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



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

* 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



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

* 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



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

* 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



Connor Holmes , Minjia Zhang , Yuxiong He , Bo Wu


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



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

* Accepted for publication at IEEE Network Magazine 

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Is Machine Learning Ready for Traffic Engineering Optimization?



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

* 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



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

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

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Token-Level Supervised Contrastive Learning for Punctuation Restoration



Qiushi Huang , Tom Ko , H Lilian Tang , Xubo Liu , Bo Wu

* 5 pages, 3 figures 

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TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation



Helin Wang , Bo Wu , Lianwu Chen , Meng Yu , Jianwei Yu , Yong Xu , Shi-Xiong Zhang , Chao Weng , Dan Su , Dong Yu

* Submitted to Interspeech 2021 

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Privacy-Preserving Teacher-Student Deep Reinforcement Learning



Parham Gohari , Bo Chen , Bo Wu , Matthew Hale , Ufuk Topcu

* Under double-blind review 

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