Huan Wang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 49

Top Topics

Structured Sparsity

Pruning Methods

Top Venues

Publications

Tianyu Guo, Wei Hu, Song Mei, Huan Wang, Caiming Xiong, Silvio Savarese, Yu Bai
How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations. ICLR (2024)
Yitian Zhang, Xu Ma, Yue Bai, Huan Wang, Yun Fu
Accessing Vision Foundation Models at ImageNet-level Costs. CoRR (2024)
Jiacheng Guo, Minshuo Chen, Huan Wang, Caiming Xiong, Mengdi Wang, Yu Bai
Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight. ICLR (2024)
Yitian Zhang, Yue Bai, Huan Wang, Yizhou Wang, Yun Fu
Don't Judge by the Look: Towards Motion Coherent Video Representation. ICLR (2024)
Liangwei Yang, Zhiwei Liu, Jianguo Zhang, Rithesh Murthy, Shelby Heinecke, Huan Wang, Caiming Xiong, Philip S. Yu
Personalized Multi-task Training for Recommender System. CoRR (2024)
Xu Ma, Yuqian Zhou, Huan Wang, Can Qin, Bin Sun, Chang Liu, Yun Fu
Image as Set of Points. ICLR (2023)
Jiamian Wang, Huan Wang, Yulun Zhang, Yun Fu, Zhiqiang Tao
Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution. ICCV (2023)
Huan Wang, Yulun Zhang, Can Qin, Luc Van Gool, Yun Fu
Global Aligned Structured Sparsity Learning for Efficient Image Super-Resolution. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Yizhou Wang, Yue Kang, Can Qin, Huan Wang, Yi Xu, Yulun Zhang, Yun Fu
Momentum is All You Need for Data-Driven Adaptive Optimization. ICDM (2023)
Xu Ma, Yuqian Zhou, Huan Wang, Can Qin, Bin Sun, Chang Liu, Yun Fu
Image as Set of Points. CoRR (2023)
Yitian Zhang, Yue Bai, Chang Liu, Huan Wang, Sheng Li, Yun Fu
Frame Flexible Network. CVPR (2023)
Can Qin, Lichen Wang, Qianqian Ma, Yu Yin, Huan Wang, Yun Fu
Semi-Supervised Domain Adaptive Structure Learning. IEEE Trans. Image Process. 31 (2022)
Yitian Zhang, Yue Bai, Huan Wang, Yi Xu, Yun Fu
Look More but Care Less in Video Recognition. NeurIPS (2022)
Yue Bai, Huan Wang, Zhiqiang Tao, Kunpeng Li, Yun Fu
Dual Lottery Ticket Hypothesis. CoRR (2022)
Huan Wang, Jian Ren, Zeng Huang, Kyle Olszewski, Menglei Chai, Yun Fu, Sergey Tulyakov
R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis. CoRR (2022)
Yue Bai, Huan Wang, Xu Ma, Yitian Zhang, Zhiqiang Tao, Yun Fu
Parameter-Efficient Masking Networks. CoRR (2022)
Yue Bai, Huan Wang, Xu Ma, Yitian Zhang, Zhiqiang Tao, Yun Fu
Parameter-Efficient Masking Networks. NeurIPS (2022)
Huan Wang, Can Qin, Yue Bai, Yulun Zhang, Yun Fu
Recent Advances on Neural Network Pruning at Initialization. IJCAI (2022)
Junli Cao, Huan Wang, Pavlo Chemerys, Vladislav Shakhrai, Ju Hu, Yun Fu, Denys Makoviichuk, Sergey Tulyakov, Jian Ren
Real-Time Neural Light Field on Mobile Devices. CoRR (2022)
Yitian Zhang, Yue Bai, Huan Wang, Yi Xu, Yun Fu
Look More but Care Less in Video Recognition. CoRR (2022)
Yue Bai, Huan Wang, Zhiqiang Tao, Kunpeng Li, Yun Fu
Dual Lottery Ticket Hypothesis. ICLR (2022)
Yulun Zhang, Huan Wang, Can Qin, Yun Fu
Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning. ICLR (2022)
Huan Wang, Jian Ren, Zeng Huang, Kyle Olszewski, Menglei Chai, Yun Fu, Sergey Tulyakov
R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis. ECCV (31) (2022)
Yulun Zhang, Huan Wang, Can Qin, Yun Fu
Aligned Structured Sparsity Learning for Efficient Image Super-Resolution. NeurIPS (2021)
Can Qin, Lichen Wang, Qianqian Ma, Yu Yin, Huan Wang, Yun Fu
Semi-supervised Domain Adaptive Structure Learning. CoRR (2021)
Huan Wang, Can Qin, Yulun Zhang, Yun Fu
Neural Pruning via Growing Regularization. ICLR (2021)
Huan Wang, Can Qin, Yulun Zhang, Yun Fu
Emerging Paradigms of Neural Network Pruning. CoRR (2021)
Can Qin, Lichen Wang, Qianqian Ma, Yu Yin, Huan Wang, Yun Fu
Contradictory Structure Learning for Semi-supervised Domain Adaptation. SDM (2021)
Can Qin, Handong Zhao, Lichen Wang, Huan Wang, Yulun Zhang, Yun Fu
Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation. NeurIPS (2021)
Yulun Zhang, Donglai Wei, Can Qin, Huan Wang, Hanspeter Pfister, Yun Fu
Context Reasoning Attention Network for Image Super-Resolution. ICCV (2021)
Yizhou Wang, Yue Kang, Can Qin, Yi Xu, Huan Wang, Yulun Zhang, Yun Fu
Adapting Stepsizes by Momentumized Gradients Improves Optimization and Generalization. CoRR (2021)
Huan Wang, Can Qin, Yue Bai, Yun Fu
Dynamical Isometry: The Missing Ingredient for Neural Network Pruning. CoRR (2021)
Huan Wang, Suhas Lohit, Michael Jones, Yun Fu
Knowledge Distillation Thrives on Data Augmentation. CoRR (2020)
Huan Wang, Suhas Lohit, Michael Jones, Yun Fu
Multi-head Knowledge Distillation for Model Compression. CoRR (2020)
Yushu Feng, Huan Wang, Haoji Roland Hu, Lu Yu, Wei Wang, Shiyan Wang
Triplet Distillation For Deep Face Recognition. ICIP (2020)
Can Qin, Lichen Wang, Qianqian Ma, Yu Yin, Huan Wang, Yun Fu
Opposite Structure Learning for Semi-supervised Domain Adaptation. CoRR (2020)
Huan Wang, Yijun Li, Yuehai Wang, Haoji Hu, Ming-Hsuan Yang
Collaborative Distillation for Ultra-Resolution Universal Style Transfer. CVPR (2020)
Huan Wang, Xinyi Hu, Qiming Zhang, Yuehai Wang, Lu Yu, Haoji Hu
Structured Pruning for Efficient Convolutional Neural Networks via Incremental Regularization. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Huan Wang, Can Qin, Yulun Zhang, Yun Fu
Neural Pruning via Growing Regularization. CoRR (2020)
Huan Wang, Yijun Li, Yuehai Wang, Haoji Hu, Ming-Hsuan Yang
Collaborative Distillation for Ultra-Resolution Universal Style Transfer. CoRR (2020)
Yushu Feng, Huan Wang, Daniel T. Yi, Roland Hu
Triplet Distillation for Deep Face Recognition. CoRR (2019)
Huan Wang, Qiming Zhang, Yuehai Wang, Lu Yu, Haoji Hu
Structured Pruning for Efficient ConvNets via Incremental Regularization. IJCNN (2019)
Yuxin Zhang, Huan Wang, Yang Luo, Lu Yu, Haoji Hu, Hangguan Shan, Tony Q. S. Quek
Three-Dimensional Convolutional Neural Network Pruning with Regularization-Based Method. ICIP (2019)
Huan Wang, Qiming Zhang, Yuehai Wang, Roland Hu
Structured Deep Neural Network Pruning by Varying Regularization Parameters. CoRR (2018)
Yuxin Zhang, Huan Wang, Yang Luo, Roland Hu
Three Dimensional Convolutional Neural Network Pruning with Regularization-Based Method. CoRR (2018)
Feifei Tong, Zhaoyang Zhang, Huan Wang, Yuehai Wang
Concise Convolutional Neural Network for Crowd Counting. ICAIT (2018)
Huan Wang, Qiming Zhang, Yuehai Wang, Haoji Hu
Structured Pruning for Efficient ConvNets via Incremental Regularization. CoRR (2018)
Huan Wang, Qiming Zhang, Yuehai Wang, Haoji Hu
Structured Probabilistic Pruning for Convolutional Neural Network Acceleration. BMVC (2018)
Huan Wang, Qiming Zhang, Yuehai Wang, Roland Hu
Structured Probabilistic Pruning for Deep Convolutional Neural Network Acceleration. CoRR (2017)