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Subspace Nonnegative Matrix Factorization for Feature Representation


Apr 18, 2022
Junhang Li, Jiao Wei, Can Tong, Tingting Shen, Yuchen Liu, Chen Li, Shouliang Qi, Yudong Yao, Yueyang Teng


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Multi-modal Emotion Estimation for in-the-wild Videos


Mar 31, 2022
Liyu Meng, Yuchen Liu, Xiaolong Liu, Zhaopei Huang, Yuan Cheng, Meng Wang, Chuanhe Liu, Qin Jin


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A Deep Reinforcement Learning Environment for Particle Robot Navigation and Object Manipulation


Mar 12, 2022
Jeremy Shen, Erdong Xiao, Yuchen Liu, Chen Feng

* 8 pages, 6 figures; conference paper at ICRA 2022; our code and video is available at https://ai4ce.github.io/DeepParticleRobot/ 

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Evolving Transferable Pruning Functions


Oct 21, 2021
Yuchen Liu, S. Y. Kung, David Wentzlaff


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Class-Discriminative CNN Compression


Oct 21, 2021
Yuchen Liu, David Wentzlaff, S. Y. Kung


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Mobile 3D Printing Robot Simulation with Viscoelastic Fluids


Oct 08, 2021
Uljad Berdica, Yuewei Fu, Yuchen Liu, Emmanouil Angelidis, Chen Feng

* IROS 2021 Conference in the Simulation Category, 7 pages total, 2 are references 

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MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation


Jul 14, 2021
Jingwen Hu, Yuchen Liu, Jinming Zhao, Qin Jin


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Content-Aware GAN Compression


Apr 06, 2021
Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Federico Perazzi, S. Y. Kung

* Published in CVPR2021 

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Bridging the Modality Gap for Speech-to-Text Translation


Oct 28, 2020
Yuchen Liu, Junnan Zhu, Jiajun Zhang, Chengqing Zong


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The Autonomous Racing Software Stack of the KIT19d


Oct 06, 2020
Sherif Nekkah, Josua Janus, Mario Boxheimer, Lars Ohnemus, Stefan Hirsch, Benjamin Schmidt, Yuchen Liu, David Borbély, Florian Keck, Katharina Bachmann, Lukasz Bleszynski

* 11 pages, 10 figures, 1 table 

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Rethinking Class-Discrimination Based CNN Channel Pruning


Apr 29, 2020
Yuchen Liu, David Wentzlaff, S. Y. Kung


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Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding


Dec 16, 2019
Yuchen Liu, Jiajun Zhang, Hao Xiong, Long Zhou, Zhongjun He, Hua Wu, Haifeng Wang, Chengqing Zong

* Accepted by AAAI 2020 

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End-to-End Speech Translation with Knowledge Distillation


Apr 17, 2019
Yuchen Liu, Hao Xiong, Zhongjun He, Jiajun Zhang, Hua Wu, Haifeng Wang, Chengqing Zong

* Submitted to Interspeech 2019 

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Language-Independent Representor for Neural Machine Translation


Nov 01, 2018
Long Zhou, Yuchen Liu, Jiajun Zhang, Chengqing Zong, Guoping Huang


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Unsupervised Learning of Neural Networks to Explain Neural Networks


May 18, 2018
Quanshi Zhang, Yu Yang, Yuchen Liu, Ying Nian Wu, Song-Chun Zhu


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Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time


Nov 21, 2017
Chantat Eksombatchai, Pranav Jindal, Jerry Zitao Liu, Yuchen Liu, Rahul Sharma, Charles Sugnet, Mark Ulrich, Jure Leskovec


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Human Curation and Convnets: Powering Item-to-Item Recommendations on Pinterest


Nov 12, 2015
Dmitry Kislyuk, Yuchen Liu, David Liu, Eric Tzeng, Yushi Jing


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