Huang, Haofeng

11 publications

NeurIPS 2025 Faster Video Diffusion with Trainable Sparse Attention Peiyuan Zhang, Yongqi Chen, Haofeng Huang, Will Lin, Zhengzhong Liu, Ion Stoica, Eric P. Xing, Hao Zhang

ICLRW 2025 MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression Tianyu Fu, Haofeng Huang, Xuefei Ning, Genghan Zhang, Boju Chen, Tianqi Wu, Hongyi Wang, Zixiao Huang, Shiyao Li, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang

ICLRW 2025 SageAttention2: Efficient Attention with Smoothing Q and Per-Thread Quantization Jintao Zhang, Haofeng Huang, Pengle Zhang, Jia Wei, Jun Zhu, Jianfei Chen

ICML 2025 SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-Thread INT4 Quantization Jintao Zhang, Haofeng Huang, Pengle Zhang, Jia Wei, Jun Zhu, Jianfei Chen

NeurIPS 2025 SageAttention3: Microscaling FP4 Attention for Inference and an Exploration of 8-Bit Training Jintao Zhang, Jia Wei, Haoxu Wang, Pengle Zhang, Xiaoming Xu, Haofeng Huang, Kai Jiang, Jianfei Chen, Jun Zhu

ICML 2025 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

ICLRW 2025 SpargeAttn: Training-Free Sparse Attention Accelerating Any Model Inference Jintao Zhang, Chendong Xiang, Haofeng Huang, Jia Wei, Haocheng Xi, Jun Zhu, Jianfei Chen

ICLR 2025 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

ICML 2025 XAttention: Block Sparse Attention with Antidiagonal Scoring Ruyi Xu, Guangxuan Xiao, Haofeng Huang, Junxian Guo, Song Han

ECCV 2024 FreeMotion: MoCap-Free Human Motion Synthesis with Multimodal Large Language Models Zhikai Zhang, Yitang Li, Haofeng Huang, Mingxian Lin, Li Yi

AAAI 2024 Seeing Dark Videos via Self-Learned Bottleneck Neural Representation Haofeng Huang, Wenhan Yang, Lingyu Duan, Jiaying Liu