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Who calls the shots? Rethinking Few-Shot Learning for Audio


Oct 18, 2021
Yu Wang, Nicholas J. Bryan, Justin Salamon, Mark Cartwright, Juan Pablo Bello

* WASPAA 2021 

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Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective


Oct 18, 2021
Hengrui Zhang, Zhongming Yu, Guohao Dai, Guyue Huang, Yufei Ding, Yuan Xie, Yu Wang


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Learning Efficient Multi-Agent Cooperative Visual Exploration


Oct 12, 2021
Chao Yu, Xinyi Yang, Jiaxuan Gao, Huazhong Yang, Yu Wang, Yi Wu

* First three authors share equal contribution 

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Efficient Context-Aware Network for Abdominal Multi-organ Segmentation


Oct 09, 2021
Fan Zhang, Yu Wang, Hua Yang


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A drl based distributed formation control scheme with stream based collision avoidance


Sep 05, 2021
Xinyou Qiu, Xiaoxiang Li, Jian Wang, Yu Wang, Yuan Shen

* 5 pages, 5 figures, been accepted and to be published in IEEE International Conference on Autonomous Systems 2021 

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Variational Inference with NoFAS: Normalizing Flow with Adaptive Surrogate for Computationally Expensive Models


Aug 28, 2021
Yu Wang, Fang Liu, Daniele E. Schiavazzi


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DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN


Aug 26, 2021
Yu Wang, Zhiwei Liu, Ziwei Fan, Lichao Sun, Philip S. Yu

* Accepted by CIKM 2021 

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Tree Decomposed Graph Neural Network


Aug 25, 2021
Yu Wang, Tyler Derr

* CIKM 2021 

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A Low Rank Promoting Prior for Unsupervised Contrastive Learning


Aug 05, 2021
Yu Wang, Jingyang Lin, Qi Cai, Yingwei Pan, Ting Yao, Hongyang Chao, Tao Mei


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Parallel and real-time post-processing for quantum random number generators


Jul 29, 2021
Xiaomin Guo, Mingchuan Wu, Jiangjiang Zhang, Ziqing Wang, Yu Wang, Yanqiang Guo

* 9 pages, 8 figures 

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United We Learn Better: Harvesting Learning Improvements From Class Hierarchies Across Tasks


Jul 28, 2021
Sindi Shkodrani, Yu Wang, Marco Manfredi, Nóra Baka


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Explicit Pairwise Factorized Graph Neural Network for Semi-Supervised Node Classification


Jul 27, 2021
Yu Wang, Yuesong Shen, Daniel Cremers


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An Internal Arc Fixation Channel and Automatic Planning Algorithm for Pelvic Fracture


Jul 25, 2021
Qing Yang, Jian Song, Chang Cheng, Chao Shi, Chendi Liang, Yu Wang

* 8 pages,6 figures, submitted to RCAE 2021 

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Tactile Sensing with a Tendon-Driven Soft Robotic Finger


Jul 06, 2021
Chang Cheng, Yadong Yan, Mingjun Guan, Jianan Zhang, Yu Wang

* 6 pages, 10 figures, submitted to ICCMA 2021 

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Improving Grasp Planning Efficiency with Human Grasp Tendencies*


Jun 27, 2021
Chang Cheng, Yadong Yan, Mingjun Guan, Jianan Zhang, Yu Wang

* 8 pages, 9 figures, submitted to IEEE Robotics and Automation Letters (RA-L) 

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Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature


Jun 25, 2021
Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Robert Tinn, Cliff Wong, Naoto Usuyama, Richard Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul N. Bennett, Jianfeng Gao, Hoifung Poon


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BoolNet: Minimizing The Energy Consumption of Binary Neural Networks


Jun 13, 2021
Nianhui Guo, Joseph Bethge, Haojin Yang, Kai Zhong, Xuefei Ning, Christoph Meinel, Yu Wang


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An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction


Jun 06, 2021
Yu Wang, Yilin Shen, Hongxia Jin

* 5 Pages, original work published at ICASSP 2021 

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A Coarse to Fine Question Answering System based on Reinforcement Learning


Jun 01, 2021
Yu Wang, Hongxia Jin

* 9 pages, original work published in AAAI 2019 

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SG-PALM: a Fast Physically Interpretable Tensor Graphical Model


May 26, 2021
Yu Wang, Alfred Hero

* Accepted in ICML 2021 

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Unsupervised Remote Sensing Super-Resolution via Migration Image Prior


May 23, 2021
Jiaming Wang, Zhenfeng Shao, Tao Lu, Xiao Huang, Ruiqian Zhang, Yu Wang

* 6 pages, 4 figures. IEEE International Conference on Multimedia and Expo (ICME) 2021 

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Probabilistic and Variational Recommendation Denoising


May 20, 2021
Yu Wang, Xin Xin, Zaiqiao Meng, Xiangnan He, Joemon Jose, Fuli Feng

* 13 pages, 17 figures 

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Integrated Communication and Navigation for Ultra-Dense LEO Satellite Networks: Vision, Challenges and Solutions


May 19, 2021
Yu Wang, Hejia Luo, Ying Chen, Jun Wang, Rong Li, Bin Wang

* 15 pages,5 figures 

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Domain-Specific Suppression for Adaptive Object Detection


May 08, 2021
Yu Wang, Rui Zhang, Shuo Zhang, Miao Li, YangYang Xia, XiShan Zhang, ShaoLi Liu

* Accepted in CVPR 2021 

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Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer


May 02, 2021
Zhiwei Liu, Ziwei Fan, Yu Wang, Philip S. Yu

* Accepted by SIGIR 2021 

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Membership Inference Attacks on Knowledge Graphs


Apr 16, 2021
Yu Wang, Lichao Sun

* Under submission 

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Adversarial Robustness under Long-Tailed Distribution


Apr 06, 2021
Tong Wu, Ziwei Liu, Qingqiu Huang, Yu Wang, Dahua Lin

* Accepted to CVPR 2021 (Oral) 

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Reinforcement Learning with Temporal Logic Constraints for Partially-Observable Markov Decision Processes


Apr 04, 2021
Yu Wang, Alper Kamil Bozkurt, Miroslav Pajic


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