Session Chair: Xiaofei Wang (Tanjin University, China)
Room: StateQueen
Overmind: Fast and Scalable Decentralized Learning Simulation for Mobile Environments
Sangsu Lee and Haoxiang Yu (University of Texas at Austin, USA); Xi Zheng (Macquarie University & School of Computing, Australia); Christine Julien (University of Texas at Austin, USA)
HP-ICM: Curiosity-driven Offloading Based on Hypergraph Partitioning
Chengwei Wang, Kang Huang, Chenxuan Hou, Chao Qiu and Xiaofei Wang (Tianjin University, China)
TransFiLM: An Efficient And Lightweight Audio Enhancement Network for Low-Cost Wearable Sensors
Shilin Chen, Jianhao Weng, Shicong Hong, Yanbo He and Yongpan Zou (Shenzhen University, China); Kaishun Wu (The Hong Kong University of Science and Technology, China)
DaMPS: A Deadline-aware Multipath Packet Scheduler for Mobile Applications
Zhuoyue Chen and Kechao Cai (Sun Yat-Sen University, China); Jinbei Zhang (Sun Yat-sen University, China); John Chi Shing Lui (Chinese University of Hong Kong, Hong Kong)
Session Chair: Sangheon Pack (Korea University, South Korea)
Room: Royal
ReLAx: Deep Reinforcement Learning Based Resource Allocation for Next-G RANs
Ayman Younis, Chuanneng Sun and Dario Pompili (Rutgers University, USA)
Joint UPF and Edge Applications Placement and Routing in 5G & Beyond
Endri Goshi (Technische Universität München, Germany); Hasanin Harkous (Nokia Strategy and Technology, Germany); Shohreh Ahvar (Nokia Strategy and Technology, France); Rastin Pries (Nokia, Germany); Fidan Mehmeti (Technical University of Munich, Germany); Wolfgang Kellerer (Technische Universität München, Germany)
On the Predictability of Fine-grained Cellular Network Throughput using Machine Learning Models
Omar Basit (Purdue, USA); Phuc Dinh and Imran Khan (Northeastern University, USA); Z. Jonny Kong and Y. Charlie Hu (Purdue University, USA); Dimitrios Koutsonikolas (Northeastern University, USA); Myungjin Lee (Cisco Research, USA); Chaoyue Liu (University of California San Diego, USA)
Enabling Ensemble Reinforcement Learning with ICN in Mobile Edge Computing Environments
Yaodong Huang, Biying Kong, Wenliang Feng, Changkang Mo and Han Liu (Shenzhen University, China); Yukun Yuan (University of Tennessee at Chattanooga, USA); Laizhong Cui (Shenzhen University, China)
Session Chair: Shuhui Yang (Purdue University Northwest, USA)
Room: StateQueen
CTSMA: Cyclic Time Shift Multiple Access for Underwater Acoustic Networks
Zhile Li, Zhuoran Qi and Dario Pompili (Rutgers University, USA)
FruitSight: A Millimeter Wave Radar Based Approach to Detect Occluded Fruits
Zahra Shiraz (North Carolina State University, USA); Usman Mahmood Khan (Meta, USA); Muhammad Shahzad (North Carolina State University, USA)
Sensing Together: Cooperative Task Adaptation and Scheduling for IoT-Nets using Renewable Energy
Elizabeth Liri and K. K. Ramakrishnan (University of California, Riverside, USA); Koushik Kar (Rensselaer Polytechnic Institute, USA); Flavio Esposito (Saint Louis University, USA)
Optimizing UAV-Assisted Data Collection in IoT Sensor Networks using Dual Cluster Head Strategy
Keiwan Soltani (Missouri University of Science and Technology, USA); Federico Corò (University of Padova, Italy); Sajal K. Das (Missouri University of Science and Technology, USA)
Session Chair: Dario Pompili (Rutgers University, USA)
Room: Royal
C-STM: Circular Spatio-Temporal Modulation for Doubly-Spread Underwater Acoustic Channels
Zhuoran Qi and Dario Pompili (Rutgers University, USA)
Evolutionary Reinforcement Learning for Multi-objective SFC Deployment
Jialiang Zhao, Ran Wang, Qiang Wu and Jie Hao (Nanjing University of Aeronautics and Astronautics, China); Zehui Xiong (Singapore University of Technology and Design, Singapore)
Fresh Caching of Dynamic Contents using Restless Multi-armed Bandits
Ankita Koley (Indian Institute of Science, Bangalore, India); Chandramani Singh (Indian Institute of Science, India)
Frequency Hopping as Diffusion: A New Perspective on Mitigating Bluetooth Packet Collision in Dense Deployments
Giwon Yang (LG Electronics, Korea (South)); Hyungjoon Shin and Hyogon Kim (Korea University, Korea (South))
Session Chair: Chul-Ho Lee (Texas State University, USA)
Room: StateQueen
Spatial-Aware Multi-Task Learning Based Speech Separation
Wei Sun and Mei Wang (University of Texas at Austin, USA); Lili Qiu (The University of Texas at Austin, USA)
FairSense: Fairness-Aware Urban Sensing with Submodular Spatio-Temporal Reward Maximization
Tonmoy Dey and Guang Wang (Florida State University, USA)
Generative-AI(with Custom-Trained Meta's Llama2 LLM), Blockchain, NFT, Federated Learning and PBOM enabled Data Security Architecture for Metaverse on 5G/6G Environment
Eranga Bandara, Sachin Shetty and Peter Foytik (Old Dominion University, USA)
Multi-Agent Reinforcement Learning based Adaptive Parameter Optimization for Semi-Persistent Schedule
Pengcheng Fan, Xinyu Chen, Jing Zhao, Ning Lu and Ping Wang (Dalian University of Technology, China)
Session Chair: Sunho Lim (Texas Tech University, USA)
Room: Royal
Characterizing Encrypted Application Traffic through Cellular Radio Interface Protocol
Md Ruman Islam (University of Nebraska Omaha, USA); Raja Hasnain Anwar (University of Massachusetts Amherst, USA); Spyridon Mastorakis (University of Notre Dame, USA); Muhammad Taqi Raza (UMass Amherst, USA)
SkyDummy: Personal Drone-Assisted Dummy Generation Strategies for Preserving Location Privacy
Surya Harshitha Kadali, Sunho Lim and Anisa Bente Newaz (Texas Tech University, USA); Jinseok Chae and Jangho Lee (Incheon National University, Korea (South))
How to Budget Privacy in Federated Learning? A Correlated Equilibrium Perspective
Xiaoying Han (University of Science and Technology of China, China); Qin Hu (Georgia State University, USA); Xiaohua Xu (University of Science and Technology of China, China)
Robust Privacy-Preserving Classification for Lensless Images
Sumit Bhattarai and Pramil Paudel (The University of Kansas, USA); Zhu Li (University of Missouri, Kansas City, USA); Bo Luo and Fengjun Li (University of Kansas, USA)
Session Chair: Jun Han (KAIST, South Korea)
Room: StateQueen
Intelligent Abnormal Detection for Electrical Equipment Based on Machine Learning
Shashank Mishra (National University of Tainan, Taiwan); Jia-Ming Liang (National Chiao Tung University, Taiwan)
Poster: Dynamic Vehicle Selection and Adaptive Aggregation for Asynchronous Federated Learning enabled VANET
Hugh Coleman and Sheng Tan (Trinity University, USA); Zi Wang (Augusta University, USA)
Poster: A Novel Collaborative Edge Caching via User Preference Awareness and Adaptive Clustering in MENs
Pengfei Gu (Qilu University of Technology ( Shandong Academy of Sciences ), China); Huiling Shi (Shandong Computer Science Center, China); Hao Hao (Shandong Academy of Sciences & National Supercomputing Center in Jinan, China); Mingfa Li (Qilu University of Technology ( Shandong Academy of Sciences ), China); Wei Zhang (Qilu University of Technology(Shandong Academy of Sciences), China)
Demo: StoryFrames: A Context-Aware Comic Generation System Based on Mobile Cloud Computing
Lien-Wu Chen, Chi Lai and Hao-Hsiang Yang (Feng Chia University, Taiwan)
Poster: Ascon-based Secure Physical Authentication with Relay-Attack Resistance
Runa Sako, Daiki Miyahara, Yang Li and Kazuo Sakiyama (The University of Electro-Communications, Japan)
A Case Study of Side-Channel Authentication Using Screaming Channel
Mayu Nomura, Daiki Miyahara, Yang Li and Kazuo Sakiyama (The University of Electro-Communications, Japan)
Poster: Integrating SVM into SNNs for Enhanced Robustness against Adversarial Attack
Daeho Kim and Jae Hyeon Park (Incheon National University, Korea (South)); Ji-Woo Lee (Korea Automotive Technology Institute, Korea (South)); Eun-Kyu Lee (Incheon National University & UCLA, USA)
Poster: Hybrid Encoding in SNN-based Transformers for Accurate Time Series Forecasting
Jae Hyeon Park and Daeho Kim (Incheon National University, Korea (South)); Ji-Woo Lee (Korea Automotive Technology Institute, Korea (South)); Eun-Kyu Lee (Incheon National University & UCLA, USA)
Poster: Android Malware Detection using Hybrid Features and Machine Learning
Abdul Kadir and Sateesh Kumar Peddoju (Indian Institute of Technology Roorkee, India)
Session Chair: Jun Han (KAIST, South Korea)
Room: StateQueen
Impact of Attack Variations and Topology on IoT Intrusion Detection Model Generalizability
Amin Kaveh and Christian Rohner (Uppsala University, Sweden); Andreas Johnsson (Ericsson Research, Sweden)
AdvUSL: Targeted Adversarial Attack against U-shaped Split Learning
Yunxiao He and Chunqiang Hu (Chongqing University, China); Yuwen Pu and Jiahao Chen (Zhejiang University, China); Xingwang Li (Henan Polytechnic University, China)
CAV-AD: A Robust Framework for Detection of Anomalous Data and Malicious Sensors in CAV Networks
Md Sazedur Rahman (Missouri University of Science and Technology, USA); Mohamed Elmahallawy (Washington State University, USA); Sanjay Madria and Samuel Frimpong (Missouri University of Science and Technology, USA)
Privacy-Preserving Face Recognition for Access Control Systems
Sucan Zhang, Jianfei Ma, Mingxuan Zhang and Jingyu Hua (Nanjing University, China)
Session Chair: Anis Elgabli (King Fahd University of Petroleum and Minerals, Saudi Arabia)
Room: Royal
RVTrack: Identity Tracking by RFID-Vision Fusion with Small Training Cost
Haofan Cai (University of California Santa Cruz, USA); Chen Qian (University of California at Santa Cruz, USA); Anindya Bal (University of Hawaii at Manoa, USA)
Modelling and Comparing Converter Architectures and Energy Harvesting ICs for Battery-Free Systems
Hannah Brunner, Sebastian Scholl, Carlo Alberto Boano and Kay Römer (Graz University of Technology, Austria)
Cross Layer Optimization and Distributed Reinforcement Learning for Wireless 360° Video Streaming
Anis Elgabli (King Fahd University of Petroleum and Minerals & Interdisciplinary Research Center for Communication Systems and Sensing (IRC-CSS), Saudi Arabia); Mohammed S. Elbamby (Telefónica Research, Spain); Cristina Perfecto (University of the Basque Country UPV/EHU, Spain); Mounssif Krouka (University of Oulu, Finland); Mehdi Bennis (Centre of Wireless Communications, University of Oulu, Finland); Vaneet Aggarwal (Purdue University, USA)
Joint Job Assignment and Resource Allocation for Multi-Job Wireless Federated Learning
Tan Li (The Hang Seng University of Hong Kong, Hong Kong); Zeheng Wei (The Hang Seng University of Hong Kong & The Education University of Hong Kong, China); Hai Liu (The Hang Seng University of Hong Kong, Hong Kong); Zhiyong Lin (Guangdong Polytechnic Normal University, China); Tse-Tin Chan (The Education University of Hong Kong, Hong Kong)
Session Chair: Dajin Wang (Montclair State University, USA)
Room: StateQueen
Quick6TiSCH: Accelerating Formation of 6TiSCH Networks with TSCH and RPL
Hongchan Kim, Geon Hee Lee and Juhun Shin (Seoul National University, Korea (South)); Jeongyeup Paek (Chung-Ang University, Korea (South)); Saewoong Bahk (Seoul National University, Korea (South))
FedLoRa: IoT Spectrum Sensing Through Fast and Energy-Efficient Federated Learning in LoRa Networks
Fabio Busacca (University of Catania, Italy); Stefano Mangione (Università di Palermo, Italy); Giovanni Neglia (Inria, France); Ilenia Tinnirello (University of Palermo, Italy); Sergio Palazzo (University of Catania, Italy); Francesco Restuccia (Northeastern University, USA)
Collaborative User Mobility Prediction in Distributed Edge Computing Framework
Sardar Jaffar Ali (Sungkyunkwan University, Korea (South)); Syed Muhammad Raza (Sungkyunkwan Unviersity, Korea (South)); Hyunseung Choo (Sungkyunkwan University, Korea (South))
Privacy-preserving Crowd Estimation using Multiple Wi-Fi Sensors
Pegah Torkamandi, Ljubica Kärkkäinen and Jörg Ott (Technische Universität München, Germany)
Session Chair: Bin Tang (California State University Dominguez Hills, USA)
Room: Royal
Efficient Online Learning Algorithms for Joint Path and Beam Selection in Multihop Mmwave Networks
Tianchi Zhao (The University of Arizona, USA); Chicheng Zhang and Ming Li (University of Arizona, USA); Jingcheng Li (The University of Arizona, USA); Zhiwu Guo (University of Arizona, USA)
BC-DCR: Revisiting Data Collection in Robotic Sensor Networks: A Budget-Constrained Traveling Salesm
Soham Patil (CSUDH, USA); Bin Tang (California State University Dominguez Hills, USA); Yutian Chen (California State University Long Beach, USA)
Democratizing the Federation in Federated Learning
Ningxin Su and Baochun Li (University of Toronto, Canada); Bo Li (Hong Kong University of Science and Technology, Hong Kong)
Distributed Energy Optimization for Mobile Networks Using Potential Games
Zhizongkai Wang, Hanfei Wang and Zhongji Wang (Harbin Institute of Technology, Shenzhen, China); Yilin Xiao (Shenzhen Institute of Artificial Intelligence and Robotics for Society, China); Yunzhi Zhao (University of Macau, Macao); Xiaowen Li and Xufeng Chen (Huawei Technologies, China); Lin Gao (Harbin Institute of Technology, Shenzhen, China); Fen Hou (Macao); Jianwei Huang (The Chinese University of Hong Kong, Shenzhen, China)
Session Chair: Akihito Horomori (Osaka University, Japan)
Room: StateQueen
Elastically Scheduling Multiple DNN Inference Jobs on an Edge for High Efficiency and Accuracy
Tanmoy Sen and Haiying Shen (University of Virginia, USA)
iDOL: Incentivized Decentralized Opportunistic Learning
Haoxiang Yu (University of Texas at Austin, USA); Hsiao-Yuan Chen (University of Texas, USA); Sangsu Lee (University of Texas at Austin, USA); Sriram Vishwanath (University of Texas Austin, USA & MITRE, USA); Xi Zheng (Macquarie University & School of Computing, Australia); Christine Julien (University of Texas at Austin, USA)
Policy Optimization for Pedestrian Traffic Management by Surrogation of Simulation Models
Fukuharu Tanaka, Tatsuya Amano, Akira Uchiyama and Akihito Hiromori (Osaka University, Japan); Yusuke Nakamura (NTT DOCOMO, INC., Japan); Hirozumi Yamaguchi (Osaka University, Japan)
Offline Learning-based Multi-User Delay-Constrained Scheduling
Zhuoran Li, Pihe Hu and Longbo Huang (Tsinghua University, China)
Session Chair: Sangtae Ha (University of Colorado Boulder, USA)
Room: Royal
SensEmo: Enabling Affective Learning through Real-time Emotion Recognition with Smartwatches
Kushan Choksi (Stony Brook University, USA); Hongkai Chen (The Chinese University of Hong Kong, Hong Kong); Karan Joshi (Stony Brook University, USA); Sukrutha Jade (Robert Bosch Engineering and Buisness Solutions, India); Shahriar Nirjon (University of North Carolina at Chapel Hill, USA); Shan Lin (Stony Brook University, USA)
Dejavu: Reinforcement Learning-based Cloud Scheduling with Demonstration and Competition
Seonwoo Kim (University of Colorado Boulder, USA); Yoonsung Nam and Minwoo Park (Samsung Electronics, Korea (South)); Hee Won Lee (Network Technoogy Lab., KT, Korea (South)); Seyeon Kim (University of Colorado at Boulder, USA); Sangtae Ha (University of Colorado Boulder, USA)
Where Care; A Patient Localization System for Nursing Homes
Isabel M Ronan (University College Cork, Ireland); David Murphy (UCC, Ireland); Nicola Cornally and Mohamad Saab (University College Cork, Ireland); Sabin Tabirca (National University of Ireland at Cork, Ireland)
Q2oE: Balancing QoE Fairness and Preference for Video Streaming from Cooperative Edge Servers
Xinwei Huang, Yin Xu, Jinbo Cai and He Sun (University of Science and Technology of China, China); Jie Wu (Temple University, USA); Mingjun Xiao (University of Science and Technology of China, China)
Session Chair: Tian Lan (George Washington University, USA)
Room: StateQueen
VibroFM: Towards Micro Foundation Models for Robust Multimodal IoT Sensing
Tomoyoshi Kimura, Jinyang Li, Tianshi Wang, Yizhuo Chen and Ruijie Wang (University of Illinois at Urbana-Champaign, USA); Denizhan Kara (UIUC, USA); Maggie Wigness (DEVCOM Army Research Laboratory, USA); Joydeep Bhattacharyya (Army Research Laboratory, USA); Mudhakar Srivatsa (IBM T.J. Watson Research Center, USA); Shengzhong Liu (Shanghai Jiao Tong University, China); Mani B. Srivastava (University of California, Los Angeles & Amazon, USA); Suhas Diggavi (University of California, Los Angeles, USA); Tarek Abdelzaher (University of Illinois, Urbana Champaign, USA)
Proactive Content Caching via Interplay Between Deep Learning and Stochastic Optimization
Yongmun Park (University of Inha, Korea (South)); Kyung Tae Lee (Inha University, Korea (South)); Minseok Choi (Kyung Hee University, Korea (South)); Yeongjin Kim (Inha University, Korea (South))
IRNet: INVANETs Performance Prediction Via Spatio-Temporal Graph Attention Networks
Tengwen Zhang, Tao Luo, Shaoyuan Huang, Yuting Li and Xiaofei Wang (Tianjin University, China)
Real-time Network Intrusion Detection via Importance Sampled Decision Transformers
Hanhan Zhou, Jingdi Chen, Yongsheng Mei and Gina Adam (The George Washington University, USA); Vaneet Aggarwal (Purdue University, USA); Nathaniel D. Bastian (United States Military Academy, USA); Tian Lan (George Washington University, USA)
Session Chair: Shiwen Mao (Auburn University, USA)
Room: Royal
Fault Tolerant Data and Model Parallel Deep Learning in Edge Computing Networks
Tanmoy Sen and Haiying Shen (University of Virginia, USA)
Multi-Path Transmission of Real-Time Remote Sensing Data Via Heterogeneous LEO Inter-Satellite-Links
Binquan Guo (Xidian University & Singapore University of Technology and Design (SUTD), China); Zehui Xiong (Singapore University of Technology and Design, Singapore); Dusit Niyato (Nanyang Technological University, Singapore); Shiwen Mao (Auburn University, USA); Zhu Han (University of Houston, USA)
Cooperative Trajectory Prediction using IVC and Accuracy-Aware Attention with Inaccurate GPS Data
Jae-Han Lim (Kwangwoon University, USA & University of California, Los Angeles, Korea (South)); Katsuhiro Naito (Aichi Institute of Technology, Japan); Donghyuk Tak (Kwangwoon University, Korea (South)); Yeon-sup Lim (Sungshin Women's University, Korea (South))
Assessment of OPC UA PubSub at Scale using TSN Infrastructure and Network Calculus
Filip Rezabek, Max Helm and Nicolas Buchner (Technical University of Munich, Germany); Monika N. Smolarska (Germany); Benedikt Jaeger (Technical University of Munich, Germany); Georg Carle (Technische Universität München, Germany)