Haofeng Huang

37 papers A* 6B 1C 1Journal 26Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Unified View of Attention and Residual Sinks: Outlier-Driven Rescaling is Essential for Transformer Training.
CoRR
Zihan Qiu, Zeyu Huang, Kaiyue Wen, Peng Jin, Bo Zheng, Yuxin Zhou, Haofeng Huang, Zekun Wang, Xiao Li, Huaqing Zhang, Yang Xu, Haoran Lian, Siqi Zhang, Rui Men, Jianwei Zhang, Ivan Titov, Dayiheng Liu, Jingren Zhou, Junyang Lin
2026 J jnl
QuadPrior++: Multi-Dimension Augmented Physical Prior for Zero-Reference Illumination Enhancement.
IEEE Trans. Pattern Anal. Mach. Intell.
Haofeng Huang, Yifan Li, Wenjing Wang, Wenhan Yang, Ling-Yu Duan, Jiaying Liu
2026 J jnl
SiameseNorm: Breaking the Barrier to Reconciling Pre/Post-Norm.
CoRR
Tianyu Li, Dongchen Han, Zixuan Cao, Haofeng Huang, Mengyu Zhou, Ming Chen, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang, Gao Huang
2025 J jnl
Facial Image Compression via Neural Image Manifold Compression.
IEEE Trans. Circuits Syst. Video Technol.
Wenhan Yang, Haofeng Huang, Jiaying Liu, Alex C. Kot
2025 J jnl
FlashDecoding++Next: High Throughput LLM Inference With Latency and Memory Optimization.
IEEE Trans. Computers
Guohao Dai, Ke Hong, Qiuli Mao, Xiuhong Li, Jiaming Xu, Haofeng Huang, Hongtu Xia, Xuefei Ning, Shengen Yan, Yun Liang, Yu Wang
2025 J jnl
MVCL-DAF++: Enhancing Multimodal Intent Recognition via Prototype-Aware Contrastive Alignment and Coarse-to-Fine Dynamic Attention Fusion.
CoRR
Haofeng Huang, Yifei Han, Long Zhang, Bin Li, Yangfan He
2025 J jnl
Q-BERT4Rec: Quantized Semantic-ID Representation Learning for Multimodal Recommendation.
CoRR
Haofeng Huang, Ling Gai
2025 J jnl
SageAttention2++: A More Efficient Implementation of SageAttention2.
CoRR
Jintao Zhang, Xiaoming Xu, Jia Wei, Haofeng Huang, Pengle Zhang, Chendong Xiang, Jun Zhu, Jianfei Chen
2025 A* conf
SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization.
ICML
Jintao Zhang, Haofeng Huang, Pengle Zhang, Jia Wei, Jun Zhu, Jianfei Chen
2025 J jnl
SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training.
CoRR
Jintao Zhang, Jia Wei, Pengle Zhang, Xiaoming Xu, Haofeng Huang, Haoxu Wang, Kai Jiang, Jun Zhu, Jianfei Chen
2025 A* conf
SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference.
ICML
Jintao Zhang, Chendong Xiang, Haofeng Huang, Jia Wei, Haocheng Xi, Jun Zhu, Jianfei Chen
2025 J jnl
SpargeAttn: Accurate Sparse Attention Accelerating Any Model Inference.
CoRR
Jintao Zhang, Chendong Xiang, Haofeng Huang, Jia Wei, Haocheng Xi, Jun Zhu, Jianfei Chen
2025 J jnl
VSA: Faster Video Diffusion with Trainable Sparse Attention.
CoRR
Peiyuan Zhang, Haofeng Huang, Yongqi Chen, Will Lin, Zhengzhong Liu, Ion Stoica, Eric Xing, Hao Zhang
2025 A* conf
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation.
ICLR
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 A* conf
XAttention: Block Sparse Attention with Antidiagonal Scoring.
ICML
Ruyi Xu, Guangxuan Xiao, Haofeng Huang, Junxian Guo, Song Han
2025 J jnl
XAttention: Block Sparse Attention with Antidiagonal Scoring.
CoRR
Ruyi Xu, Guangxuan Xiao, Haofeng Huang, Junxian Guo, Song Han
2024 J jnl
Cross-border e-commerce logistics distribution optimisation based on IoT artificial intelligence algorithm.
Int. J. Data Min. Bioinform.
Haofeng Huang
2024 — conf
FreeMotion: MoCap-Free Human Motion Synthesis with Multimodal Large Language Models.
ECCV (23)
Zhikai Zhang, Yitang Li, Haofeng Huang, Mingxian Lin, Li Yi
2024 J jnl
FreeMotion: MoCap-Free Human Motion Synthesis with Multimodal Large Language Models.
CoRR
Zhikai Zhang, Yitang Li, Haofeng Huang, Mingxian Lin, Li Yi
2024 J jnl
Journey into SPH Simulation: A Comprehensive Framework and Showcase.
CoRR
Haofeng Huang, Li Yi
2024 J jnl
MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression.
CoRR
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
2024 J jnl
SageAttention2 Technical Report: Accurate 4 Bit Attention for Plug-and-play Inference Acceleration.
CoRR
Jintao Zhang, Haofeng Huang, Pengle Zhang, Jia Wei, Jun Zhu, Jianfei Chen
2024 A* conf
Seeing Dark Videos via Self-Learned Bottleneck Neural Representation.
AAAI
Haofeng Huang, Wenhan Yang, Lingyu Duan, Jiaying Liu
2024 J jnl
Video Coding for Machines: Compact Visual Representation Compression for Intelligent Collaborative Analytics.
IEEE Trans. Pattern Anal. Mach. Intell.
Wenhan Yang, Haofeng Huang, Yueyu Hu, Ling-Yu Duan, Jiaying Liu
2023 B conf
Flash Compensated Low-Light Enhancement Via Hierarchical Network Prediction.
ICIP
Haowei Kuang, Haofeng Huang, Wenhan Yang, Jiaying Liu
2022 C conf
Collaborative Scalable Visual Compression for Human-Centered Videos.
ISCAS
Haofeng Huang, Wenhan Yang, Wei Xiang, Jiaying Liu, Ling-Yu Duan
2022 A* conf
Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation.
ACM Multimedia
Wenjing Wang, Zhengbo Xu, Haofeng Huang, Jiaying Liu
2022 J jnl
Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation.
CoRR
Wenjing Wang, Zhengbo Xu, Haofeng Huang, Jiaying Liu
2022 J jnl
Towards Low Light Enhancement With RAW Images.
IEEE Trans. Image Process.
Haofeng Huang, Wenhan Yang, Yueyu Hu, Jiaying Liu, Ling-Yu Duan
2021 J jnl
Benchmarking Low-Light Image Enhancement and Beyond.
Int. J. Comput. Vis.
Jiaying Liu, Dejia Xu, Wenhan Yang, Minhao Fan, Haofeng Huang
2021 J jnl
Revisit Visual Representation in Analytics Taxonomy: A Compression Perspective.
CoRR
Yueyu Hu, Wenhan Yang, Haofeng Huang, Jiaying Liu
2021 J jnl
Sparse Gradient Regularized Deep Retinex Network for Robust Low-Light Image Enhancement.
IEEE Trans. Image Process.
Wenhan Yang, Wenjing Wang, Haofeng Huang, Shiqi Wang, Jiaying Liu
2021 J jnl
Towards Low Light Enhancement with RAW Images.
CoRR
Haofeng Huang, Wenhan Yang, Yueyu Hu, Jiaying Liu, Ling-Yu Duan
2021 J jnl
Video Coding for Machine: Compact Visual Representation Compression for Intelligent Collaborative Analytics.
CoRR
Wenhan Yang, Haofeng Huang, Yueyu Hu, Ling-Yu Duan, Jiaying Liu
2020 — conf
Raw-Guided Enhancing Reprocess of Low-Light Image via Deep Exposure Adjustment.
ACCV (2)
Haofeng Huang, Wenhan Yang, Yueyu Hu, Jiaying Liu
2019 — conf
Implied Volatility Pricing with Selective Learning.
IDMB
Henry Han, Haofeng Huang, Jiayin Hu, Fangjun Kuang
2015 J jnl
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
Haofeng Huang, Nanfeng Xiao