Technical Sessions
Thursday, Oct. 20, 2022 9:55 - 11:25
Session 1A: AI/ML based Smart Design 1
Session Chair: Dario Pompili, Rutgers University (pompili@rutgers.edu)
Room: Penrose 1
Local Performance Trade-Off in Heterogeneous Federated Learning with Dynamic Client Grouping
Yingchi Mao, Jun Wu, Yangkun Cheng and Ping Ping (Hohai University, China); Jie Wu (Temple University, USA)
Trip Planning for Autonomous Vehicles with Wireless Data Transfer Needs Using Reinforcement Learning
Yousef AlSaqabi and Bhaskar Krishnamachari (University of Southern California, USA)
Fusing WiFi Signals and Camera for Driver Activity Recognition based on Deep Learning
Yunhao Bai, Guoyu Chen and Xiaorui Wang (The Ohio State University, USA)
Association of IoT Devices Using Fuzzy C-Means Clustering and Apriori Algorithms
Haesik Kim (VTT Technical Research Centre of Finland, Finland)
Adaptive Task Offloading for Mobile Aware Applications Based on Deep Reinforcement Learning
Xianming Liu, Chaokun Zhang and Shen He (Tianjin University, China)
Session 1B: Algorithms and Theory 1
Session Chair: Yu Cheng, Illinois Institute of Technology (cheng@iit.edu)
Room: Penrose 2
Spatio-Temporal Mobile Cooperative Charging for Low-Power Wireless Rechargeable Devices
Lijie Xu, Haodong Sha, Mingxiang Da and Jia Xu (Nanjing University of Posts and Telecommunications, China); Haipeng Dai (Nanjing University & State Key Laboratory for Novel Software Technology, China)
Coalition Formation Game in the Cross-Silo Federated Learning System
Suhan Jiang and Jie Wu (Temple University, USA)
A Deep Learning Assisted Approach for Minimizing the Age of Information in a WiFi Network
Suyang Wang and Yu Cheng (Illinois Institute of Technology, USA)
An Improved spray-and-wait Routing Algorithm Based on Social Relationship between Nodes in DTN
Jianqun Cui (Huazhong Normal University, China); Huanhuan Chen, Yanan Chang and Ziyi Chen (Central China Normal University, China); Shuang Gong (Central China North University, China); Yi Yang (Northeastern Illinois University, USA)
PPGC: A Path Planning System by Grid Caching based on Cloud-Edge Collaboration for USV
Linjie Yan, Haiming Chen and Youpeng Tu (Ningbo University, China); Xinyan Zhou (Ningbo University, China); Steve Drew (University of Calgary, Canada)
Thursday, Oct. 20, 2022 11:35 - 13:05
Session 2A: Security and Privacy 1
Session Chair: Xiaonan Guo, George Mason University (xguo8@gmu.edu)
Room: Penrose 1
Solution Probing Attack Against Blockchain-based Quality-Aware Crowdsourcing Platforms
Heng Wang, Yunlong Mao and Sheng Zhong (Nanjing University, China)
Multi-Task Learning Framework for Detecting Hashtag Hijack Attack in Mobile Social Networks
Zheng Qu and Chen Lyu (Shanghai University of Finance and Economics, China); Chi-Hung Chi (CSIRO, Australia)
An intrusion alarm data association analysis method
Xiao-ling Tao (Guilin University of Electronic Technology, China)
An Uncertain Graph Privacy Preserving Scheme Based on Node Similarity in Social Networks
Jiayu Xu, Hongyan Zhang and Li Xu (Fujian Normal University, China)
Bilinear Pairing and PUF Based Lightweight Authentication Protocol for IoD Environment
Cong Pu (Oklahoma State University, USA); Andrew Wall (Marshall University, USA); Kim-Kwang Raymond Choo (University of Texas at San Antonio, USA)
Session 2B: Experimental Evaluation and Testbeds
Session Chair: Sangtae Ha, University of Colorado Boulder (sangtae.ha@colorado.edu)
Room: Penrose 2
A Simulator Driven by Trajectory Big Data for Network Feature Extraction and Data Transmission
Xiaohui Wang, Ruobing Jiang, He Zhang, Chao Liu and Feng Hong (Ocean University of China, China)
Emulating Your eXtended World: An Emulation Environment for XR App Development
Jaewon Choi (Yonsei University, Korea (South)); Seungchan Jeong (Ajou University, Korea (South)); JeongGil Ko (Yonsei University, Korea (South))
A Measurement Study of RFID-based Face Recognition
Yijing Huang, Yuehong Ma, Xingyu Feng, Zhongru Yang, Jin Zhang, Chengwen Luo and Jianqiang Li (Shenzhen University, China)
Analysis of Temperature Effects in Heterogeneous Outdoor Wireless Sensor Networks
Robert Hartung (TU Braunschweig, Germany); Torben Petersen (Technische Universität Braunschweig, Germany); Ulf Kulau (Hamburg University of Technology, Germany & DSI Aerospace Technology, Germany); Lars C Wolf (Technische Universität Braunschweig, Germany)
Multi-AGV Scheduling based on Hierarchical Intrinsically Rewarded Multi-Agent Reinforcement LearningJiangshan Zhang, Guo Bin, Zhuo Sun, Mengyuan Li, Jiaqi Liu and Zhiwen Yu (Northwestern Polytechnical University, China); Xiaopeng Fan (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China)
Thursday, Oct. 20, 2022 15:15 - 16:45
Session 3A: Emerging Technologies 1
Session Chair: Dajin Wang, Montclair State University (wangd@mail.montclair.edu)
Room: Penrose 1
Resource allocation in 5G multi-tenancy network slicing for balancing distribution power systems
Vajiheh Farhadi (Pennsylvania State University, USA); Thomas La Porta (The Pennsylvania State University, USA); Ting He (Penn State University, USA); Nilanjan Chaudhuri (Pennsylvania State University, USA)
R-Drive: Resilient Data Storage and Sharing for Mobile Edge Clouds
Mohammad Sagor, Radu Stoleru and Amran Haroon (Texas A&M University, USA); Suman Bhunia (Miami University, Ohio, USA); Mengyuan Chao (Texas A&M University, USA); Ala Altaweel (University of Sharjah, United Arab Emirates); Maxwell K Maurice (NIST & PSCR, USA); Roger Blalock (NIST, USA)
Aequitas: A Uniformly Fair 5G Scheduler for Minimizing Outdated Information
Chengzhang Li, Qingyu Liu, Thomas Hou and Wenjing Lou (Virginia Tech, USA); Sastry Kompella (Naval Research Laboratory, USA)
DQN-based QoE Enhancement for Data Collection in Heterogeneous IoT Network
Hansong Zhou and Xiaonan Zhang (Florida State University, USA); Sihan Yu (Clemson University, USA); Beatriz Lorenzo (University of Massachusetts Amherst, USA); Linke Guo (Clemson University, USA)
Indy528 - Federated Learning Model Tokenization with Non-Fungible Tokens(NFT) and Model Cards
Eranga Bandara (Old Dominion University, USA); Xueping Liang (University of North Carolina Greensboro, USA); Sachin Shetty and Ravi Mukkamala (Old Dominion University, USA); Abdul Rahman (Virginia Polytechnic University, USA); Wee-Keong Ng (Nanyang Technological University, Singapore)
Session 3B: Systems and Applications 1
Session Chair: Cong Shi, New Jersey Institute of Technology (cong.shi@njit.edu)
Room: Penrose 2
OSWireless: Enhancing Automation for Optimizing Intent-Driven Software-Defined Wireless Networks
Sabarish Krishna Moorthy, Zhangyu Guan and Nicholas Mastronarde (University at Buffalo, USA); Elizabeth Serena Bentley (AFRL, USA); Michael Medley (US Air Force Research Laboratory/Information Directorate & SUNY Polytechnic Institute, USA)
Ultra-low Power Analog Recurrent Neural Network Design Approximation for Wireless Health Monitoring
Yung-Ting Hsieh, Khizar Anjum and Dario Pompili (Rutgers University, USA)
Task-oriented Source Coding for Real-Time Applications
Junjie Wu and Wei Chen (Tsinghua University, China)
CamPressID: Optimizing Camera Configuration and Finger Pressure for Biometric Authentication
Weizheng Wang, Marek Vette, Qing Wang, Jie Yang and Marco Zuniga (Delft University of Technology, The Netherlands)
BECT: Beacon-based Contact Tracing for Detecting Direct & Indirect Contacts
Akshay Madan, David Tipper, Balaji Palanisamy, Mai Abdelhakim and Prashant Krishnamurthy (University of Pittsburgh, USA)
Thursday, Oct. 20, 2022 16:45 - 17:45
Poster & Demo Session and Reception
Session Chair: Bin Li, Penn State University (binli@psu.edu)
Room: Penrose Ballroom
False Data Injection Attacks Detection in Real Smart Grid with Edge Computing
Wen Han (University of Electronic Science and Technology of China, China); Hong Wen and Wenxin Lei (UESTC, China); Haojie Lin and Haoran Sun (University of Electronic Science and Technology of China, China); Ning Zhang (University of Windsor, Canada)
A Device-Edge-Cloud Collaborative Framework for Hierarchical Computation Offloading
Wenjing Hou and Hong Wen (UESTC, China); Ning Zhang (University of Windsor, Canada); Wenxin Lei (UESTC, China); Xianfu Chen (VTT Technical Research Centre of Finland, Finland)
Packet Classification using Tuple Space with improved Cuckoo Filter
Jiayao Wang (National University of Defense Technology, China); Qiujie Wang (Guangdong University of Technology, China); Ziling Wei and Baosheng Wang (National University of Defense Technology, China)
CIOFL: Collaborative Inference-Based Online Federated Learning for UAV Object Detection
Feiyu Wu, Chao Dong, Yuben Qu and Hao Sun (Nanjing University of Aeronautics and Astronautics, China); Lei Zhang (NUAA, China); Qihui Wu (Nanjing University of Aeronautics and Astronautics, China)
A Mobile App for Intersectional Traffic Optimization through Real-Time V2I Cyber-Physical Control
Haowen Xu, Jinghui Yuan, Chieh Ross Wang, Yunli Shao, Anne S Berres and Tim Laclair (Oak Ridge National Laboratory, USA)
Demo: Share-Not-To-Waste: Scalable IoT Networking through Subscriber Identity Sharing
Amirahmad Chapnevis and Eyuphan Bulut (Virginia Commonwealth University, USA)
Friday, Oct. 21, 2022 9:55 - 11:25
Session 4A: AI/ML based Smart Design 2
Session Chair: Xuyu Wang, Florida International University (xuywang@fiu.edu)
Room: Penrose 1
SSTGCN: A Deep Learning Framework for Road Intersection Similarity Learning
Hang Gu, Guo Bin, Jiangshan Zhang and Sicong Liu (Northwestern Polytechnical University, China); Zhenli Sheng and Zhongyi Wang (Huawei Technologies, China)
Escaping Filter-based Adversarial Example Defense: A Reinforcement Learning Approach
Kaijian Dan (Chongqing University, China); Xinyu Lei (Michigan Technological University, USA); Yantao Li (Chongqing University, China); Huafeng Qin (Chongqing Technology and Business University, China); Shaojiang Deng (Chongqing University, China); Gang Zhou (William & Mary, USA)
A Quantum Feature Selection Method for Network Intrusion Detection
Mingze Li (University of Houston, USA); Hongliang Zhang (Princeton University, USA); Lei Fan and Zhu Han (University of Houston, USA)
Wireless Network Fault Localization via Metric Classification
Yongqi Han, Du Qingfeng and Jincheng Xu (Tongji University, China)
A Universal Adversarial Attack on Time-Series DNNs for Connected Autonomous Vehicles
Qichang Liu, Tanmoy Sen and Haiying Shen (University of Virginia, USA); Sai Manoj Pudukotai Dinakarrao (George Mason University, USA)
Session 4B: Algorithms and Theory 2
Session Chair: Changlai Du, Virginia Tech (leondu@vt.edu)
Room: Penrose 2
An Adaptive Fault-Tolerant Transmission Mechanism for CMT in Unreliable Wireless Networks
Du Wenfeng (Shenzhen University & Computer and Software Engineering, China)
SFC-Enabled Reliable Service Provisioning in Mobile Edge Computing via Digital Twins
Jing Li (The Hong Kong Polytechnic University, Hong Kong); Song Guo (Hong Kong Polytechnic University, Hong Kong); Weifa Liang (City University of Hong Kong, Hong Kong); Quan Chen (Guangdong University of Technology, China); Zichuan Xu (Dalian University of Technology, China); Wenzheng Xu (Sichuan University, China)
Data Collection in Wireless Sensor Networks: A Truck-Assisted Multi-UAV Method
Yuchao Zhu (Najing University, China); Shaowei Wang (Nanjing University, China)
Time Constraint Finite-Horizon Path Planning Solution for Micromouse Extreme Problem
Anway Bose, Joseph N Bruno and Li Bai (Temple University, USA)
LCFIL: A Loss Compensation Mechanism for Latest Data in Federated Incremental Learning
Bokai Cao and Jieying Zhou (Sun Yat-Sen University, China); Weigang Wu (Sun Yat-sen University, China)
Localization of Autonomous Vehicle with low cost sensors
Mohamad Albilani (Telecom Sudparis & Avisto Telecom, France); Bouzeghoub Amel (Télécom SudParis, France)
Friday, Oct. 21, 2022 11:35 - 13:05
Session 5A: Security and Privacy 2
Session Chair: Qin Hu, IUPUI (qinhu@iu.edu)
Room: Penrose 1
Gas Price Prediction Based on Machine Learning Combined with Ethereum Mempool
Dongwan Lan, Hao Wang, Changchun Yin, Ge Chunpeng, Lu Zhou and Xiaozhen Lu (Nanjing University of Aeronautics and Astronautics, China)
Anomaly Detection based on Robust Spatial-temporal Modeling for Industrial Control Systems
Shijie Li and Liu Junjiao (University of Chinese Academy of Sciences, China); Zhiwen Pan, Shichao Lv and Shuaizong Si (Institute of Information Engineering, Chinese Academy of Sciences, China); Limin Sun (Institute of Information Engineering, China Academy of Science, Beijing, China)
Towards Characterization of General Conditions for Correlated Differential Privacy
Shuying Qin, Chongrong Fang and Jianping He (Shanghai Jiao Tong University, China)
A Bi-Layer Intrusion Detection Based on Device Behavior Profiling for Smart Home IoT
Feng He, Fei Tong and Yujian Zhang (Southeast University, China)
Cooperative Attack Detection of Power CPS based on Feature Relation Graph Convolutional Network
Da Li, Tao Shang, Xueqin Gao and Yao Tang (Beihang University, China)
Session 5B: Systems and Applications 2
Session Chair: Bin Li, Penn State University (binli@psu.edu)
Room: Penrose 2
WiPd: Contactless Water-Injected Pork Detection Using Commodity WiFi Devices
Pengming Hu and Weidong Yang (Henan University of Technology, China); Xuyu Wang (Florida International University, USA); Shiwen Mao (Auburn University, USA); Chao Niu (Henan University of Technology, China)
Towards WiFi-based Real-time Sensing Model Deployed on Low-power Devices
Xinxin Lu and Lei Wang (Dalian University of Technology, China); Yuan Tian (OPPO US Research Center, USA); Jiayi Hu, Yuhao Pan, Enze Zhang and Yichi Zhang (Dalian University of Technology, China)
Adaptive Cross-Camera Video Analytics at the Edge
Kaiyang Chen and Yifei Zhu (Shanghai Jiao Tong University, China); Zhu Han (University of Houston, USA); Xudong Wang (Shanghai Jiao Tong University, China)
Is Universal Broadband Service Impossible?
Micah Beck (The University of Tennessee, USA); Terry Moore (University of Tennessee, USA)
Outdoor 2.5D-Terrain IoT Deployment Algorithms: Repairing Partitions While Mitigating Coverage Loss
Kerry Veenstra (University of California Santa Cruz, USA); Katia Obraczka (University of California, Santa Cruz, USA)
Friday, Oct. 21, 2022 15:30 - 17:00
Session 6A: Emerging Technologies 2
Session Chair: Rui Zhang, University of Delaware (ruizhang@udel.edu)
Room: Penrose 1
A Stackelberg Queuing Model and Analysis for the Emerging Connection-based Pricing in IoT Markets
Yifei Zhu (Shanghai Jiao Tong University, China); Wei Bao (The University of Sydney, Australia); Dan Wang (The Hong Kong Polytechnic University, Hong Kong); Jiangchuan Liu (Simon Fraser University, Canada)
Mobile Tracking in 5G and Beyond Networks: Problems, Challenges, and New Directions
Changlai Du and Hexuan Yu (Virginia Tech, USA); Yang Xiao (University of Kentucky, USA); Wenjing Lou (Virginia Tech, USA); Chonggang Wang (InterDigital Communications, USA); Robert Gazda (InterDigital, LLC, USA); Thomas Hou (Virginia Tech, USA)
Teleoperation Technologies for Enhancing Connected and Autonomous Vehicles
Sidi Lu and Ren Zhong (Wayne State University, USA); Weisong Shi (Wayne State University, USA)
EdgeKeeper: Resilient and Lightweight Coordination for Mobile Edge Clouds
Suman Bhunia (Miami University, Ohio, USA); Radu Stoleru, Amran Haroon and Mohammad Sagor (Texas A&M University, USA); Ala Altaweel (University of Sharjah, United Arab Emirates); Mengyuan Chao (Texas A&M University, USA); Maxwell K Maurice (NIST & PSCR, USA); Roger Blalock (NIST, USA)
An Accurate and Energy-Efficient Anomaly Detection in Edge-Cloud Networks
Yi Li (China University of Geosciences (Beijing), China); Deng Zhao (Telecom SudParis, China); Patrick C. K. Hung (Ontario Tech University, Canada); Lei Shu (Nanjing Agricultural University, China & University of Lincoln, United Kingdom (Great Britain)); Zhangbing Zhou (Institute Telecom, France)
Session 6B: System and Applications 3
Session Chair: Shuhui Yang, Purdue University Northwest (shuhuiyang@pnw.edu)
Room: Penrose 2
PRE-SLAM: Persistence Reasoning in Edge-assisted Visual SLAM
Timothy B Chase, Jr (University at Buffalo, USA); Ali J Ben Ali (Binghamton University, USA); Steven Y. Ko (Simon Fraser University, Canada); Karthik Dantu (University of Buffalo, USA)
Continuous Indoor Tracking via Differential RSS Fingerprinting
Yunzhi Li (University of Delaware, USA); Yidan Hu (Rochester Institute of Technology, USA); Aisha Aseeri (King Abdulaziz University, Saudi Arabia); Yunkun Dong and Rui Zhang (University of Delaware, USA)
Who Moved My Cheese? Human and Non-human Motion Recognition with WiFi
Guozhen Zhu (University of Maryland & Origin Wireless Inc, USA); Chenshu Wu (The University of Hong Kong, Hong Kong); Xiaolu Zeng (Beijing Institute of Technology, China); Beibei Wang and K. J. Ray Liu (Origin Wireless Inc, USA)
Distracted Driving Detection Utilizing Wearable-based Bluetooth
Travis Mewborne, Youngone Lee and Sheng Tan (Trinity University, USA); Jie Yang (Florida State University, USA)
3D Reconstruction of Multiple Objects by mmWave Radar on UAV
Yue Sun, Zhuoming Huang, Honggang Zhang and Xiaohui Liang (University of Massachusetts Boston, USA)
Saturday, Oct. 22, 2022 8:45 - 10:15
Session 7A: Security and Privacy 3
Session Chair: Yidan Hu, Rochester Institute of Technology (yidan.hu@rit.edu)
Room: Penrose 1
De-anonymizing Online Social Network with Conditional Generative Adversarial Network
Tianchong Gao (Southeast University, China); Feng Li (Indiana University-Purdue University Indianapolis, USA)
Joint User Association and Resource Pricing for Metaverse: Distributed and Centralized Approaches
Xumin Huang and Weifeng Zhong (Guangdong University of Technology, China); Jiangtian Nie (Nanyang Technological University (NTU), Singapore); Qin Hu (IUPUI, USA); Zehui Xiong (Singapore University of Technology and Design, Singapore); Jiawen Kang (Guangdong University of Technology, China); Tony Q. S. Quek (Singapore University of Technology and Design, Singapore)
Real-Time Video Anonymization in Smart City Intersections
Alex Angus, Zhuoxu Duan, Gil Zussman and Zoran Kostic (Columbia University, USA)
Layered Malicious Nodes Detection with Graph Attention Network in Human-Cyber-Physical Networks
Yuhang Lin (Fujian Normal University, China); Yanze Huang (Fujian University of Technology, China); Sun-Yuan Hsieh (National Cheng Kung University, Taiwan); Limei Lin (Fujian Normal University, China); Feng Xia (Federation University Australia, Australia)
Anomaly Detection for CPS via Memory-Augmented Reconstruction and Time Series Prediction
Zhe Sun and Jinguo Li (Shanghai University of Electric Power, China)
Session 7B: Protocols and Cross-Layer Technologies
Session Chair: Cong Shi, New Jersey Institute of Technology (cong.shi@njit.edu)
Room: Mattie Silks
Joint Participant Selection and Learning Scheduling for Multi-Model Federated Edge Learning
Xinliang Wei, Jiyao Liu and Yu Wang (Temple University, USA)
Delay Efficient D2D Communications Over 5G Edge-Computing Mobile Networks with Power Control
Zhenhao Tan (University of Science and Technology of China, China); Jianqing Liu (North Carolina State University, USA); Xiaohua Xu and Xiang-Yang Li (University of Science and Technology of China, China)
Congestion Control with Deterministic Service Delay Guarantee
Xinglin Yang and Wei Wang (Zhejiang University, China); Jiangping Han and Kaiping Xue (University of Science and Technology of China, China); Zhaoyang Zhang (Zhejiang University, China)
A Case for Line-Of-Sight Blockage Detection as a Primitive in Millimeter-Wave Networks
Sanjib Sur and Srihari Nelakuditi (University of South Carolina, USA)
An Enhanced Tree Routing through Multi-criteria Decision Making over Wireless Sensor Networks
Beom-Su Kim (GNU, Korea (South)); Beomkyu Suh and Ki-Il Kim (Chungnam National University, Korea (South)); In Jin Seo, Han Byul Lee and Ji Seon Gong (Korea Electric Power Research Institute, Korea (South))
Saturday, Oct. 22, 2022 10:25 - 12:05
Session 8A: Emerging Technologies 3
Session Chair: Sanjib Sur, University of South Carolina (sur@cse.sc.edu)
Room: Penrose 1
A Novel Emergency Light Based Smart Building Solution: Design, Implementation and Use Cases
Weitao Xu (City University of Hong Kong, Hong Kong); Jun Kim and Walter Huang (WBS Technology, Australia); Wen Hu (the University of New South Wales (UNSW) & CSIRO, Australia); Salil S Kanhere (UNSW Sydney, Australia); Sanjay Jha (University of NSW, Australia); Prasant Misra (TATA Consultancy Services, India)
Analysis on the Scalability Issues of Wireless Mesh Networks: Key Factors and Potential Solutions
Lei Lei, Aimin Tang and Xudong Wang (Shanghai Jiao Tong University, China)
Collaborative Task Offloading in Vehicular Edge Computing Networks
Geng Sun, Jiayun Zhang, Zemin Sun, Long He and Jiahui Li (Jilin University, China)
Communication-efficient Federated Learning Design with Fronthaul Awareness in NG-RANs
Ayman Younis, Chuanneng Sun and Dario Pompili (Rutgers University, USA)
Blockchain-based Federated Learning with Contribution-Weighted Aggregation for Medical Data Modeling
Yibei Chen, Feilong Lin, Zhongyu Chen, Changbing Tang, Riheng Jia and Minglu Li (Zhejiang Normal University, China)
fuzzyCom: Privacy-Aware Trajectory Data Compression Using Fuzzy Sets in Edge Vehicular Networks
Yinglong Li (Zhejiang University of Technolgy, China); Dan Meng, Jinyuan Shi, Tieming Chen, Xinchen Xu and Fan Liu (Zhejiang University of Technology, China)
Blockchain-based Edge Resource Sharing for Metaverse
Zhilin Wang and Qin Hu (IUPUI, USA); Minghui Xu (Shandong University, China); Honglu Jiang (Miami University, USA)
Session 8B: AI/ML based Smart Design 3
Session Chair: Xiaonan Guo, George Mason University (xguo8@gmu.edu)
Room: Mattie Silks
Edge-AI Enabled Automated Flaggers for Roadway Work Zone Management
Foad Hajiaghajani (State University of New York at Buffalo, USA); Chunming Qiao (University at Buffalo, USA); Adel Sadek (State University of New York at Buffalo, USA)
A 3D-DCT and Convolutional FEC Approach to Agile Video Streaming
Han Yang (Tsinghua University, China); Xi Chen and Bin Guo (Chinatelecom Cloud, China); Xiangyu Chen (HUAWEI Technologies Co., Ltd., China); Shaoteng Liu (Huawei Corp., China); Xia Zhu (Huawei, China); Zongpeng Li (Tsinghua University, China)
Distributed Deep Learning in An Edge Computing System
Tanmoy Sen, Haiying Shen and Zakaria Mehrab (University of Virginia, USA)
Signal Restoration and Prediction for End-to-End Learning of Practical Wireless Communication System
Zhe Chen (Northeastern University, China)
A Deep Reinforcement Learning-based Adaptive Charging Policy for WRSNs
Ngoc Bui (Hanoi University of Science and Technology & VinAI Research, Vietnam); Phi Le Nguyen (Hanoi University of Science and Technology, Vietnam); Viet Anh Nguyen (VinAI Research, Vietnam); Phan Thuan Do (Hanoi University of Science and Technology, Vietnam)
Reinforcement Learning Based Route and Stop Planning For Autonomous Vehicle Shuttle Service
Shohaib Mahmud, Haiying Shen and Ying Natasha Zhang Foutz (University of Virginia, USA); Joshua Anton (XMODE, USA)