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Attack as Defense: Characterizing Adversarial Examples using Robustness


Mar 13, 2021
Zhe Zhao, Guangke Chen, Jingyi Wang, Yiwei Yang, Fu Song, Jun Sun


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BDD4BNN: A BDD-based Quantitative Analysis Framework for Binarized Neural Networks


Mar 12, 2021
Yedi Zhang, Zhe Zhao, Guangke Chen, Fu Song, Taolue Chen


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Turbulence-Resilient Coherent Free-Space Optical Communications using Automatic Power-Efficient Pilot-Assisted Optoelectronic Beam Mixing of Many Modes


Jan 25, 2021
Runzhou Zhang, Nanzhe Hu, Huibin Zhou, Kaiheng Zou, Xinzhou Su, Yiyu Zhou, Haoqian Song, Kai Pang, Hao Song, Amir Minoofar, Zhe Zhao, Cong Liu, Karapet Manukyan, Ahmed Almaiman, Brittany Lynn, Robert W. Boyd, Moshe Tur, Alan E. Willner


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Measuring and Harnessing Transference in Multi-Task Learning


Oct 29, 2020
Christopher Fifty, Ehsan Amid, Zhe Zhao, Tianhe Yu, Rohan Anil, Chelsea Finn


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Small Towers Make Big Differences


Aug 13, 2020
Yuyan Wang, Zhe Zhao, Bo Dai, Christopher Fifty, Dong Lin, Lichan Hong, Ed H. Chi


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HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections


Jul 12, 2020
Yi Tay, Zhe Zhao, Dara Bahri, Donald Metzler, Da-Cheng Juan


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Learning-to-Rank with Partitioned Preference: Fast Estimation for the Plackett-Luce Model


Jun 09, 2020
Jiaqi Ma, Xinyang Yi, Weijing Tang, Zhe Zhao, Lichan Hong, Ed H. Chi, Qiaozhu Mei


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Synthesizer: Rethinking Self-Attention in Transformer Models


May 02, 2020
Yi Tay, Dara Bahri, Donald Metzler, Da-Cheng Juan, Zhe Zhao, Che Zheng


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FastBERT: a Self-distilling BERT with Adaptive Inference Time


Apr 29, 2020
Weijie Liu, Peng Zhou, Zhe Zhao, Zhiruo Wang, Haotang Deng, Qi Ju

* This manuscript has been accepted to appear at ACL 2020 

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Understanding and Improving Knowledge Distillation


Feb 10, 2020
Jiaxi Tang, Rakesh Shivanna, Zhe Zhao, Dong Lin, Anima Singh, Ed H. Chi, Sagar Jain


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Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems


Nov 03, 2019
Guangke Chen, Sen Chen, Lingling Fan, Xiaoning Du, Zhe Zhao, Fu Song, Yang Liu


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K-BERT: Enabling Language Representation with Knowledge Graph


Sep 17, 2019
Weijie Liu, Peng Zhou, Zhe Zhao, Zhiruo Wang, Qi Ju, Haotang Deng, Ping Wang

* 8 pages, 20190917 

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UER: An Open-Source Toolkit for Pre-training Models


Sep 12, 2019
Zhe Zhao, Hui Chen, Jinbin Zhang, Xin Zhao, Tao Liu, Wei Lu, Xi Chen, Haotang Deng, Qi Ju, Xiaoyong Du


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Things You May Not Know About Adversarial Example: A Black-box Adversarial Image Attack


May 21, 2019
Yuchao Duan, Zhe Zhao, Lei Bu, Fu Song


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Fairness in Recommendation Ranking through Pairwise Comparisons


Mar 02, 2019
Alex Beutel, Jilin Chen, Tulsee Doshi, Hai Qian, Li Wei, Yi Wu, Lukasz Heldt, Zhe Zhao, Lichan Hong, Ed H. Chi, Cristos Goodrow


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Analogical Reasoning on Chinese Morphological and Semantic Relations


May 12, 2018
Shen Li, Zhe Zhao, Renfen Hu, Wensi Li, Tao Liu, Xiaoyong Du

* Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 138--143, 2018 

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Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations


Jul 07, 2017
Alex Beutel, Jilin Chen, Zhe Zhao, Ed H. Chi

* Presented as a poster at the 2017 Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT/ML 2017) 

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Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie Reviews


Apr 23, 2016
Bofang Li, Tao Liu, Xiaoyong Du, Deyuan Zhang, Zhe Zhao


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