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An Efficient End-to-End Transformer with Progressive Tri-modal Attention for Multi-modal Emotion Recognition


Sep 20, 2022
Yang Wu, Pai Peng, Zhenyu Zhang, Yanyan Zhao, Bing Qin


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Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration


Jul 14, 2022
Zhenyu Zhang, Bowen Yu, Haiyang Yu, Tingwen Liu, Cheng Fu, Jingyang Li, Chengguang Tang, Jian Sun, Yongbin Li

* Accepted to ACM Multimedia (MM) Industry Track 2022 

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Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness


Jun 15, 2022
Tianlong Chen, Huan Zhang, Zhenyu Zhang, Shiyu Chang, Sijia Liu, Pin-Yu Chen, Zhangyang Wang

* Accepted by ICML 2022 

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Data-Efficient Double-Win Lottery Tickets from Robust Pre-training


Jun 09, 2022
Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang

* Accepted by ICML 2022 

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Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free


May 24, 2022
Tianlong Chen, Zhenyu Zhang, Yihua Zhang, Shiyu Chang, Sijia Liu, Zhangyang Wang


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Multi-Modal Masked Pre-Training for Monocular Panoramic Depth Completion


Mar 23, 2022
Zhiqiang Yan, Xiang Li, Kun Wang, Zhenyu Zhang, Jun Li, Jian Yang

* 26 pages, 13 figures 

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The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy


Mar 12, 2022
Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang


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Sparsity Winning Twice: Better Robust Generalization from More Efficient Training


Feb 27, 2022
Tianlong Chen, Zhenyu Zhang, Pengjun Wang, Santosh Balachandra, Haoyu Ma, Zehao Wang, Zhangyang Wang


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You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership


Oct 30, 2021
Xuxi Chen, Tianlong Chen, Zhenyu Zhang, Zhangyang Wang


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