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ORCIDShuguang Cui
Shuguang Robert Cui
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- affiliation: Chinese University of Hong Kong-Shenzhen (CUHK-SZ), Shenzhen, China
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Books and Theses
- 2024
[b4]Mingzhe Chen, Shuguang Cui
:
Communication Efficient Federated Learning for Wireless Networks. Wireless Networks, Springer 2024, ISBN 978-3-031-51265-0, pp. 1-170- 2022
- [b3]Fuwei Li, Lifeng Lai, Shuguang Cui:
Machine Learning Algorithms - Adversarial Robustness in Signal Processing. Wireless Networks, Springer 2022, ISBN 978-3-031-16374-6, pp. 1-85 - 2018
- [b2]Xiang Cheng, Luoyang Fang, Liuqing Yang, Shuguang Cui:
Mobile Big Data. Wireless Networks, Springer 2018, ISBN 978-3-319-96115-6, pp. 1-125 - 2013
- [b1]Qing Zhou, Long Gao, Ruifang Liu, Shuguang Cui:
Network Robustness under Large-Scale Attacks. Springer Briefs in Computer Science, Springer 2013, ISBN 978-1-4614-4859-4, pp. i-viii, 1-41
Journal Articles
- 2025
- [j222]Xianxin Song, Yuan Fang, Feng Wang, Zixiang Ren, Xianghao Yu, Ye Zhang, Fan Liu, Jie Xu, Derrick Wing Kwan Ng, Rui Zhang, Shuguang Cui:
An overview on IRS-enabled sensing and communications for 6G: architectures, fundamental limits, and joint beamforming designs. Sci. China Inf. Sci. 68(5) (2025) - [j221]Xiangyu Gao, Hao Yin, Yaping Sun, Dongyu Wei, Xiaodong Xu, Hao Chen, Wen Wu, Shuguang Cui:
Multilevel Feature Transmission in Dynamic Channels: A Semantic Knowledge Base and Deep-Reinforcement-Learning-Enabled Approach. IEEE Internet Things J. 12(8): 10150-10162 (2025) - [j220]Mingxiao Li, Kaiming Shen, Shuguang Cui:
A Semantic Approach to Successive Interference Cancellation for Multiple Access Networks. IEEE Internet Things J. 12(11): 16424-16437 (2025) - [j219]Shicong Liu, Xianghao Yu, Zhen Gao, Jie Xu, Derrick Wing Kwan Ng, Shuguang Cui:
Sensing-Enhanced Channel Estimation for Near-Field XL-MIMO Systems. IEEE J. Sel. Areas Commun. 43(3): 628-643 (2025) - [j218]Yuqi Zhang, Guanying Chen, Shuguang Cui:
Efficient large-scale scene representation with a hybrid of high-resolution grid and plane features. Pattern Recognit. 158: 111001 (2025) - [j217]Yuanyuan Du, Jianan Zhang, Xiang Cheng, Shuguang Cui:
Cooperative Motion Planning in Divided Environments via Congestion-Aware Deep Reinforcement Learning. IEEE Robotics Autom. Lett. 10(3): 2295-2302 (2025) - [j216]Zeyu Hao, Yuan Fang, Xianghao Yu, Jie Xu, Ling Qiu, Lexi Xu, Shuguang Cui:
Energy-Efficient Hybrid Beamforming With Dynamic On-Off Control for Integrated Sensing, Communications, and Powering. IEEE Trans. Commun. 73(3): 1709-1725 (2025) - [j215]Yipeng Liang, Qimei Chen, Guangxu Zhu, Hao Jiang, Yonina C. Eldar, Shuguang Cui:
Communication-and-Energy Efficient Over-the-Air Federated Learning. IEEE Trans. Wirel. Commun. 24(1): 767-782 (2025) - [j214]Zhonghao Lyu, Yuchen Li, Guangxu Zhu, Jie Xu, H. Vincent Poor, Shuguang Cui:
Rethinking Resource Management in Edge Learning: A Joint Pre-Training and Fine-Tuning Design Paradigm. IEEE Trans. Wirel. Commun. 24(2): 1584-1601 (2025) - [j213]Yao Tang, Guangxu Zhu, Wei Xu, Man Hon Cheung, Tat-Ming Lok, Shuguang Cui:
Integrated Sensing, Computation, and Communication for UAV-Assisted Federated Edge Learning. IEEE Trans. Wirel. Commun. 24(4): 2647-2662 (2025) - [j212]Wenchao Liu, Xuhui Zhang, Huijun Xing, Jinke Ren, Yanyan Shen, Shuguang Cui:
UAV-Enabled Wireless Networks With Movable-Antenna Array: Flexible Beamforming and Trajectory Design. IEEE Wirel. Commun. Lett. 14(3): 566-570 (2025) - 2024
- [j211]Liang Liu, Shuowen Zhang, Shuguang Cui:
Leveraging a Variety of Anchors in Cellular Network for Ubiquitous Sensing. IEEE Commun. Mag. 62(9): 98-104 (2024) - [j210]Yong Zeng, Junting Chen, Jie Xu, Di Wu, Xiaoli Xu, Shi Jin, Xiqi Gao, David Gesbert, Shuguang Cui, Rui Zhang:
A Tutorial on Environment-Aware Communications via Channel Knowledge Map for 6G. IEEE Commun. Surv. Tutorials 26(3): 1478-1519 (2024) - [j209]Zhe Wang, Jiayi Zhang, Hongyang Du, Dusit Niyato, Shuguang Cui, Bo Ai, Mérouane Debbah, Khaled B. Letaief, H. Vincent Poor:
A Tutorial on Extremely Large-Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications. IEEE Commun. Surv. Tutorials 26(3): 1560-1605 (2024) - [j208]Hongyang Du, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Yijing Lin, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Bo Ai, Haibo Zhou, Dong In Kim:
Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. IEEE Commun. Surv. Tutorials 26(4): 2611-2646 (2024) - [j207]Wenyu Wang, Minhao Zhu, Kaiming Shen, Zhaorui Wang, Shuguang Cui:
Power Allocation for Finite-Blocklength IR-HARQ. IEEE Commun. Lett. 28(11): 2673-2677 (2024) - [j206]Yinyu Wu, Xuhui Zhang, Jinke Ren, Huijun Xing, Yanyan Shen, Shuguang Cui:
Latency-Aware Resource Allocation for Mobile Edge Generation and Computing via Deep Reinforcement Learning. IEEE Netw. Lett. 6(4): 237-241 (2024) - [j205]Yan Xu, Chaoda Zheng, Ying Xue, Zhen Li, Shuguang Cui, Dengxin Dai:
Benchmarking the Robustness of LiDAR Semantic Segmentation Models. Int. J. Comput. Vis. 132(7): 2674-2697 (2024) - [j204]Ran Li, Chuan Huang, Xiaoqi Qin, Shengpei Jiang, Nan Ma, Shuguang Cui:
Coexistence Between Task- and Data-Oriented Communications: A Whittle's Index Guided Multiagent Reinforcement Learning Approach. IEEE Internet Things J. 11(2): 2630-2647 (2024) - [j203]Xiangyu Gao, Yaping Sun, Hao Chen, Xiaodong Xu, Shuguang Cui:
Joint Computing, Pushing, and Caching Optimization for Mobile-Edge Computing Networks via Soft Actor-Critic Learning. IEEE Internet Things J. 11(6): 9269-9281 (2024) - [j202]Guanlin Wu, Yuan Fang, Jie Xu, Zhiyong Feng, Shuguang Cui:
Energy-Efficient MIMO Integrated Sensing and Communications With On-Off Nontransmission Power. IEEE Internet Things J. 11(7): 12177-12191 (2024) - [j201]Wenchao Liu, Hao Wang, Xuhui Zhang, Huijun Xing, Jinke Ren, Yanyan Shen, Shuguang Cui:
Joint Trajectory Design and Resource Allocation in UAV-Enabled Heterogeneous MEC Systems. IEEE Internet Things J. 11(19): 30817-30832 (2024) - [j200]Siyao Zhang, Zixiang Ren, Xinmin Li, Yin Long, Jie Xu, Shuguang Cui:
Transmission Energy Allocation for Over-the-Air Computation with Energy Harvesting. J. Commun. Inf. Networks 9(2): 126-136 (2024) - [j199]Shuguang Cui, Haixia Wang:
Blockchain-based data sharing algorithm in distributed network data storage. J. Comput. Methods Sci. Eng. 24(1): 427-444 (2024) - [j198]Ziqin Zhou, Xiaoyang Li, Guangxu Zhu, Jie Xu, Kaibin Huang, Shuguang Cui:
Integrating Sensing, Communication, and Power Transfer: Multiuser Beamforming Design. IEEE J. Sel. Areas Commun. 42(9): 2228-2242 (2024) - [j197]Zifan Zhang, Yuchen Liu, Zhiyuan Peng, Mingzhe Chen, Dongkuan Xu, Shuguang Cui:
Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks. IEEE J. Sel. Areas Commun. 42(11): 3306-3320 (2024) - [j196]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Shuguang Cui, Xuemin Shen, Ping Zhang:
Optimizing Mobile-Edge AI-Generated Everything (AIGX) Services by Prompt Engineering: Fundamental, Framework, and Case Study. IEEE Netw. 38(5): 220-228 (2024) - [j195]Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Ping Zhang, Shuguang Cui, Xuemin Shen, Shiwen Mao, Zhu Han, Abbas Jamalipour, H. Vincent Poor, Dong In Kim:
The Age of Generative AI and AI-Generated Everything. IEEE Netw. 38(6): 501-512 (2024) - [j194]Chaoda Zheng, Xu Yan, Haiming Zhang, Baoyuan Wang, Shenghui Cheng, Shuguang Cui, Zhen Li:
An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 43-60 (2024) - [j193]Yilong Chen, Huijun Xing, Jie Xu, Lexi Xu, Shuguang Cui:
Over-the-Air Computation in OFDM Systems With Imperfect Channel State Information. IEEE Trans. Commun. 72(5): 2929-2944 (2024) - [j192]Zhiyu Zhu, Yang Yang, Mingzhe Chen, Caili Guo, Jiangyi Hao, Shuguang Cui:
Visible Light Positioning With Visual Odometry: A Single Luminaire Based Positioning Algorithm. IEEE Trans. Commun. 72(8): 4978-4991 (2024) - [j191]Yuan Fang, Siyao Zhang, Xinmin Li, Xianghao Yu, Jie Xu, Shuguang Cui:
Multi-IRS-Enabled Integrated Sensing and Communications. IEEE Trans. Commun. 72(9): 5853-5867 (2024) - [j190]Zizheng Yan, Delian Ruan, Yushuang Wu, Junshi Huang, Zhenhua Chai, Xiaoguang Han, Shuguang Cui, Guanbin Li:
Contrastive Open-Set Active Learning-Based Sample Selection for Image Classification. IEEE Trans. Image Process. 33: 5525-5537 (2024) - [j189]Yuncheng Jiang, Zixun Zhang, Yiwen Hu, Guanbin Li, Xiang Wan, Song Wu, Shuguang Cui, Silin Huang, Zhen Li:
ECC-PolypDet: Enhanced CenterNet With Contrastive Learning for Automatic Polyp Detection. IEEE J. Biomed. Health Informatics 28(8): 4785-4796 (2024) - [j188]Duo Wu, Dayou Zhang, Miao Zhang, Ruoyu Zhang, Fangxin Wang, Shuguang Cui:
ILCAS: Imitation Learning-Based Configuration- Adaptive Streaming for Live Video Analytics With Cross-Camera Collaboration. IEEE Trans. Mob. Comput. 23(6): 6743-6757 (2024) - [j187]Xiaozhe Gu, Zixun Zhang, Yuncheng Jiang, Tao Luo, Ruimao Zhang, Shuguang Cui, Zhen Li:
Hierarchical Weight Averaging for Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12276-12287 (2024) - [j186]Yushuang Wu, Luyue Shi, Haolin Liu, Hongjie Liao, Lingteng Qiu, Weihao Yuan, Xiaodong Gu, Zilong Dong, Shuguang Cui, Xiaoguang Han:
MVImgNet2.0: A Larger-scale Dataset of Multi-view Images. ACM Trans. Graph. 43(6): 173:1-173:16 (2024) - [j185]Yiqun Lin, Lichang Chen, Haibin Huang, Chongyang Ma, Xiaoguang Han, Shuguang Cui:
Task-Aware Sampling Layer for Point-Wise Analysis. IEEE Trans. Vis. Comput. Graph. 30(10): 6612-6624 (2024) - [j184]Yan Xu, Zhihao Yuan, Yuhao Du, Yinghong Liao, Yao Guo, Shuguang Cui, Zhen Li:
Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation. IEEE Trans. Vis. Comput. Graph. 30(12): 7473-7485 (2024) - [j183]Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui:
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. IEEE Trans. Wirel. Commun. 23(3): 2340-2356 (2024) - [j182]Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. IEEE Trans. Wirel. Commun. 23(3): 2486-2502 (2024) - [j181]Yaping Sun, Hao Chen, Xiaodong Xu, Ping Zhang, Shuguang Cui:
Semantic Knowledge Base-Enabled Zero-Shot Multi-Level Feature Transmission Optimization. IEEE Trans. Wirel. Commun. 23(5): 4904-4917 (2024) - [j180]Zhaorui Wang, Ya-Feng Liu, Ziyue Wang, Liang Liu, Haoyuan Pan, Shuguang Cui:
Device Activity Detection in mMTC With Low-Resolution ADCs: A New Protocol. IEEE Trans. Wirel. Commun. 23(6): 5847-5862 (2024) - [j179]Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui:
Semantic Communications for Image Recovery and Classification via Deep Joint Source and Channel Coding. IEEE Trans. Wirel. Commun. 23(8): 8388-8404 (2024) - [j178]Bingyan Xie, Yongpeng Wu, Yuxuan Shi, Wenjun Zhang, Shuguang Cui, Mérouane Debbah:
Robust Image Semantic Coding With Learnable CSI Fusion Masking Over MIMO Fading Channels. IEEE Trans. Wirel. Commun. 23(10): 14155-14170 (2024) - [j177]Huijun Xing, Xuhui Zhang, Shuo Chang, Jinke Ren, Zixun Zhang, Jie Xu, Shuguang Cui:
Joint Signal Detection and Automatic Modulation Classification via Deep Learning. IEEE Trans. Wirel. Commun. 23(11): 17129-17142 (2024) - [j176]Xiaowen Cao, Zhonghao Lyu, Guangxu Zhu, Jie Xu, Lexi Xu, Shuguang Cui:
An Overview on Over-the-Air Federated Edge Learning. IEEE Wirel. Commun. 31(3): 202-210 (2024) - [j175]Jinke Ren, Zezhong Zhang, Jie Xu, Guanying Chen, Yaping Sun, Ping Zhang, Shuguang Cui:
Knowledge Base Enabled Semantic Communication: A Generative Perspective. IEEE Wirel. Commun. 31(4): 14-22 (2024) - [j174]Jiacheng Wang, Hongyang Du, Dusit Niyato, Jiawen Kang, Shuguang Cui, Xuemin Shen, Ping Zhang:
Generative AI for Integrated Sensing and Communication: Insights From the Physical Layer Perspective. IEEE Wirel. Commun. 31(5): 246-255 (2024) - 2023
- [j173]Yushuang Wu, Zizheng Yan, Shengcai Cai, Guanbin Li, Xiaoguang Han, Shuguang Cui:
PointMatch: A consistency training framework for weakly supervised semantic segmentation of 3D point clouds. Comput. Graph. 116: 427-436 (2023) - [j172]Guangxu Zhu, Zhonghao Lyu, Xiang Jiao, Peixi Liu, Mingzhe Chen, Jie Xu, Shuguang Cui, Yan-Ping Zhang:
Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G. Sci. China Inf. Sci. 66(3) (2023) - [j171]Shixi Qin, Zixun Zhang, Yuncheng Jiang, Shuguang Cui, Shenghui Cheng, Zhen Li:
NG-NAS: Node growth neural architecture search for 3D medical image segmentation. Comput. Medical Imaging Graph. 108: 102268 (2023) - [j170]Zihang Song, Han Zhang, Sean Fuller, Andrew Lambert, Zhinong Ying, Petri Mähönen, Yonina C. Eldar, Shuguang Cui, Mark D. Plumbley, Clive Parini, Arumugam Nallanathan, Yue Gao:
Numerical evaluation on sub-Nyquist spectrum reconstruction methods. Frontiers Comput. Sci. 17(6): 176504 (2023) - [j169]Chenrui Wu, Yifei Zhu, Rongyu Zhang, Yun Chen, Fangxin Wang, Shuguang Cui:
FedAB: Truthful Federated Learning With Auction-Based Combinatorial Multi-Armed Bandit. IEEE Internet Things J. 10(17): 15159-15170 (2023) - [j168]Yili Jin, Junhua Liu, Fangxin Wang, Shuguang Cui:
Ebublio: Edge-Assisted Multiuser 360° Video Streaming. IEEE Internet Things J. 10(17): 15408-15419 (2023) - [j167]Rui Chen, Dian Shi, Xiaoqi Qin, Dongjie Liu, Miao Pan, Shuguang Cui:
Service Delay Minimization for Federated Learning Over Mobile Devices. IEEE J. Sel. Areas Commun. 41(4): 990-1006 (2023) - [j166]Jun Gao, Dongze Wu, Feng Yin, Qinglei Kong, Lexi Xu, Shuguang Cui:
MetaLoc: Learning to Learn Wireless Localization. IEEE J. Sel. Areas Commun. 41(12): 3831-3847 (2023) - [j165]Peixi Liu, Guangxu Zhu, Shuai Wang, Wei Jiang, Wu Luo, H. Vincent Poor, Shuguang Cui:
Toward Ambient Intelligence: Federated Edge Learning With Task-Oriented Sensing, Computation, and Communication Integration. IEEE J. Sel. Top. Signal Process. 17(1): 158-172 (2023) - [j164]Xianbin Wang, Jie Mei, Shuguang Cui, Cheng-Xiang Wang, Xuemin Sherman Shen:
Realizing 6G: The Operational Goals, Enabling Technologies of Future Networks, and Value-Oriented Intelligent Multi-Dimensional Multiple Access. IEEE Netw. 37(1): 10-17 (2023) - [j163]Kai Chen, Feng Yin, Shuguang Cui:
Compressible spectral mixture kernels with sparse dependency structures for Gaussian processes. Signal Process. 213: 109179 (2023) - [j162]Xiaochuan Ma, Lifeng Lai, Shuguang Cui:
Bayesian Two-Stage Sequential Change Diagnosis via Sensor Arrays. IEEE Trans. Inf. Theory 69(11): 7276-7294 (2023) - [j161]Jiamo Jiang, Kaifeng Han, Ying Du, Guangxu Zhu, Zhiqin Wang, Shuguang Cui:
Optimized Power Control for Over-the-Air Federated Averaging With Data Privacy Guarantee. IEEE Trans. Veh. Technol. 72(2): 2728-2733 (2023) - [j160]Zhaorui Wang, Liang Liu, Shuowen Zhang, Shuguang Cui:
Massive MIMO Communication With Intelligent Reflecting Surface. IEEE Trans. Wirel. Commun. 22(4): 2566-2582 (2023) - 2022
- [j159]Qin Wang, Jun Wei, Yuzhe Zhou, Mingzhi Lin, Ruobing Ren, Sheng Wang, Shuguang Cui, Zhen Li:
Prior knowledge facilitates low homologous protein secondary structure prediction with DSM distillation. Bioinform. 38(14): 3574-3581 (2022) - [j158]Peixi Liu, Guangxu Zhu, Wei Jiang, Wu Luo, Jie Xu, Shuguang Cui:
Vertical Federated Edge Learning With Distributed Integrated Sensing and Communication. IEEE Commun. Lett. 26(9): 2091-2095 (2022) - [j157]Man Chu, An Liu, Junting Chen, Vincent K. N. Lau, Shuguang Cui:
A Stochastic Geometry Analysis for Energy-Harvesting-Based Device-to-Device Communication. IEEE Internet Things J. 9(2): 1591-1607 (2022) - [j156]Yang Yang, Yujie Yang, Mingzhe Chen, Chunyan Feng, Hailun Xia, Shuguang Cui, H. Vincent Poor:
Joint LED Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems. IEEE Internet Things J. 9(8): 6003-6017 (2022) - [j155]Xu Yan, Yingfeng Lu, Zhen Li, Qing Wei, Xin Gao, Sheng Wang, Song Wu, Shuguang Cui:
PointSite: A Point Cloud Segmentation Tool for Identification of Protein Ligand Binding Atoms. J. Chem. Inf. Model. 62(11): 2835-2845 (2022) - [j154]Xiaowen Cao, Guangxu Zhu, Jie Xu, Zhiqin Wang, Shuguang Cui:
Optimized Power Control Design for Over-the-Air Federated Edge Learning. IEEE J. Sel. Areas Commun. 40(1): 342-358 (2022) - [j153]Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui:
Transmission Power Control for Over-the-Air Federated Averaging at Network Edge. IEEE J. Sel. Areas Commun. 40(5): 1571-1586 (2022) - [j152]Qin Shi, Liang Liu, Shuowen Zhang, Shuguang Cui:
Device-Free Sensing in OFDM Cellular Network. IEEE J. Sel. Areas Commun. 40(6): 1838-1853 (2022) - [j151]Yining Wang, Mingzhe Chen, Tao Luo, Walid Saad, Dusit Niyato, H. Vincent Poor, Shuguang Cui:
Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. 40(9): 2598-2613 (2022) - [j150]Sihua Wang, Mingzhe Chen, Zhaohui Yang, Changchuan Yin, Walid Saad, Shuguang Cui, H. Vincent Poor:
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems. IEEE J. Sel. Top. Signal Process. 16(3): 501-515 (2022) - [j149]Ping Zhang, Mugen Peng, Shuguang Cui, Zhaoyang Zhang, Guoqiang Mao, Zhi Quan, Tony Q. S. Quek, Bo Rong:
Theory and techniques for "intellicise" wireless networks. Frontiers Inf. Technol. Electron. Eng. 23(1): 1-4 (2022) - [j148]Zhilong Zhang, Minyin Zeng, Mingzhe Chen, Danpu Liu, Walid Saad, Shuguang Cui, H. Vincent Poor:
Joint User Grouping, Version Selection, and Bandwidth Allocation for Live Video Multicasting. IEEE Trans. Commun. 70(1): 350-365 (2022) - [j147]Dong Du, Xiaoguang Han, Hongbo Fu, Feiyang Wu, Yizhou Yu, Shuguang Cui, Ligang Liu:
SAniHead: Sketching Animal-Like 3D Character Heads Using a View-Surface Collaborative Mesh Generative Network. IEEE Trans. Vis. Comput. Graph. 28(6): 2415-2429 (2022) - [j146]Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui:
Energy-Efficient Wireless Communications With Distributed Reconfigurable Intelligent Surfaces. IEEE Trans. Wirel. Commun. 21(1): 665-679 (2022) - [j145]Lin Bai, Yang Yang, Mingzhe Chen, Chunyan Feng, Caili Guo, Walid Saad, Shuguang Cui:
Computer Vision-Based Localization With Visible Light Communications. IEEE Trans. Wirel. Commun. 21(3): 2051-2065 (2022) - [j144]Yining Wang, Mingzhe Chen, Zhaohui Yang, Walid Saad, Tao Luo, Shuguang Cui, H. Vincent Poor:
Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks. IEEE Trans. Wirel. Commun. 21(9): 7778-7793 (2022) - [j143]Yaping Sun, Jie Xu, Shuguang Cui:
User Association and Resource Allocation for MEC-Enabled IoT Networks. IEEE Trans. Wirel. Commun. 21(10): 8051-8062 (2022) - [j142]Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Qing Liao, Caijun Zhong, Shuguang Cui:
Communication-Efficient Federated Edge Learning via Optimal Probabilistic Device Scheduling. IEEE Trans. Wirel. Commun. 21(10): 8536-8551 (2022) - [j141]Feng Wang, Jie Xu, Vincent K. N. Lau, Shuguang Cui:
Amplify-and-Forward Relaying for Hierarchical Over-the-Air Computation. IEEE Trans. Wirel. Commun. 21(12): 10529-10543 (2022) - 2021
- [j140]Dong Du, Heming Zhu, Yinyu Nie, Xiaoguang Han, Shuguang Cui, Yizhou Yu, Ligang Liu:
Learning Part Generation and Assembly for Sketching Man-Made Objects. Comput. Graph. Forum 40(1): 222-233 (2021) - [j139]Yue Gao, Zihang Song, Han Zhang, Sean Fuller, Andrew Lambert, Zhinong Ying, Petri Mähönen, Yonina C. Eldar, Shuguang Cui, Mark D. Plumbley, Clive Parini, Arumugam Nallanathan:
Sub-Nyquist spectrum sensing and learning challenge. Frontiers Comput. Sci. 15(4): 154504 (2021) - [j138]Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin, Shuguang Cui, H. Vincent Poor:
A Machine Learning Approach for Task and Resource Allocation in Mobile-Edge Computing-Based Networks. IEEE Internet Things J. 8(3): 1358-1372 (2021) - [j137]Yue Xu, Zengde Deng, Mengdi Wang, Wenjun Xu, Anthony Man-Cho So, Shuguang Cui:
Voting-Based Multiagent Reinforcement Learning for Intelligent IoT. IEEE Internet Things J. 8(4): 2681-2693 (2021) - [j136]Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui, H. Vincent Poor:
Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks. IEEE Internet Things J. 8(24): 17460-17475 (2021) - [j135]Jincheng Dai, Kailin Tan, Zhongwei Si, Kai Niu, Mingzhe Chen, H. Vincent Poor, Shuguang Cui:
Learning to Decode Protograph LDPC Codes. IEEE J. Sel. Areas Commun. 39(7): 1983-1999 (2021) - [j134]Boxiao Shen, Chuan Huang, Wenjun Xu, Tingting Yang, Shuguang Cui:
Blind Channel Codes Recognition via Deep Learning. IEEE J. Sel. Areas Commun. 39(8): 2421-2433 (2021) - [j133]Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui:
Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks. IEEE J. Sel. Areas Commun. 39(10): 3177-3192 (2021) - [j132]Han Zhang, Ruisi He, Bo Ai, Shuguang Cui, Haoxiang Zhang:
Measuring Sparsity of Wireless Channels. IEEE Trans. Cogn. Commun. Netw. 7(1): 133-144 (2021) - [j131]Qinglei Kong, Feng Yin, Rongxing Lu, Beibei Li, Xiaohong Wang, Shuguang Cui, Ping Zhang:
Privacy-Preserving Aggregation for Federated Learning-Based Navigation in Vehicular Fog. IEEE Trans. Ind. Informatics 17(12): 8453-8463 (2021) - [j130]Songyang Zhang, Shuguang Cui, Zhi Ding:
Hypergraph Spectral Analysis and Processing in 3D Point Cloud. IEEE Trans. Image Process. 30: 1193-1206 (2021) - [j129]Qinglei Kong, Rongxing Lu, Feng Yin, Shuguang Cui:
Privacy-Preserving Continuous Data Collection for Predictive Maintenance in Vehicular Fog-Cloud. IEEE Trans. Intell. Transp. Syst. 22(8): 5060-5070 (2021) - [j128]Guangyi Liu, Yinghong Liao, Fuyu Wang, Bin Zhang, Lu Zhang, Xiaodan Liang, Xiang Wan, Shaolin Li, Zhen Li, Shuixing Zhang, Shuguang Cui:
Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning. IEEE Trans. Neural Networks Learn. Syst. 32(9): 3786-3797 (2021) - [j127]Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui:
UVeQFed: Universal Vector Quantization for Federated Learning. IEEE Trans. Signal Process. 69: 500-514 (2021) - [j126]Fuwei Li, Lifeng Lai, Shuguang Cui:
On the Adversarial Robustness of LASSO Based Feature Selection. IEEE Trans. Signal Process. 69: 5555-5567 (2021) - [j125]Fuwei Li, Lifeng Lai, Shuguang Cui:
Optimal Feature Manipulation Attacks Against Linear Regression. IEEE Trans. Signal Process. 69: 5580-5594 (2021) - [j124]Xiaochuan Ma, Lifeng Lai, Shuguang Cui:
Two-Stage Bayesian Sequential Change Diagnosis. IEEE Trans. Signal Process. 69: 6131-6147 (2021) - [j123]Qinglei Kong, Rongxing Lu, Feng Yin, Shuguang Cui:
Blockchain-Based Privacy-Preserving Driver Monitoring for MaaS in the Vehicular IoT. IEEE Trans. Veh. Technol. 70(4): 3788-3799 (2021) - [j122]Mingzhe Chen, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui:
A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks. IEEE Trans. Wirel. Commun. 20(1): 269-283 (2021) - [j121]Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui:
Convergence Time Optimization for Federated Learning Over Wireless Networks. IEEE Trans. Wirel. Commun. 20(4): 2457-2471 (2021) - [j120]Xiao Liu, Mingzhe Chen, Yuanwei Liu, Yue Chen, Shuguang Cui, Lajos Hanzo:
Artificial Intelligence Aided Next-Generation Networks Relying on UAVs. IEEE Wirel. Commun. 28(1): 120-127 (2021) - [j119]Guangxu Zhu, Jie Xu, Kaibin Huang, Shuguang Cui:
Over-the-Air Computing for Wireless Data Aggregation in Massive IoT. IEEE Wirel. Commun. 28(4): 57-65 (2021) - [j118]Zhong Yang, Mingzhe Chen, Xiao Liu, Yuanwei Liu, Yue Chen, Shuguang Cui, H. Vincent Poor:
AI-Driven UAV-NOMA-MEC in Next Generation Wireless Networks. IEEE Wirel. Commun. 28(5): 66-73 (2021) - 2020
- [j117]Luoyang Fang, Haonan Wang, Xiang Cheng, Liuqing Yang, Shuguang Cui:
Mobile Privacy: Scalable Ensemble Matching for User Identification Attacks. IEEE Access 8: 97243-97257 (2020) - [j116]Zhidi Lin, Dongliang Duan, Qi Yang, Xuemin Hong, Xiang Cheng, Liuqing Yang, Shuguang Cui:
One-Class Classifier Based Fault Detection in Distribution Systems With Varying Penetration Levels of Distributed Energy Resources. IEEE Access 8: 130023-130035 (2020) - [j115]Yue Xu, Feng Yin, Wenjun Xu, Chia-Han Lee, Jiaru Lin, Shuguang Cui:
Scalable Learning Paradigms for Data-Driven Wireless Communication. IEEE Commun. Mag. 58(10): 81-87 (2020) - [j114]Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui:
Wireless Communications for Collaborative Federated Learning. IEEE Commun. Mag. 58(12): 48-54 (2020) - [j113]Songyang Zhang, Zhi Ding, Shuguang Cui:
Introducing Hypergraph Signal Processing: Theoretical Foundation and Practical Applications. IEEE Internet Things J. 7(1): 639-660 (2020) - [j112]Jiaqi Cao, Tao Peng, Xin Liu, Weiguo Dong, Ran Duan, Yannan Yuan, Wenbo Wang, Shuguang Cui:
Resource Allocation for Ultradense Networks With Machine-Learning-Based Interference Graph Construction. IEEE Internet Things J. 7(3): 2137-2151 (2020) - [j111]Han Zhang, Muhang Lan, Jianhao Huang, Chuan Huang, Shuguang Cui:
Noncoherent Energy-Modulated Massive SIMO in Multipath Channels: A Machine Learning Approach. IEEE Internet Things J. 7(9): 8263-8270 (2020) - [j110]Songyang Zhang, Shuguang Cui, Zhi Ding:
Hypergraph Spectral Clustering for Point Cloud Segmentation. IEEE Signal Process. Lett. 27: 1655-1659 (2020) - [j109]Shiyan Hu, Xin Li, Haibo He, Shuguang Cui, Manish Parashar:
Big Data for Cyber-Physical Systems. IEEE Trans. Big Data 6(4): 606-608 (2020) - [j108]Fuwei Li, Lifeng Lai, Shuguang Cui:
On the Adversarial Robustness of Subspace Learning. IEEE Trans. Signal Process. 68: 1470-1483 (2020) - [j107]Xiaoguang Han, Kangcheng Hou, Dong Du, Yuda Qiu, Shuguang Cui, Kun Zhou, Yizhou Yu:
CaricatureShop: Personalized and Photorealistic Caricature Sketching. IEEE Trans. Vis. Comput. Graph. 26(7): 2349-2361 (2020) - [j106]Yizhe Zhao, Jie Hu, Kun Yang, Shuguang Cui:
Deep Reinforcement Learning Aided Intelligent Access Control in Energy Harvesting Based WLAN. IEEE Trans. Veh. Technol. 69(11): 14078-14082 (2020) - [j105]Danlan Huang, Xiaoming Tao, Chunxiao Jiang, Shuguang Cui, Jianhua Lu:
Trace-Driven QoE-Aware Proactive Caching for Mobile Video Streaming in Metropolis. IEEE Trans. Wirel. Commun. 19(1): 62-76 (2020) - [j104]Feng Wang, Jie Xu, Shuguang Cui:
Optimal Energy Allocation and Task Offloading Policy for Wireless Powered Mobile Edge Computing Systems. IEEE Trans. Wirel. Commun. 19(4): 2443-2459 (2020) - [j103]Zhaorui Wang, Liang Liu, Shuguang Cui:
Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications: Framework, Algorithms, and Analysis. IEEE Trans. Wirel. Commun. 19(10): 6607-6620 (2020) - [j102]Jianhao Huang, Muhang Lan, Han Zhang, Chuan Huang, Wei Zhang, Shuguang Cui:
Design of Noncoherent Communications: From Statistical Method to Machine Learning. IEEE Wirel. Commun. 27(1): 76-83 (2020) - 2019
- [j101]Man Chu, Hang Li, Xuewen Liao, Shuguang Cui:
Reinforcement Learning-Based Multiaccess Control and Battery Prediction With Energy Harvesting in IoT Systems. IEEE Internet Things J. 6(2): 2009-2020 (2019) - [j100]Xiaowen Cao, Feng Wang, Jie Xu, Rui Zhang, Shuguang Cui:
Joint Computation and Communication Cooperation for Energy-Efficient Mobile Edge Computing. IEEE Internet Things J. 6(3): 4188-4200 (2019) - [j99]Man Chu, Xuewen Liao, Hang Li, Shuguang Cui:
Power Control in Energy Harvesting Multiple Access System With Reinforcement Learning. IEEE Internet Things J. 6(5): 9175-9186 (2019) - [j98]Yue Xu, Wenjun Xu, Zhi Wang, Jiaru Lin, Shuguang Cui:
Load Balancing for Ultradense Networks: A Deep Reinforcement Learning-Based Approach. IEEE Internet Things J. 6(6): 9399-9412 (2019) - [j97]Yuan Ma, Yue Gao, Chen Fu, Wenge Rong, Zhang Xiong, Shuguang Cui:
TV White Space Spectrum Analysis Based on Machine Learning. J. Commun. Inf. Networks 4(2): 68-80 (2019) - [j96]Yue Xu, Feng Yin, Wenjun Xu, Jiaru Lin, Shuguang Cui:
Wireless Traffic Prediction With Scalable Gaussian Process: Framework, Algorithms, and Verification. IEEE J. Sel. Areas Commun. 37(6): 1291-1306 (2019) - [j95]Ang Xie, Feng Yin, Yue Xu, Bo Ai, Tianshi Chen, Shuguang Cui:
Distributed Gaussian Processes Hyperparameter Optimization for Big Data Using Proximal ADMM. IEEE Signal Process. Lett. 26(8): 1197-1201 (2019) - [j94]Han Zhang, Bo Ai, Wenjun Xu, Easton Li Xu, Shuguang Cui:
Multi-Antenna Channel Interpolation via Tucker Decomposed Extreme Learning Machine. IEEE Trans. Veh. Technol. 68(7): 7160-7163 (2019) - [j93]Jianhui Ma, Chuan Huang, Shuguang Cui, Qiang Li:
Energy Efficiency of Amplify-and-Forward Full-Duplex Relay Channels. IEEE Wirel. Commun. Lett. 8(5): 1365-1368 (2019) - 2018
- [j92]Qilian Yu, Hang Li, Yun Liao, Shuguang Cui:
Fast Budgeted Influence Maximization Over Multi-Action Event Logs. IEEE Access 6: 14367-14378 (2018) - [j91]Qilian Yu, Easton Li Xu, Shuguang Cui:
Streaming Algorithms for News and Scientific Literature Recommendation: Monotone Submodular Maximization With a $d$ -Knapsack Constraint. IEEE Access 6: 53736-53747 (2018) - [j90]Di Li, Soummya Kar, Shuguang Cui:
Distributed Quickest Detection in Sensor Networks via Two-Layer Large Deviation Analysis. IEEE Internet Things J. 5(2): 930-942 (2018) - [j89]Shuguang Cui, Liuqing Yang, Xiang Cheng:
Guest Editorial: Special Issue on AI Powered Network Management: Data-Driven Approaches Under Resource Constraints. IEEE Internet Things J. 5(6): 4233-4236 (2018) - [j88]Zhi Wang, Lihua Li, Yue Xu, Hui Tian, Shuguang Cui:
Handover Control in Wireless Systems via Asynchronous Multiuser Deep Reinforcement Learning. IEEE Internet Things J. 5(6): 4296-4307 (2018) - [j87]Feng Yin, Shuqing Lin, Chuxin Piao, Shuguang Cui:
Fast Maximum Entropy Machine for Big Imbalanced Datasets. J. Commun. Inf. Networks 3(3): 20-30 (2018) - [j86]Yixian Liu, Yingbin Liang, Shuguang Cui:
Data-Driven Nonparametric Existence and Association Problems. IEEE Trans. Signal Process. 66(24): 6377-6389 (2018) - [j85]Xingjian Zhang, Yuan Ma, Yue Gao, Shuguang Cui:
Real-Time Adaptively Regularized Compressive Sensing in Cognitive Radio Networks. IEEE Trans. Veh. Technol. 67(2): 1146-1157 (2018) - [j84]Feng Wang, Jie Xu, Xin Wang, Shuguang Cui:
Joint Offloading and Computing Optimization in Wireless Powered Mobile-Edge Computing Systems. IEEE Trans. Wirel. Commun. 17(3): 1784-1797 (2018) - [j83]Shuai Ma, Easton Li Xu, Amir Salimi, Shuguang Cui:
A Novel Pilot Assignment Scheme in Massive MIMO Networks. IEEE Wirel. Commun. Lett. 7(2): 262-265 (2018) - [j82]Chen Qiu, Yanyan Zhang, Zhiyong Feng, Ping Zhang, Shuguang Cui:
Spatio-Temporal Wireless Traffic Prediction With Recurrent Neural Network. IEEE Wirel. Commun. Lett. 7(4): 554-557 (2018) - [j81]Kezhong Zhang, Easton Li Xu, Han Zhang, Zhiyong Feng, Shuguang Cui:
Data Driven Automatic Modulation Classification via Dictionary Learning. IEEE Wirel. Commun. Lett. 7(4): 586-589 (2018) - 2017
- [j80]Hang Li, Chuan Huang, Shuguang Cui:
Multiuser Gain in Energy Harvesting Wireless Communications. IEEE Access 5: 10052-10061 (2017) - [j79]Xiang Cheng, Luoyang Fang, Liuqing Yang, Shuguang Cui:
Mobile Big Data: The Fuel for Data-Driven Wireless. IEEE Internet Things J. 4(5): 1489-1516 (2017) - [j78]Dan Lv, Ali Eslami, Shuguang Cui:
Load-Dependent Cascading Failures in Finite-Size Erdös-Rényi Random Networks. IEEE Trans. Netw. Sci. Eng. 4(2): 129-139 (2017) - [j77]Qing Zhou, Di Li, Soummya Kar, Lauren M. Huie, H. Vincent Poor, Shuguang Cui:
Learning-Based Distributed Detection-Estimation in Sensor Networks With Unknown Sensor Defects. IEEE Trans. Signal Process. 65(1): 130-145 (2017) - [j76]Easton Li Xu, Xiaoning Qian, Tie Liu, Shuguang Cui:
Detection of Cooperative Interactions in Logistic Regression Models. IEEE Trans. Signal Process. 65(7): 1765-1780 (2017) - [j75]Weijia Han, Huiyan Sang, Xiao Ma, Jiandong Li, Yanyan Zhang, Shuguang Cui:
Sensing Statistical Primary Network Patterns via Bayesian Network Structure Learning. IEEE Trans. Veh. Technol. 66(4): 3143-3157 (2017) - 2016
- [j74]Shuguang Cui, John S. Thompson, Tomohiko Taniguchi, Latif Ladid, Jie Li, Andrew W. Eckford, Vincent W. S. Wong:
Guest Editorial Emerging Technologies. IEEE J. Sel. Areas Commun. 34(3): 457-459 (2016) - [j73]Chuan Huang, Junshan Zhang, H. Vincent Poor, Shuguang Cui:
Delay-Energy Tradeoff in Multicast Scheduling for Green Cellular Systems. IEEE J. Sel. Areas Commun. 34(5): 1235-1249 (2016) - [j72]Yuan Ma, Yue Gao, Ying-Chang Liang, Shuguang Cui:
Reliable and Efficient Sub-Nyquist Wideband Spectrum Sensing in Cooperative Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 34(10): 2750-2762 (2016) - [j71]Z. Jane Wang, Wade Trappe, Shuguang Cui:
A Feature Article Cluster on Brain Signal Analytics: Analytical Approaches to Enhanced Understanding of Brain Function From the Editors. IEEE Signal Process. Mag. 33(3): 12-13 (2016) - [j70]Ali Eslami, Chuan Huang, Junshan Zhang, Shuguang Cui:
Cascading Failures in Load-Dependent Finite-Size Random Geometric Networks. IEEE Trans. Netw. Sci. Eng. 3(4): 183-196 (2016) - [j69]Hang Li, Chuan Huang, Ping Zhang, Shuguang Cui, Junshan Zhang:
Distributed Opportunistic Scheduling for Energy Harvesting Based Wireless Networks: A Two-Stage Probing Approach. IEEE/ACM Trans. Netw. 24(3): 1618-1631 (2016) - [j68]Hongjian Sun, Arumugam Nallanathan, Shuguang Cui, Cheng-Xiang Wang:
Cooperative Wideband Spectrum Sensing Over Fading Channels. IEEE Trans. Veh. Technol. 65(3): 1382-1394 (2016) - 2015
- [j67]Hang Li, Jie Xu, Rui Zhang, Shuguang Cui:
A general utility optimization framework for energy-harvesting-based wireless communications. IEEE Commun. Mag. 53(4): 79-85 (2015) - [j66]Suzhi Bi, Rui Zhang, Zhi Ding, Shuguang Cui:
Wireless communications in the era of big data. IEEE Commun. Mag. 53(10): 190-199 (2015) - [j65]Zhu Han, Mehdi Bennis, Dan Wang, Taekyoung Kwon, Shuguang Cui:
Special issue on big data networking-challenges and applications. J. Commun. Networks 17(6): 545-548 (2015) - [j64]Dan Zhao, Chuan Huang, Yue Chen, Fuad E. Alsaadi, Shuguang Cui:
Resource Allocation for Multiple Access Channel With Conferencing Links and Shared Renewable Energy Sources. IEEE J. Sel. Areas Commun. 33(3): 423-437 (2015) - [j63]Weijia Han, Chuan Huang, Jiandong Li, Zan Li, Shuguang Cui:
Correlation-Based Spectrum Sensing With Oversampling in Cognitive Radio. IEEE J. Sel. Areas Commun. 33(5): 788-802 (2015) - [j62]Daniel Zahavi, Lili Zhang, Ivana Maric, Ron Dabora, Andrea J. Goldsmith, Shuguang Cui:
Diversity-Multiplexing Tradeoff for the Interference Channel With a Relay. IEEE Trans. Inf. Theory 61(2): 963-982 (2015) - [j61]Di Li, Soummya Kar, José M. F. Moura, H. Vincent Poor, Shuguang Cui:
Distributed Kalman Filtering Over Massive Data Sets: Analysis Through Large Deviations of Random Riccati Equations. IEEE Trans. Inf. Theory 61(3): 1351-1372 (2015) - [j60]Amir Salimi, Tie Liu, Shuguang Cui:
Generalized Cut-Set Bounds for Broadcast Networks. IEEE Trans. Inf. Theory 61(6): 2983-2996 (2015) - [j59]Armin Banaei, Daren B. H. Cline, Costas N. Georghiades, Shuguang Cui:
On Asymptotic Statistics for Geometric Routing Schemes in Wireless Ad Hoc Networks. IEEE/ACM Trans. Netw. 23(2): 559-573 (2015) - [j58]Di Li, Soummya Kar, Fuad E. Alsaadi, Abdullah M. Dobaie, Shuguang Cui:
Distributed Kalman Filtering With Quantized Sensing State. IEEE Trans. Signal Process. 63(19): 5180-5193 (2015) - [j57]Yanyan Zhang, Weijia Han, Di Li, Ping Zhang, Shuguang Cui:
Power Versus Spectrum 2-D Sensing in Energy Harvesting Cognitive Radio Networks. IEEE Trans. Signal Process. 63(23): 6200-6212 (2015) - [j56]Chun-Hung Liu, Beiyu Rong, Shuguang Cui:
Optimal Discrete Power Control in Poisson-Clustered Ad Hoc Networks. IEEE Trans. Wirel. Commun. 14(1): 138-151 (2015) - [j55]Min Sheng, Weijia Han, Chuan Huang, Jiandong Li, Shuguang Cui:
Video delivery in heterogenous crans: architectures and strategies. IEEE Wirel. Commun. 22(3): 14-21 (2015) - 2014
- [j54]Dongliang Duan, Liuqing Yang, Shuguang Cui:
Spectrum Sensing: To Cooperate or Not to Cooperate? EAI Endorsed Trans. Wirel. Spectr. 1(1): e3 (2014) - [j53]Ahsan Aziz, Christopher Thron, Shuguang Cui, Costas N. Georghiades:
Linearized Robust Beamforming for Two-Way Relay Systems. IEEE Signal Process. Lett. 21(8): 1017-1021 (2014) - [j52]Yang Zhou, Tao Jiang, Chuan Huang, Shuguang Cui:
Peak-to-Average Power Ratio Reduction for OFDM/OQAM Signals via Alternative-Signal Method. IEEE Trans. Veh. Technol. 63(1): 494-499 (2014) - [j51]Chuan Huang, Rui Zhang, Shuguang Cui:
Optimal Power Allocation for Outage Probability Minimization in Fading Channels with Energy Harvesting Constraints. IEEE Trans. Wirel. Commun. 13(2): 1074-1087 (2014) - [j50]Armin Banaei, Costas N. Georghiades, Shuguang Cui:
Large Overlaid Cognitive Radio Networks: From Throughput Scaling to Asymptotic Multiplexing Gain. IEEE Trans. Wirel. Commun. 13(6): 3042-3055 (2014) - [j49]Chuan Huang, Rui Zhang, Shuguang Cui:
Optimal Power Allocation for Wireless Sensor Networks with Outage Constraint. IEEE Wirel. Commun. Lett. 3(2): 209-212 (2014) - 2013
- [j48]Chuan Huang, Rui Zhang, Shuguang Cui:
Throughput Maximization for the Gaussian Relay Channel with Energy Harvesting Constraints. IEEE J. Sel. Areas Commun. 31(8): 1469-1479 (2013) - [j47]Meng Zeng, Rui Zhang, Shuguang Cui:
Outage Capacity and Optimal Transmission for Dying Channels. IEEE Trans. Commun. 61(1): 357-367 (2013) - [j46]Chuan Huang, Shuguang Cui:
On the Alternative Relaying Gaussian Diamond Channel with Conferencing Links. IEEE Trans. Wirel. Commun. 12(2): 758-768 (2013) - [j45]Chuan Huang, Meng Zeng, Shuguang Cui:
Source Power Allocation and Relaying Design for Two-Hop Interference Networks with Relay Conferencing. IEEE Trans. Wirel. Commun. 12(7): 3213-3225 (2013) - [j44]Lili Zhang, Jinhua Jiang, Shuguang Cui:
Gaussian Interference Channel with State Information. IEEE Trans. Wirel. Commun. 12(8): 4058-4071 (2013) - 2012
- [j43]Long Gao, Rui Zhang, Changchuan Yin, Shuguang Cui:
Throughput and Delay Scaling in Supportive Two-Tier Networks. IEEE J. Sel. Areas Commun. 30(2): 415-424 (2012) - [j42]Shuguang Cui, Zhu Han, Soummya Kar, Tùng T. Kim, H. Vincent Poor, Ali Tajer:
Coordinated Data-Injection Attack and Detection in the Smart Grid: A Detailed Look at Enriching Detection Solutions. IEEE Signal Process. Mag. 29(5): 106-115 (2012) - [j41]Meng Zeng, A. Robert Calderbank, Shuguang Cui:
On Design of Rateless Codes over Dying Binary Erasure Channel. IEEE Trans. Commun. 60(4): 889-894 (2012) - [j40]Chuan Huang, Jinhua Jiang, Shuguang Cui:
Asymptotic Capacity of Large Relay Networks with Conferencing Links. IEEE Trans. Commun. 60(5): 1193-1198 (2012) - [j39]Chuan Huang, Jinhua Jiang, Shuguang Cui:
On the Achievable Rates of the Diamond Relay Channel with Conferencing Links. IEEE Trans. Commun. 60(7): 1838-1850 (2012) - 2011
- [j38]Shuguang Cui, Robert W. Heath Jr., Geert Leus:
Signal Processing for Networking and Communications [In the Spotlight]. IEEE Signal Process. Mag. 28(5): 151-152 (2011) - [j37]Lili Zhang, Jinhua Jiang, Andrea J. Goldsmith, Shuguang Cui:
Study of Gaussian Relay Channels with Correlated Noises. IEEE Trans. Commun. 59(3): 863-876 (2011) - [j36]Chuan Huang, Jinhua Jiang, Shuguang Cui:
Asymptotic Capacity of Large Fading Relay Networks with Random Node Failures. IEEE Trans. Commun. 59(8): 2306-2315 (2011) - [j35]Meng Zeng, Rui Zhang, Shuguang Cui:
On Design of Collaborative Beamforming for Two-Way Relay Networks. IEEE Trans. Signal Process. 59(5): 2284-2295 (2011) - [j34]Jiaming Qiu, Rui Zhang, Zhi-Quan Luo, Shuguang Cui:
Optimal Distributed Beamforming for MISO Interference Channels. IEEE Trans. Signal Process. 59(11): 5638-5643 (2011) - 2010
- [j33]Charalambos D. Charalambous, Shuguang Cui:
A biologically inspired networking model for wireless sensor networks. IEEE Netw. 24(3): 6-13 (2010) - [j32]Rui Zhang, Ying-Chang Liang, Shuguang Cui:
Dynamic Resource Allocation in Cognitive Radio Networks. IEEE Signal Process. Mag. 27(3): 102-114 (2010) - [j31]Lan Zhang, Rui Zhang, Ying-Chang Liang, Yan Xin, Shuguang Cui:
On the relationship between the multi-antenna secrecy communications and cognitive radio communications. IEEE Trans. Commun. 58(6): 1877-1886 (2010) - [j30]Changchuan Yin, Long Gao, Shuguang Cui:
Scaling Laws for Overlaid Wireless Networks: A Cognitive Radio Network versus a Primary Network. IEEE/ACM Trans. Netw. 18(4): 1317-1329 (2010) - [j29]Zhi Quan, Wing-Kin Ma, Shuguang Cui, Ali H. Sayed:
Optimal linear fusion for distributed detection via semidefinite programming. IEEE Trans. Signal Process. 58(4): 2431-2436 (2010) - [j28]Rui Zhang, Shuguang Cui:
Cooperative interference management with MISO beamforming. IEEE Trans. Signal Process. 58(10): 5450-5458 (2010) - [j27]Xiangming Li, Tao Jiang, Shuguang Cui, Jianping An, Qian Zhang:
Cooperative communications based on rateless network coding in distributed MIMO systems. IEEE Wirel. Commun. 17(3): 60-67 (2010) - [j26]Mohammad Zakariya Siam, Marwan Krunz, Shuguang Cui, Alaa Muqattash:
Energy-efficient protocols for wireless networks with adaptive MIMO capabilities. Wirel. Networks 16(1): 199-212 (2010) - 2009
- [j25]Sergiy A. Vorobyov, Shuguang Cui, Yonina C. Eldar, Wing-Kin Ma, Wolfgang Utschick:
Optimization Techniques in Wireless Communications. EURASIP J. Wirel. Commun. Netw. 2009 (2009) - [j24]Rui Zhang, Ying-Chang Liang, Chin Choy Chai, Shuguang Cui:
Optimal beamforming for two-way multi-antenna relay channel with analogue network coding. IEEE J. Sel. Areas Commun. 27(5): 699-712 (2009) - [j23]Rui Zhang, Shuguang Cui, Ying-Chang Liang:
On ergodic sum capacity of fading cognitive multiple-access and broadcast channels. IEEE Trans. Inf. Theory 55(11): 5161-5178 (2009) - [j22]Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor:
Optimal Multiband Joint Detection for Spectrum Sensing in Cognitive Radio Networks. IEEE Trans. Signal Process. 57(3): 1128-1140 (2009) - [j21]Hyoung-Soo Kim, Jing Wang, Peili Cai, Shuguang Cui:
Detection outage and detection diversity in a homogeneous distributed sensor network. IEEE Trans. Signal Process. 57(7): 2875-2881 (2009) - [j20]Long Gao, Shuguang Cui:
Power and Rate Control for Delay-Constrained Cognitive Radios Via Dynamic Programming. IEEE Trans. Veh. Technol. 58(9): 4819-4827 (2009) - 2008
- [j19]Zhi Quan, Shuguang Cui, Ali H. Sayed:
Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks. IEEE J. Sel. Top. Signal Process. 2(1): 28-40 (2008) - [j18]Fan Wang, Marwan Krunz, Shuguang Cui:
Price-Based Spectrum Management in Cognitive Radio Networks. IEEE J. Sel. Top. Signal Process. 2(1): 74-87 (2008) - [j17]Zhi Quan, Shuguang Cui, H. Vincent Poor, Ali H. Sayed:
Collaborative wideband sensing for cognitive radios. IEEE Signal Process. Mag. 25(6): 60-73 (2008) - [j16]Jinjun Xiao, Shuguang Cui, Zhi-Quan Luo, Andrea J. Goldsmith:
Linear Coherent Decentralized Estimation. IEEE Trans. Signal Process. 56(2): 757-770 (2008) - [j15]Wenbin Guo, Shuguang Cui:
A q-Parameterized Deterministic Annealing EM Algorithm Based on Nonextensive Statistical Mechanics. IEEE Trans. Signal Process. 56(7-2): 3069-3080 (2008) - [j14]Wenbin Guo, Jinjun Xiao, Shuguang Cui:
An Efficient Water-Filling Solution for Linear Coherent Joint Estimation. IEEE Trans. Signal Process. 56(10-2): 5301-5305 (2008) - [j13]Zhong Zhou, Shengli Zhou, Shuguang Cui, Jun-Hong Cui:
Energy-Efficient Cooperative Communication in a Clustered Wireless Sensor Network. IEEE Trans. Veh. Technol. 57(6): 3618-3628 (2008) - [j12]Long Gao, Shuguang Cui:
Efficient subcarrier, power, and rate allocation with fairness consideration for OFDMA uplink. IEEE Trans. Wirel. Commun. 7(5-1): 1507-1511 (2008) - [j11]Robert Zhong Zhou, Shengli Zhou, Jun-Hong Cui, Shuguang Cui:
Energy-Efficient Cooperative Communication Based on Power Control and Selective Single-Relay in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 7(8): 3066-3078 (2008) - 2007
- [j10]Ritesh Madan, Shuguang Cui, Sanjay Lall, Andrea J. Goldsmith:
Modeling and optimization of transmission schemes in energy-constrained wireless sensor networks. IEEE/ACM Trans. Netw. 15(6): 1359-1372 (2007) - [j9]Shuguang Cui, Jinjun Xiao, Andrea J. Goldsmith, Zhi-Quan Luo, H. Vincent Poor:
Estimation Diversity and Energy Efficiency in Distributed Sensing. IEEE Trans. Signal Process. 55(9): 4683-4695 (2007) - [j8]Alan Pak Tao Lau, Shuguang Cui:
Joint Power Minimization in Wireless Relay Channels. IEEE Trans. Wirel. Commun. 6(8): 2820-2824 (2007) - [j7]Shuguang Cui, Ritesh Madan, Andrea J. Goldsmith, Sanjay Lall:
Cross-Layer Energy and Delay Optimization in Small-Scale Sensor Networks. IEEE Trans. Wirel. Commun. 6(10): 3688-3699 (2007) - 2006
- [j6]Shuguang Cui, Andrea J. Goldsmith:
Cross-layer design of energy-constrained networks using cooperative MIMO techniques. Signal Process. 86(8): 1804-1814 (2006) - [j5]Jinjun Xiao, Shuguang Cui, Zhi-Quan Luo, Andrea J. Goldsmith:
Power scheduling of universal decentralized estimation in sensor networks. IEEE Trans. Signal Process. 54(2): 413-422 (2006) - [j4]Ritesh Madan, Shuguang Cui, Sanjay Lall, Andrea J. Goldsmith:
Cross-Layer Design for Lifetime Maximization in Interference-Limited Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 5(11): 3142-3152 (2006) - 2005
- [j3]Shuguang Cui, Mikalai Kisialiou, Zhi-Quan Luo, Zhi Ding:
Robust blind multiuser detection against signature waveform mismatch based on second-order cone programming. IEEE Trans. Wirel. Commun. 4(4): 1285-1291 (2005) - [j2]Shuguang Cui, Andrea J. Goldsmith, Ahmad Bahai:
Energy-constrained modulation optimization. IEEE Trans. Wirel. Commun. 4(5): 2349-2360 (2005) - 2004
- [j1]Shuguang Cui, Andrea J. Goldsmith, Ahmad Bahai:
Energy-efficiency of MIMO and cooperative MIMO techniques in sensor networks. IEEE J. Sel. Areas Commun. 22(6): 1089-1098 (2004)
Conference and Workshop Papers
- 2024
- [c265]Jun Wei, S. Kevin Zhou, Shuguang Cui, Zhen Li:
WeakPCSOD: Overcoming the Bias of Box Annotations for Weakly Supervised Point Cloud Salient Object Detection. AAAI 2024: 5894-5902 - [c264]Haiming Zhang, Xu Yan, Dongfeng Bai, Jiantao Gao, Pan Wang, Bingbing Liu, Shuguang Cui, Zhen Li:
RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation. AAAI 2024: 7060-7068 - [c263]Yuncheng Jiang, Zixun Zhang, Jun Wei, Chun-Mei Feng, Guanbin Li, Xiang Wan, Shuguang Cui, Zhen Li:
Let Video Teaches You More: Video-to-Image Knowledge Distillation using Detection TRansformer for Medical Video Lesion Detection. BIBM 2024: 944-949 - [c262]Yiwen Hu, Jun Wei, Yuncheng Jiang, Haoyang Li, Shuguang Cui, Zhen Li, Song Wu:
MixPolyp: Integrating Mask, Box and Scribble Supervision for Enhanced Polyp Segmentation. BIBM 2024: 3289-3292 - [c261]Zhangyang Xiong, Chenghong Li, Kenkun Liu, Hongjie Liao, Jianqiao Hu, Junyi Zhu, Shuliang Ning, Lingteng Qiu, Chongjie Wang, Shijie Wang, Shuguang Cui, Xiaoguang Han:
MVHumanNet: A Large-Scale Dataset of Multi-View Daily Dressing Human Captures. CVPR 2024: 19801-19811 - [c260]Yushuang Wu, Luyue Shi, Junhao Cai, Weihao Yuan, Lingteng Qiu, Zilong Dong, Liefeng Bo, Shuguang Cui, Xiaoguang Han:
IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images. CVPR 2024: 20432-20442 - [c259]Zhihao Yuan, Jinke Ren, Chun-Mei Feng, Hengshuang Zhao, Shuguang Cui, Zhen Li:
Visual Programming for Zero-Shot Open-Vocabulary 3D Visual Grounding. CVPR 2024: 20623-20633 - [c258]Yuqi Zhang, Guanying Chen, Jiaxing Chen, Shuguang Cui:
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery. CVPR 2024: 21092-21103 - [c257]Hongbin Lin, Yifan Zhang, Shuaicheng Niu, Shuguang Cui, Zhen Li:
MonoTTA: Fully Test-Time Adaptation for Monocular 3D Object Detection. ECCV (44) 2024: 96-114 - [c256]Zizheng Yan, Jiapeng Zhou, Fanpeng Meng, Yushuang Wu, Lingteng Qiu, Zisheng Ye, Shuguang Cui, Guanying Chen, Xiaoguang Han:
DreamDissector: Learning Disentangled Text-to-3D Generation from 2D Diffusion Priors. ECCV (12) 2024: 124-141 - [c255]Minhao Zhu, Yifei Sun, Lizhao You, Zhaorui Wang, Ya-Feng Liu, Shuguang Cui:
Rethinking Grant-Free Protocol in mMTC. GLOBECOM 2024: 1845-1850 - [c254]Yingbin Zhou, Yaping Sun, Guanying Chen, Xiaodong Xu, Hao Chen, Binhong Huang, Shuguang Cui, Ping Zhang:
MOC-RVQ: Multilevel Codebook-Assisted Digital Generative Semantic Communication. GLOBECOM 2024: 2078-2083 - [c253]Shuling Li, Yaping Sun, Jinbei Zhang, Kechao Cai, Hao Chen, Shuguang Cui, Xiaodong Xu:
Cooperative Semantic Knowledge Base Update Policy for Multiple Semantic Communication Pairs. GLOBECOM 2024: 2178-2183 - [c252]Nan Xue, Yaping Sun, Zhiyong Chen, Meixia Tao, Xiaodong Xu, Liang Qian, Shuguang Cui, Ping Zhang:
WDMoE: Wireless Distributed Large Language Models with Mixture of Experts. GLOBECOM 2024: 2707-2712 - [c251]Mingxiao Li, Rui Jin, Liyao Xiang, Kaiming Shen, Shuguang Cui:
CROSSWORD: A Semantic Approach To Text Compression Via Masking. ICASSP 2024: 9171-9175 - [c250]Yao Tang, Guangxu Zhu, Wei Xu, Man Hon Cheung, Tat-Ming Lok, Shuguang Cui:
Integrating Sensing, Communication, and Computation in the Sky. ICASSP 2024: 12886-12890 - [c249]Xiangyu Gao, Yaping Sun, Dongyu Wei, Xiaodong Xu, Hao Chen, Hao Yin, Shuguang Cui:
Learning for Semantic Knowledge Base-Guided Online Feature Transmission in Dynamic Channels. ICC 2024: 1035-1040 - [c248]Shuling Li, Yaping Sun, Jinbei Zhang, Kechao Cai, Shuguang Cui, Xiaodong Xu:
End-to-End Generative Semantic Communication Powered by Shared Semantic Knowledge Base. ICC Workshops 2024: 1067-1072 - [c247]Zezhong Zhang, Guangxu Zhu, Junting Chen, Shuguang Cui:
Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN. ICC Workshops 2024: 1641-1646 - [c246]Yueru Luo, Shuguang Cui, Zhen Li:
DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation. ICLR 2024 - [c245]Guangyi Liu, Yu Wang, Zeyu Feng, Qiyu Wu, Liping Tang, Yuan Gao, Zhen Li, Shuguang Cui, Julian J. McAuley, Zichao Yang, Eric P. Xing, Zhiting Hu:
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding. ICML 2024 - [c244]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Gui Gui, Shuguang Cui, Jinke Ren:
Scalable Federated Unlearning via Isolated and Coded Sharding. IJCAI 2024: 4551-4559 - [c243]Peigen Ye, Yaping Sun, Shumin Yao, Hao Chen, Xiaodong Xu, Shuguang Cui:
Codebook-Enabled Generative End-to-End Semantic Communication Powered by Transformer. INFOCOM (Workshops) 2024: 1-6 - [c242]Yuncheng Jiang, Yiwen Hu, Zixun Zhang, Jun Wei, Chun-Mei Feng, Xuemei Tang, Xiang Wan, Yong Liu, Shuguang Cui, Zhen Li:
Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development. MICCAI (8) 2024: 732-742 - [c241]Chaoda Zheng, Feng Wang, Naiyan Wang, Shuguang Cui, Zhen Li:
Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection. NeurIPS 2024 - [c240]Duo Wu, Xianda Wang, Yaqi Qiao, Zhi Wang, Junchen Jiang, Shuguang Cui, Fangxin Wang:
NetLLM: Adapting Large Language Models for Networking. SIGCOMM 2024: 661-678 - [c239]Zizheng Yan, Yushuang Wu, Yipeng Qin, Xiaoguang Han, Shuguang Cui, Guanbin Li:
Universal Semi-supervised Model Adaptation via Collaborative Consistency Training. WACV 2024: 861-871 - [c238]Siyao Zhang, Xinmin Li, Yin Long, Jie Xu, Shuguang Cui:
Optimized Joint Beamforming for Wireless Powered Over-the-Air Computation. WCNC 2024: 1-6 - 2023
- [c237]Shuliang Ning, Mengcheng Lan, Yanran Li, Chaofeng Chen, Qian Chen, Xunlai Chen, Xiaoguang Han, Shuguang Cui:
MIMO Is All You Need：A Strong Multi-in-Multi-Out Baseline for Video Prediction. AAAI 2023: 1975-1983 - [c236]Yinghong Liao, Wending Zhou, Xu Yan, Zhen Li, Yizhou Yu, Shuguang Cui:
Geometry-Aware Network for Domain Adaptive Semantic Segmentation. AAAI 2023: 8755-8763 - [c235]Haoning Zhang, Junwei Bao, Haipeng Sun, Youzheng Wu, Wenye Li, Shuguang Cui, Xiaodong He:
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking. ACL (Findings) 2023: 520-534 - [c234]Yu Lu, Junwei Bao, Zichen Ma, Xiaoguang Han, Youzheng Wu, Shuguang Cui, Xiaodong He:
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets. ACL (Findings) 2023: 10538-10549 - [c233]Xianggang Yu, Mutian Xu, Yidan Zhang, Haolin Liu, Chongjie Ye, Yushuang Wu, Zizheng Yan, Chenming Zhu, Zhangyang Xiong, Tianyou Liang, Guanying Chen, Shuguang Cui, Xiaoguang Han:
MVImgNet: A Large-scale Dataset of Multi-view Images. CVPR 2023: 9150-9161 - [c232]Wending Zhou, Xu Yan, Yinghong Liao, Yuankai Lin, Jin Huang, Gangming Zhao, Shuguang Cui, Zhen Li:
BEV@DC: Bird's-Eye View Assisted Training for Depth Completion. CVPR 2023: 9233-9242 - [c231]Yujian Zheng, Zirong Jin, Moran Li, Haibin Huang, Chongyang Ma, Shuguang Cui, Xiaoguang Han:
HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling. CVPR 2023: 12726-12735 - [c230]Yushuang Wu, Zizheng Yan, Ce Chen, Lai Wei, Xiao Li, Guanbin Li, Yihao Li, Shuguang Cui, Xiaoguang Han:
SCoDA: Domain Adaptive Shape Completion for Real Scans. CVPR 2023: 17630-17641 - [c229]Guangyi Liu, Zeyu Feng, Yuan Gao, Zichao Yang, Xiaodan Liang, Junwei Bao, Xiaodong He, Shuguang Cui, Zhen Li, Zhiting Hu:
Composable Text Controls in Latent Space with ODEs. EMNLP 2023: 16543-16570 - [c228]Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui:
Semantic Communications for Joint Image Recovery and Classification. GLOBECOM (Workshops) 2023: 1579-1584 - [c227]Xiangyu Gao, Yaping Sun, Hao Chen, Xiaodong Xu, Shuguang Cui:
Soft Actor-Critic Learning-Based Joint Computing, Pushing, and Caching Framework in MEC Networks. GLOBECOM 2023: 1675-1680 - [c226]Yaping Sun, Hao Chen, Xiaodong Xu, Ping Zhang, Shuguang Cui:
Zero-Shot Multi-Level Feature Transmission Policy Powered by Semantic Knowledge Base. GLOBECOM 2023: 2069-2074 - [c225]Yuan Fang, Siyao Zhang, Xinmin Li, Jie Xu, Shuguang Cui:
Multi-IRS-Enabled Integrated Sensing and Communications with Point Targets. GLOBECOM 2023: 6517-6522 - [c224]Zhidi Lin, Lei Cheng, Feng Yin, Lexi Xu, Shuguang Cui:
Output-Dependent Gaussian Process State-Space Model. ICASSP 2023: 1-5 - [c223]Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. ICC 2023: 3608-3613 - [c222]Peixi Liu, Guangxu Zhu, Shuai Wang, Miaowen Wen, Wu Luo, H. Vincent Poor, Shuguang Cui:
Federated Edge Learning via Integrated Sensing, Computation, and Communication. ICC 2023: 5749-5754 - [c221]Yueru Luo, Chaoda Zheng, Xu Yan, Tang Kun, Chao Zheng, Shuguang Cui, Zhen Li:
LATR: 3D Lane Detection from Monocular Images with Transformer. ICCV 2023: 7907-7918 - [c220]Zhangyang Xiong, Di Kang, Derong Jin, Weikai Chen, Linchao Bao, Shuguang Cui, Xiaoguang Han:
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors. ICCV 2023: 9253-9263 - [c219]Yushuang Wu, Xiao Li, Jinglu Wang, Xiaoguang Han, Shuguang Cui, Yan Lu:
Efficient View Synthesis with Neural Radiance Distribution Field. ICCV 2023: 18460-18469 - [c218]Yuanyuan Du, Jianan Zhang, Jie Xu, Xiang Cheng, Shuguang Cui:
Global Map Assisted Multi-Agent Collision Avoidance via Deep Reinforcement Learning around Complex Obstacles. IROS 2023: 298-305 - [c217]Yuncheng Jiang, Zixun Zhang, Ruimao Zhang, Guanbin Li, Shuguang Cui, Zhen Li:
YONA: You Only Need One Adjacent Reference-Frame for Accurate and Fast Video Polyp Detection. MICCAI (5) 2023: 44-54 - [c216]Jun Wei, Yiwen Hu, Shuguang Cui, S. Kevin Zhou, Zhen Li:
WeakPolyp: You only Look Bounding Box for Polyp Segmentation. MICCAI (3) 2023: 757-766 - [c215]Weibing Zhao, Haiming Zhang, Chaoda Zheng, Xu Yan, Shuguang Cui, Zhen Li:
CPU: Codebook Lookup Transformer with Knowledge Distillation for Point Cloud Upsampling. ACM Multimedia 2023: 3917-3925 - [c214]Junhua Liu, Yuanyuan Wang, Yan Wang, Yufeng Wang, Shuguang Cui, Fangxin Wang:
Mobile Volumetric Video Streaming System through Implicit Neural Representation. EMS@SIGCOMM 2023: 1-7 - [c213]Junhua Liu, Boxiang Zhu, Fangxin Wang, Yili Jin, Wenyi Zhang, Zihan Xu, Shuguang Cui:
CaV3: Cache-assisted Viewport Adaptive Volumetric Video Streaming. VR 2023: 173-183 - [c212]Jian Gao, Xiaoqi Qin, Jincheng Dai, Nan Ma, Shuguang Cui, Ping Zhang:
Transmit for Real-Time Gains: A Task-Oriented Scheme to Balance Timeliness and Reliability. WCSP 2023: 845-850 - 2022
- [c211]Qin Wang, Jiayang Chen, Yuzhe Zhou, Yu Li, Liangzhen Zheng, Sheng Wang, Zhen Li, Shuguang Cui:
Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation. AAAI 2022: 4620-4627 - [c210]Yuncheng Jiang, Zixun Zhang, Shixi Qin, Yao Guo, Zhen Li, Shuguang Cui:
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical Segmentation. ACCV (6) 2022: 21-36 - [c209]Zichen Ma, Yu Lu, Wenye Li, Shuguang Cui:
Asynchronous Personalized Federated Learning with Irregular Clients. ACML 2022: 706-721 - [c208]Zichen Ma, Yu Lu, Wenye Li, Shuguang Cui:
EFL: Elastic Federated Learning on Non-IID Data. CoLLAs 2022: 92-115 - [c207]Lingteng Qiu, Zhangyang Xiong, Xuhao Wang, Kenkun Liu, Yihan Li, Guanying Chen, Xiaoguang Han, Shuguang Cui:
ETHSeg: An Amodel Instance Segmentation Network and a Real-world Dataset for X-Ray Waste Inspection. CVPR 2022: 2273-2282 - [c206]Chaoda Zheng, Xu Yan, Haiming Zhang, Baoyuan Wang, Shenghui Cheng, Shuguang Cui, Zhen Li:
Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds. CVPR 2022: 8101-8110 - [c205]Zhihao Yuan, Xu Yan, Yinghong Liao, Yao Guo, Guanbin Li, Shuguang Cui, Zhen Li:
X -Trans2Cap: Cross-Modal Knowledge Transfer using Transformer for 3D Dense Captioning. CVPR 2022: 8553-8563 - [c204]Liangdong Qiu, Chongjie Ye, Pei Chen, Yunbi Liu, Xiaoguang Han, Shuguang Cui:
DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation with Weak Annotations. CVPR 2022: 20720-20729 - [c203]Jun Wei, Sheng Wang, S. Kevin Zhou, Shuguang Cui, Zhen Li:
Weakly Supervised Object Localization Through Inter-class Feature Similarity and Intra-class Appearance Consistency. ECCV (30) 2022: 195-210 - [c202]Haolin Liu, Yujian Zheng, Guanying Chen, Shuguang Cui, Xiaoguang Han:
Towards High-Fidelity Single-View Holistic Reconstruction of Indoor Scenes. ECCV (1) 2022: 429-446 - [c201]Yan Xu, Jiantao Gao, Chaoda Zheng, Chao Zheng, Ruimao Zhang, Shuguang Cui, Zhen Li:
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds. ECCV (28) 2022: 677-695 - [c200]Zezhong Zhang, Guangxu Zhu, Shuguang Cui:
Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning. GLOBECOM (Workshops) 2022: 1858-1863 - [c199]Ran Li, Chuan Huang, Xiaoqi Qin, Shengpei Jiang, Nan Ma, Shuguang Cui:
Joint Schedule of Task- and Data-Oriented Communications. GLOBECOM 2022: 2692-2697 - [c198]Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui:
Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization. GLOBECOM 2022: 5063-5068 - [c197]Kai Chen, Twan van Laarhoven, Elena Marchiori, Feng Yin, Shuguang Cui:
Multitask Gaussian Process With Hierarchical Latent Interactions. ICASSP 2022: 4148-4152 - [c196]Yaping Sun, Jie Xu, Shuguang Cui:
Joint User Association and Resource Allocation Optimization for MEC-Enabled IoT Networks. ICC 2022: 4884-4889 - [c195]Zizheng Yan, Yushuang Wu, Guanbin Li, Yipeng Qin, Xiaoguang Han, Shuguang Cui:
Multi-level Consistency Learning for Semi-supervised Domain Adaptation. IJCAI 2022: 1530-1536 - [c194]Haoning Zhang, Junwei Bao, Haipeng Sun, Huaishao Luo, Wenye Li, Shuguang Cui:
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking. AACL/IJCNLP (2) 2022: 302-310 - [c193]Jun Wei, Yiwen Hu, Guanbin Li, Shuguang Cui, S. Kevin Zhou, Zhen Li:
BoxPolyp: Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations. MICCAI (3) 2022: 67-77 - [c192]Yili Jin, Junhua Liu, Fangxin Wang, Shuguang Cui:
Where Are You Looking?: A Large-Scale Dataset of Head and Gaze Behavior for 360-Degree Videos and a Pilot Study. ACM Multimedia 2022: 1025-1034 - [c191]Xianggang Yu, Jiapeng Tang, Yipeng Qin, Chenghong Li, Xiaoguang Han, Linchao Bao, Shuguang Cui:
PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis. ACM Multimedia 2022: 1572-1583 - [c190]Guangyi Liu, Zichao Yang, Tianhua Tao, Xiaodan Liang, Junwei Bao, Zhen Li, Xiaodong He, Shuguang Cui, Zhiting Hu:
Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation. NAACL-HLT 2022: 2055-2078 - [c189]Xu Yan, Heshen Zhan, Chaoda Zheng, Jiantao Gao, Ruimao Zhang, Shuguang Cui, Zhen Li:
Let Images Give You More: Point Cloud Cross-Modal Training for Shape Analysis. NeurIPS 2022 - [c188]Zichen Ma, Yu Lu, Wenye Li, Shuguang Cui:
Beyond Random Selection: A Perspective from Model Inversion in Personalized Federated Learning. ECML/PKDD (4) 2022: 572-586 - 2021
- [c187]Qin Wang, Boyuan Wang, Zhenlei Xu, Jiaxiang Wu, Peilin Zhao, Zhen Li, Sheng Wang, Junzhou Huang, Shuguang Cui:
PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning. AAAI 2021: 617-625 - [c186]Xu Yan, Jiantao Gao, Jie Li, Ruimao Zhang, Zhen Li, Rui Huang, Shuguang Cui:
Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion. AAAI 2021: 3101-3109 - [c185]Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He:
RevCore: Review-Augmented Conversational Recommendation. ACL/IJCNLP (Findings) 2021: 1161-1173 - [c184]Zichen Ma, Yu Lu, Wenye Li, Jinfeng Yi, Shuguang Cui:
PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous Clients. ACML 2021: 1253-1268 - [c183]Jun Wei, Qin Wang, Zhen Li, Sheng Wang, S. Kevin Zhou, Shuguang Cui:
Shallow Feature Matters for Weakly Supervised Object Localization. CVPR 2021: 5993-6001 - [c182]Haolin Liu, Anran Lin, Xiaoguang Han, Lei Yang, Yizhou Yu, Shuguang Cui:
Refer-It-in-RGBD: A Bottom-Up Approach for 3D Visual Grounding in RGBD Images. CVPR 2021: 6032-6041 - [c181]Yining Wang, Mingzhe Chen, Walid Saad, Tao Luo, Shuguang Cui, H. Vincent Poor:
Performance Optimization for Semantic Communications: An Attention-based Learning Approach. GLOBECOM 2021: 1-6 - [c180]Zhaohui Yang, Guangyu Jia, Mingzhe Chen, Hak-Keung Lam, Kai-Kit Wong, Shuguang Cui, H. Vincent Poor:
A Joint Communication and Federated Learning Framework for Internet of Things Networks. GLOBECOM 2021: 1-6 - [c179]Yuntao Hu, Ming Chen, Mingzhe Chen, Zhaohui Yang, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui:
Energy Minimization for Federated Learning with IRS-Assisted Over-the-Air Computation. ICASSP 2021: 3105-3109 - [c178]Dexin Zhang, Jincheng Dai, Kailin Tan, Kai Niu, Mingzhe Chen, H. Vincent Poor, Shuguang Cui:
Neural Layered Min-Sum Decoding for Protograph LDPC Codes. ICASSP 2021: 4845-4849 - [c177]Zhaohui Yang, Mingzhe Chen, Kai-Kit Wong, Walid Saad, H. Vincent Poor, Shuguang Cui:
Performance Optimization of Distributed Primal-Dual Algorithms over Wireless Networks. ICC 2021: 1-6 - [c176]Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui:
Optimized Power Control for Over-the-Air Federated Edge Learning. ICC 2021: 1-6 - [c175]Mingzhe Chen, Nir Shlezinger, H. Vincent Poor, Yonina C. Eldar, Shuguang Cui:
Joint Resource Management and Model Compression for Wireless Federated Learning. ICC 2021: 1-6 - [c174]Qinglei Kong, Feng Yin, Yue Xiao, Beibei Li, Xuejia Yang, Shuguang Cui:
Achieving Blockchain-based Privacy-Preserving Location Proofs under Federated Learning. ICC 2021: 1-6 - [c173]Peiming Li, Lifeng Xie, Jianping Yao, Jie Xu, Shuguang Cui, Ping Zhang:
Asymmetric Interference Cancellation for 5G Non-Public Network with Uplink-Downlink Spectrum Sharing. ICC 2021: 1-6 - [c172]Yining Wang, Mingzhe Chen, Zhaohui Yang, Walid Saad, Tao Luo, Shuguang Cui, H. Vincent Poor:
Meta-Reinforcement Learning for Immersive Virtual Reality over THz/VLC Wireless Networks. ICC 2021: 1-6 - [c171]Yushuang Wu, Zizheng Yan, Xiaoguang Han, Guanbin Li, Changqing Zou, Shuguang Cui:
LapsCore: Language-guided Person Search via Color Reasoning. ICCV 2021: 1604-1613 - [c170]Zhihao Yuan, Xu Yan, Yinghong Liao, Ruimao Zhang, Sheng Wang, Zhen Li, Shuguang Cui:
InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring. ICCV 2021: 1771-1780 - [c169]Chaoda Zheng, Xu Yan, Jiantao Gao, Weibing Zhao, Wei Zhang, Zhen Li, Shuguang Cui:
Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds. ICCV 2021: 13179-13188 - [c168]Weibing Zhao, Xu Yan, Jiantao Gao, Ruimao Zhang, Jiayan Zhang, Zhen Li, Song Wu, Shuguang Cui:
PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery. IJCAI 2021: 1345-1351 - [c167]Qin Wang, Jun Wei, Boyuan Wang, Zhen Li, Sheng Wang, Shuguang Cui:
Adaptive Residue-wise Profile Fusion for Low Homologous Protein Secondary Structure Prediction Using External Knowledge. IJCAI 2021: 3559-3565 - [c166]Qin Wang, Weibing Zhao, Xu Yan, Hui Che, Kunlin Ye, Yingfeng Lu, Zhen Li, Shuguang Cui:
Geometric Morphology Based Irrelevant Vessels Removal For Accurate Coronary Artery Segmentation. ISBI 2021: 757-760 - [c165]Wenting Jiang, Yicheng Jiang, Lu Zhang, Changmiao Wang, Xiaoguang Han, Shuixing Zhang, Xiang Wan, Shuguang Cui:
Hepatocellular Carcinoma Segmentation from Digital Subtraction Angiography Videos Using Learnable Temporal Difference. MICCAI (5) 2021: 13-22 - [c164]Qin Wang, Hui Che, Weizhen Ding, Li Xiang, Guanbin Li, Zhen Li, Shuguang Cui:
Colorectal Polyp Classification from White-Light Colonoscopy Images via Domain Alignment. MICCAI (7) 2021: 24-32 - [c163]Jun Wei, Yiwen Hu, Ruimao Zhang, Zhen Li, S. Kevin Zhou, Shuguang Cui:
Shallow Attention Network for Polyp Segmentation. MICCAI (1) 2021: 699-708 - [c162]Xiaochuan Ma, Lifeng Lai, Shuguang Cui:
Bayesian Two-Stage Sequential Change Diagnosis Via Multi-Sensor Array. MLSP 2021: 1-6 - [c161]Xiaochuan Ma, Lifeng Lai, Shuguang Cui:
A Deep Q-Network Based Approach for Online Bayesian Change Point Detection. MLSP 2021: 1-6 - [c160]Zizheng Yan, Xianggang Yu, Yipeng Qin, Yushuang Wu, Xiaoguang Han, Shuguang Cui:
Pixel-level Intra-domain Adaptation for Semantic Segmentation. ACM Multimedia 2021: 404-413 - [c159]Xuanlin Liu, Sihua Wang, Mingzhe Chen, Changchuan Yin, Shuguang Cui, H. Vincent Poor:
Minimization of Age of Information for Monitoring Realistic Physical Processes in Unmanned Aerial Vehicle Networks. SPAWC 2021: 261-265 - [c158]Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Caijun Zhong, Shuguang Cui:
Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling. SPAWC 2021: 606-610 - [c157]Chuanhong Liu, Caili Guo, Yang Yang, Mingzhe Chen, H. Vincent Poor, Shuguang Cui:
Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems. WCNC 2021: 1-6 - 2020
- [c156]Dong Du, Zhiyi Zhang, Xiaoguang Han, Shuguang Cui, Ligang Liu:
VIPNet: A Fast and Accurate Single-View Volumetric Reconstruction by Learning Sparse Implicit Point Guidance. 3DV 2020: 553-562 - [c155]Yiqun Lin, Zizheng Yan, Haibin Huang, Dong Du, Ligang Liu, Shuguang Cui, Xiaoguang Han:
FPConv: Learning Local Flattening for Point Convolution. CVPR 2020: 4292-4301 - [c154]Xu Yan, Chaoda Zheng, Zhen Li, Sheng Wang, Shuguang Cui:
PointASNL: Robust Point Clouds Processing Using Nonlocal Neural Networks With Adaptive Sampling. CVPR 2020: 5588-5597 - [c153]Zixun Zhang, Zhen Li, Lin Lin, Na Lei, Guanbin Li, Shuguang Cui:
MetaSelection: Metaheuristic Sub-Structure Selection for Neural Network Pruning Using Evolutionary Algorithm. ECAI 2020: 2808-2815 - [c152]Xu Yan, Weibing Zhao, Kun Yuan, Ruimao Zhang, Zhen Li, Shuguang Cui:
Towards Content-Independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation. ECCV (25) 2020: 52-68 - [c151]Lingteng Qiu, Xuanye Zhang, Yanran Li, Guanbin Li, Xiaojun Wu, Zixiang Xiong, Xiaoguang Han, Shuguang Cui:
Peeking into Occluded Joints: A Novel Framework for Crowd Pose Estimation. ECCV (19) 2020: 488-504 - [c150]Heming Zhu, Yu Cao, Hang Jin, Weikai Chen, Dong Du, Zhangye Wang, Shuguang Cui, Xiaoguang Han:
Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images. ECCV (1) 2020: 512-530 - [c149]Ang Xie, Feng Yin, Bo Ai, Sha Zhang, Shuguang Cui:
Learning While Tracking: A Practical System Based on Variational Gaussian Process State-Space Model and Smartphone Sensory Data. FUSION 2020: 1-7 - [c148]Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui:
Resource Allocation for Wireless Communications with Distributed Reconfigurable Intelligent Surfaces. GLOBECOM 2020: 1-6 - [c147]Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui:
Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks. GLOBECOM 2020: 1-6 - [c146]Sihua Wang, Mingzhe Chen, Walid Saad, Changchuan Yin, Shuguang Cui, H. Vincent Poor:
Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics. GLOBECOM 2020: 1-6 - [c145]Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui:
Federated Learning with Quantization Constraints. ICASSP 2020: 8851-8855 - [c144]Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui:
Convergence Time Minimization of Federated Learning over Wireless Networks. ICC 2020: 1-6 - [c143]Songyang Zhang, Shuguang Cui, Zhi Ding:
Hypergraph-Based Image Processing. ICIP 2020: 216-220 - [c142]Qin Wang, Weibing Zhao, Ruimao Zhang, Zhen Li, Shuguang Cui:
Progressive Abdominal Segmentation with Adaptively Hard Region Prediction and Feature Enhancement. ISBI 2020: 329-332 - [c141]Xu Yan, Kun Yuan, Weibing Zhao, Sheng Wang, Zhen Li, Shuguang Cui:
An Efficient Hybrid Model for Kidney Tumor Segmentation in CT Images. ISBI 2020: 333-336 - [c140]Xiaochuan Ma, Lifeng Lai, Shuguang Cui:
Optimal Two-Stage Bayesian Sequential Change Diagnosis. ISIT 2020: 1130-1135 - [c139]Songyang Zhang, Shuguang Cui, Zhi Ding:
Point Cloud Segmentation based on Hypergraph Spectral Clustering. ITA 2020: 1 - [c138]Ruifei Zhang, Guanbin Li, Zhen Li, Shuguang Cui, Dahong Qian, Yizhou Yu:
Adaptive Context Selection for Polyp Segmentation. MICCAI (6) 2020: 253-262 - [c137]Minqing Zhang, Jiantao Gao, Zhen Lyu, Weibing Zhao, Qin Wang, Weizhen Ding, Sheng Wang, Zhen Li, Shuguang Cui:
Characterizing Label Errors: Confident Learning for Noisy-Labeled Image Segmentation. MICCAI (1) 2020: 721-730 - [c136]Fuwei Li, Lifeng Lai, Shuguang Cui:
On the Adversarial Robustness of Feature Selection Using LASSO. MLSP 2020: 1-6 - [c135]Fuwei Li, Lifeng Lai, Shuguang Cui:
On the Adversarial Robustness of Linear Regression. MLSP 2020: 1-6 - [c134]Xianggang Yu, Haolin Liu, Xiaoguang Han, Zhen Li, Zixiang Xiong, Shuguang Cui:
JAFPro: Joint Appearance Fusion and Propagation for Human Video Motion Transfer from Multiple Reference Images. ACM Multimedia 2020: 2544-2552 - [c133]Yinyu Nie, Yiqun Lin, Xiaoguang Han, Shihui Guo, Jian Chang, Shuguang Cui, Jian J. Zhang:
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment. NeurIPS 2020 - [c132]Zhiyu Zhu, Yang Yang, Caili Guo, Mingzhe Chen, Shuguang Cui, H. Vincent Poor:
Power Efficient Deployment of VLC-enabled UAVs. PIMRC 2020: 1-6 - [c131]Changyi Ma, Chonglin Gu, Wenye Li, Shuguang Cui:
Large-scale Image Retrieval with Sparse Binary Projections. SIGIR 2020: 1817-1820 - [c130]Zhaorui Wang, Liang Liu, Shuguang Cui:
Intelligent Reflecting Surface Assisted Massive MIMO Communications. SPAWC 2020: 1-5 - [c129]Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui:
Performance Optimization of Federated Learning over Mobile Wireless Networks. SPAWC 2020: 1-5 - [c128]Lei Cheng, Liang Liu, Shuguang Cui:
A Covariance-based User Activity Detection and Channel Estimation Approach with Novel Pilot Design. SPAWC 2020: 1-5 - [c127]Yijue Dai, Tianjian Zhang, Zhidi Lin, Feng Yin, Sergios Theodoridis, Shuguang Cui:
An Interpretable and Sample Efficient Deep Kernel for Gaussian Process. UAI 2020: 759-768 - [c126]Zhaorui Wang, Liang Liu, Shuguang Cui:
Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications. WCNC 2020: 1-6 - 2019
- [c125]Zhen Li, Chongming Ni, Jinbo Xu, Xin Gao, Shuguang Cui, Sheng Wang:
Transmembrane Topology Identification by Fusing Evolutionary and Co-evolutionary Information with Cascaded Bidirectional Transformers. BCB 2019: 136-143 - [c124]Zhen Li, Chongming Ni, Jinbo Xu, Xin Gao, Shuguang Cui, Sheng Wang:
Transmembrane Topology Identification by Fusing Evolutionary and Co-evolutionary Information with Cascaded Bidirectional Transformers. BCB 2019: 547 - [c123]Xiaoguang Han, Zhaoxuan Zhang, Dong Du, Mingdai Yang, Jingming Yu, Pan Pan, Xin Yang, Ligang Liu, Zixiang Xiong, Shuguang Cui:
Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image. CVPR 2019: 234-243 - [c122]Mingzhe Chen, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui:
Performance Optimization of Federated Learning over Wireless Networks. GLOBECOM 2019: 1-6 - [c121]Man Chu, Xuewen Liao, Hang Li, Shuguang Cui:
Power Control in Energy Harvesting Multiple Access System with Reinforcement Learning. GLOBECOM 2019: 1-6 - [c120]Fuwei Li, Lifeng Lai, Shuguang Cui:
On the Adversarial Robustness of Subspace Learning. ICASSP 2019: 2477-2481 - [c119]Yue Xu, Feng Yin, Jiawei Zhang, Wenjun Xu, Shuguang Cui, Zhi-Quan Luo:
Scalable Gaussian Process Using Inexact Admm for Big Data. ICASSP 2019: 7495-7499 - [c118]Yue Xu, Wenjun Xu, Zhi Wang, Jiaru Lin, Shuguang Cui:
Deep Reinforcement Learning Based Mobility Load Balancing Under Multiple Behavior Policies. ICC 2019: 1-6 - [c117]Yue Xu, Feng Yin, Wenjun Xu, Jiaru Lin, Shuguang Cui:
Distributed Gaussian Process: New Paradigm and Application to Wireless Traffic Prediction. ICC 2019: 1-6 - [c116]Xianbiao Qi, Yihao Chen, Rong Xiao, Chun-Guang Li, Qin Zou, Shuguang Cui:
A Novel Joint Character Categorization and Localization Approach for Character-Level Scene Text Recognition. WML@ICDAR 2019: 83-90 - [c115]Qin Wang, Weibing Zhao, Chunhui Zhang, Liyue Zhang, Changmiao Wang, Zhen Li, Shuguang Cui, Guanbin Li:
3D Enhanced Multi-scale Network for Thoracic Organs Segmentation. SegTHOR@ISBI 2019 - [c114]Zizheng Yan, Xiaoguang Han, Changmiao Wang, Yuda Qiu, Zixiang Xiong, Shuguang Cui:
Learning Mutually Local-Global U-Nets For High-Resolution Retinal Lesion Segmentation In Fundus Images. ISBI 2019: 597-600 - [c113]Chonglin Gu, Wenye Li, Cong Shen, Shuguang Cui:
GreenFlowing: A Green Way of Reducing Electricity Cost for Cloud Data Center Using Heterogeneous ESDs. ISCC 2019: 1-6 - 2018
- [c112]Songyang Zhang, Han Zhang, Hang Li, Shuguang Cui:
Tensor-based Spectral Analysis of Cascading Failures over Multilayer Complex Systems. Allerton 2018: 997-1004 - [c111]Zhidi Lin, Dongliang Duan, Qi Yang, Xiang Cheng, Liuqing Yang, Shuguang Cui:
One-Class Classifier Based Fault Detection in Distribution Systems with Distributed Energy Resources. GlobalSIP 2018: 932-936 - [c110]Man Chu, Hang Li, Xuewen Liao, Shuguang Cui:
Reinforcement Learning Based Multi-Access Control with Energy Harvesting. GLOBECOM 2018: 1-6 - [c109]Ruichen Deng, Zhiyuan Jiang, Sheng Zhou, Shuguang Cui, Zhisheng Niu:
A Two-Step Learning and Interpolation Method for Location-Based Channel Database Construction. GLOBECOM 2018: 1-6 - [c108]Yixian Liu, Yingbin Liang, Shuguang Cui:
Data-Driven Nonparametric Hypothesis Testing. ICASSP 2018: 4234-4238 - [c107]Qilian Yu, Hang Li, Yun Liao, Shuguang Cui:
Streaming Influence Maximization in Social Networks Based on Multi-Action Credit Distribution. ICASSP 2018: 6378-6382 - [c106]Zhi Wang, Lihua Li, Yue Xu, Hui Tian, Shuguang Cui:
Handover Optimization via Asynchronous Multi-User Deep Reinforcement Learning. ICC 2018: 1-6 - [c105]Shuqing Lin, Feng Yin, Zhidi Lin, Yanbin Lin, Shuguang Robert Cui, Teng Li, Fengli Yu, Wei Yu, Xuemin Hong, Jianghong Shi, Zhi-Quan Tom Luo:
Online MEM Based Binary Classification Algorithm for China Mobile Imbalanced Dataset. ICCC 2018: 68-73 - [c104]Wenye Li, Jingwei Mao, Yin Zhang, Shuguang Cui:
Fast Similarity Search via Optimal Sparse Lifting. NeurIPS 2018: 176-184 - [c103]Xiaowen Cao, Feng Wang, Jie Xu, Rui Zhang, Shuguang Cui:
Joint computation and communication cooperation for mobile edge computing. WiOpt 2018: 1-6 - 2017
- [c102]Easton Li Xu, Xiaoning Qian, Qilian Yu, Han Zhang, Shuguang Cui:
Feature Selection with Interactions in Logistic Regression Models using Multivariate Synergies for a GWAS Application. BCB 2017: 760-761 - [c101]Yue Xu, Wenjun Xu, Feng Yin, Jiaru Lin, Shuguang Cui:
High-Accuracy Wireless Traffic Prediction: A GP-Based Machine Learning Approach. GLOBECOM 2017: 1-6 - [c100]Tao Shu, Shuguang Cui:
Renovating location-based routing for integrated communication privacy and efficiency in IoT. ICC 2017: 1-6 - [c99]Feng Wang, Jie Xu, Xin Wang, Shuguang Cui:
Joint offloading and computing optimization in wireless powered mobile-edge computing systems. ICC 2017: 1-6 - [c98]Dong Han, Ye Yan, Tao Shu, Liuqing Yang, Shuguang Cui:
Cognitive Context-Aware Distributed Storage Optimization in Mobile Cloud Computing: A Stable Matching Based Approach. ICDCS 2017: 594-604 - 2016
- [c97]Di Li, Soummya Kar, Shuguang Cui:
Distributed Bayesian quickest change detection in sensor networks via large deviation analysis. Allerton 2016: 1274-1281 - [c96]Easton Li Xu, Xiaoning Qian, Tie Liu, Shuguang Cui:
Pairwise interaction analysis of logistic regression models. GlobalSIP 2016: 187-191 - [c95]Qilian Yu, Easton Li Xu, Shuguang Cui:
Submodular maximization with multi-knapsack constraints and its applications in scientific literature recommendations. GlobalSIP 2016: 1295-1299 - [c94]Hang Li, Chuan Huang, Shuguang Cui:
Centralized Approaches for Exploiting Multiuser Energy Diversity in Energy Harvesting Communications. GLOBECOM 2016: 1-6 - [c93]Yuan Ma, Yue Gao, Ying-Chang Liang, Shuguang Cui:
Efficient Blind Cooperative Wideband Spectrum Sensing Based on Joint Sparsity. GLOBECOM 2016: 1-6 - [c92]Zhi Quan, Muyang Ye, Zhi Ding, Shuguang Cui:
Optimal linear cooperation for signal classification. ICASSP 2016: 3631-3635 - [c91]Zhi Quan, Minghe Zhu, Shuguang Cui:
A fast receiver sensitivity identification method for wireless systems. ICC 2016: 1-6 - 2015
- [c90]Amir Salimi, Muriel Médard, Shuguang Cui:
On the representability of integer polymatroids: Applications in linear code construction. Allerton 2015: 504-508 - [c89]Yunjuan Zang, Feixiang Ni, Zhiyong Feng, Shuguang Cui, Zhi Ding:
Wavelet transform processing for cellular traffic prediction in machine learning networks. ChinaSIP 2015: 458-462 - [c88]Hang Li, Chuan Huang, Fuad E. Alsaadi, Shuguang Cui:
Performance Analysis for Energy Harvesting Communication Systems: From Throughput to Energy Diversity. GLOBECOM 2015: 1-6 - [c87]Di Li, Soummya Kar, Shuguang Cui:
Distributed Kalman Filtering with quantized sensing state. ICASSP 2015: 4040-4044 - [c86]Yanyan Zhang, Weijia Han, Di Li, Ping Zhang, Shuguang Cui:
Two-dimensional sensing in energy harvesting cognitive radio networks. ICC Workshops 2015: 2029-2034 - [c85]Weijia Han, Huiyan Sang, Min Sheng, Jiandong Li, Shuguang Cui:
Efficient learning of statistical primary patterns via Bayesian network. ICC 2015: 4871-4876 - [c84]Simon Yau, Liang Ge, Ping-Chun Hsieh, I-Hong Hou, Shuguang Cui, P. R. Kumar, Amal Ekbal, Nikhil Kundargi:
WiMAC: Rapid Implementation Platform for User Definable MAC Protocols Through Separation. SIGCOMM 2015: 109-110 - 2014
- [c83]Ali Eslami, Chuan Huang, Junshan Zhang, Shuguang Cui:
An analytical approach to study cascading failures in finite-size random geometric networks. Allerton 2014: 1118-1125 - [c82]Dan Lv, Ali Eslami, Shuguang Cui:
Load-based cascading failure analysis in finite Erdös-Rényi random networks. GlobalSIP 2014: 886-890 - [c81]Armin Banaei, Ali Eslami, Costas N. Georghiades, Shuguang Cui:
Joint random spectrum sensing and access scheme for decentralized cognitive radio networks. ICC 2014: 1391-1396 - [c80]Hang Li, Chuan Huang, Shuguang Cui, Junshan Zhang:
Distributed opportunistic scheduling for wireless networks powered by renewable energy sources. INFOCOM 2014: 898-906 - [c79]Hang Li, Chuan Huang, Shuguang Cui:
Exploiting multi-channel transmission for opportunistic access with renewable energy sources. ISCCSP 2014: 322-325 - [c78]Amir Salimi, Tie Liu, Shuguang Cui:
Polyhedral description of the symmetrical latency capacity region of broadcast channels. ISIT 2014: 2122-2126 - 2013
- [c77]Amir Salimi, Tie Liu, Shuguang Cui:
Generalized cut-set bounds for broadcast networks. Allerton 2013: 832-838 - [c76]Di Li, Lifeng Lai, Shuguang Cui:
Quickest change detection and identification across a sensor array. GlobalSIP 2013: 145-148 - [c75]Dan Zhao, Chuan Huang, Yue Chen, Shuguang Cui:
Competitive analysis of online throughput maximization schemes for multiple access channels with a shared renewable energy source. GlobalSIP 2013: 375-378 - [c74]Weijia Han, Jiandong Li, Shuguang Cui:
Study of user On/Off patterns in random networks. GlobalSIP 2013: 867-870 - [c73]Chuan Huang, Junshan Zhang, Ping Zhang, Shuguang Cui:
Threshold-based transmissions for large relay networks powered by renewable energy. GLOBECOM 2013: 1921-1926 - [c72]Beiyu Rong, Chun-Hung Liu, Shuguang Cui:
Discrete location-dependent power control in wireless clustered ad hoc networks. GLOBECOM 2013: 2057-2062 - [c71]Dongliang Duan, Liuqing Yang, Louis L. Scharf, Shuguang Cui:
Large deviation solution for cooperative spectrum sensing with diversity analysis. GLOBECOM 2013: 3200-3205 - [c70]Dan Zhao, Chuan Huang, Yue Chen, Shuguang Cui:
Optimal resource allocation for multiple access channel with conferencing links and a shared renewable energy source. ICASSP 2013: 4794-4798 - [c69]Chuan Huang, Yang Zhou, Tao Jiang, Ping Zhang, Shuguang Cui:
Power allocation for joint estimation with energy harvesting constraints. ICASSP 2013: 4804-4808 - [c68]Daniel Zahavi, Lili Zhang, Ivana Maric, Ron Dabora, Andrea J. Goldsmith, Shuguang Cui:
Diversity-multiplexing tradeoff for the interference channel with a relay. ISIT 2013: 2428-2432 - [c67]Dan Zhao, Chuan Huang, Yue Chen, Shuguang Cui:
Optimal resource allocation for multiple access channels with a shared renewable energy source. PIMRC 2013: 522-526 - 2012
- [c66]Tarun Agarwal, Shuguang Cui:
Noncooperative Games for Autonomous Consumer Load Balancing over Smart Grid. GAMENETS 2012: 163-175 - [c65]Chuan Huang, Rui Zhang, Shuguang Cui:
Outage minimization in fading channels: Optimal power allocation with channel distribution information known at transmitter. GLOBECOM 2012: 2191-2195 - [c64]Chuan Huang, Rui Zhang, Shuguang Cui:
Optimal resource allocation for Gaussian relay channel with energy harvesting constraints. ICASSP 2012: 2817-2820 - [c63]Qing Zhou, Soummya Kar, Lauren M. Huie, Shuguang Cui:
Distributed estimation in sensor networks with imperfect model information: An adaptive learning-based approach. ICASSP 2012: 3109-3112 - [c62]Chuan Huang, Rui Zhang, Shuguang Cui:
Delay-constrained Gaussian relay channel with energy harvesting nodes. ICC 2012: 2433-2438 - [c61]Ahsan Aziz, Meng Zeng, Jianwei Zhou, Costas N. Georghiades, Shuguang Cui:
Robust beamforming with channel uncertainty for two-way relay networks. ICC 2012: 3632-3636 - [c60]Chuan Huang, Rui Zhang, Shuguang Cui:
Outage minimization in fading channels under energy harvesting constraints. ICC 2012: 5788-5793 - [c59]Chuan Huang, Shuguang Cui:
Capacity bounds for the alternative relaying diamond channel with conferencing links. ISITA 2012: 769-773 - [c58]Amir Salimi, Tie Liu, Shuguang Cui:
Generalized cut-set bounds for networks with collocated messages. NetCod 2012: 114-118 - 2011
- [c57]Shuguang Cui:
Session TA8b1: Multiple antennas in multi-user systems and networks. ACSCC 2011: 1271-1272 - [c56]Qixing Wang, Jing Jin, Guangyi Liu, Shuguang Cui:
Coordinated multi-cell beamforming for TD-LTE-advanced systems. ACSCC 2011: 1304-1308 - [c55]Lili Zhang, Tie Liu, Shuguang Cui:
Symmetric Gaussian interference channel with state information. Allerton 2011: 832-838 - [c54]Soummya Kar, H. Vincent Poor, Shuguang Cui:
Bandit problems in networks: Asymptotically efficient distributed allocation rules. CDC/ECC 2011: 1771-1778 - [c53]Chuan Huang, Meng Zeng, Shuguang Cui:
Achievable Rates of Two-Hop Interference Networks with Conferencing Relays. GLOBECOM 2011: 1-6 - [c52]Qing Zhou, Soummya Kar, Lauren M. Huie, H. Vincent Poor, Shuguang Cui:
Robust Distributed Least-Squares Estimation in Sensor Networks with Node Failures. GLOBECOM 2011: 1-6 - [c51]Soummya Kar, Shuguang Cui, H. Vincent Poor, José M. F. Moura:
Convergence results in distributed Kalman filtering. ICASSP 2011: 2500-2503 - [c50]Jinhua Jiang, Ivana Maric, Andrea Goldsmith, Shlomo Shamai, Shuguang Cui:
On the Capacity of a Class of Cognitive Z-Interference Channels. ICC 2011: 1-6 - [c49]Lili Zhang, Jinhua Jiang, Shuguang Cui:
Achievable Rate Regions for Discrete Memoryless Interference Channel with State Information. ICC 2011: 1-5 - [c48]Soummya Kar, Ravi Tandon, H. Vincent Poor, Shuguang Cui:
Distributed detection in noisy sensor networks. ISIT 2011: 2856-2860 - [c47]Ali Tajer, Soummya Kar, H. Vincent Poor, Shuguang Cui:
Distributed joint cyber attack detection and state recovery in smart grids. SmartGridComm 2011: 202-207 - [c46]Lili Zhang, Jinhua Jiang, Shuguang Cui:
Gaussian interference channel with state information. WCNC 2011: 1960-1965 - 2010
- [c45]Chuan Huang, Jinhua Jiang, Shuguang Cui:
On the achievable rates of the diamond relay channel with conferencing links. Allerton 2010: 887-894 - [c44]Rui Zhang, Shuguang Cui:
Cooperative Interference Management in Multi-Cell Downlink Beamforming. WCNC 2010: 1-6 - [c43]Lili Zhang, Jinhua Jiang, Shuguang Cui:
Study of Half-Duplex Gaussian Relay Channels with Correlated Noises. WCNC 2010: 1-5 - 2009
- [c42]Chuan Huang, Jinhua Jiang, Shuguang Cui:
Asymptotic capacity of randomly-failing relay networks with DF strategy. Allerton 2009: 892-898 - [c41]Lan Zhang, Rui Zhang, Ying-Chang Liang, Yan Xin, Shuguang Cui:
On the relationship between the multi-antenna secrecy communications and cognitive radio communications. Allerton 2009: 1286-1292 - [c40]Long Gao, Rui Zhang, Shuguang Cui:
Delay-Throughput Tradeoff for Supportive Two-Tier Networks: A Static Primary Tier Vs. a Mobile Secondary Tier. GLOBECOM 2009: 1-6 - [c39]Chuan Huang, Jinhua Jiang, Shuguang Cui:
Asymptotic Capacity of Large Fading Relay Networks under Random Attacks. GLOBECOM 2009: 1-5 - [c38]Zhi Quan, Wing-Kin Ma, Shuguang Cui, Ali H. Sayed:
Optimal linear fusion for distributed spectrum sensing via semidefinite programming. ICASSP 2009: 3629-3632 - [c37]Changchuan Yin, Long Gao, Tie Liu, Shuguang Cui:
Transmission Capacities for Overlaid Wireless Ad Hoc Networks with Outage Constraints. ICC 2009: 1-5 - [c36]Meng Zeng, Rui Zhang, Shuguang Cui:
Optimal Transmission for Dying Channels. ICC 2009: 1-5 - [c35]Rui Zhang, Chin Choy Chai, Ying-Chang Liang, Shuguang Cui:
On Capacity Region of Two-Way Multi-Antenna Relay Channel with Analogue Network Coding. ICC 2009: 1-5 - [c34]Andrea Goldsmith, Jinhua Jiang, Shuguang Cui:
Achievable rates and capacity for Gaussian relay channels with correlated noises. ISIT 2009: 179-183 - [c33]Changchuan Yin, Changhai Chen, Tie Liu, Shuguang Cui:
Generalized results of transmission capacities for overlaid wireless networks. ISIT 2009: 1774-1778 - [c32]Long Gao, Shuguang Cui, Changchuan Yin, Rui Zhang:
Delay-throughput tradeoff for supportive two-tier networks. ISIT 2009: 2833-2837 - [c31]Changchuan Yin, Long Gao, Shuguang Cui:
Delay-throughput tradeoff for overlaid wireless networks of different priorities. ISIT 2009: 2843-2847 - 2008
- [c30]Rui Zhang, Shuguang Cui, Ying-Chang Liang:
On ergodic sum capacity of fading cognitive multiple-access channel. Allerton 2008: 879-886 - [c29]Long Gao, Shuguang Cui:
Power and Rate Control for Cognitive Radios: A Dynamic Programming Approach. CrownCom 2008: 1-7 - [c28]Meng Zeng, Rui Zhang, Shuguang Cui:
On the Outage Capacity of a Dying Channel. GLOBECOM 2008: 1002-1006 - [c27]Changchuan Yin, Long Gao, Shuguang Cui:
Scaling Laws for Overlaid Wireless Networks: A Cognitive Radio Network vs. a Primary Network. GLOBECOM 2008: 1235-1239 - [c26]Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor:
Spatial-spectral joint detection for wideband spectrum sensing in cognitive radio networks. ICASSP 2008: 2793-2796 - [c25]Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor:
Wideband Spectrum Sensing in Cognitive Radio Networks. ICC 2008: 901-906 - [c24]Long Gao, Shuguang Cui:
Multi-Band Power and Rate Control for Cognitive Radios with Energy Constraints: A Dynamic Programming Approach. ICC 2008: 3563-3567 - [c23]Fan Wang, Marwan Krunz, Shuguang Cui:
Spectrum Sharing in Cognitive Radio Networks. INFOCOM 2008: 1885-1893 - [c22]Charalambos D. Charalambous, Shuguang Cui:
A bio-inspired distributed clustering algorithm for wireless sensor networks. WICON 2008: 6 - 2007
- [c21]Fan Wang, Marwan Krunz, Shuguang Cui:
Price-Based Spectrum Management in Cognitive Radio Networks. CrownCom 2007: 70-78 - [c20]Long Gao, Peng Wu, Shuguang Cui:
Power and Rate Control with Dynamic Programming for Cognitive Radios. GLOBECOM 2007: 1699-1703 - [c19]Zhi Quan, Shuguang Cui, Ali H. Sayed:
An Optimal Strategy for Cooperative Spectrum Sensing in Cognitive Radio Networks. GLOBECOM 2007: 2947-2951 - [c18]Wenbin Guo, Shuguang Cui:
A Q-EM Based Simulated Annealing Algorithm for Finite Mixture Estimation. ICASSP (3) 2007: 1113-1116 - [c17]Hyoung-Soo Kim, Shuguang Cui:
Detection Outage and Detection Diversity in Distributed Sensor Networks. ISIT 2007: 1606-1610 - 2006
- [c16]Long Gao, Shuguang Cui, Feifei Li:
A Low-complexity Adaptive Subcarrier, Bit, and Power Allocation Algorithm for OFDMA Systems. GLOBECOM 2006 - [c15]Tao Shu, Shuguang Cui, Marwan Krunz:
Medium Access Control for Multi-Channel Parallel Transmission in Cognitive Radio Networks. GLOBECOM 2006 - [c14]Jinjun Xiao, Shuguang Cui, Zhi-Quan Luo, Andrea J. Goldsmith:
Linear Coherent Decentralized Estimation. GLOBECOM 2006 - [c13]Shuguang Cui, Jinjun Xiao, Andrea J. Goldsmith, Zhi-Quan Luo, H. Vincent Poor:
Estimation Diversity with Multiple Heterogeneous Sensors. ICC 2006: 1549-1554 - [c12]Mohammad Zakariya Siam, Marwan Krunz, Alaa Muqattash, Shuguang Cui:
Adaptive multi-antenna power control in wireless networks. IWCMC 2006: 875-880 - [c11]Alan Pak Tao Lau, Shuguang Cui:
Joint power minimization in wireless relay channels. IWCMC 2006: 1015-1020 - 2005
- [c10]Shuguang Cui, Jinjun Xiao, Andrea J. Goldsmith, Zhi-Quan Luo, H. Vincent Poor:
Energy-efficient joint estimation in sensor networks: analog vs. digital. ICASSP (4) 2005: 745-748 - [c9]Shuguang Cui, Andrea J. Goldsmith:
Energy efficient routing based on cooperative MIMO techniques. ICASSP (5) 2005: 805-808 - [c8]Shuguang Cui, Ritesh Madan, Andrea Goldsmith, Sanjay Lall:
Joint routing, MAC, and link layer optimization in sensor networks with energy constraints. ICC 2005: 725-729 - [c7]Shuguang Cui, Ritesh Madan, Andrea Goldsmith, Sanjay Lall:
Energy-delay tradeoffs for data collection in TDMA-based sensor networks. ICC 2005: 3278-3284 - [c6]Ritesh Madan, Shuguang Cui, Sanjay Lall, Andrea J. Goldsmith:
Cross-layer design for lifetime maximization in interference-limited wireless sensor networks. INFOCOM 2005: 1964-1975 - 2004
- [c5]Shuguang Cui, Andrea Goldsmith, Ahmad Bahai:
Joint modulation and multiple access optimization under energy constraints. GLOBECOM 2004: 151-155 - [c4]Jinjun Xiao, Shuguang Cui, Zhi-Quan Luo, Andrea J. Goldsmith:
Joint estimation in sensor networks under energy constraints. SECON 2004: 264-271 - 2003
- [c3]Shuguang Cui, Andrea J. Goldsmith, Ahmad Bahai:
Energy-constrained modulation optimization for coded systems. GLOBECOM 2003: 372-376 - [c2]Shuguang Cui, Andrea J. Goldsmith, Ahmad Bahai:
Modulation optimization under energy constraints. ICC 2003: 2805-2811 - 2001
- [c1]Shuguang Cui, Zhi-Quan Luo, Zhi Ding:
Robust blind multiuser detection against CDMA signature mismatch. ICASSP 2001: 2297-2300
Parts in Books or Collections
- 2016
- [p2]Suzhi Bi, Rui Zhang, Zhi Ding, Shuguang Cui:
Big data aware wireless communication: challenges and opportunities. Big Data over Networks 2016: 180-216 - [p1]Lanchao Liu, Zhu Han, H. Vincent Poor, Shuguang Cui:
Big data processing for smart grid security. Big Data over Networks 2016: 217-244
Editorship
- 2016
- [e1]Shuguang Cui, Alfred O. Hero III, Zhi-Quan Luo, José M. F. Moura:
Big Data over Networks. Cambridge University Press 2016, ISBN 9781316162750 [contents]
Informal and Other Publications
- 2025
- [i251]Mingxiao Li, Kaiming Shen, Shuguang Cui:
A Semantic Approach to Successive Interference Cancellation for Multiple Access Networks. CoRR abs/2501.10926 (2025) - [i250]Zhilin Liu, Yiyang Li, Huijun Xing, Ye Zhang, Jie Xu, Shuguang Cui:
Wireless Control over Edge Networks: Joint User Association and Communication-Computation Co-Design. CoRR abs/2501.11015 (2025) - [i249]Hao Mo, Yaping Sun, Shumin Yao, Hao Chen, Zhiyong Chen, Xiaodong Xu, Nan Ma, Meixia Tao, Shuguang Cui:
SCDM: Score-Based Channel Denoising Model for Digital Semantic Communications. CoRR abs/2501.17876 (2025) - [i248]Mingcong Lei, Yiming Zhao, Ge Wang, Zhixin Mai, Shuguang Cui, Yatong Han, Jinke Ren:
STMA: A Spatio-Temporal Memory Agent for Long-Horizon Embodied Task Planning. CoRR abs/2502.10177 (2025) - [i247]Zhijie Cai, Xiaowen Cao, Xu Chen, Yuanhao Cui, Guangxu Zhu, Kaibin Huang, Shuguang Cui:
AI-in-the-Loop Sensing and Communication Joint Design for Edge Intelligence. CoRR abs/2502.10203 (2025) - [i246]Jiacheng Yao, Wei Xu, Guangxu Zhu, Kaibin Huang, Shuguang Cui:
Energy-Efficient Edge Inference in Integrated Sensing, Communication, and Computation Networks. CoRR abs/2503.00298 (2025) - [i245]Mingcong Lei, Ge Wang, Yiming Zhao, Zhixin Mai, Qing Zhao, Yao Guo, Zhen Li, Shuguang Cui, Yatong Han, Jinke Ren:
CLEA: Closed-Loop Embodied Agent for Enhancing Task Execution in Dynamic Environments. CoRR abs/2503.00729 (2025) - [i244]Hongbin Lin, Zilu Guo, Yifan Zhang, Shuaicheng Niu, Yafeng Li, Ruimao Zhang, Shuguang Cui, Zhen Li:
DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation. CoRR abs/2503.11122 (2025) - [i243]Zhihao Yuan, Yibo Peng, Jinke Ren, Yinghong Liao, Yatong Han, Chun-Mei Feng, Hengshuang Zhao, Guanbin Li, Shuguang Cui, Zhen Li:
Empowering Large Language Models with 3D Situation Awareness. CoRR abs/2503.23024 (2025) - [i242]Lin Zhu, Weifeng Zhu, Shuowen Zhang, Shuguang Cui, Liang Liu:
Scalable Transceiver Design for Multi-User Communication in FDD Massive MIMO Systems via Deep Learning. CoRR abs/2504.11162 (2025) - [i241]Xiucheng Wang, Qiming Zhang, Nan Cheng, Ruijin Sun, Zan Li, Shuguang Cui, Xuemin Shen:
RadioDiff-k2: Helmholtz Equation Informed Generative Diffusion Model for Multi-Path Aware Radio Map Construction. CoRR abs/2504.15623 (2025) - [i240]Chenghong Li, Hongjie Liao, Yihao Zhi, Xihe Yang, Zhengwentai Sun, Jiahao Chang, Shuguang Cui, Xiaoguang Han:
MVHumanNet++: A Large-scale Dataset of Multi-view Daily Dressing Human Captures with Richer Annotations for 3D Human Digitization. CoRR abs/2505.01838 (2025) - 2024
- [i239]Yingbin Zhou, Yaping Sun, Guanying Chen, Xiaodong Xu, Hao Chen, Binhong Huang, Shuguang Cui, Ping Zhang:
MOC-RVQ: Multilevel Codebook-assisted Digital Generative Semantic Communication. CoRR abs/2401.01272 (2024) - [i238]Yuncheng Jiang, Zixun Zhang, Yiwen Hu, Guanbin Li, Xiang Wan, Song Wu, Shuguang Cui, Silin Huang, Zhen Li:
ECC-PolypDet: Enhanced CenterNet with Contrastive Learning for Automatic Polyp Detection. CoRR abs/2401.04961 (2024) - [i237]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Gui Gui, Shuguang Cui, Jinke Ren:
Scalable Federated Unlearning via Isolated and Coded Sharding. CoRR abs/2401.15957 (2024) - [i236]Duo Wu, Xianda Wang, Yaqi Qiao, Zhi Wang, Junchen Jiang, Shuguang Cui, Fangxin Wang:
Large Language Model Adaptation for Networking. CoRR abs/2402.02338 (2024) - [i235]Zezhong Zhang, Guangxu Zhu, Junting Chen, Shuguang Cui:
Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN. CoRR abs/2402.02729 (2024) - [i234]Peigen Ye, Yaping Sun, Shumin Yao, Hao Chen, Xiaodong Xu, Shuguang Cui:
Codebook-enabled Generative End-to-end Semantic Communication Powered by Transformer. CoRR abs/2402.16868 (2024) - [i233]Guangyi Liu, Yu Wang, Zeyu Feng, Qiyu Wu, Liping Tang, Yuan Gao, Zhen Li, Shuguang Cui, Julian J. McAuley, Eric P. Xing, Zichao Yang, Zhiting Hu:
Generating, Reconstructing, and Representing Discrete and Continuous Data: Generalized Diffusion with Learnable Encoding-Decoding. CoRR abs/2402.19009 (2024) - [i232]Shicong Liu, Xianghao Yu, Zhen Gao, Jie Xu, Derrick Wing Kwan Ng, Shuguang Cui:
Sensing-Enhanced Channel Estimation for Near-Field XL-MIMO Systems. CoRR abs/2403.11809 (2024) - [i231]Yuqi Zhang, Guanying Chen, Jiaxing Chen, Shuguang Cui:
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery. CoRR abs/2403.11812 (2024) - [i230]Zeyu Hao, Yuan Fang, Xianghao Yu, Jie Xu, Ling Qiu, Lexi Xu, Shuguang Cui:
Energy-Efficient Hybrid Beamforming with Dynamic On-off Control for Integrated Sensing, Communications, and Powering. CoRR abs/2403.16353 (2024) - [i229]Liang Liu, Shuowen Zhang, Shuguang Cui:
Leveraging A Variety of Anchors in Cellular Network for Ubiquitous Sensing. CoRR abs/2403.17652 (2024) - [i228]Yushuang Wu, Luyue Shi, Junhao Cai, Weihao Yuan, Lingteng Qiu, Zilong Dong, Liefeng Bo, Shuguang Cui, Xiaoguang Han:
IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images. CoRR abs/2404.00269 (2024) - [i227]Zhonghao Lyu, Yuchen Li, Guangxu Zhu, Jie Xu, H. Vincent Poor, Shuguang Cui:
Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm. CoRR abs/2404.00836 (2024) - [i226]Minhao Zhu, Yifei Sun, Lizhao You, Zhaorui Wang, Ya-Feng Liu, Shuguang Cui:
Rethinking Grant-Free Protocol in mMTC. CoRR abs/2404.16152 (2024) - [i225]Lichao Wang, Zhihao Yuan, Jinke Ren, Shuguang Cui, Zhen Li:
Instance-free Text to Point Cloud Localization with Relative Position Awareness. CoRR abs/2404.17845 (2024) - [i224]Huijun Xing, Xuhui Zhang, Shuo Chang, Jinke Ren, Zixun Zhang, Jie Xu, Shuguang Cui:
Joint Signal Detection and Automatic Modulation Classification via Deep Learning. CoRR abs/2405.00736 (2024) - [i223]Nan Xue, Yaping Sun, Zhiyong Chen, Meixia Tao, Xiaodong Xu, Liang Qian, Shuguang Cui, Ping Zhang:
WDMoE: Wireless Distributed Large Language Models with Mixture of Experts. CoRR abs/2405.03131 (2024) - [i222]Shuling Li, Yaping Sun, Jinbei Zhang, Kechao Cai, Shuguang Cui, Xiaodong Xu:
End-to-End Generative Semantic Communication Powered by Shared Semantic Knowledge Base. CoRR abs/2405.05738 (2024) - [i221]Butian Xiong, Xiaoyu Ye, Tze Ho Elden Tse, Kai Han, Shuguang Cui, Zhen Li:
SA-GS: Semantic-Aware Gaussian Splatting for Large Scene Reconstruction with Geometry Constrain. CoRR abs/2405.16923 (2024) - [i220]Hongbin Lin, Yifan Zhang, Shuaicheng Niu, Shuguang Cui, Zhen Li:
Fully Test-Time Adaptation for Monocular 3D Object Detection. CoRR abs/2405.19682 (2024) - [i219]Bingyan Xie, Yongpeng Wu, Yuxuan Shi, Wenjun Zhang, Shuguang Cui, Mérouane Debbah:
Robust Image Semantic Coding with Learnable CSI Fusion Masking over MIMO Fading Channels. CoRR abs/2406.07389 (2024) - [i218]Yueru Luo, Shuguang Cui, Zhen Li:
DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation. CoRR abs/2406.16072 (2024) - [i217]Zifan Zhang, Yuchen Liu, Zhiyuan Peng, Mingzhe Chen, Dongkuan Xu, Shuguang Cui:
Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks. CoRR abs/2407.00286 (2024) - [i216]Zizheng Yan, Jiapeng Zhou, Fanpeng Meng, Yushuang Wu, Lingteng Qiu, Zisheng Ye, Shuguang Cui, Guanying Chen, Xiaoguang Han:
DreamDissector: Learning Disentangled Text-to-3D Generation from 2D Diffusion Priors. CoRR abs/2407.16260 (2024) - [i215]Yinyu Wu, Xuhui Zhang, Jinke Ren, Huijun Xing, Yanyan Shen, Shuguang Cui:
Latency-Aware Resource Allocation for Mobile Edge Generation and Computing via Deep Reinforcement Learning. CoRR abs/2408.02047 (2024) - [i214]Jingzhi Bao, Guanying Chen, Shuguang Cui:
Photometric Inverse Rendering: Shading Cues Modeling and Surface Reflectance Regularization. CoRR abs/2408.06828 (2024) - [i213]Yuncheng Jiang, Yiwen Hu, Zixun Zhang, Jun Wei, Chun-Mei Feng, Xuemei Tang, Xiang Wan, Yong Liu, Shuguang Cui, Zhen Li:
Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development. CoRR abs/2408.10067 (2024) - [i212]Yuncheng Jiang, Zixun Zhang, Jun Wei, Chun-Mei Feng, Guanbin Li, Xiang Wan, Shuguang Cui, Zhen Li:
Let Video Teaches You More: Video-to-Image Knowledge Distillation using DEtection TRansformer for Medical Video Lesion Detection. CoRR abs/2408.14051 (2024) - [i211]Wenyu Wang, Minhao Zhu, Kaiming Shen, Zhaorui Wang, Shuguang Cui:
Power Allocation for Finite-Blocklength IR-HARQ. CoRR abs/2409.09780 (2024) - [i210]Yiwen Hu, Jun Wei, Yuncheng Jiang, Haoyang Li, Shuguang Cui, Zhen Li, Song Wu:
MixPolyp: Integrating Mask, Box and Scribble Supervision for Enhanced Polyp Segmentation. CoRR abs/2409.16774 (2024) - [i209]Shuling Li, Yaping Sun, Jinbei Zhang, Kechao Cai, Hao Chen, Shuguang Cui, Xiaodong Xu:
Cooperative Semantic Knowledge Base Update Policy for Multiple Semantic Communication Pairs. CoRR abs/2410.02405 (2024) - [i208]Jiahao Zheng, Jinke Ren, Peng Xu, Zhihao Yuan, Jie Xu, Fangxin Wang, Gui Gui, Shuguang Cui:
Generative Semantic Communication for Text-to-Speech Synthesis. CoRR abs/2410.03459 (2024) - [i207]Xunze Liu, Yifei Sun, Zhaorui Wang, Lizhao You, Haoyuan Pan, Fangxin Wang, Shuguang Cui:
Receiver-Centric Generative Semantic Communications. CoRR abs/2411.03127 (2024) - [i206]Nan Xue, Yaping Sun, Zhiyong Chen, Meixia Tao, Xiaodong Xu, Liang Qian, Shuguang Cui, Wenjun Zhang, Ping Zhang:
WDMoE: Wireless Distributed Mixture of Experts for Large Language Models. CoRR abs/2411.06681 (2024) - [i205]Haiming Zhang, Wending Zhou, Yiyao Zhu, Yan Xu, Jiantao Gao, Dongfeng Bai, Yingjie Cai, Bingbing Liu, Shuguang Cui, Zhen Li:
VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving. CoRR abs/2411.14716 (2024) - [i204]Yuncheng Jiang, Chun-Mei Feng, Jinke Ren, Jun Wei, Zixun Zhang, Yiwen Hu, Yunbi Liu, Rui Sun, Xuemei Tang, Juan Du, Xiang Wan, Yong Xu, Bo Du, Xin Gao, Guangyu Wang, Shaohua Zhou, Shuguang Cui, Rick Siow Mong Goh, Yong Liu, Zhen Li:
Privacy-Preserving Federated Foundation Model for Generalist Ultrasound Artificial Intelligence. CoRR abs/2411.16380 (2024) - [i203]Haiming Zhang, Xu Yan, Ying Xue, Zixuan Guo, Shuguang Cui, Zhen Li, Bingbing Liu:
D2-World: An Efficient World Model through Decoupled Dynamic Flow. CoRR abs/2411.17027 (2024) - [i202]Weiwen Yuan, Jinke Ren, Chongjie Wang, Ruichen Zhang, Jun Wei, Dong In Kim, Shuguang Cui:
Generative Semantic Communication for Joint Image Transmission and Segmentation. CoRR abs/2411.18005 (2024) - [i201]Xiaoguang Han, Yushuang Wu, Luyue Shi, Haolin Liu, Hongjie Liao, Lingteng Qiu, Weihao Yuan, Xiaodong Gu, Zilong Dong, Shuguang Cui:
MVImgNet2.0: A Larger-scale Dataset of Multi-view Images. CoRR abs/2412.01430 (2024) - [i200]Chaoda Zheng, Feng Wang, Naiyan Wang, Shuguang Cui, Zhen Li:
Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection. CoRR abs/2412.05154 (2024) - [i199]Xuhui Zhang, Wenchao Liu, Jinke Ren, Huijun Xing, Gui Gui, Yanyan Shen, Shuguang Cui:
When UAV Meets Federated Learning: Latency Minimization via Joint Trajectory Design and Resource Allocation. CoRR abs/2412.07428 (2024) - [i198]Jinke Ren, Yaping Sun, Hongyang Du, Weiwen Yuan, Chongjie Wang, Xianda Wang, Yingbin Zhou, Ziwei Zhu, Fangxin Wang, Shuguang Cui:
Generative Semantic Communication: Architectures, Technologies, and Applications. CoRR abs/2412.08642 (2024) - [i197]Haiming Zhang, Ying Xue, Xu Yan, Jiacheng Zhang, Weichao Qiu, Dongfeng Bai, Bingbing Liu, Shuguang Cui, Zhen Li:
An Efficient Occupancy World Model via Decoupled Dynamic Flow and Image-assisted Training. CoRR abs/2412.13772 (2024) - [i196]Haotian Zheng, Jinke Ren, Yushan Sun, Ruichen Zhang, Wenbo Zhang, Zhen Li, Dusit Niyato, Shuguang Cui, Yatong Han:
Adaptive Pruning for Large Language Models with Structural Importance Awareness. CoRR abs/2412.15127 (2024) - 2023
- [i195]Xu Yan, Chaoda Zheng, Zhen Li, Shuguang Cui, Dengxin Dai:
Benchmarking the Robustness of LiDAR Semantic Segmentation Models. CoRR abs/2301.00970 (2023) - [i194]Ruifei Zhang, Guanbin Li, Zhen Li, Shuguang Cui, Dahong Qian, Yizhou Yu:
Adaptive Context Selection for Polyp Segmentation. CoRR abs/2301.04799 (2023) - [i193]Yujian Zheng, Zirong Jin, Moran Li, Haibin Huang, Chongyang Ma, Shuguang Cui, Xiaoguang Han:
HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling. CoRR abs/2303.02700 (2023) - [i192]Yuqi Zhang, Guanying Chen, Shuguang Cui:
Efficient Large-scale Scene Representation with a Hybrid of High-resolution Grid and Plane Features. CoRR abs/2303.03003 (2023) - [i191]Xianggang Yu, Mutian Xu, Yidan Zhang, Haolin Liu, Chongjie Ye, Yushuang Wu, Zizheng Yan, Chenming Zhu, Zhangyang Xiong, Tianyou Liang, Guanying Chen, Shuguang Cui, Xiaoguang Han:
MVImgNet: A Large-scale Dataset of Multi-view Images. CoRR abs/2303.06042 (2023) - [i190]Chaoda Zheng, Xu Yan, Haiming Zhang, Baoyuan Wang, Shenghui Cheng, Shuguang Cui, Zhen Li:
An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds. CoRR abs/2303.12535 (2023) - [i189]Mingxiao Li, Rui Jin, Liyao Xiang, Kaiming Shen, Shuguang Cui:
Crossword: A Semantic Approach to Data Compression via Masking. CoRR abs/2304.01106 (2023) - [i188]Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui:
Semantic Communications for Image Recovery and Classification via Deep Joint Source and Channel Coding. CoRR abs/2304.02317 (2023) - [i187]Zhaorui Wang, Ya-Feng Liu, Ziyue Wang, Liang Liu, Haoyuan Pan, Shuguang Cui:
Device Activity Detection in mMTC with Low-Resolution ADC: A New Protocol. CoRR abs/2304.05119 (2023) - [i186]Yushuang Wu, Zizheng Yan, Ce Chen, Lai Wei, Xiao Li, Guanbin Li, Yihao Li, Shuguang Cui, Xiaoguang Han:
SCoDA: Domain Adaptive Shape Completion for Real Scans. CoRR abs/2304.10179 (2023) - [i185]Xiaozhe Gu, Zixun Zhang, Yuncheng Jiang, Tao Luo, Ruimao Zhang, Shuguang Cui, Zhen Li:
Hierarchical Weight Averaging for Deep Neural Networks. CoRR abs/2304.11519 (2023) - [i184]Siyao Zhang, Xinmin Li, Yin Long, Jie Xu, Shuguang Cui:
Optimized Joint Beamforming for Wireless Powered Over-the-Air Computation. CoRR abs/2305.10055 (2023) - [i183]Xiangyu Gao, Yaping Sun, Hao Chen, Xiaodong Xu, Shuguang Cui:
Soft Actor-Critic Learning-Based Joint Computing, Pushing, and Caching Framework in MEC Networks. CoRR abs/2305.12099 (2023) - [i182]Yaping Sun, Hao Chen, Xiaodong Xu, Ping Zhang, Shuguang Cui:
Zero-shot Multi-level Feature Transmission Policy Powered by Semantic Knowledge Base. CoRR abs/2305.12619 (2023) - [i181]Zhaowei Zhang, Nian Liu, Siyuan Qi, Ceyao Zhang, Ziqi Rong, Song-Chun Zhu, Shuguang Cui, Yaodong Yang:
Heterogeneous Value Evaluation for Large Language Models. CoRR abs/2305.17147 (2023) - [i180]Yao Tang, Guangxu Zhu, Wei Xu, Man Hon Cheung, Tat-Ming Lok, Shuguang Cui:
Integrated Sensing, Computation, and Communication for UAV-assisted Federated Edge Learning. CoRR abs/2306.02990 (2023) - [i179]Yuncheng Jiang, Zixun Zhang, Ruimao Zhang, Guanbin Li, Shuguang Cui, Zhen Li:
YONA: You Only Need One Adjacent Reference-frame for Accurate and Fast Video Polyp Detection. CoRR abs/2306.03686 (2023) - [i178]Yu Lu, Junwei Bao, Zichen Ma, Xiaoguang Han, Youzheng Wu, Shuguang Cui, Xiaodong He:
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets. CoRR abs/2306.09631 (2023) - [i177]Guanlin Wu, Yuan Fang, Jie Xu, Zhiyong Feng, Shuguang Cui:
Energy-Efficient MIMO Integrated Sensing and Communications with On-off Non-transmission Power. CoRR abs/2306.15303 (2023) - [i176]Yuan Fang, Siyao Zhang, Xinmin Li, Jie Xu, Shuguang Cui:
Multi-IRS-Enabled Integrated Sensing and Communications. CoRR abs/2307.02242 (2023) - [i175]Zizheng Yan, Yushuang Wu, Yipeng Qin, Xiaoguang Han, Shuguang Cui, Guanbin Li:
Universal Semi-supervised Model Adaptation via Collaborative Consistency Training. CoRR abs/2307.03449 (2023) - [i174]Yilong Chen, Huijun Xing, Jie Xu, Lexi Xu, Shuguang Cui:
Over-the-Air Computation in OFDM Systems with Imperfect Channel State Information. CoRR abs/2307.05357 (2023) - [i173]Zhe Wang, Jiayi Zhang, Hongyang Du, Dusit Niyato, Shuguang Cui, Bo Ai, Mérouane Debbah, Khaled B. Letaief, H. Vincent Poor:
A Tutorial on Extremely Large-Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications. CoRR abs/2307.07340 (2023) - [i172]Jun Wei, Yiwen Hu, Shuguang Cui, S. Kevin Zhou, Zhen Li:
WeakPolyp: You Only Look Bounding Box for Polyp Segmentation. CoRR abs/2307.10912 (2023) - [i171]Yueru Luo, Chaoda Zheng, Xu Yan, Tang Kun, Chao Zheng, Shuguang Cui, Zhen Li:
LATR: 3D Lane Detection from Monocular Images with Transformer. CoRR abs/2308.04583 (2023) - [i170]Hongyang Du, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Yijing Lin, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Bo Ai, Haibo Zhou, Dong In Kim:
Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. CoRR abs/2308.05384 (2023) - [i169]Duo Wu, Dayou Zhang, Miao Zhang, Ruoyu Zhang, Fangxin Wang, Shuguang Cui:
ILCAS: Imitation Learning-Based Configuration-Adaptive Streaming for Live Video Analytics with Cross-Camera Collaboration. CoRR abs/2308.10068 (2023) - [i168]Yushuang Wu, Xiao Li, Jinglu Wang, Xiaoguang Han, Shuguang Cui, Yan Lu:
Efficient View Synthesis with Neural Radiance Distribution Field. CoRR abs/2308.11130 (2023) - [i167]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Shuguang Cui, Xuemin Shen, Ping Zhang:
Optimizing Mobile-Edge AI-Generated Everything (AIGX) Services by Prompt Engineering: Fundamental, Framework, and Case Study. CoRR abs/2309.01065 (2023) - [i166]Yong Zeng, Junting Chen, Jie Xu, Di Wu, Xiaoli Xu, Shi Jin, Xiqi Gao, David Gesbert, Shuguang Cui, Rui Zhang:
A Tutorial on Environment-Aware Communications via Channel Knowledge Map for 6G. CoRR abs/2309.07460 (2023) - [i165]Xiangyu Gao, Yaping Sun, Hao Chen, Xiaodong Xu, Shuguang Cui:
Joint Computing, Pushing, and Caching Optimization for Mobile Edge Computing Networks via Soft Actor-Critic Learning. CoRR abs/2309.15369 (2023) - [i164]Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Ping Zhang, Shuguang Cui, Xuemin Shen, Shiwen Mao, Zhu Han, Abbas Jamalipour, H. Vincent Poor, Dong In Kim:
The Age of Generative AI and AI-Generated Everything. CoRR abs/2311.00947 (2023) - [i163]Ziqin Zhou, Xiaoyang Li, Guangxu Zhu, Jie Xu, Kaibin Huang, Shuguang Cui:
Integrating Sensing, Communication, and Power Transfer: Multiuser Beamforming Design. CoRR abs/2311.09028 (2023) - [i162]Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Xuemin Shen, Dong In Kim:
User-Centric Interactive AI for Distributed Diffusion Model-based AI-Generated Content. CoRR abs/2311.11094 (2023) - [i161]Jinke Ren, Zezhong Zhang, Jie Xu, Guanying Chen, Yaping Sun, Ping Zhang, Shuguang Cui:
Knowledge Base Enabled Semantic Communication: A Generative Perspective. CoRR abs/2311.12443 (2023) - [i160]Zhihao Yuan, Jinke Ren, Chun-Mei Feng, Hengshuang Zhao, Shuguang Cui, Zhen Li:
Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding. CoRR abs/2311.15383 (2023) - [i159]Xiangyu Gao, Yaping Sun, Dongyu Wei, Xiaodong Xu, Hao Chen, Hao Yin, Shuguang Cui:
Learning for Semantic Knowledge Base-Guided Online Feature Transmission in Dynamic Channels. CoRR abs/2311.18316 (2023) - [i158]Zhangyang Xiong, Chenghong Li, Kenkun Liu, Hongjie Liao, Jianqiao Hu, Junyi Zhu, Shuliang Ning, Lingteng Qiu, Chongjie Wang, Shijie Wang, Shuguang Cui, Xiaoguang Han:
MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures. CoRR abs/2312.02963 (2023) - [i157]Haiming Zhang, Zhihao Yuan, Chaoda Zheng, Xu Yan, Baoyuan Wang, Guanbin Li, Song Wu, Shuguang Cui, Zhen Li:
GSmoothFace: Generalized Smooth Talking Face Generation via Fine Grained 3D Face Guidance. CoRR abs/2312.07385 (2023) - [i156]Haiming Zhang, Xu Yan, Dongfeng Bai, Jiantao Gao, Pan Wang, Bingbing Liu, Shuguang Cui, Zhen Li:
RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation. CoRR abs/2312.11829 (2023) - 2022
- [i155]Peixi Liu, Guangxu Zhu, Wei Jiang, Wu Luo, Jie Xu, Shuguang Cui:
Vertical Federated Edge Learning with Distributed Integrated Sensing and Communication. CoRR abs/2201.08512 (2022) - [i154]Xianggang Yu, Jiapeng Tang, Yipeng Qin, Chenghong Li, Linchao Bao, Xiaoguang Han, Shuguang Cui:
PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis. CoRR abs/2202.04879 (2022) - [i153]Yushuang Wu, Zizheng Yan, Shengcai Cai, Guanbin Li, Yizhou Yu, Xiaoguang Han, Shuguang Cui:
PointMatch: A Consistency Training Framework for Weakly SupervisedSemantic Segmentation of 3D Point Clouds. CoRR abs/2202.10705 (2022) - [i152]Zhihao Yuan, Xu Yan, Yinghong Liao, Yao Guo, Guanbin Li, Zhen Li, Shuguang Cui:
X-Trans2Cap: Cross-Modal Knowledge Transfer using Transformer for 3D Dense Captioning. CoRR abs/2203.00843 (2022) - [i151]Chaoda Zheng, Xu Yan, Haiming Zhang, Baoyuan Wang, Shenghui Cheng, Shuguang Cui, Zhen Li:
Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds. CoRR abs/2203.01730 (2022) - [i150]Liangdong Qiu, Chongjie Ye, Pei Chen, Yunbi Liu, Xiaoguang Han, Shuguang Cui:
DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation. CoRR abs/2204.11911 (2022) - [i149]Zizheng Yan, Yushuang Wu, Guanbin Li, Yipeng Qin, Xiaoguang Han, Shuguang Cui:
Multi-level Consistency Learning for Semi-supervised Domain Adaptation. CoRR abs/2205.04066 (2022) - [i148]Ran Li, Chuan Huang, Xiaoqi Qin, Shengpei Jiang, Nan Ma, Shuguang Cui:
Coexistence between Task- and Data-Oriented Communications: A Whittle's Index Guided Multi-Agent Reinforcement Learning Approach. CoRR abs/2205.09377 (2022) - [i147]Rui Chen, Dian Shi, Xiaoqi Qin, Dongjie Liu, Miao Pan, Shuguang Cui:
Service Delay Minimization for Federated Learning over Mobile Devices. CoRR abs/2205.09868 (2022) - [i146]Liang Liu, Shuowen Zhang, Rui Du, Tong Xiao Han, Shuguang Cui:
Networked Sensing in 6G Cellular Networks: Opportunities and Challenges. CoRR abs/2206.00493 (2022) - [i145]Peixi Liu, Guangxu Zhu, Shuai Wang, Wei Jiang, Wu Luo, H. Vincent Poor, Shuguang Cui:
Toward Ambient Intelligence: Federated Edge Learning with Task-Oriented Sensing, Computation, and Communication Integration. CoRR abs/2206.05949 (2022) - [i144]Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. CoRR abs/2207.00969 (2022) - [i143]Zhihao Yuan, Xu Yan, Zhuo Li, Xuhao Li, Yao Guo, Shuguang Cui, Zhen Li:
Toward Explainable and Fine-Grained 3D Grounding through Referring Textual Phrases. CoRR abs/2207.01821 (2022) - [i142]Haolin Liu, Yujian Zheng, Guanying Chen, Shuguang Cui, Xiaoguang Han:
Towards High-Fidelity Single-view Holistic Reconstruction of Indoor Scenes. CoRR abs/2207.08656 (2022) - [i141]Guangyi Liu, Zeyu Feng, Yuan Gao, Zichao Yang, Xiaodan Liang, Junwei Bao, Xiaodong He, Shuguang Cui, Zhen Li, Zhiting Hu:
Composable Text Control Operations in Latent Space with Ordinary Differential Equations. CoRR abs/2208.00638 (2022) - [i140]Zezhong Zhang, Guangxu Zhu, Shuguang Cui:
Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning. CoRR abs/2208.03694 (2022) - [i139]Yili Jin, Junhua Liu, Fangxin Wang, Shuguang Cui:
Where Are You Looking?: A Large-Scale Dataset of Head and Gaze Behavior for 360-Degree Videos and a Pilot Study. CoRR abs/2208.04079 (2022) - [i138]Xiaowen Cao, Zhonghao Lyu, Guangxu Zhu, Jie Xu, Lexi Xu, Shuguang Cui:
An Overview on Over-the-Air Federated Edge Learning. CoRR abs/2208.05643 (2022) - [i137]Yining Wang, Mingzhe Chen, Tao Luo, Walid Saad, Dusit Niyato, H. Vincent Poor, Shuguang Cui:
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach. CoRR abs/2208.08239 (2022) - [i136]Yueru Luo, Xu Yan, Chaoda Zheng, Chao Zheng, Shuqi Mei, Tang Kun, Shuguang Cui, Zhen Li:
M^2-3DLaneNet: Multi-Modal 3D Lane Detection. CoRR abs/2209.05996 (2022) - [i135]Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui:
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. CoRR abs/2209.10200 (2022) - [i134]Yuncheng Jiang, Zixun Zhang, Shixi Qin, Yao Guo, Zhen Li, Shuguang Cui:
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical Segmentation. CoRR abs/2210.01485 (2022) - [i133]Xu Yan, Heshen Zhan, Chaoda Zheng, Jiantao Gao, Ruimao Zhang, Shuguang Cui, Zhen Li:
Let Images Give You More: Point Cloud Cross-Modal Training for Shape Analysis. CoRR abs/2210.04208 (2022) - [i132]Haoning Zhang, Junwei Bao, Haipeng Sun, Huaishao Luo, Wenye Li, Shuguang Cui:
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking. CoRR abs/2210.05146 (2022) - [i131]Guangxu Zhu, Zhonghao Lyu, Xiang Jiao, Peixi Liu, Mingzhe Chen, Jie Xu, Shuguang Cui, Ping Zhang:
Pushing AI to Wireless Network Edge: An Overview on Integrated Sensing, Communication, and Computation towards 6G. CoRR abs/2211.02574 (2022) - [i130]Jun Gao, Dongze Wu, Feng Yin, Qinglei Kong, Lexi Xu, Shuguang Cui:
MetaLoc: Learning to Learn Wireless Localization. CoRR abs/2211.04258 (2022) - [i129]Haoning Zhang, Junwei Bao, Haipeng Sun, Youzheng Wu, Wenye Li, Shuguang Cui, Xiaodong He:
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking. CoRR abs/2211.05503 (2022) - [i128]Yinghong Liao, Wending Zhou, Xu Yan, Shuguang Cui, Yizhou Yu, Zhen Li:
Geometry-Aware Network for Domain Adaptive Semantic Segmentation. CoRR abs/2212.00920 (2022) - [i127]Jun Wei, Yiwen Hu, Guanbin Li, Shuguang Cui, S. Kevin Zhou, Zhen Li:
BoxPolyp: Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations. CoRR abs/2212.03498 (2022) - [i126]Shuliang Ning, Mengcheng Lan, Yanran Li, Chaofeng Chen, Qian Chen, Xunlai Chen, Xiaoguang Han, Shuguang Cui:
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction. CoRR abs/2212.04655 (2022) - [i125]Zhidi Lin, Lei Cheng, Feng Yin, Lexi Xu, Shuguang Cui:
Output-Dependent Gaussian Process State-Space Model. CoRR abs/2212.07608 (2022) - 2021
- [i124]Zhaohui Yang, Mingzhe Chen, Kai-Kit Wong, H. Vincent Poor, Shuguang Cui:
Federated Learning for 6G: Applications, Challenges, and Opportunities. CoRR abs/2101.01338 (2021) - [i123]Amin Shahraki, Mahmoud Abbasi, Md. Jalil Piran, Mingzhe Chen, Shuguang Cui:
A Comprehensive Survey on 6G Networks: Applications, Core Services, Enabling Technologies, and Future Challenges. CoRR abs/2101.12475 (2021) - [i122]Jincheng Dai, Kailin Tan, Zhongwei Si, Kai Niu, Mingzhe Chen, H. Vincent Poor, Shuguang Cui:
Learning to Decode Protograph LDPC Codes. CoRR abs/2102.03828 (2021) - [i121]Yining Wang, Mingzhe Chen, Zhaohui Yang, Walid Saad, Tao Luo, Shuguang Cui, H. Vincent Poor:
Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks. CoRR abs/2102.12277 (2021) - [i120]Zhihao Yuan, Xu Yan, Yinghong Liao, Ruimao Zhang, Zhen Li, Shuguang Cui:
InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring. CoRR abs/2103.01128 (2021) - [i119]Chuanhong Liu, Caili Guo, Yang Yang, Mingzhe Chen, H. Vincent Poor, Shuguang Cui:
Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems. CoRR abs/2103.03444 (2021) - [i118]Haolin Liu, Anran Lin, Xiaoguang Han, Lei Yang, Yizhou Yu, Shuguang Cui:
Refer-it-in-RGBD: A Bottom-up Approach for 3D Visual Grounding in RGBD Images. CoRR abs/2103.07894 (2021) - [i117]Kai Chen, Qinglei Kong, Yijue Dai, Yue Xu, Feng Yin, Lexi Xu, Shuguang Cui:
Data-Driven Wireless Communication Using Gaussian Processes. CoRR abs/2103.10134 (2021) - [i116]Sihua Wang, Mingzhe Chen, Zhaohui Yang, Changchuan Yin, Walid Saad, Shuguang Cui, H. Vincent Poor:
Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics. CoRR abs/2104.01527 (2021) - [i115]Weibing Zhao, Xu Yan, Jiantao Gao, Ruimao Zhang, Jiayan Zhang, Zhen Li, Song Wu, Shuguang Cui:
PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery. CoRR abs/2104.14769 (2021) - [i114]Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He:
RevCore: Review-augmented Conversational Recommendation. CoRR abs/2106.00957 (2021) - [i113]Xiaowen Cao, Guangxu Zhu, Jie Xu, Zhiqin Wang, Shuguang Cui:
Optimized Power Control Design for Over-the-Air Federated Edge Learning. CoRR abs/2106.09316 (2021) - [i112]Zichen Ma, Yu Lu, Zihan Lu, Wenye Li, Jinfeng Yi, Shuguang Cui:
Towards Heterogeneous Clients with Elastic Federated Learning. CoRR abs/2106.09433 (2021) - [i111]Guangyi Liu, Zichao Yang, Tianhua Tao, Xiaodan Liang, Zhen Li, Bowen Zhou, Shuguang Cui, Zhiting Hu:
Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation. CoRR abs/2106.15078 (2021) - [i110]Zhaorui Wang, Liang Liu, Shuowen Zhang, Shuguang Robert Cui:
Massive MIMO Communication with Intelligent Reflecting Surface. CoRR abs/2107.04255 (2021) - [i109]Yiqun Lin, Lichang Chen, Haibin Huang, Chongyang Ma, Xiaoguang Han, Shuguang Cui:
Beyond Farthest Point Sampling in Point-Wise Analysis. CoRR abs/2107.04291 (2021) - [i108]Wenting Jiang, Yicheng Jiang, Lu Zhang, Changmiao Wang, Xiaoguang Han, Shuixing Zhang, Xiang Wan, Shuguang Cui:
Hepatocellular Carcinoma Segmentation fromDigital Subtraction Angiography Videos usingLearnable Temporal Difference. CoRR abs/2107.04306 (2021) - [i107]Mengcheng Lan, Shuliang Ning, Yanran Li, Qian Chen, Xunlai Chen, Xiaoguang Han, Shuguang Cui:
From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting. CoRR abs/2107.10068 (2021) - [i106]Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Caijun Zhong, Shuguang Cui:
Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling. CoRR abs/2107.11588 (2021) - [i105]Jun Wei, Qin Wang, Zhen Li, Sheng Wang, S. Kevin Zhou, Shuguang Cui:
Shallow Feature Matters for Weakly Supervised Object Localization. CoRR abs/2108.00873 (2021) - [i104]Jun Wei, Yiwen Hu, Ruimao Zhang, Zhen Li, S. Kevin Zhou, Shuguang Cui:
Shallow Attention Network for Polyp Segmentation. CoRR abs/2108.00882 (2021) - [i103]Qin Wang, Hui Che, Weizhen Ding, Li Xiang, Guanbin Li, Zhen Li, Shuguang Cui:
Colorectal Polyp Classification from White-light Colonoscopy Images via Domain Alignment. CoRR abs/2108.02476 (2021) - [i102]Qin Wang, Jun Wei, Boyuan Wang, Zhen Li, Sheng Wang, Shuguang Cui:
Adaptive Residue-wise Profile Fusion for Low Homologous Protein SecondaryStructure Prediction Using External Knowledge. CoRR abs/2108.04176 (2021) - [i101]Chaoda Zheng, Xu Yan, Jiantao Gao, Weibing Zhao, Wei Zhang, Zhen Li, Shuguang Cui:
Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds. CoRR abs/2108.04728 (2021) - [i100]Guangyi Liu, Yinghong Liao, Fuyu Wang, Bin Zhang, Lu Zhang, Xiaodan Liang, Xiang Wan, Shaolin Li, Zhen Li, Shuixing Zhang, Shuguang Cui:
Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning. CoRR abs/2108.05067 (2021) - [i99]Qin Shi, Liang Liu, Shuowen Zhang, Shuguang Cui:
Device-Free Sensing in OFDM Cellular Network. CoRR abs/2108.09177 (2021) - [i98]Yang Yang, Yujie Yang, Mingzhe Chen, Chunyan Feng, Hailun Xia, Shuguang Cui, H. Vincent Poor:
Joint LED Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems. CoRR abs/2108.12748 (2021) - [i97]Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui:
Transmission Power Control for Over-the-Air Federated Averaging at Network Edge. CoRR abs/2111.05719 (2021) - [i96]Zichen Ma, Zihan Lu, Yu Lu, Wenye Li, Jinfeng Yi, Shuguang Cui:
Federated Two-stage Learning with Sign-based Voting. CoRR abs/2112.05687 (2021) - [i95]Xu Yan, Zhihao Yuan, Yuhao Du, Yinghong Liao, Yao Guo, Zhen Li, Shuguang Cui:
CLEVR3D: Compositional Language and Elementary Visual Reasoning for Question Answering in 3D Real-World Scenes. CoRR abs/2112.11691 (2021) - 2020
- [i94]Songyang Zhang, Shuguang Cui, Zhi Ding:
Hypergraph Spectral Analysis and Processing in 3D Point Cloud. CoRR abs/2001.02384 (2020) - [i93]Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui:
Convergence Time Optimization for Federated Learning over Wireless Networks. CoRR abs/2001.07845 (2020) - [i92]Xiao Liu, Mingzhe Chen, Yuanwei Liu, Yue Chen, Shuguang Cui, Lajos Hanzo:
Artificial Intelligence Aided Next-Generation Networks Relying on UAVs. CoRR abs/2001.11958 (2020) - [i91]Zhaorui Wang, Liang Liu, Shuguang Cui:
Intelligent Reflecting Surface Assisted Massive MIMO Communications. CoRR abs/2002.05899 (2020) - [i90]Yiqun Lin, Zizheng Yan, Haibin Huang, Dong Du, Ligang Liu, Shuguang Cui, Xiaoguang Han:
FPConv: Learning Local Flattening for Point Convolution. CoRR abs/2002.10701 (2020) - [i89]Fuwei Li, Lifeng Lai, Shuguang Cui:
Optimal Feature Manipulation Attacks Against Linear Regression. CoRR abs/2003.00177 (2020) - [i88]Yue Xu, Feng Yin, Wenjun Xu, Chia-Han Lee, Jiaru Lin, Shuguang Cui:
Scalable Learning Paradigms for Data-Driven Wireless Communication. CoRR abs/2003.00474 (2020) - [i87]Xu Yan, Chaoda Zheng, Zhen Li, Sheng Wang, Shuguang Cui:
PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling. CoRR abs/2003.00492 (2020) - [i86]Feng Yin, Zhidi Lin, Yue Xu, Qinglei Kong, Deshi Li, Sergios Theodoridis, Shuguang Cui:
FedLoc: Federated Learning Framework for Cooperative Localization and Location Data Processing. CoRR abs/2003.03697 (2020) - [i85]Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui, H. Vincent Poor:
Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks. CoRR abs/2003.09375 (2020) - [i84]Lingteng Qiu, Xuanye Zhang, Yanran Li, Guanbin Li, Xiaojun Wu, Zixiang Xiong, Xiaoguang Han, Shuguang Cui:
Peeking into occluded joints: A novel framework for crowd pose estimation. CoRR abs/2003.10506 (2020) - [i83]Heming Zhu, Yu Cao, Hang Jin, Weikai Chen, Dong Du, Zhangye Wang, Shuguang Cui, Xiaoguang Han:
Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images. CoRR abs/2003.12753 (2020) - [i82]Lei Cheng, Liang Liu, Shuguang Cui:
A Covariance-based User Activity Detection and Channel Estimation Approach with Novel Pilot Design. CoRR abs/2004.09714 (2020) - [i81]Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui:
Energy-Efficient Wireless Communications with Distributed Reconfigurable Intelligent Surfaces. CoRR abs/2005.00269 (2020) - [i80]Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui:
Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks. CoRR abs/2005.12394 (2020) - [i79]Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui:
Wireless Communications for Collaborative Federated Learning in the Internet of Things. CoRR abs/2006.02499 (2020) - [i78]Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui:
UVeQFed: Universal Vector Quantization for Federated Learning. CoRR abs/2006.03262 (2020) - [i77]Songyang Zhang, Han Zhang, Shuguang Cui, Zhi Ding:
From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation. CoRR abs/2007.00730 (2020) - [i76]Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui:
Delay Minimization for Federated Learning Over Wireless Communication Networks. CoRR abs/2007.03462 (2020) - [i75]Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin, Shuguang Cui, H. Vincent Poor:
A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks. CoRR abs/2007.10102 (2020) - [i74]Yinyu Nie, Yiqun Lin, Xiaoguang Han, Shihui Guo, Jian Chang, Shuguang Cui, Jian-Jun Zhang:
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment. CoRR abs/2010.07428 (2020) - [i73]Fuwei Li, Lifeng Lai, Shuguang Cui:
On the Adversarial Robustness of LASSO Based Feature Selection. CoRR abs/2010.10045 (2020) - [i72]Peiming Li, Lifeng Xie, Jianping Yao, Jie Xu, Shuguang Cui, Ping Zhang:
Asymmetric Interference Cancellation for 5G Non-Public Network with Uplink-Downlink Spectrum Sharing. CoRR abs/2011.01511 (2020) - [i71]Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui:
Optimized Power Control for Over-the-Air Federated Edge Learning. CoRR abs/2011.05587 (2020) - [i70]Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui:
Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks. CoRR abs/2012.03158 (2020) - [i69]Xu Yan, Jiantao Gao, Jie Li, Ruimao Zhang, Zhen Li, Rui Huang, Shuguang Cui:
Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion. CoRR abs/2012.03762 (2020) - 2019
- [i68]Zizheng Yan, Xiaoguang Han, Changmiao Wang, Yuda Qiu, Zixiang Xiong, Shuguang Cui:
Learning Mutually Local-global U-nets For High-resolution Retinal Lesion Segmentation in Fundus Images. CoRR abs/1901.06047 (2019) - [i67]Yue Xu, Feng Yin, Wenjun Xu, Jiaru Lin, Shuguang Cui:
Wireless Traffic Prediction with Scalable Gaussian Process: Framework, Algorithms, and Verification. CoRR abs/1902.04763 (2019) - [i66]Xiaoguang Han, Zhaoxuan Zhang, Dong Du, Mingdai Yang, Jingming Yu, Pan Pan, Xin Yang, Ligang Liu, Zixiang Xiong, Shuguang Cui:
Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image. CoRR abs/1903.04019 (2019) - [i65]Yue Xu, Wenjun Xu, Zhi Wang, Jiaru Lin, Shuguang Cui:
Load Balancing for Ultra-Dense Networks: A Deep Reinforcement Learning Based Approach. CoRR abs/1906.00767 (2019) - [i64]Linning Xu, Feng Yin, Jiawei Zhang, Zhi-Quan Luo, Shuguang Cui:
A General O(n2) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM. CoRR abs/1906.02387 (2019) - [i63]Yue Xu, Zengde Deng, Mengdi Wang, Wenjun Xu, Anthony Man-Cho So, Shuguang Cui:
Voting-Based Multi-Agent Reinforcement Learning. CoRR abs/1907.01385 (2019) - [i62]Feng Wang, Jie Xu, Shuguang Cui:
Optimal Energy Allocation and Task Offloading Policy for Wireless Powered Mobile Edge Computing Systems. CoRR abs/1907.07565 (2019) - [i61]Fuwei Li, Lifeng Lai, Shuguang Cui:
On the Adversarial Robustness of Subspace Learning. CoRR abs/1908.06210 (2019) - [i60]Mingzhe Chen, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui:
A Joint Learning and Communications Framework for Federated Learning over Wireless Networks. CoRR abs/1909.07972 (2019) - [i59]Zhaorui Wang, Liang Liu, Shuguang Cui:
Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications. CoRR abs/1911.03084 (2019) - [i58]Zhaorui Wang, Liang Liu, Shuguang Cui:
Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications: Framework, Algorithms, and Analysis. CoRR abs/1912.11783 (2019) - 2018
- [i57]Zhi Wang, Yue Xu, Lihua Li, Hui Tian, Shuguang Cui:
Handover Control in Wireless Systems via Asynchronous Multi-User Deep Reinforcement Learning. CoRR abs/1801.02077 (2018) - [i56]Xiaowen Cao, Feng Wang, Jie Xu, Rui Zhang, Shuguang Cui:
Cooperative Computation and Communication for Mobile Edge Computing. CoRR abs/1805.05906 (2018) - [i55]Man Chu, Hang Li, Xuewen Liao, Shuguang Cui:
Reinforcement Learning based Multi-Access Control and Battery Prediction with Energy Harvesting in IoT Systems. CoRR abs/1805.05929 (2018) - [i54]Xiaoguang Han, Kangcheng Hou, Dong Du, Yuda Qiu, Yizhou Yu, Kun Zhou, Shuguang Cui:
CaricatureShop: Personalized and Photorealistic Caricature Sketching. CoRR abs/1807.09064 (2018) - [i53]Ruichen Deng, Zhiyuan Jiang, Sheng Zhou, Shuguang Cui, Zhisheng Niu:
A Two-Step Learning and Interpolation Method for Location-Based Channel Database. CoRR abs/1812.01247 (2018) - [i52]Han Zhang, Bo Ai, Wenjun Xu, Li Xu, Shuguang Cui:
MIMO Channel Interpolation via Tucker Decomposed Extreme Learning Machine. CoRR abs/1812.10506 (2018) - 2017
- [i51]Feng Wang, Jie Xu, Xin Wang, Shuguang Cui:
Joint Offloading and Computing Optimization in Wireless Powered Mobile-Edge Computing Systems. CoRR abs/1702.00606 (2017) - [i50]Xiaowen Cao, Feng Wang, Jie Xu, Rui Zhang, Shuguang Cui:
Joint Computation and Communication Cooperation for Mobile Edge Computing. CoRR abs/1704.06777 (2017) - [i49]Qilian Yu, Hang Li, Yun Liao, Shuguang Cui:
Fast Budgeted Influence Maximization over Multi-Action Event Logs. CoRR abs/1710.02141 (2017) - 2016
- [i48]Easton Li Xu, Xiaoning Qian, Tie Liu, Shuguang Cui:
Detection of Cooperative Interactions in Logistic Regression Models. CoRR abs/1602.03963 (2016) - [i47]Qilian Yu, Easton Li Xu, Shuguang Cui:
Streaming Algorithms for News and Scientific Literature Recommendation: Submodular Maximization with a d-Knapsack Constraint. CoRR abs/1603.05614 (2016) - [i46]Hang Li, Chuan Huang, Shuguang Cui:
Multiuser Energy Diversity in Energy Harvesting Wireless Communications. CoRR abs/1607.04700 (2016) - 2015
- [i45]Hang Li, Jie Xu, Rui Zhang, Shuguang Cui:
A General Utility Optimization Framework for Energy Harvesting Based Wireless Communications. CoRR abs/1501.01345 (2015) - [i44]Yanyan Zhang, Weijia Han, Di Li, Ping Zhang, Shuguang Cui:
Power vs. Spectrum 2-D Sensing in Energy Harvesting Cognitive Radio Networks. CoRR abs/1502.04099 (2015) - [i43]Hang Li, Chuan Huang, Ping Zhang, Shuguang Cui, Junshan Zhang:
Distributed Opportunistic Scheduling for Energy Harvesting Based Wireless Networks: A Two-Stage Probing Approach. CoRR abs/1502.07598 (2015) - [i42]Suzhi Bi, Rui Zhang, Zhi Ding, Shuguang Cui:
Wireless Communications in the Era of Big Data. CoRR abs/1508.06369 (2015) - [i41]Qing Zhou, Di Li, Soummya Kar, Lauren M. Huie, H. Vincent Poor, Shuguang Cui:
Learning-Based Distributed Detection-Estimation in Sensor Networks with Unknown Sensor Defects. CoRR abs/1510.02371 (2015) - [i40]Di Li, Soummya Kar, Fuad E. Alsaadi, Shuguang Cui:
Distributed Bayesian Quickest Change Detection in Sensor Networks via Two-layer Large Deviation Analysis. CoRR abs/1512.02319 (2015) - 2014
- [i39]Di Li, Soummya Kar, José M. F. Moura, H. Vincent Poor, Shuguang Cui:
Distributed Kalman Filtering over Big Data: Analysis Through Large Deviations of Random Riccati Equations. CoRR abs/1402.0246 (2014) - [i38]Beiyu Rong, Chun-Hung Liu, Shuguang Cui:
Optimal Discrete Power Control in Poisson-Clustered Ad Hoc Networks. CoRR abs/1402.7247 (2014) - [i37]Weijia Han, Huiyan Sang, Min Sheng, Jiandong Li, Shuguang Cui:
Cognitive Learning of Statistical Primary Patterns via Bayesian Network. CoRR abs/1409.7930 (2014) - [i36]Ali Eslami, Chuan Huang, Junshan Zhang, Shuguang Cui:
Cascading Failures in Finite-Size Random Geometric Networks. CoRR abs/1410.3512 (2014) - [i35]Hang Li, Chuan Huang, Fuad E. Alsaadi, Abdullah M. Dobaie, Shuguang Cui:
Opportunistic Multi-Channel Access in Heterogeneous Networks with Renewable Energy Supplies. CoRR abs/1412.4458 (2014) - [i34]Daniel Zahavi, Lili Zhang, Ivana Maric, Ron Dabora, Andrea J. Goldsmith, Shuguang Cui:
Diversity-Multiplexing Tradeoff for the Interference Channel with a Relay. CoRR abs/1412.4514 (2014) - 2013
- [i33]Amir Salimi, Tie Liu, Shuguang Cui:
Generalized Cut-Set Bounds for Broadcast Networks. CoRR abs/1301.5334 (2013) - [i32]Di Li, Lifeng Lai, Shuguang Cui:
Quickest Change Point Detection and Identification Across a Generic Sensor Array. CoRR abs/1305.4199 (2013) - 2012
- [i31]Chuan Huang, Shuguang Cui:
On the Alternative Relaying Diamond Channel with Conferencing Links. CoRR abs/1202.0607 (2012) - [i30]Armin Banaei, Daren B. H. Cline, Costas N. Georghiades, Shuguang Cui:
On Asymptotic Statistics for Geometric Routing Schemes in Wireless Ad-Hoc Networks. CoRR abs/1211.2496 (2012) - [i29]Chuan Huang, Rui Zhang, Shuguang Cui:
Optimal Power Allocation for Outage Minimization in Fading Channels with Energy Harvesting Constraints. CoRR abs/1212.0075 (2012) - 2011
- [i28]Chuan Huang, Jinhua Jiang, Shuguang Cui:
On the Achievable Rates of the Diamond Relay Channel with Conferencing Links. CoRR abs/1101.1515 (2011) - [i27]Armin Banaei, Costas N. Georghiades, Shuguang Cui:
Study of Large Overlaid Cognitive Radio Networks: From Throughput Scaling to Asymptotic Multiplexing Gain. CoRR abs/1103.0843 (2011) - [i26]Lili Zhang, Jinhua Jiang, Shuguang Cui:
Interference Channel with State Information. CoRR abs/1104.3661 (2011) - [i25]Chuan Huang, Jinhua Jiang, Shuguang Cui:
Asymptotic Capacity of Large Relay Networks with Conferencing Links. CoRR abs/1104.3662 (2011) - [i24]Tarun Agarwal, Shuguang Cui:
Noncooperative Games for Autonomous Consumer Load Balancing over Smart Grid. CoRR abs/1104.3802 (2011) - [i23]Chuan Huang, Rui Zhang, Shuguang Cui:
Throughput Maximization for the Gaussian Relay Channel with Energy Harvesting Constraints. CoRR abs/1109.0724 (2011) - 2010
- [i22]Rui Zhang, Ying-Chang Liang, Shuguang Cui:
Dynamic Resource Allocation in Cognitive Radio Networks: A Convex Optimization Perspective. CoRR abs/1001.3187 (2010) - [i21]Chuan Huang, Jinhua Jiang, Shuguang Cui:
Asymptotic Capacity of Large Fading Relay Networks with Random Node Failures. CoRR abs/1001.5336 (2010) - [i20]Lili Zhang, Jinhua Jiang, Andrea J. Goldsmith, Shuguang Cui:
Study of Gaussian Relay Channels with Correlated Noises. CoRR abs/1002.3192 (2010) - [i19]Lili Zhang, Jinhua Jiang, Shuguang Cui:
Compress-and-Forward Performance in Low-SNR Relay Channels. CoRR abs/1003.0735 (2010) - [i18]Meng Zeng, Rui Zhang, Shuguang Cui:
On Design of Distributed Beamforming for Two-Way Relay Networks. CoRR abs/1005.1711 (2010) - [i17]Lili Zhang, Jinhua Jiang, Shuguang Cui:
Achievable Rate Regions for Discrete Memoryless Interference Channel with State Information. CoRR abs/1006.2769 (2010) - [i16]Jinhua Jiang, Ivana Maric, Andrea J. Goldsmith, Shlomo Shamai, Shuguang Cui:
On the Capacity of a Class of Cognitive Z-interference Channels. CoRR abs/1007.1811 (2010) - [i15]Di Li, Changchuan Yin, Changhai Chen, Shuguang Cui:
A Selection Region Based Routing Protocol for Random Mobile ad hoc Networks. CoRR abs/1007.3105 (2010) - [i14]Meng Zeng, Rui Zhang, Shuguang Cui:
On Design of Collaborative Beamforming for Two-Way Relay Networks. CoRR abs/1010.4980 (2010) - [i13]Jiaming Qiu, Rui Zhang, Zhi-Quan Luo, Shuguang Cui:
Optimal Distributed Beamforming for MISO Interference Channels. CoRR abs/1011.3890 (2010) - 2009
- [i12]Changchuan Yin, Long Gao, Tie Liu, Shuguang Cui:
Transmission Capacities for Overlaid Wireless Ad Hoc Networks with Outage Constraints. CoRR abs/0901.0492 (2009) - [i11]Lan Zhang, Rui Zhang, Ying-Chang Liang, Yan Xin, Shuguang Cui:
On the Relationship Between the Multi-antenna Secrecy Communications and Cognitive Radio Communications. CoRR abs/0901.4830 (2009) - [i10]Meng Zeng, Rui Zhang, Shuguang Cui:
Outage Capacity and Optimal Transmission for Dying Channels. CoRR abs/0905.2413 (2009) - [i9]Long Gao, Rui Zhang, Changchuan Yin, Shuguang Cui:
Throughput and Delay Scaling in Supportive Two-Tier Networks. CoRR abs/0905.3407 (2009) - [i8]Rui Zhang, Shuguang Cui:
Cooperative Interference Management in Multi-Cell Downlink Beamforming. CoRR abs/0910.2771 (2009) - 2008
- [i7]Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor:
Spatial-Spectral Joint Detection for Wideband Spectrum Sensing in Cognitive Radio Networks. CoRR abs/0801.3049 (2008) - [i6]Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor:
Wideband Spectrum Sensing in Cognitive Radio Networks. CoRR abs/0802.4130 (2008) - [i5]Changchuan Yin, Long Gao, Shuguang Cui:
Scaling Laws for Overlaid Wireless Networks: A Cognitive Radio Network vs. a Primary Network. CoRR abs/0805.1209 (2008) - [i4]Rui Zhang, Shuguang Cui, Ying-Chang Liang:
On Ergodic Sum Capacity of Fading Cognitive Multiple-Access and Broadcast Channels. CoRR abs/0806.4468 (2008) - [i3]Long Gao, Rui Zhang, Changchuan Yin, Shuguang Cui:
Delay-Throughput Tradeoff for Supportive Two-Tier Networks. CoRR abs/0812.4826 (2008) - 2007
- [i2]Shuguang Cui, Jinjun Xiao, Andrea J. Goldsmith, Zhi-Quan Luo, H. Vincent Poor:
Estimation Diversity and Energy Efficiency in Distributed Sensing. CoRR abs/0704.3405 (2007) - 2005
- [i1]Shuguang Cui, Jinjun Xiao, Zhi-Quan Luo, Andrea J. Goldsmith, H. Vincent Poor:
Energy-Efficient Joint Estimation in Sensor Networks: Analog vs. Digital. CoRR abs/cs/0501050 (2005)
Coauthor Index
[b4] [j197] [j192] [j183] [j172] [j156] [j151] [j150] [j148] [j146] [j145] [j144] [j138] [j136] [j135] [j133] [j127] [j122] [j121] [j120] [j118] [j114] [c198] [c181] [c180] [c179] [c178] [c177] [c175] [c172] [c159] [c157] [c148] [c147] [c146] [c145] [c144] [c132] [c129] [c122] [i217] [i137] [i135] [i131] [i124] [i123] [i122] [i121] [i119] [i116] [i98] [i93] [i92] [i85] [i81] [i80] [i79] [i78] [i76] [i75] [i70] [i60]
Andrea J. Goldsmith
aka: Andrea Goldsmith
aka: Andrea Goldsmith
[j190] [j186] [j185] [j173] [j147] [j140] [j107] [c261] [c260] [c256] [c239] [c237] [c234] [c233] [c231] [c230] [c220] [c219] [c207] [c204] [c202] [c195] [c191] [c182] [c171] [c165] [c160] [c156] [c155] [c151] [c150] [c134] [c133] [c123] [c114] [i240] [i228] [i216] [i201] [i193] [i191] [i186] [i178] [i175] [i168] [i158] [i154] [i153] [i150] [i149] [i142] [i126] [i118] [i109] [i108] [i107] [i90] [i84] [i83] [i74] [i68] [i66] [i54]
[j204] [j134] [j111] [j102] [j93] [j80] [j73] [j70] [j69] [j64] [j63] [j55] [j52] [j51] [j49] [j48] [j46] [j45] [j40] [j39] [j36] [c199] [c94] [c88] [c83] [c80] [c79] [c75] [c73] [c70] [c69] [c67] [c65] [c64] [c62] [c60] [c59] [c53] [c45] [c42] [c39] [i148] [i46] [i43] [i36] [i35] [i31] [i29] [i28] [i25] [i23] [i21]
[j205] [j194] [j189] [j187] [j184] [j171] [j159] [j155] [j128] [c265] [c264] [c263] [c262] [c259] [c257] [c246] [c245] [c242] [c241] [c236] [c232] [c229] [c221] [c217] [c216] [c215] [c211] [c210] [c206] [c205] [c203] [c201] [c193] [c190] [c189] [c187] [c186] [c183] [c170] [c169] [c168] [c167] [c166] [c164] [c163] [c154] [c153] [c152] [c142] [c141] [c138] [c137] [c134] [c125] [c124] [c115] [i245] [i244] [i243] [i238] [i233] [i225] [i221] [i220] [i218] [i213] [i212] [i210] [i205] [i204] [i203] [i200] [i197] [i196] [i195] [i194] [i190] [i185] [i179] [i172] [i171] [i160] [i157] [i156] [i152] [i151] [i143] [i141] [i136] [i134] [i133] [i128] [i127] [i120] [i115] [i111] [i105] [i104] [i103] [i102] [i101] [i100] [i95] [i87] [i69]
Zhi-Quan Luo
aka: Zhi-Quan Tom Luo
aka: Zhi-Quan Tom Luo
[j214] [j209] [j195] [j165] [j156] [j151] [j150] [j148] [j146] [j144] [j138] [j136] [j135] [j133] [j127] [j122] [j121] [j118] [j114] [j77] [j73] [j61] [j42] [j22] [j17] [j9] [c222] [c181] [c180] [c179] [c178] [c177] [c175] [c172] [c159] [c157] [c148] [c147] [c146] [c145] [c144] [c132] [c129] [c122] [c54] [c52] [c51] [c48] [c47] [c26] [c25] [c13] [c10] [p1] [i227] [i173] [i164] [i145] [i137] [i124] [i122] [i121] [i119] [i116] [i98] [i93] [i85] [i81] [i80] [i79] [i78] [i76] [i75] [i70] [i60] [i41] [i39] [i7] [i6] [i2] [i1]
[j222] [j219] [j216] [j214] [j210] [j202] [j200] [j198] [j193] [j191] [j182] [j179] [j177] [j176] [j175] [j172] [j158] [j154] [j153] [j143] [j141] [j119] [j104] [j100] [j84] [j67] [c238] [c228] [c225] [c223] [c218] [c196] [c176] [c173] [c103] [c99] [i250] [i232] [i230] [i227] [i224] [i208] [i188] [i184] [i177] [i176] [i174] [i166] [i163] [i161] [i155] [i144] [i138] [i131] [i113] [i97] [i72] [i71] [i62] [i56] [i51] [i50] [i45]
Shaohua Kevin Zhou
aka: S. Kevin Zhou
aka: S. Kevin Zhou
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