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2020 – today
- 2025
[j8]Guohao Dai
, Ke Hong, Qiuli Mao, Xiuhong Li, Jiaming Xu, Haofeng Huang, Hongtu Xia, Xuefei Ning, Shengen Yan, Yun Liang, Yu Wang:
FlashDecoding++Next: High Throughput LLM Inference With Latency and Memory Optimization. IEEE Trans. Computers 74(10): 3263-3276 (2025)- [j7]Wenhan Yang, Haofeng Huang, Jiaying Liu, Alex C. Kot:
Facial Image Compression via Neural Image Manifold Compression. IEEE Trans. Circuits Syst. Video Technol. 35(4): 3812-3824 (2025) - [c11]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:
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation. ICLR 2025 - [c10]Ruyi Xu, Guangxuan Xiao, Haofeng Huang, Junxian Guo, Song Han:
XAttention: Block Sparse Attention with Antidiagonal Scoring. ICML 2025 - [c9]Jintao Zhang, Haofeng Huang, Pengle Zhang, Jia Wei, Jun Zhu, Jianfei Chen:
SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization. ICML 2025 - [c8]Jintao Zhang, Chendong Xiang, Haofeng Huang, Jia Wei, Haocheng Xi, Jun Zhu, Jianfei Chen:
SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference. ICML 2025 - [i14]Jintao Zhang, Chendong Xiang, Haofeng Huang, Jia Wei, Haocheng Xi, Jun Zhu, Jianfei Chen:
SpargeAttn: Accurate Sparse Attention Accelerating Any Model Inference. CoRR abs/2502.18137 (2025) - [i13]Ruyi Xu, Guangxuan Xiao, Haofeng Huang, Junxian Guo, Song Han:
XAttention: Block Sparse Attention with Antidiagonal Scoring. CoRR abs/2503.16428 (2025) - [i12]Jintao Zhang, Jia Wei, Pengle Zhang, Xiaoming Xu, Haofeng Huang, Haoxu Wang, Kai Jiang, Jun Zhu, Jianfei Chen:
SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training. CoRR abs/2505.11594 (2025) - [i11]Peiyuan Zhang, Haofeng Huang, Yongqi Chen, Will Lin, Zhengzhong Liu, Ion Stoica, Eric Xing, Hao Zhang:
VSA: Faster Video Diffusion with Trainable Sparse Attention. CoRR abs/2505.13389 (2025) - [i10]Jintao Zhang, Xiaoming Xu, Jia Wei, Haofeng Huang, Pengle Zhang, Chendong Xiang, Jun Zhu, Jianfei Chen:
SageAttention2++: A More Efficient Implementation of SageAttention2. CoRR abs/2505.21136 (2025) - [i9]Haofeng Huang, Yifei Han, Long Zhang, Bin Li, Yangfan He:
MVCL-DAF++: Enhancing Multimodal Intent Recognition via Prototype-Aware Contrastive Alignment and Coarse-to-Fine Dynamic Attention Fusion. CoRR abs/2509.17446 (2025) - 2024
- [j6]Haofeng Huang:
Cross-border e-commerce logistics distribution optimisation based on IoT artificial intelligence algorithm. Int. J. Data Min. Bioinform. 28(2): 109-126 (2024) - [j5]Wenhan Yang, Haofeng Huang, Yueyu Hu, Ling-Yu Duan, Jiaying Liu:
Video Coding for Machines: Compact Visual Representation Compression for Intelligent Collaborative Analytics. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 5174-5191 (2024) - [c7]Haofeng Huang, Wenhan Yang, Lingyu Duan, Jiaying Liu:
Seeing Dark Videos via Self-Learned Bottleneck Neural Representation. AAAI 2024: 2321-2329 - [c6]Zhikai Zhang, Yitang Li, Haofeng Huang, Mingxian Lin, Li Yi:
FreeMotion: MoCap-Free Human Motion Synthesis with Multimodal Large Language Models. ECCV (23) 2024: 403-421 - [i8]Haofeng Huang, Li Yi:
Journey into SPH Simulation: A Comprehensive Framework and Showcase. CoRR abs/2403.11156 (2024) - [i7]Zhikai Zhang, Yitang Li, Haofeng Huang, Mingxian Lin, Li Yi:
FreeMotion: MoCap-Free Human Motion Synthesis with Multimodal Large Language Models. CoRR abs/2406.10740 (2024) - [i6]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:
MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression. CoRR abs/2406.14909 (2024) - [i5]Jintao Zhang, Haofeng Huang, Pengle Zhang, Jia Wei, Jun Zhu, Jianfei Chen:
SageAttention2 Technical Report: Accurate 4 Bit Attention for Plug-and-play Inference Acceleration. CoRR abs/2411.10958 (2024) - 2023
- [c5]Haowei Kuang, Haofeng Huang, Wenhan Yang, Jiaying Liu:
Flash Compensated Low-Light Enhancement Via Hierarchical Network Prediction. ICIP 2023: 3115-3119 - 2022
- [j4]Haofeng Huang, Wenhan Yang, Yueyu Hu, Jiaying Liu, Ling-Yu Duan:
Towards Low Light Enhancement With RAW Images. IEEE Trans. Image Process. 31: 1391-1405 (2022) - [c4]Haofeng Huang, Wenhan Yang, Wei Xiang, Jiaying Liu, Ling-Yu Duan:
Collaborative Scalable Visual Compression for Human-Centered Videos. ISCAS 2022: 2988-2992 - [c3]Wenjing Wang, Zhengbo Xu, Haofeng Huang, Jiaying Liu:
Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation. ACM Multimedia 2022: 2617-2626 - [i4]Wenjing Wang, Zhengbo Xu, Haofeng Huang, Jiaying Liu:
Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation. CoRR abs/2210.03792 (2022) - 2021
- [j3]Jiaying Liu, Dejia Xu, Wenhan Yang, Minhao Fan, Haofeng Huang:
Benchmarking Low-Light Image Enhancement and Beyond. Int. J. Comput. Vis. 129(4): 1153-1184 (2021) - [j2]Wenhan Yang, Wenjing Wang, Haofeng Huang, Shiqi Wang, Jiaying Liu:
Sparse Gradient Regularized Deep Retinex Network for Robust Low-Light Image Enhancement. IEEE Trans. Image Process. 30: 2072-2086 (2021) - [i3]Yueyu Hu, Wenhan Yang, Haofeng Huang, Jiaying Liu:
Revisit Visual Representation in Analytics Taxonomy: A Compression Perspective. CoRR abs/2106.08512 (2021) - [i2]Wenhan Yang, Haofeng Huang, Yueyu Hu, Ling-Yu Duan, Jiaying Liu:
Video Coding for Machine: Compact Visual Representation Compression for Intelligent Collaborative Analytics. CoRR abs/2110.09241 (2021) - [i1]Haofeng Huang, Wenhan Yang, Yueyu Hu, Jiaying Liu, Ling-Yu Duan:
Towards Low Light Enhancement with RAW Images. CoRR abs/2112.14022 (2021) - 2020
- [c2]Haofeng Huang, Wenhan Yang, Yueyu Hu, Jiaying Liu:
Raw-Guided Enhancing Reprocess of Low-Light Image via Deep Exposure Adjustment. ACCV (2) 2020: 118-133
2010 – 2019
- 2019
- [c1]Henry Han, Haofeng Huang, Jiayin Hu, Fangjun Kuang:
Implied Volatility Pricing with Selective Learning. IDMB 2019: 18-34 - 2015
- [j1]Haofeng Huang, Nanfeng Xiao:
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). 计算机科学 42(Z6): 151-153 (2015)
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