| 2026 | AAAI | Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning. | Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Zhimeng Huang, Yuhua Li |
| 2026 | DCC | Prompt-Optimization with Contextual Mining for Cross-Modal Image Compression. | Shenpeng Song, Zhimeng Huang, Junlong Gao, Chuanmin Jia, Siwei Ma |
| 2026 | DCC | Rethink Feature Coding for Machine Under Ultra-Low Bitrate: Framework and Optimization. | Rongao Yuan, Zhimeng Huang, Qi Wang, Lili Chen, Siwei Ma |
| 2026 | DCC | L-STEC: Learned Video Compression with Long-Term Spatio-Temporal Enhanced Context. | Tiange Zhang, Zhimeng Huang, Xiandong Meng, Kai Zhang, Zhipin Deng, Siwei Ma |
| 2026 | DCC | Beyond CNN Filters: Diffusion-Based Post-Processing for VVC Intra Coding. | Yanchen Zhao, Xiaolong Zhang, Zhimeng Huang, Jiaqi Zhang, Lin Li, Qi Wang, Siwei Ma |
| 2026 | ISCAS | Efficient Video Compression with Hierarchical Motion Representation and Attentive Compensation. | Shuhong Liao, Kexiang Feng, Zhimeng Huang, Siwei Ma |
| 2026 | ISCAS | Neural-Enhanced Hybrid Video Coding: Learning-Based Motion Modeling and Adaptive In-Loop Filtering. | Zhaoyu Li, Yanchen Zhao, Xu Han, Zhimeng Huang, Siwei Ma, Yun Jiang, Jiaqi Zhang |
| 2025 | DCC | 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 |
| 2025 | DCC | Rethinking Bjntegaard Delta for Compression Efficiency Evaluation: Are we Calculating it Precisely and Reliably? | Xinyu Hang, Shenpeng Song, Zhimeng Huang, Chuanmin Jia, Siwei Ma, Wen Gao |
| 2025 | DCC | Image Coding for Machine with Visual-Language Mimic Feature Learning. | Zhimeng Huang, Junlong Gao, Jiaqi Zhang, Shanshe Wang, Siwei Ma, Wen Gao, Chuanmin Jia |
| 2025 | DCC | Dynamic Temporal Reference Aggregation for Neural Video Compression. | Shuhong Liao, Kexiang Feng, Zhimeng Huang, Siwei Ma, Qi Wang, Lili Chen, Chuanmin Jia |
| 2025 | DCC | Compressed Domain Prior-Guided Video Super-Resolution for Cloud Gaming Content. | Qizhe Wang, Qian Yin, Zhimeng Huang, Weijia Jiang, Yi Su, Siwei Ma, Jiaqi Zhang |
| 2025 | ICIP | Adversarial Data Augmentation with Controlled Noise for Efficient Deep Image Compression. | Xinyu Hang, Zhimeng Huang, Chuanmin Jia, Siwei Ma |
| 2025 | ISCAS | 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 |
| 2023 | DCC | Rate-Distortion-Classification Model In Lossy Image Compression. | Yuefeng Zhang, Zhimeng Huang |
| 2022 | ACCV | A Compressive Prior Guided Mask Predictive Coding Approach for Video Analysis. | Zhimeng Huang, Chuanmin Jia, Shanshe Wang, Siwei Ma |
| 2021 | CVPR | Beyond VVC: Towards Perceptual Quality Optimized Video Compression Using Multi-Scale Hybrid Approaches. | Zhimeng Huang, Kai Lin, Chuanmin Jia, Shanshe Wang, Siwei Ma |