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Xin Meng
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Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training


Nov 19, 2022
Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang

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* AAAI 2023 
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HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers


Nov 15, 2022
Peiyan Dong, Mengshu Sun, Alec Lu, Yanyue Xie, Kenneth Liu, Zhenglun Kong, Xin Meng, Zhengang Li, Xue Lin, Zhenman Fang, Yanzhi Wang

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* HPCA 2023 
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The Lottery Ticket Hypothesis for Vision Transformers


Nov 02, 2022
Xuan Shen, Zhenglun Kong, Minghai Qin, Peiyan Dong, Geng Yuan, Xin Meng, Hao Tang, Xiaolong Ma, Yanzhi Wang

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Transporters with Visual Foresight for Solving Unseen Rearrangement Tasks


Feb 22, 2022
Hongtao Wu, Jikai Ye, Xin Meng, Chris Paxton, Gregory Chirikjian

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* 12 pages, 6 figures. Video demos and more details can be found on \url{https://chirikjianlab.github.io/tvf/} 
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SPViT: Enabling Faster Vision Transformers via Soft Token Pruning


Dec 27, 2021
Zhenglun Kong, Peiyan Dong, Xiaolong Ma, Xin Meng, Wei Niu, Mengshu Sun, Bin Ren, Minghai Qin, Hao Tang, Yanzhi Wang

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* 8 pages 
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Put the Bear on the Chair! Intelligent Robot Interaction with Previously Unseen Objects via Robot Imagination


Aug 12, 2021
Hongtao Wu, Xin Meng, Sipu Ruan, Gregory Chirikjian

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* 8 pages, 8 figures. More details can be found in https://chirikjianlab.github.io/putbearonchair/ 
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Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning


Jan 14, 2019
Yi Zhen, Hang Chen, Xu Zhang, Meng Liu, Xin Meng, Jian Zhang, Jiantao Pu

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* 4 figure 
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