基于组稀疏表示的医学图像超分辨率重建 (Super-resolution Reconstruction of Medical Images Based on Group Sparse Representation). - Haofeng Huang; Nanfeng Xiao (计算机科学, 2015)

Implied Volatility Pricing with Selective Learning. - Henry Han; Haofeng Huang; Jiayin Hu; Fangjun Kuang (IDMB, 2019)

Raw-Guided Enhancing Reprocess of Low-Light Image via Deep Exposure Adjustment. - Haofeng Huang; Wenhan Yang; Yueyu Hu; Jiaying Liu 001 (ACCV (2), 2020)

Revisit Visual Representation in Analytics Taxonomy: A Compression Perspective. - Yueyu Hu; Wenhan Yang; Haofeng Huang; Jiaying Liu 001 (CoRR, 2021)

Video Coding for Machine: Compact Visual Representation Compression for Intelligent Collaborative Analytics. - Wenhan Yang; Haofeng Huang; Yueyu Hu; Ling-Yu Duan; Jiaying Liu 001 (CoRR, 2021)

Benchmarking Low-Light Image Enhancement and Beyond. - Jiaying Liu 001; Dejia Xu; Wenhan Yang; Minhao Fan; Haofeng Huang (Int. J. Comput. Vis., 2021)

Sparse Gradient Regularized Deep Retinex Network for Robust Low-Light Image Enhancement. - Wenhan Yang; Wenjing Wang 001; Haofeng Huang; Shiqi Wang 001; Jiaying Liu 001 (IEEE Trans. Image Process., 2021)

Collaborative Scalable Visual Compression for Human-Centered Videos. - Haofeng Huang; Wenhan Yang; Wei Xiang; Jiaying Liu 001; Ling-Yu Duan (ISCAS, 2022)

Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation. - Wenjing Wang 001; Zhengbo Xu; Haofeng Huang; Jiaying Liu 001 (ACM Multimedia, 2022)

Towards Low Light Enhancement With RAW Images. - Haofeng Huang; Wenhan Yang; Yueyu Hu; Jiaying Liu 001; Ling-Yu Duan (IEEE Trans. Image Process., 2022)

Flash Compensated Low-Light Enhancement Via Hierarchical Network Prediction. - Haowei Kuang; Haofeng Huang; Wenhan Yang; Jiaying Liu 001 (ICIP, 2023)

Seeing Dark Videos via Self-Learned Bottleneck Neural Representation. - Haofeng Huang; Wenhan Yang; Lingyu Duan; Jiaying Liu 001 (AAAI, 2024)

FreeMotion: MoCap-Free Human Motion Synthesis with Multimodal Large Language Models. - Zhikai Zhang; Yitang Li; Haofeng Huang; Mingxian Lin; Li Yi (ECCV (23), 2024)

Journey into SPH Simulation: A Comprehensive Framework and Showcase. - Haofeng Huang; Li Yi (CoRR, 2024)

MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression. - Tianyu Fu 004; Haofeng Huang; Xuefei Ning; Genghan Zhang; Boju Chen; Tianqi Wu; Hongyi Wang; Zixiao Huang; Shiyao Li; Shengen Yan; Guohao Dai; Huazhong Yang; et al. (CoRR, 2024)

SageAttention2 Technical Report: Accurate 4 Bit Attention for Plug-and-play Inference Acceleration. - Jintao Zhang; Haofeng Huang; Pengle Zhang; Jia Wei; Jun Zhu; Jianfei Chen (CoRR, 2024)

Cross-border e-commerce logistics distribution optimisation based on IoT artificial intelligence algorithm. - Haofeng Huang (Int. J. Data Min. Bioinform., 2024)

Video Coding for Machines: Compact Visual Representation Compression for Intelligent Collaborative Analytics. - Wenhan Yang; Haofeng Huang; Yueyu Hu; Ling-Yu Duan; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

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 001; Guohao Dai; Shengen Yan; Huazhong Yang; Xuefei Ning; et al. (ICLR, 2025)

SpargeAttn: Accurate Sparse Attention Accelerating Any Model Inference. - Jintao Zhang; Chendong Xiang; Haofeng Huang; Jia Wei; Haocheng Xi; Jun Zhu; Jianfei Chen (CoRR, 2025)

XAttention: Block Sparse Attention with Antidiagonal Scoring. - Ruyi Xu; Guangxuan Xiao; Haofeng Huang; Junxian Guo; Song Han (CoRR, 2025)

Facial Image Compression via Neural Image Manifold Compression. - Wenhan Yang; Haofeng Huang; Jiaying Liu 001; Alex C. Kot (IEEE Trans. Circuits Syst. Video Technol., 2025)

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

VSA: Faster Video Diffusion with Trainable Sparse Attention. - Peiyuan Zhang; Haofeng Huang; Yongqi Chen; Will Lin; Zhengzhong Liu 001; Ion Stoica; Eric Xing; Hao Zhang 025 (CoRR, 2025)

SageAttention2++: A More Efficient Implementation of SageAttention2. - Jintao Zhang; Xiaoming Xu; Jia Wei; Haofeng Huang; Pengle Zhang; Chendong Xiang; Jun Zhu 001; Jianfei Chen 001 (CoRR, 2025)