Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Shuguang Cui

Towards Heterogeneous Clients with Elastic Federated Learning


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

* Under Review 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Data-Driven Wireless Communication Using Gaussian Processes


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


  Access Paper or Ask Questions

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/ 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

On the Adversarial Robustness of LASSO Based Feature Selection


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


  Access Paper or Ask Questions

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/ 

  Access Paper or Ask Questions

A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks


Jul 20, 2020
Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin, Shuguang Cui, H. Vincent Poor

* This paper has been accepted by IEEE Internet of Things 

  Access Paper or Ask Questions

Delay Minimization for Federated Learning Over Wireless Communication Networks


Jul 05, 2020
Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui

* arXiv admin note: substantial text overlap with arXiv:1911.02417 

  Access Paper or Ask Questions

From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation


Jul 01, 2020
Songyang Zhang, Han Zhang, Shuguang Cui, Zhi Ding


  Access Paper or Ask Questions

UVeQFed: Universal Vector Quantization for Federated Learning


Jun 05, 2020
Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui


  Access Paper or Ask Questions

Wireless Communications for Collaborative Federated Learning in the Internet of Things


Jun 03, 2020
Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui


  Access Paper or Ask Questions

Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks


May 25, 2020
Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui

* 6 pages, Fig.4 

  Access Paper or Ask Questions

Peeking into occluded joints: A novel framework for crowd pose estimation


Mar 31, 2020
Lingteng Qiu, Xuanye Zhang, Yanran Li, Guanbin Li, Xiaojun Wu, Zixiang Xiong, Xiaoguang Han, Shuguang Cui

* The code of OPEC-Net is available at: https://lingtengqiu.github.io/2020/03/22/OPEC-Net/ 

  Access Paper or Ask Questions

Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images


Mar 28, 2020
Heming Zhu, Yu Cao, Hang Jin, Weikai Chen, Dong Du, Zhangye Wang, Shuguang Cui, Xiaoguang Han

* 23 pages, 9 figures. For project page, see https://kv2000.github.io/2020/03/25/deepFashion3DRevisited/ 

  Access Paper or Ask Questions

Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks


Mar 19, 2020
Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui, H. Vincent Poor


  Access Paper or Ask Questions

FPConv: Learning Local Flattening for Point Convolution


Mar 14, 2020
Yiqun Lin, Zizheng Yan, Haibin Huang, Dong Du, Ligang Liu, Shuguang Cui, Xiaoguang Han

* Camera-ready, accepted to CVPR 2020 

  Access Paper or Ask Questions

PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling


Mar 10, 2020
Xu Yan, Chaoda Zheng, Zhen Li, Sheng Wang, Shuguang Cui

* To appear in CVPR 2020. Also seen in http://kaldir.vc.in.tum.de/scannet_benchmark/ 

  Access Paper or Ask Questions

Scalable Learning Paradigms for Data-Driven Wireless Communication


Mar 01, 2020
Yue Xu, Feng Yin, Wenjun Xu, Chia-Han Lee, Jiaru Lin, Shuguang Cui


  Access Paper or Ask Questions