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Device-Free Sensing in OFDM Cellular Network


Aug 20, 2021
Qin Shi, Liang Liu, Shuowen Zhang, Shuguang Cui

* submitted for possible IEEE publication 

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Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning


Aug 18, 2021
Guangyi Liu, Yinghong Liao, Fuyu Wang, Bin Zhang, Lu Zhang, Xiaodan Liang, Xiang Wan, Shaolin Li, Zhen Li, Shuixing Zhang, Shuguang Cui

* Accepted by IEEE Transactions on Neural Networks and Learning Systems 

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Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds


Aug 10, 2021
Chaoda Zheng, Xu Yan, Jiantao Gao, Weibing Zhao, Wei Zhang, Zhen Li, Shuguang Cui

* Accepted by ICCV 2021 

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Colorectal Polyp Classification from White-light Colonoscopy Images via Domain Alignment


Aug 05, 2021
Qin Wang, Hui Che, Weizhen Ding, Li Xiang, Guanbin Li, Zhen Li, Shuguang Cui

* Accepted in MICCAI-21 

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Shallow Attention Network for Polyp Segmentation


Aug 02, 2021
Jun Wei, Yiwen Hu, Ruimao Zhang, Zhen Li, S. Kevin Zhou, Shuguang Cui

* Accepted by MICCAI2021 

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Shallow Feature Matters for Weakly Supervised Object Localization


Aug 02, 2021
Jun Wei, Qin Wang, Zhen Li, Sheng Wang, S. Kevin Zhou, Shuguang Cui

* Accepted by CVPR2021 

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Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling


Jul 24, 2021
Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Caijun Zhong, Shuguang Cui

* In Proc. IEEE SPAWC2021 

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Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation


Jul 23, 2021
Guangyi Liu, Zichao Yang, Tianhua Tao, Xiaodan Liang, Zhen Li, Bowen Zhou, Shuguang Cui, Zhiting Hu

* 10 pages, 5 figures 

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From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting


Jul 21, 2021
Mengcheng Lan, Shuliang Ning, Yanran Li, Qian Chen, Xunlai Chen, Xiaoguang Han, Shuguang Cui


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Beyond Farthest Point Sampling in Point-Wise Analysis


Jul 12, 2021
Yiqun Lin, Lichang Chen, Haibin Huang, Chongyang Ma, Xiaoguang Han, Shuguang Cui

* 12 pages, 13 figures and 13 tables 

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Hepatocellular Carcinoma Segmentation fromDigital Subtraction Angiography Videos usingLearnable Temporal Difference


Jul 09, 2021
Wenting Jiang, Yicheng Jiang, Lu Zhang, Changmiao Wang, Xiaoguang Han, Shuixing Zhang, Xiang Wan, Shuguang Cui


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Massive MIMO Communication with Intelligent Reflecting Surface


Jul 09, 2021
Zhaorui Wang, Liang Liu, Shuowen Zhang, Shuguang Cui

* submitted to IEEE journal for possible publication 

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Towards Heterogeneous Clients with Elastic Federated Learning


Jun 17, 2021
Zichen Ma, Yu Lu, Zihan Lu, Wenye Li, Jinfeng Yi, Shuguang Cui

* Under Review 

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RevCore: Review-augmented Conversational Recommendation


Jun 02, 2021
Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He

* Accepted by ACL-Findings 2021. 13 pages, 3 figures, and 10 tables 

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PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery


Apr 30, 2021
Weibing Zhao, Xu Yan, Jiantao Gao, Ruimao Zhang, Jiayan Zhang, Zhen Li, Song Wu, Shuguang Cui

* IJCAI 2021 
* To appear in IJCAI 2021 

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Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics


Apr 04, 2021
Sihua Wang, Mingzhe Chen, Zhaohui Yang, Changchuan Yin, Walid Saad, Shuguang Cui, H. Vincent Poor


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Data-Driven Wireless Communication Using Gaussian Processes


Mar 18, 2021
Kai Chen, Qinglei Kong, Yijue Dai, Yue Xu, Feng Yin, Lexi Xu, Shuguang Cui


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Refer-it-in-RGBD: A Bottom-up Approach for 3D Visual Grounding in RGBD Images


Mar 17, 2021
Haolin Liu, Anran Lin, Xiaoguang Han, Lei Yang, Yizhou Yu, Shuguang Cui

* CVPR 2021, project page: https://unclemedm.github.io/Refer-it-in-RGBD/ 

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Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems


Mar 05, 2021
Chuanhong Liu, Caili Guo, Yang Yang, Mingzhe Chen, H. Vincent Poor, Shuguang Cui

* WCNC2021 

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InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring


Mar 01, 2021
Zhihao Yuan, Xu Yan, Yinghong Liao, Ruimao Zhang, Zhen Li, Shuguang Cui

* Codes will be released in https://github.com/CurryYuan/InstanceRefer 

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Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks


Jan 29, 2021
Yining Wang, Mingzhe Chen, Zhaohui Yang, Walid Saad, Tao luo, Shuguang Cui, H. Vincent Poor


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Artificial Intelligence Driven UAV-NOMA-MEC in Next Generation Wireless Networks


Jan 27, 2021
Zhong Yang, Mingzhe Chen, Xiao Liu, Yuanwei Liu, Yue Chen, Shuguang Cui, H. Vincent Poor

* 14 pages, 5 figures 

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Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion


Dec 07, 2020
Xu Yan, Jiantao Gao, Jie Li, Ruimao Zhang, Zhen Li, Rui Huang, Shuguang Cui

* To appear in AAAI 2021. Codes are available at https://github.com/yanx27/JS3C-Net 

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Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks


Dec 06, 2020
Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui


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On the Adversarial Robustness of LASSO Based Feature Selection


Oct 20, 2020
Fuwei Li, Lifeng Lai, Shuguang Cui


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Skeleton-bridged Point Completion: From Global Inference to Local Adjustment


Oct 14, 2020
Yinyu Nie, Yiqun Lin, Xiaoguang Han, Shihui Guo, Jian Chang, Shuguang Cui, Jian Jun Zhang

* Accepted by NeurIPS 2020; Project Page: https://yinyunie.github.io/SKPCN-page/ 

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