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Aston Zhang

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Automatic Chain of Thought Prompting in Large Language Models

Oct 07, 2022
Zhuosheng Zhang, Aston Zhang, Mu Li, Alex Smola

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Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition

Jul 04, 2022
Haotao Wang, Aston Zhang, Yi Zhu, Shuai Zheng, Mu Li, Alex Smola, Zhangyang Wang

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Removing Batch Normalization Boosts Adversarial Training

Jul 04, 2022
Haotao Wang, Aston Zhang, Shuai Zheng, Xingjian Shi, Mu Li, Zhangyang Wang

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MixGen: A New Multi-Modal Data Augmentation

Jun 16, 2022
Xiaoshuai Hao, Yi Zhu, Srikar Appalaraju, Aston Zhang, Wanqian Zhang, Bo Li, Mu Li

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Lightweight Convolutional Neural Networks By Hypercomplex Parameterization

Oct 08, 2021
Eleonora Grassucci, Aston Zhang, Danilo Comminiello

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Dive into Deep Learning

Jun 21, 2021
Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola

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Controllable and Diverse Text Generation in E-commerce

Feb 23, 2021
Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji, Tarek Abdelzaher

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Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters

Feb 17, 2021
Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu

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A Unified Lottery Ticket Hypothesis for Graph Neural Networks

Feb 12, 2021
Tianlong Chen, Yongduo Sui, Xuxi Chen, Aston Zhang, Zhangyang Wang

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Learning User Representations with Hypercuboids for Recommender Systems

Nov 11, 2020
Shuai Zhang, Huoyu Liu, Aston Zhang, Yue Hu, Ce Zhang, Yumeng Li, Tanchao Zhu, Shaojian He, Wenwu Ou

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