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Visual Fault Detection of Multi-scale Key Components in Freight Trains


Nov 26, 2022
Yang Zhang, Yang Zhou, Huilin Pan, Bo Wu, Guodong Sun

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* 9 pages, 4 figures 

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Personalized Dialogue Generation with Persona-Adaptive Attention


Oct 27, 2022
Qiushi Huang, Yu Zhang, Tom Ko, Xubo Liu, Bo Wu, Wenwu Wang, Lilian Tang

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* 8 pages, 3 figures 

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Compressing Pre-trained Transformers via Low-Bit NxM Sparsity for Natural Language Understanding


Jun 30, 2022
Connor Holmes, Minjia Zhang, Yuxiong He, Bo Wu

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A Lightweight NMS-free Framework for Real-time Visual Fault Detection System of Freight Trains


May 25, 2022
Guodong Sun, Yang Zhou, Huilin Pan, Bo Wu, Ye Hu, Yang Zhang

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* 11 pages, 5 figures, accepted by IEEE Transactions on Instrumentation and Measurement 

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DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs


May 04, 2022
Jialun Cao, Meiziniu Li, Xiao Chen, Ming Wen, Yongqiang Tian, Bo Wu, Shing-Chi Cheung

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* Accepted by ICSE 2022. 11 pages for main content, 2 pages for reference 

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DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection


Mar 15, 2022
Yingwei Li, Adams Wei Yu, Tianjian Meng, Ben Caine, Jiquan Ngiam, Daiyi Peng, Junyang Shen, Bo Wu, Yifeng Lu, Denny Zhou, Quoc V. Le, Alan Yuille, Mingxing Tan

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* CVPR 2022. 1st rank 3D detection method on Waymo Challenge Leaderboard: https://waymo.com/open/challenges/entry/?timestamp=1647356360224524&challenge=DETECTION_3D&emailId=5451f123-a0ea 

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NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM


Oct 28, 2021
Connor Holmes, Minjia Zhang, Yuxiong He, Bo Wu

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IGNNITION: Bridging the Gap Between Graph Neural Networks and Networking Systems


Sep 14, 2021
David Pujol-Perich, José Suárez-Varela, Miquel Ferriol, Shihan Xiao, Bo Wu, Albert Cabellos-Aparicio, Pere Barlet-Ros

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* Accepted for publication at IEEE Network Magazine 

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Is Machine Learning Ready for Traffic Engineering Optimization?


Sep 03, 2021
Guillermo Bernárdez, José Suárez-Varela, Albert López, Bo Wu, Shihan Xiao, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio

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* To appear at IEEE ICNP 2021 

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The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks


Jul 26, 2021
José Suárez-Varela, Miquel Ferriol-Galmés, Albert López, Paul Almasan, Guillermo Bernárdez, David Pujol-Perich, Krzysztof Rusek, Loïck Bonniot, Christoph Neumann, François Schnitzler, François Taïani, Martin Happ, Christian Maier, Jia Lei Du, Matthias Herlich, Peter Dorfinger, Nick Vincent Hainke, Stefan Venz, Johannes Wegener, Henrike Wissing, Bo Wu, Shihan Xiao, Pere Barlet-Ros, Albert Cabellos-Aparicio

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* ACM SIGCOMM Computer Communication Review, Vol. 51, No. 3, pp. 9-16, 2021 

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