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AdaXpert: Adapting Neural Architecture for Growing Data


Jul 01, 2021
Shuaicheng Niu, Jiaxiang Wu, Guanghui Xu, Yifan Zhang, Yong Guo, Peilin Zhao, Peng Wang, Mingkui Tan

* accepted by ICML 2021 

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Energy-Based Learning for Cooperative Games, with Applications to Feature/Data/Model Valuations


Jun 05, 2021
Yatao Bian, Yu Rong, Tingyang Xu, Jiaxiang Wu, Andreas Krause, Junzhou Huang


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EBM-Fold: Fully-Differentiable Protein Folding Powered by Energy-based Models


May 31, 2021
Jiaxiang Wu, Shitong Luo, Tao Shen, Haidong Lan, Sheng Wang, Junzhou Huang

* 18 pages, 12 figures 

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tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modeling Structure Refinement


May 30, 2021
Liangzhen Zheng, Haidong Lan, Tao Shen, Jiaxiang Wu, Sheng Wang, Wei Liu, Junzhou Huang

* 28 pages, 9 figures 

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tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modelling Structure Refinement


May 22, 2021
Liangzhen Zheng, Haidong Lan, Tao Shen, Jiaxiang Wu, Sheng Wang, Wei Liu, Junzhou Huang

* 27 pages, 9 figures 

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Federated Face Recognition


May 06, 2021
Fan Bai, Jiaxiang Wu, Pengcheng Shen, Shaoxin Li, Shuigeng Zhou


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Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation


Mar 31, 2020
Peng Sun, Jiaxiang Wu, Songyuan Li, Peiwen Lin, Junzhou Huang, Xi Li

* submitted to IJCV 

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Disturbance-immune Weight Sharing for Neural Architecture Search


Mar 29, 2020
Shuaicheng Niu, Jiaxiang Wu, Yifan Zhang, Yong Guo, Peilin Zhao, Junzhou Huang, Mingkui Tan


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Few Shot Network Compression via Cross Distillation


Nov 21, 2019
Haoli Bai, Jiaxiang Wu, Irwin King, Michael Lyu

* AAAI 2020 

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An Efficient Approach to Informative Feature Extraction from Multimodal Data


Nov 22, 2018
Lichen Wang, Jiaxiang Wu, Shao-Lun Huang, Lizhong Zheng, Xiangxiang Xu, Lin Zhang, Junzhou Huang

* Accepted to AAAI 2019 

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Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization


Jun 21, 2018
Jiaxiang Wu, Weidong Huang, Junzhou Huang, Tong Zhang

* Accepted by ICML 2018 

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Quantized Convolutional Neural Networks for Mobile Devices


May 16, 2016
Jiaxiang Wu, Cong Leng, Yuhang Wang, Qinghao Hu, Jian Cheng

* Accepted by the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016 

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