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Exploring the Relationship between Architecture and Adversarially Robust Generalization


Sep 28, 2022
Shiyu Tang, Siyuan Liang, Ruihao Gong, Aishan Liu, Xianglong Liu, Dacheng Tao

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Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models


Sep 27, 2022
Xiuying Wei, Yunchen Zhang, Xiangguo Zhang, Ruihao Gong, Shanghang Zhang, Qi Zhang, Fengwei Yu, Xianglong Liu

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* Accepted by NeurIPS 2022 

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QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization


Mar 11, 2022
Xiuying Wei, Ruihao Gong, Yuhang Li, Xianglong Liu, Fengwei Yu

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MQBench: Towards Reproducible and Deployable Model Quantization Benchmark


Nov 05, 2021
Yuhang Li, Mingzhu Shen, Jian Ma, Yan Ren, Mingxin Zhao, Qi Zhang, Ruihao Gong, Fengwei Yu, Junjie Yan

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* Accepted by 35th Conference on Neural Information Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks 

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Distribution-sensitive Information Retention for Accurate Binary Neural Network


Sep 25, 2021
Haotong Qin, Xiangguo Zhang, Ruihao Gong, Yifu Ding, Yi Xu, XianglongLiu

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RobustART: Benchmarking Robustness on Architecture Design and Training Techniques


Sep 15, 2021
Shiyu Tang, Ruihao Gong, Yan Wang, Aishan Liu, Jiakai Wang, Xinyun Chen, Fengwei Yu, Xianglong Liu, Dawn Song, Alan Yuille, Philip H. S. Torr, Dacheng Tao

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Real World Robustness from Systematic Noise


Sep 02, 2021
Yan Wang, Yuhang Li, Ruihao Gong

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A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration


Jun 13, 2021
Yuhang Li, Shikuang Deng, Xin Dong, Ruihao Gong, Shi Gu

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Diversifying Sample Generation for Accurate Data-Free Quantization


Mar 04, 2021
Xiangguo Zhang, Haotong Qin, Yifu Ding, Ruihao Gong, Qinghua Yan, Renshuai Tao, Yuhang Li, Fengwei Yu, Xianglong Liu

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