ma; Junlong Gao; Ruofan Wang; Jianhui Chang; Qi Mao 002; Zhimeng Huang; Chuanmin Jia (Vis. Intell., 2023)

Scalable Machine Learning Architectures for IPA-Driven Maintenance Task Allocation in Large-Scale Building Portfolios. - Zhimeng Huang; Xiaodong Liu 002; Imed Romdhani; Chi-Sheng Shih 001 (ICISS, 2024)

MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning. - Zhenyu Zhang; Guangyao Chen; Yixiong Zou; Zhimeng Huang; Yuhua Li 003; Ruixuan Li 001 (ACM Multimedia, 2024)

Neural Video Compression with Dynamic Temporal Context Mining. - Shuhong Liao; Kexiang Feng; Chuanmin Jia; Zhimeng Huang; Siwei Ma (WCSP, 2024)

Rate-Distortion Optimized Cross Modal Compression With Multiple Domains. - Junlong Gao; Chuanmin Jia; Zhimeng Huang; Shanshe Wang; Siwei Ma; Wen Gao 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

STACO: Spatio-Temporal Adaptive Context Optimization for Neural Video Compression. - Kexiang Feng; Shuhong Liao; Zhimeng Huang; Chuanmin Jia; Qi Wang; Lili Chen; Siwei Ma; Wen Gao 001 (DCC, 2025)

Rethinking Bjøntegaard Delta for Compression Efficiency Evaluation: Are we Calculating it Precisely and Reliably? - Xinyu Hang; Shenpeng Song; Zhimeng Huang; Chuanmin Jia; Siwei Ma; Wen Gao 001 (DCC, 2025)

Image Coding for Machine with Visual-Language Mimic Feature Learning. - Zhimeng Huang; Junlong Gao; Jiaqi Zhang; Shanshe Wang; Siwei Ma; Wen Gao 001; Chuanmin Jia (DCC, 2025)

Dynamic Temporal Reference Aggregation for Neural Video Compression. - Shuhong Liao; Kexiang Feng; Zhimeng Huang; Siwei Ma; Qi Wang; Lili Chen; Chuanmin Jia (DCC, 2025)

Compressed Domain Prior-Guided Video Super-Resolution for Cloud Gaming Content. - Qizhe Wang; Qian Yin 002; Zhimeng Huang; Weijia Jiang; Yi Su; Siwei Ma; Jiaqi Zhang (DCC, 2025)

Advanced Learning-Based Coding Tools for ECM: Intra Prediction and In-Loop Filtering. - Yanchen Zhao; Jiaye Fu; Zhaoyu Li; Qizhe Wang; Zhimeng Huang; Jiaqi Zhang; Chuanmin Jia; Siwei Ma (ISCAS, 2025)

HMFVC: A Human-Machine Friendly Video Compression Scheme. - Zhimeng Huang; Chuanmin Jia; Shanshe Wang; Siwei Ma (IEEE Trans. Circuits Syst. Video Technol., 2025)