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2020 – today
- 2022
[j110]Lingjun Pu, Xinjing Yuan, Xiaohang Xu, Xu Chen, Pan Zhou, Jingdong Xu:
Cost-Efficient and Skew-Aware Data Scheduling for Incremental Learning in 5G Networks. IEEE J. Sel. Areas Commun. 40(2): 578-595 (2022)- [i90]Daizong Liu, Xiaoye Qu, Xing Di, Yu Cheng, Zichuan Xu, Pan Zhou:
Memory-Guided Semantic Learning Network for Temporal Sentence Grounding. CoRR abs/2201.00454 (2022) - [i89]Daizong Liu, Xiaoye Qu, Pan Zhou, Yang Liu:
Exploring Motion and Appearance Information for Temporal Sentence Grounding. CoRR abs/2201.00457 (2022) - [i88]Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di, Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou:
Unsupervised Temporal Video Grounding with Deep Semantic Clustering. CoRR abs/2201.05307 (2022) - 2021
- [j109]Kehao Wang
, Hantao Qian, Xuming Zeng, Mozi Chen, Kezhong Liu, Kai Zheng, Pan Zhou, Dapeng Wu:
ATPGNN: Reconstruction of Neighborhood in Graph Neural Networks With Attention-Based Topological Patterns. IEEE Access 9: 9218-9234 (2021) - [j108]Wenyu Zhang, Xiumin Wang, Pan Zhou, Weiwei Wu, Xinglin Zhang:
Client Selection for Federated Learning With Non-IID Data in Mobile Edge Computing. IEEE Access 9: 24462-24474 (2021) - [j107]Qingwen Wang, Jianghui Li, Qian Qi, Pan Zhou, Dapeng Oliver Wu:
An Adaptive-Location-Based Routing Protocol for 3-D Underwater Acoustic Sensor Networks. IEEE Internet Things J. 8(8): 6853-6864 (2021) - [j106]Zeyue Xue, Pan Zhou, Zichuan Xu, Xiumin Wang, Yulai Xie, Xiaofeng Ding, Shiping Wen:
A Resource-Constrained and Privacy-Preserving Edge-Computing-Enabled Clinical Decision System: A Federated Reinforcement Learning Approach. IEEE Internet Things J. 8(11): 9122-9138 (2021) - [j105]Xiaofeng Ding, Lin Chen, Pan Zhou, Zichuan Xu, Shiping Wen, John C. S. Lui, Hai Jin:
Dynamic online convex optimization with long-term constraints via virtual queue. Inf. Sci. 577: 140-161 (2021) - [j104]Pan Zhou, Xiao-Tong Yuan, Shuicheng Yan, Jiashi Feng:
Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds. IEEE Trans. Pattern Anal. Mach. Intell. 43(2): 459-472 (2021) - [j103]Pan Zhou, Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan:
Tensor Low-Rank Representation for Data Recovery and Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 43(5): 1718-1732 (2021) - [j102]Wenxiao Wang, Tianhao Wang, Lun Wang, Nanqing Luo, Pan Zhou, Dawn Song, Ruoxi Jia:
DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing. Proc. Priv. Enhancing Technol. 2021(4): 163-183 (2021) - [j101]Wei Wei, Zanbo Wang, Xianling Mao, Guangyou Zhou, Pan Zhou, Sheng Jiang:
Position-aware self-attention based neural sequence labeling. Pattern Recognit. 110: 107636 (2021) - [j100]Haohua Huang, Pan Zhou, Ye Li, Fangmin Sun:
A Lightweight Attention-Based CNN Model for Efficient Gait Recognition with Wearable IMU Sensors. Sensors 21(8): 2866 (2021) - [j99]Zichuan Xu, Zhiheng Zhang, John C. S. Lui, Weifa Liang, Qiufen Xia, Pan Zhou, Wenzheng Xu, Guowei Wu:
Affinity-Aware VNF Placement in Mobile Edge Clouds via Leveraging GPUs. IEEE Trans. Computers 70(12): 2234-2248 (2021) - [j98]Huanhuan Ran, Shiping Wen, Shiqin Wang, Yuting Cao, Pan Zhou, Tingwen Huang:
Memristor-Based Edge Computing of ShuffleNetV2 for Image Classification. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(8): 1701-1710 (2021) - [j97]Pan Zhou, Shimin Gong, Zichuan Xu, Lixing Chen, Yulai Xie, Changkun Jiang, Xiaofeng Ding:
Trustworthy and Context-Aware Distributed Online Learning With Autoscaling for Content Caching in Collaborative Mobile Edge Computing. IEEE Trans. Cogn. Commun. Netw. 7(4): 1032-1047 (2021) - [j96]Pan Zhou, Weiguang Zhao, Jianghui Li, Ang Li, Wei Du, Shiping Wen:
Massive Maritime Path Planning: A Contextual Online Learning Approach. IEEE Trans. Cybern. 51(12): 6262-6273 (2021) - [j95]Ronghui Ju, Pan Zhou, Shiping Wen, Wei Wei, Yuan Xue, Xiaolei Huang, Xin Yang:
3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling. IEEE Trans. Emerg. Top. Comput. Intell. 5(2): 247-261 (2021) - [j94]Shiping Wen, Minghui Dong, Yin Yang, Pan Zhou, Tingwen Huang, Yiran Chen:
End-to-End Detection-Segmentation System for Face Labeling. IEEE Trans. Emerg. Top. Comput. Intell. 5(3): 457-467 (2021) - [j93]Xiaofeng Ding, Zuan Wang, Pan Zhou, Kim-Kwang Raymond Choo, Hai Jin:
Efficient and Privacy-Preserving Multi-Party Skyline Queries Over Encrypted Data. IEEE Trans. Inf. Forensics Secur. 16: 4589-4604 (2021) - [j92]Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang:
EnlightenGAN: Deep Light Enhancement Without Paired Supervision. IEEE Trans. Image Process. 30: 2340-2349 (2021) - [j91]Lei Yang, Xi Yu, Jiannong Cao, Xuxun Liu, Pan Zhou:
Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services. ACM Trans. Knowl. Discov. Data 15(3): 44:1-44:23 (2021) - [j90]Pan Zhou, Kehao Wang, Linke Guo, Shimin Gong, Bolong Zheng:
A Privacy-Preserving Distributed Contextual Federated Online Learning Framework with Big Data Support in Social Recommender Systems. IEEE Trans. Knowl. Data Eng. 33(3): 824-838 (2021) - [j89]Lixing Chen, Cong Shen, Pan Zhou, Jie Xu:
Collaborative Service Placement for Edge Computing in Dense Small Cell Networks. IEEE Trans. Mob. Comput. 20(2): 377-390 (2021) - [j88]Chenxin Dai, Xiumin Wang, Kai Liu, Deyu Qi, Weiwei Lin, Pan Zhou:
Stable Task Assignment for Mobile Crowdsensing With Budget Constraint. IEEE Trans. Mob. Comput. 20(12): 3439-3452 (2021) - [j87]Haoran You, Yu Cheng, Tianheng Cheng, Chun-Liang Li, Pan Zhou:
Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4389-4403 (2021) - [j86]Tong Wu, Pan Zhou, Binghui Wang, Ang Li, Xueming Tang, Zichuan Xu, Kai Chen, Xiaofeng Ding:
Joint Traffic Control and Multi-Channel Reassignment for Core Backbone Network in SDN-IoT: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Netw. Sci. Eng. 8(1): 231-245 (2021) - [j85]Pan Zhou, Yulai Xie, Ben Niu, Lingjun Pu, Zichuan Xu, Hao Jiang, Huawei Huang:
QoE-Aware 3D Video Streaming via Deep Reinforcement Learning in Software Defined Networking Enabled Mobile Edge Computing. IEEE Trans. Netw. Sci. Eng. 8(1): 419-433 (2021) - [j84]Shuwen Yi, Hao Jiang, Ying Jiang, Pan Zhou, Qiang Wang:
A Hyperbolic Embedding Method for Weighted Networks. IEEE Trans. Netw. Sci. Eng. 8(1): 599-612 (2021) - [j83]Youqi Li, Fan Li, Song Yang, Pan Zhou, Liehuang Zhu, Yu Wang:
Three-Stage Stackelberg Long-Term Incentive Mechanism and Monetization for Mobile Crowdsensing: An Online Learning Approach. IEEE Trans. Netw. Sci. Eng. 8(2): 1385-1398 (2021) - [j82]Jing Wu, Juzhen Wang, Qimei Chen, Zenghui Yuan, Pan Zhou, Xiumin Wang, Cai Fu:
Resource Allocation for Delay-Sensitive Vehicle-to-Multi-Edges (V2Es) Communications in Vehicular Networks: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Netw. Sci. Eng. 8(2): 1873-1886 (2021) - [j81]Shiqian Li, Wei Li, Shiping Wen, Kaibo Shi, Yin Yang, Pan Zhou, Tingwen Huang:
Auto-FERNet: A Facial Expression Recognition Network With Architecture Search. IEEE Trans. Netw. Sci. Eng. 8(3): 2213-2222 (2021) - [j80]Xiaofeng Ding, Shujun Sheng, Jing Liu, Pan Zhou:
Efficient Probabilistic K-NN Computation in Uncertain Sensor Networks. IEEE Trans. Netw. Sci. Eng. 8(3): 2575-2587 (2021) - [j79]Wei Wei, Jiayi Liu, Xianling Mao, Guibing Guo, Feida Zhu, Pan Zhou, Yuchong Hu, Shanshan Feng:
Target-guided Emotion-aware Chat Machine. ACM Trans. Inf. Syst. 39(4): 43:1-43:24 (2021) - [j78]Zichuan Xu, Liqian Zhao, Weifa Liang, Omer F. Rana, Pan Zhou, Qiufen Xia, Wenzheng Xu, Guowei Wu:
Energy-Aware Inference Offloading for DNN-Driven Applications in Mobile Edge Clouds. IEEE Trans. Parallel Distributed Syst. 32(4): 799-814 (2021) - [j77]Shiping Wen, Weiwei Liu, Yin Yang, Pan Zhou, Zhenyuan Guo, Zheng Yan, Yiran Chen, Tingwen Huang:
Multilabel Image Classification via Feature/Label Co-Projection. IEEE Trans. Syst. Man Cybern. Syst. 51(11): 7250-7259 (2021) - [c107]Daizong Liu, Shuangjie Xu, Xiao-Yang Liu, Zichuan Xu, Wei Wei, Pan Zhou:
Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation. AAAI 2021: 2100-2108 - [c106]Daizong Liu, Dongdong Yu, Changhu Wang, Pan Zhou:
F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation. AAAI 2021: 2109-2117 - [c105]Shuai Lin, Pan Zhou, Xiaodan Liang, Jianheng Tang, Ruihui Zhao, Ziliang Chen, Liang Lin:
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation. AAAI 2021: 13362-13370 - [c104]Yubei Xiao, Ke Gong, Pan Zhou, Guolin Zheng, Xiaodan Liang, Liang Lin:
Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition. AAAI 2021: 14112-14120 - [c103]Jiacheng Tian, Pan Zhou, Fangmin Sun, Tao Wang, Hexiang Zhang:
Wearable IMU-based Gym Exercise Recognition Using Data Fusion Methods. BIBE 2021: 27:1-27:7 - [c102]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Yu Cheng, Wei Wei, Zichuan Xu, Yulai Xie:
Context-Aware Biaffine Localizing Network for Temporal Sentence Grounding. CVPR 2021: 11235-11244 - [c101]Guolin Zheng, Yubei Xiao, Ke Gong, Pan Zhou, Xiaodan Liang, Liang Lin:
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition. EMNLP (Findings) 2021: 2765-2777 - [c100]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou:
Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos. EMNLP (1) 2021: 9292-9301 - [c99]Daizong Liu, Xiaoye Qu, Pan Zhou:
Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding. EMNLP (1) 2021: 9302-9311 - [c98]Zichuan Xu, Dongqi Liu, Weifa Liang, Wenzheng Xu, Haipeng Dai, Qiufen Xia, Pan Zhou:
Online Learning Algorithms for Offloading Augmented Reality Requests with Uncertain Demands in MECs. ICDCS 2021: 1064-1074 - [c97]Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu:
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. ICDE 2021: 384-395 - [c96]Pan Zhou, Jiantao Yao, Xuanhao Zhang, Yongsheng Zhao:
Design and Analysis of a Muti-Degree-of-Freedom Dexterous Gripper with Variable Stiffness. ICIRA (1) 2021: 129-139 - [c95]Junnan Li, Pan Zhou, Caiming Xiong, Steven C. H. Hoi:
Prototypical Contrastive Learning of Unsupervised Representations. ICLR 2021 - [c94]Yu Bai, Minshuo Chen, Pan Zhou, Tuo Zhao, Jason D. Lee, Sham M. Kakade, Huan Wang, Caiming Xiong:
How Important is the Train-Validation Split in Meta-Learning? ICML 2021: 543-553 - [c93]Zichuan Xu, Haozhe Ren, Weifa Liang, Qiufen Xia, Wanlei Zhou, Guowei Wu, Pan Zhou:
Near Optimal and Dynamic Mechanisms Towards a Stable NFV Market in Multi-Tier Cloud Networks. INFOCOM 2021: 1-10 - [c92]Zhikang Zou, Xiaoye Qu, Pan Zhou, Shuangjie Xu, Xiaoqing Ye, Wenhao Wu, Jin Ye:
Coarse to Fine: Domain Adaptive Crowd Counting via Adversarial Scoring Network. ACM Multimedia 2021: 2185-2194 - [c91]Qiming Wu, Zhikang Zou, Pan Zhou, Xiaoqing Ye, Binghui Wang, Ang Li:
Towards Adversarial Patch Analysis and Certified Defense against Crowd Counting. ACM Multimedia 2021: 2195-2204 - [c90]Pan Zhou, Yingtian Zou, Xiao-Tong Yuan, Jiashi Feng, Caiming Xiong, Steven C. H. Hoi:
Task similarity aware meta learning: theory-inspired improvement on MAML. UAI 2021: 23-33 - [c89]Nannan Zhang, Wei Wang, Ruining Lan, Pan Zhou, Aiping Huang:
Delay-Aware Cache-Enabled Cooperative D2D Transmission in Mobile Cellular Networks. WCNC 2021: 1-6 - [i87]Wenxiao Wang, Tianhao Wang, Lun Wang, Nanqing Luo, Pan Zhou, Dawn Song, Ruoxi Jia:
DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing. CoRR abs/2103.01496 (2021) - [i86]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Yu Cheng, Wei Wei, Zichuan Xu, Yulai Xie:
Context-aware Biaffine Localizing Network for Temporal Sentence Grounding. CoRR abs/2103.11555 (2021) - [i85]Xian Shi, Pan Zhou, Wei Chen, Lei Xie:
Darts-Conformer: Towards Efficient Gradient-Based Neural Architecture Search For End-to-End ASR. CoRR abs/2104.02868 (2021) - [i84]Zhichao Wang, Wenwen Yang, Pan Zhou, Wei Chen:
WNARS: WFST based Non-autoregressive Streaming End-to-End Speech Recognition. CoRR abs/2104.03587 (2021) - [i83]Qiming Wu, Zhikang Zou, Pan Zhou, Xiaoqing Ye, Binghui Wang, Ang Li:
Towards Adversarial Patch Analysis and Certified Defense against Crowd Counting. CoRR abs/2104.10868 (2021) - [i82]Huming Qiu, Hua Ma, Zhi Zhang, Yifeng Zheng, Anmin Fu, Pan Zhou, Yansong Gao, Derek Abbott, Said F. Al-Sarawi:
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things. CoRR abs/2105.03822 (2021) - [i81]Zanbo Wang, Wei Wei, Xianling Mao, Shanshan Feng, Pan Zhou, Zhiyong He, Sheng Jiang:
Exploiting Global Contextual Information for Document-level Named Entity Recognition. CoRR abs/2106.00887 (2021) - [i80]Wei Wei, Jiayi Liu, Xianling Mao, Guibing Guo, Feida Zhu, Pan Zhou, Yuchong Hu:
Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction. CoRR abs/2106.03044 (2021) - [i79]Shuai Lin, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng, Liang Lin, Eric P. Xing, Xiaodan Liang:
Prototypical Graph Contrastive Learning. CoRR abs/2106.09645 (2021) - [i78]Pan Zhou, Caiming Xiong, Xiao-Tong Yuan, Steven C. H. Hoi:
A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning. CoRR abs/2106.14749 (2021) - [i77]Zhikang Zou, Xiaoye Qu, Pan Zhou, Shuangjie Xu, Xiaoqing Ye, Wenhao Wu, Jin Ye:
Coarse to Fine: Domain Adaptive Crowd Counting via Adversarial Scoring Network. CoRR abs/2107.12858 (2021) - [i76]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou:
Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos. CoRR abs/2109.06398 (2021) - [i75]Daizong Liu, Xiaoye Qu, Pan Zhou:
Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding. CoRR abs/2109.06400 (2021) - [i74]Guolin Zheng, Yubei Xiao, Ke Gong, Pan Zhou, Xiaodan Liang, Liang Lin:
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition. CoRR abs/2109.09161 (2021) - [i73]Zeyuan Yin, Ye Yuan, Panfeng Guo, Pan Zhou:
Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis. CoRR abs/2109.10512 (2021) - [i72]Weihao Yu, Mi Luo, Pan Zhou, Chenyang Si, Yichen Zhou, Xinchao Wang, Jiashi Feng, Shuicheng Yan:
MetaFormer is Actually What You Need for Vision. CoRR abs/2111.11418 (2021) - [i71]Yang Peng, Ping Liu, Yawei Luo, Pan Zhou, Zichuan Xu, Jingen Liu:
Unsupervised Domain Adaptive Person Re-Identification via Human Learning Imitation. CoRR abs/2111.14014 (2021) - [i70]Wenbo Gou, Wen Shi, Jian Lou, Lijie Huang, Pan Zhou, Ruixuan Li:
SNEAK: Synonymous Sentences-Aware Adversarial Attack on Natural Language Video Localization. CoRR abs/2112.04154 (2021) - [i69]Yuxuan Liang, Pan Zhou, Roger Zimmermann, Shuicheng Yan:
DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition. CoRR abs/2112.04674 (2021) - 2020
- [j76]Kehao Wang, Guohua Chen, Qingsong Ai, Hui Cao, Pan Zhou, Dapeng Wu:
Reversible Data Hiding Based on Structural Similarity Block Selection. IEEE Access 8: 20375-20385 (2020) - [j75]Kehao Wang, Zhenhua Xiong, Lin Chen, Pan Zhou, Hyundong Shin:
Joint time delay and energy optimization with intelligent overclocking in edge computing. Sci. China Inf. Sci. 63(4) (2020) - [j74]Yuanfan Yao, Ziyu Wang, Pan Zhou:
Privacy-preserving and energy efficient task offloading for collaborative mobile computing in IoT: An ADMM approach. Comput. Secur. 96: 101886 (2020) - [j73]Sizhen Li, Kai Yu, Li-xiang Ou, Pan Zhou, Gary Zhang:
A compact hybrid envelope tracking supply modulator with wide-band high-slew-rate linear amplifier. IEICE Electron. Express 17(10): 20200121 (2020) - [j72]Daizong Liu, Xi Ouyang, Shuangjie Xu, Pan Zhou, Kun He, Shiping Wen:
SAANet: Siamese action-units attention network for improving dynamic facial expression recognition. Neurocomputing 413: 145-157 (2020) - [j71]Yifan Yang, Jie Xu, Zichuan Xu, Pan Zhou, Tie Qiu:
Quantile Context-Aware Social IoT Service Big Data Recommendation With D2D Communication. IEEE Internet Things J. 7(6): 5533-5548 (2020) - [j70]Ning Chen, Tie Qiu, Chaoxu Mu, Min Han, Pan Zhou:
Deep Actor-Critic Learning-Based Robustness Enhancement of Internet of Things. IEEE Internet Things J. 7(7): 6191-6200 (2020) - [j69]Zilong Cao, Pan Zhou, Ruixuan Li, Siqi Huang, Dapeng Oliver Wu:
Multiagent Deep Reinforcement Learning for Joint Multichannel Access and Task Offloading of Mobile-Edge Computing in Industry 4.0. IEEE Internet Things J. 7(7): 6201-6213 (2020) - [j68]Yugen Qin, Qiufen Xia, Zichuan Xu, Pan Zhou, Alex Galis, Omer F. Rana, Jiankang Ren, Guowei Wu:
Enabling Multicast Slices in Edge Networks. IEEE Internet Things J. 7(9): 8485-8501 (2020) - [j67]Qingwen Wang, Jianghui Li, Qian Qi, Pan Zhou, Dapeng Oliver Wu:
A Game-Theoretic Routing Protocol for 3-D Underwater Acoustic Sensor Networks. IEEE Internet Things J. 7(10): 9846-9857 (2020) - [j66]Wei Du, Ang Li, Pan Zhou, Zichuan Xu, Xiumin Wang, Hao Jiang, Dapeng Oliver Wu:
Approximate to Be Great: Communication Efficient and Privacy-Preserving Large-Scale Distributed Deep Learning in Internet of Things. IEEE Internet Things J. 7(12): 11678-11692 (2020) - [j65]Pan Zhou, Xinshu He, Shouxi Luo, Hongfang Yu, Gang Sun:
JPAS: Job-progress-aware flow scheduling for deep learning clusters. J. Netw. Comput. Appl. 158: 102590 (2020) - [j64]Ziyu Wang, Nanqing Luo, Pan Zhou:
GuardHealth: Blockchain empowered secure data management and Graph Convolutional Network enabled anomaly detection in smart healthcare. J. Parallel Distributed Comput. 142: 1-12 (2020) - [j63]Sicong Zhou, Huawei Huang, Wuhui Chen, Pan Zhou, Zibin Zheng, Song Guo:
PiRATE: A Blockchain-Based Secure Framework of Distributed Machine Learning in 5G Networks. IEEE Netw. 34(6): 84-91 (2020) - [j62]Kehao Wang, Zhixin Hu, Qingsong Ai, Yi Zhong, Jihong Yu, Pan Zhou, Lin Chen, Hyundong Shin:
Joint Offloading and Charge Cost Minimization in Mobile Edge Computing. IEEE Open J. Commun. Soc. 1: 205-216 (2020) - [j61]Xiang Fang, Yuchong Hu, Pan Zhou, Dapeng Oliver Wu:
V$^3$H: View Variation and View Heredity for Incomplete Multiview Clustering. IEEE Trans. Artif. Intell. 1(3): 233-247 (2020) - [j60]Pan Zhou, Jie Xu, Wei Wang, Changkun Jiang, Kehao Wang, Jia Hu:
Human-Behavior and QoE-Aware Dynamic Channel Allocation for 5G Networks: A Latent Contextual Bandit Learning Approach. IEEE Trans. Cogn. Commun. Netw. 6(2): 436-451 (2020) - [j59]Shan Wen, Guanghui Liu, Qiang Chen, Huiyang Qu, Miao Tian, Jishun Guo, Pan Zhou, Dapeng Oliver Wu:
Time-Frequency Compressed FTN Signaling: A Solution to Spectrally Efficient Single-Carrier System. IEEE Trans. Commun. 68(5): 3125-3139 (2020) - [j58]Xin Liu, Pan Zhou, Tie Qiu, Dapeng Oliver Wu:
Blockchain-Enabled Contextual Online Learning Under Local Differential Privacy for Coronary Heart Disease Diagnosis in Mobile Edge Computing. IEEE J. Biomed. Health Informatics 24(8): 2177-2188 (2020) - [j57]Pan Zhou, Qiben Yan, Kehao Wang, Zichuan Xu, Shouling Ji, Kaigui Bian:
Jamsa: A Utility Optimal Contextual Online Learning Framework for Anti-Jamming Wireless Scheduling Under Reactive Jamming Attack. IEEE Trans. Netw. Sci. Eng. 7(3): 1862-1878 (2020) - [j56]Pan Zhou, Hongfang Yu, Gang Sun:
Grouper: Accelerating Hyperparameter Searching in Deep Learning Clusters With Network Scheduling. IEEE Trans. Netw. Serv. Manag. 17(3): 1879-1895 (2020) - [j55]Haozhe Ren, Zichuan Xu, Weifa Liang, Qiufen Xia, Pan Zhou, Omer F. Rana, Alex Galis, Guowei Wu:
Efficient Algorithms for Delay-Aware NFV-Enabled Multicasting in Mobile Edge Clouds With Resource Sharing. IEEE Trans. Parallel Distributed Syst. 31(9): 2050-2066 (2020) - [j54]Tong Wu, Pan Zhou, Kai Liu, Yali Yuan, Xiumin Wang, Huawei Huang, Dapeng Oliver Wu:
Multi-Agent Deep Reinforcement Learning for Urban Traffic Light Control in Vehicular Networks. IEEE Trans. Veh. Technol. 69(8): 8243-8256 (2020) - [j53]Xin Wang, Jing Liu, Tie Qiu, Chaoxu Mu, Chen Chen, Pan Zhou:
A Real-Time Collision Prediction Mechanism With Deep Learning for Intelligent Transportation System. IEEE Trans. Veh. Technol. 69(9): 9497-9508 (2020) - [j52]Xiumin Wang, Jianping Wang, Xinglin Zhang, Xiaoming Chen, Pan Zhou:
Joint Task Offloading and Payment Determination for Mobile Edge Computing: A Stable Matching Based Approach. IEEE Trans. Veh. Technol. 69(10): 12148-12161 (2020) - [j51]GuoHui Li, Qi Chen, Bolong Zheng, Nguyen Quoc Viet Hung, Pan Zhou, Guanfeng Liu:
Time-aspect-sentiment Recommendation Models Based on Novel Similarity Measure Methods. ACM Trans. Web 14(2): 5:1-5:26 (2020) - [c88]Fulin Wen, Lei Yang, Wei Cai, Pan Zhou:
DP-Hybrid: A Two-Layer Consensus Protocol for High Scalability in Permissioned Blockchain. BlockSys 2020: 57-71 - [c87]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou:
Reasoning Step-by-Step: Temporal Sentence Localization in Videos via Deep Rectification-Modulation Network. COLING 2020: 1841-1851 - [c86]Lulu Xiao, Xiaoye Qu, Ruixuan Li, Jun Wang, Pan Zhou, Yuhua Li:
Fine-Grained Text Sentiment Transfer via Dependency Parsing. ECAI 2020: 2228-2235 - [c85]Zhikang Zou, Yifan Liu, Shuangjie Xu, Wei Wei, Shiping Wen, Pan Zhou:
Crowd Counting via Hierarchical Scale Recalibration Network. ECAI 2020: 2864-2871 - [c84]Nannan Zhang, Wei Wang, Pan Zhou, Aiping Huang:
Delay-Optimal Edge Cache Replacement with Non-Markovian Content Fetching. GLOBECOM 2020: 1-6 - [c83]Zichuan Xu, Yugen Qin, Pan Zhou, John C. S. Lui, Weifa Liang, Qiufen Xia, Wenzheng Xu, Guowei Wu:
To Cache or Not to Cache: Stable Service Caching in Mobile Edge-Clouds of a Service Market. ICDCS 2020: 421-431 - [c82]Shouling Ji, Qinchen Gu, Haiqin Weng, Qianjun Liu, Pan Zhou, Jing Chen, Zhao Li, Raheem Beyah, Ting Wang:
De-Health: All Your Online Health Information Are Belong to Us. ICDE 2020: 1609-1620 - [c81]Xiao-yu Liu, Yu-hang Zhu, Yan Ma, Pan Zhou, Guang-yue Tian:
Research on Ideological and Political Education of College Students Based on Network Information Security. ICIC (1) 2020: 458-467 - [c80]Pan Zhou, Xiao-Tong Yuan:
Hybrid Stochastic-Deterministic Minibatch Proximal Gradient: Less-Than-Single-Pass Optimization with Nearly Optimal Generalization. ICML 2020: 11556-11565 - [c79]Daizong Liu, Hongting Zhang, Pan Zhou:
Video-based Facial Expression Recognition using Graph Convolutional Networks. ICPR 2020: 607-614 - [c78]Xinxing Su, Yuchen Yuan, Xiangbo Su, Zhikang Zou, Shilei Wen, Pan Zhou:
HANet: Hybrid Attention-aware Network for Crowd Counting. ICPR 2020: 7707-7714 - [c77]Hongting Zhang, Pan Zhou, Qiben Yan, Xiao-Yang Liu:
Generating Robust Audio Adversarial Examples with Temporal Dependency. IJCAI 2020: 3167-3173 - [c76]Lixing Chen, Zhuo Lu, Pan Zhou, Jie Xu:
Learning Optimal Sniffer Channel Assignment for Small Cell Cognitive Radio Networks. INFOCOM 2020: 656-665 - [c75]Yinjie Zhang, Yuanxing Zhang, Yi Wu, Yu Tao, Kaigui Bian, Pan Zhou, Lingyang Song, Hu Tuo:
Improving Quality of Experience by Adaptive Video Streaming with Super-Resolution. INFOCOM 2020: 1957-1966 - [c74]Zichuan Xu, Lizhen Zhou, Sid Chi-Kin Chau