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Data Driven Macroscopic Modeling across Knudsen Numbers for Rarefied Gas Dynamics and Application to Rayleigh Scattering


Aug 01, 2021
Candi Zheng, Yang Wang, Shiyi Chen

* 10 pages, 4 figures 

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Trajectory Design for UAV-Based Internet-of-Things Data Collection: A Deep Reinforcement Learning Approach


Jul 23, 2021
Yang Wang, Zhen Gao, Jun Zhang, Xianbin Cao, Dezhi Zheng, Yue Gao, Derrick Wing Kwan Ng, Marco Di Renzo

* Accepted by IEEE Internet of Things Journal. The codes and some other materials about this work may be available at https://gaozhen16.github.io/ 

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Bias-Tolerant Fair Classification


Jul 07, 2021
Yixuan Zhang, Feng Zhou, Zhidong Li, Yang Wang, Fang Chen


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Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding


Jun 24, 2021
Zipeng Liu, Yang Wang, Jürgen Bernard, Tamara Munzner


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Deep Generative Learning via Schrödinger Bridge


Jun 19, 2021
Gefei Wang, Yuling Jiao, Qian Xu, Yang Wang, Can Yang

* ICML, 2021 

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Data Augmentation for Graph Convolutional Network on Semi-Supervised Classification


Jun 16, 2021
Zhengzheng Tang, Ziyue Qiao, Xuehai Hong, Yang Wang, Fayaz Ali Dharejo, Yuanchun Zhou, Yi Du

* 16 pages, 6 figures,APWeb-WAIM 2021: The 5th APWeb-WAIM International Joint Conference on Web and Big Data 

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An error analysis of generative adversarial networks for learning distributions


Jun 12, 2021
Jian Huang, Yuling Jiao, Zhen Li, Shiao Liu, Yang Wang, Yunfei Yang


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DECORE: Deep Compression with Reinforcement Learning


Jun 11, 2021
Manoj Alwani, Vashisht Madhavan, Yang Wang


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Generalized Linear Bandits with Local Differential Privacy


Jun 07, 2021
Yuxuan Han, Zhipeng Liang, Yang Wang, Jiheng Zhang


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Learning Elastic Embeddings for Customizing On-Device Recommenders


Jun 04, 2021
Tong Chen, Hongzhi Yin, Yujia Zheng, Zi Huang, Yang Wang, Meng Wang

* To appear in KDD'21 

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Dual-side Sparse Tensor Core


May 20, 2021
Yang Wang, Chen Zhang, Zhiqiang Xie, Cong Guo, Yunxin Liu, Jingwen Leng


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Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling


Apr 11, 2021
Tong Chen, Hongzhi Yin, Xiangliang Zhang, Zi Huang, Yang Wang, Meng Wang

* Manuscript is under review 

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DynACPD Embedding Algorithm for Prediction Tasks in Dynamic Networks


Mar 12, 2021
Chris Connell, Yang Wang

* 35 pages 

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Referring Segmentation in Images and Videos with Cross-Modal Self-Attention Network


Feb 09, 2021
Linwei Ye, Mrigank Rochan, Zhi Liu, Xiaoqin Zhang, Yang Wang

* 14 pages, 8 figures. arXiv admin note: substantial text overlap with arXiv:1904.04745 

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STUaNet: Understanding uncertainty in spatiotemporal collective human mobility


Feb 09, 2021
Zhengyang Zhou, Yang Wang, Xike Xie, Lei Qiao, Yuantao Li

* 12 pages, 8 figures, WWW 2021 Conference 

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Wasserstein diffusion on graphs with missing attributes


Feb 06, 2021
Zhixian Chen, Tengfei Ma, Yangqiu Song, Yang Wang


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VSEGAN: Visual Speech Enhancement Generative Adversarial Network


Feb 04, 2021
Xinmeng Xu, Yang Wang, Dongxiang Xu, Yiyuan Peng, Cong Zhang, Jie Jia, Binbin Chen


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AMFFCN: Attentional Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement


Feb 04, 2021
Xinmeng Xu, Yang Wang, Dongxiang Xu, Yiyuan Peng, Cong Zhang, Jie Jia, Binbin Chen

* arXiv admin note: text overlap with arXiv:2101.05975 

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MFFCN: Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement


Feb 04, 2021
Xinmeng Xu, Yang Wang, Dongxiang Xu, Yiyuan Peng, Cong Zhang, Jie Jia, Yang Wang, Binbin Chen


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On the capacity of deep generative networks for approximating distributions


Jan 29, 2021
Yunfei Yang, Zhen Li, Yang Wang


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Attentional Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement


Jan 15, 2021
Xinmeng Xu, Yang Wang, Dongxiang Xu, Cong Zhang, Yiyuan Peng, Jie Jia, Binbin Chen

* arXiv admin note: text overlap with arXiv:2101.05975 

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BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network


Jan 14, 2021
Zhixian Chen, Tengfei Ma, Zhihua Jin, Yangqiu Song, Yang Wang


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Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering


Jan 13, 2021
Renhao Sun, Yang Wang, Zhao Zhang, Richang Hong, Meng Wang


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Learning Hybrid Representations for Automatic 3D Vessel Centerline Extraction


Dec 14, 2020
Jiafa He, Chengwei Pan, Can Yang, Ming Zhang, Yang Wang, Xiaowei Zhou, Yizhou Yu

* MICCAI 2020 

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A Sequence-to-Sequence Approach to Dialogue State Tracking


Nov 18, 2020
Yue Feng, Yang Wang, Hang Li


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AdaCrowd: Unlabeled Scene Adaptation for Crowd Counting


Oct 23, 2020
Mahesh Kumar Krishna Reddy, Mrigank Rochan, Yiwei Lu, Yang Wang


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