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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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Robust Risk-Sensitive Reinforcement Learning Agents for Trading Markets


Jul 16, 2021
Yue Gao, Kry Yik Chau Lui, Pablo Hernandez-Leal

* Reinforcement Learning for Real Life (RL4RealLife) Workshop at ICML 2021 

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Improved Prediction and Network Estimation Using the Monotone Single Index Multi-variate Autoregressive Model


Jun 29, 2021
Yue Gao, Garvesh Raskutti


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Relation Modeling in Spatio-Temporal Action Localization


Jun 16, 2021
Yutong Feng, Jianwen Jiang, Ziyuan Huang, Zhiwu Qing, Xiang Wang, Shiwei Zhang, Mingqian Tang, Yue Gao

* CVPR 2021 ActivityNet Workshop Report 

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Graph-MLP: Node Classification without Message Passing in Graph


Jun 08, 2021
Yang Hu, Haoxuan You, Zhecan Wang, Zhicheng Wang, Erjin Zhou, Yue Gao

* 11 pages, 6 figures 

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Aligning Pretraining for Detection via Object-Level Contrastive Learning


Jun 04, 2021
Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin


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Leveraging Non-uniformity in First-order Non-convex Optimization


May 13, 2021
Jincheng Mei, Yue Gao, Bo Dai, Csaba Szepesvari, Dale Schuurmans

* 48 pages, 10 figures. Accepted at ICML 2021 

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Capability Iteration Network for Robot Path Planning


Apr 29, 2021
Buqing Nie, Yue Gao, Yidong Mei, Feng Gao

* 9 pages. IJRA 2021 accepted 

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Scale-Adv: A Joint Attack on Image-Scaling and Machine Learning Classifiers


Apr 18, 2021
Yue Gao, Kassem Fawaz

* 32 pages, 16 figures, 1 table 

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View-Guided Point Cloud Completion


Apr 13, 2021
Xuancheng Zhang, Yutong Feng, Siqi Li, Changqing Zou, Hai Wan, Xibin Zhao, Yandong Guo, Yue Gao

* 10 pages, 8 figures, CVPR2021 

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High-Fidelity and Arbitrary Face Editing


Mar 29, 2021
Yue Gao, Fangyun Wei, Jianmin Bao, Shuyang Gu, Dong Chen, Fang Wen, Zhouhui Lian

* CVPR 2021 

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ReCU: Reviving the Dead Weights in Binary Neural Networks


Mar 23, 2021
Zihan Xu, Mingbao Lin, Jianzhuang Liu, Jie Chen, Ling Shao, Yue Gao, Yonghong Tian, Rongrong Ji

* 11 pages, 5 figures 

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Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network


Dec 13, 2020
Jiayi Ji, Yunpeng Luo, Xiaoshuai Sun, Fuhai Chen, Gen Luo, Yongjian Wu, Yue Gao, Rongrong Ji

* Accepted at AAAI 2021 (preprint version) 

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3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection


Dec 08, 2020
He Wang, Yezhen Cong, Or Litany, Yue Gao, Leonidas J. Guibas


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Self-Supervised Time Series Representation Learning by Inter-Intra Relational Reasoning


Nov 27, 2020
Haoyi Fan, Fengbin Zhang, Yue Gao

* 19 pages, 10 figures, under review at ICLR2021. The source code and dataset are available at https://haoyfan.github.io/ 

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Attribute2Font: Creating Fonts You Want From Attributes


May 16, 2020
Yizhi Wang, Yue Gao, Zhouhui Lian

* SIGGRAPH 2020 techniqual paper; Wang and Gao contribute equally; Code: https://hologerry.github.io/Attr2Font/ 

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Hypergraph Learning for Identification of COVID-19 with CT Imaging


May 07, 2020
Donglin Di, Feng Shi, Fuhua Yan, Liming Xia, Zhanhao Mo, Zhongxiang Ding, Fei Shan, Shengrui Li, Ying Wei, Ying Shao, Miaofei Han, Yaozong Gao, He Sui, Yue Gao, Dinggang Shen


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Attention-based Multi-modal Fusion Network for Semantic Scene Completion


Apr 16, 2020
Siqi Li, Changqing Zou, Yipeng Li, Xibin Zhao, Yue Gao

* Accepted by AAAI 2020 

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Multi-agent Reinforcement Learning for Resource Allocation in IoT networks with Edge Computing


Apr 05, 2020
Xiaolan Liu, Jiadong Yu, Yue Gao

* 10 pages, 7 figures, Journal 

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Analyzing Accuracy Loss in Randomized Smoothing Defenses


Mar 03, 2020
Yue Gao, Harrison Rosenberg, Kassem Fawaz, Somesh Jha, Justin Hsu

* 19 pages, 6 figures, 2 tables 

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Deep Multi-View Enhancement Hashing for Image Retrieval


Feb 01, 2020
Chenggang Yan, Biao Gong, Yuxuan Wei, Yue Gao


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Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning


Oct 11, 2019
Yue Gao, Yuan Guo, Zhouhui Lian, Yingmin Tang, Jianguo Xiao

* ACM Trans. Graph. 38, 6, Article 185 (November 2019), 12 pages 
* 12 pages, Accepted by SIGGRAPH Asia 2019, coda and datasets: https://hologerry.github.io/AGIS-Net/ 

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Universal Perturbation Attack Against Image Retrieval


Dec 03, 2018
Jie Li, Rongrong Ji, Hong Liu, Xiaopeng Hong, Yue Gao, Qi Tian


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PVRNet: Point-View Relation Neural Network for 3D Shape Recognition


Dec 02, 2018
Haoxuan You, Yifan Feng, Xibin Zhao, Changqing Zou, Rongrong Ji, Yue Gao

* 9 pages, 6 figures, the 33th AAAI Conference on Artificial Intelligence (AAAI2019) 

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MeshNet: Mesh Neural Network for 3D Shape Representation


Nov 28, 2018
Yutong Feng, Yifan Feng, Haoxuan You, Xibin Zhao, Yue Gao


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Hypergraph Neural Networks


Sep 25, 2018
Yifan Feng, Haoxuan You, Zizhao Zhang, Rongrong Ji, Yue Gao


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PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition


Aug 23, 2018
Haoxuan You, Yifan Feng, Rongrong Ji, Yue Gao

* ACM Multimedia Conference 2018 

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