| 2025 | ICLR | ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation. | Tianchen Zhao, Tongcheng Fang, Haofeng Huang, Rui Wan, Widyadewi Soedarmadji, Enshu Liu, Shiyao Li, Zinan Lin, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang |
| 2025 | ICML | XAttention: Block Sparse Attention with Antidiagonal Scoring. | Ruyi Xu, Guangxuan Xiao, Haofeng Huang, Junxian Guo, Song Han |
| 2025 | ICML | SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization. | Jintao Zhang, Haofeng Huang, Pengle Zhang, Jia Wei, Jun Zhu, Jianfei Chen |
| 2025 | ICML | SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference. | Jintao Zhang, Chendong Xiang, Haofeng Huang, Jia Wei, Haocheng Xi, Jun Zhu, Jianfei Chen |
| 2024 | AAAI | Seeing Dark Videos via Self-Learned Bottleneck Neural Representation. | Haofeng Huang, Wenhan Yang, Lingyu Duan, Jiaying Liu |
| 2024 | ECCV | FreeMotion: MoCap-Free Human Motion Synthesis with Multimodal Large Language Models. | Zhikai Zhang, Yitang Li, Haofeng Huang, Mingxian Lin, Li Yi |
| 2023 | ICIP | Flash Compensated Low-Light Enhancement Via Hierarchical Network Prediction. | Haowei Kuang, Haofeng Huang, Wenhan Yang, Jiaying Liu |
| 2022 | ISCAS | Collaborative Scalable Visual Compression for Human-Centered Videos. | Haofeng Huang, Wenhan Yang, Wei Xiang, Jiaying Liu, Ling-Yu Duan |
| 2020 | ACCV | Raw-Guided Enhancing Reprocess of Low-Light Image via Deep Exposure Adjustment. | Haofeng Huang, Wenhan Yang, Yueyu Hu, Jiaying Liu |