Fresh Data Delivery: Joint Sampling and Routing for Minimizing the Age of Information
Adem Utku Atasayar, Aimin Li, Cagri Ali, Elif Uysal (Middle East Technical University)
A QoS Framework for Service Provision in Multi-Infrastructure-Sharing Networks
Quang Nguyen (Massachusetts Institute of Technology); Eytan Modiano (MIT)
Understanding the Fundamental Trade-Off Between Age of Information and Throughput in Unreliable Wireless Networks
Lin Wang, I-Hong Hou (Texas A&M University)
Privacy Promises Unmasked: A Comprehensive Study of Privacy Proxies for the Masses
Heiko Kiesel, Jiska Classen (Hasso Plattner Institute, University of Potsdam)
InterSen: Boosting LoRa Sensing Capability Under Communication Interference
Qiling Xu (City University of Hong Kong); Binbin Xie (University of Texas at Arlington); Jie Xiong (Nanyang Technological University); Lu Wang (Shenzhen University); Zhimeng Yin (City University of Hong Kong)
TeraFocus: Wideband Beam Focusing with Radial Mobility
Jy-Chin Liao, Burak Bilgin, Edward Knightly (Rice University)
mmExpert: Integrating Large Language Models for Comprehensive mmWave Data Synthesis and Understanding
Yifan Yan, Shuai Yang, Xiuzhen Guo, Xiangguang Wang, Wei Chow, Yuanchao Shu, Shibo He (Zhejiang University)
SHRINK: Reducing MIMO Feedback Overhead in Wi-Fi with Dynamic Data-Driven Channel Sounding
K M Rumman (Northeastern University); Francesca Meneghello (Northeastern University); Khandaker Foysal Haque (Northeastern University); Francesco Gringoli (University of Brescia); Francesco Restuccia (Northeastern University)
Generalizable Policy Learning using Graph Neural Networks
Jerrod Wigmore, Eytan Modiano (MIT); Brooke Shrader (MIT Lincoln Laboratory)
To Theoretically Understand Transformer-Based In-Context Learning for Optimizing CSMA
Shugang Hao, Hongbo Li, Lingjie Duan (Singapore University of Technology and Design)
Honeybee: Byzantine Tolerant Decentralized Peer Sampling with Verifiable Random Walks
Yunqi Zhang, Shaileshh Bojja Venkatakrishnan (The Ohio State University)
AdvO-RAN: Adversarial Deep Reinforcement Learning in AI-Driven Open Radio Access Networks
Tanzil Hassan (Northeastern University); Francesca Meneghello (Northeastern University); Francesco Restuccia (Northeastern University)
SADIF: Spoofing Attack on BLE Direction Finding Based Localization System
Runting Zhang (Shanghai Jiao Tong University); Yijie Li (National University of Singapore); Dian Ding, Hao Pan (Shanghai Jiao Tong University); Yongzhao Zhang (UESTC); Yi-Chao Chen (Shanghai Jiao Tong University); Xiaoyu Ji (Zhejiang University); Jiadi Yu, Guangtao Xue (Shanghai Jiao Tong University)
Local-Cloud Inference Offloading for LLMs in Multi-Modal, Multi-Task, Multi-Dialogue Settings
Liangqi Yuan (Purdue University); Dong-Jun Han (Yonsei University); Shiqiang Wang (IBM Research); Christopher Brinton (Purdue University)
Online Contract Design for Creator Economy in the Era of GenAI
Yumou Liu (The Chinese University of Hong Kong, Shenzhen); Zhenzhe Zheng, Fan Wu, Guihai Chen (Shanghai Jiao Tong University)
Lightweight Decentralized Federated Learning with Arbitrary Client Participation
Xinghan Gong, Xiaowen Gong (Auburn University); Ying Sun (The Pennsylvania State University); Shiwen Mao (Auburn University)
Beyond Right to be Forgotten: Managing Heterogeneity Side Effects Through Strategic Incentives
Jiaqi Shao (Duke Kunshan University); Tao Lin (Westlake University); Xiaojin Zhang (Huazhong University of Science and Technology); Qiang Yang (Hong Kong University of Science and Technology); Bing Luo (Duke Kunshan University)
Odin: Effective End-to-End SLA Decomposition for 5G/6G Network Slicing via Online Learning
Duo Cheng (Virginia Tech); Ramanujan K Sheshadri, Ahan Kak, Nakjung Choi (Nokia Bell Labs); Xingyu Zhou (Wayne State University); Bo Ji (Virginia Tech)
Practical Design and Orchestration of Frequency-Shifting RIS for NLoS mmWave Sensing
Aadesh Madnaik (Georgia Institute of Technology); Karthik Sundaresan (Georgia Tech)
Mitigating Jamming Attacks in LoRa Networks: A Defense Strategy Against LoRa-Based Jammers
Md Ashikul Haque, Abusayeed Saifullah (Wayne State University, US)
REMARKABLE: RIS-Enabled Mobile Beamforming through Kernalized Bandit Learning
Kubra Alemdar (Northeastern University); Arnob Ghosh (New Jersey Institute of Technology); Vini Chaudhary (Mississippi State University); Ness Shroff (The Ohio State University); Kaushik Chowdhury (University of Texas Austin)
Beyond Static Populations: Efficient Delay-Constrained Scheduling for Dynamic Users via Deep Reinforcement Learning
Xun Wang, Zhuoran Li, Longbo Huang (Tsinghua University)
Adaptive Sparsification for Communication-Efficient Distributed Learning
Faeze Moradi Kalarde, Ben Liang (University of Toronto); Min Dong (Ontario Tech University); Yahia A. Eldemerdash Ahmed, Ho Ting Cheng (Ericsson Canada)
Functional Control: Leveraging Function-as-a-Service Platforms for Software-Defined Networking Controllers
Shuwen Liu, Craig A. Shue (Worcester Polytechnic Institute)
Robust Collaborative Inference with Vertically Split Data Over Dynamic Device Environments
Surojit Ganguli, Zeyu Zhou, Christopher Brinton, David I. Inouye (Purdue University)
mm-NOLOC: mmWave-based Localization for Mobile Networks without 3GPP Location Service
Phuc Dinh, Yufei Feng, Eduardo Baena (Northeastern University); Yunmeng Han (University of Cincinnati); Weiming Qi (Michigan State University); Zihan Xu, Moinak Ghoshal, Pau Closas, Dimitrios Koutsonikolas (Northeastern University); Joerg Widmer (IMDEA Networks)
InterfO-RAN: Real-Time In-band Cellular Uplink Interference Detection with GPU-Accelerated dApps
Neagin Neasamoni Santhi, Davide Villa, Michele Polese, Tommaso Melodia (Northeastern University)
Enhancing Privacy in Decentralized Min-Max Optimization: A Differentially Private Approach
Yueyang Quan (Northeast University); Chang Wang, Shengjie Zhai (University of Nevada, Las Vegas); Minghong Fang (University of Louisville); Zhuqing Liu (University of North Texas)
Two Levels Are All You Need: Simplifying Data Compression for Timely Edge Classification
Chengzhang Li (The Ohio State University); Peizhong Ju (University of Kentucky); Atilla Eryilmaz (Ohio State University); Ness Shroff (The Ohio State University)
Online Learning for Optimizing AoI-Energy Tradeoff under Unknown Channel Statistics
Mohamed A. Abd-Elmagid (The Ohio State University); Ming Shi (The State University of New York at Buffalo); Eylem Ekici, Ness B. Shroff (The Ohio State University)
Human-in-the-loop Learning Through Decentralized Communication Mechanisms
Yiting Hu, Lingjie Duan (Singapore University of Technology and Design)
Consensus-based Decentralized Multi-agent Reinforcement Learning for Random Access Network Optimization
Myeung Suk Oh, Zhiyao Zhang (The Ohio State University); FNU Hairi (University of Wisconsin-Whitewater); Alvaro Velasquez (University of Colorado Boulder); Jia Liu (The Ohio State University)
On the Out-of-Distribution Backdoor Attack for Federated Learning
Jiahao Xu, Zikai Zhang, Rui Hu (University of Nevada, Reno)
Building Trust in Deep Learning Models for Wireless Applications
Sage Trudeau (University of Texas at Austin, MIT Lincoln Laboratory); Kaushik Chowdhury (University of Texas at Austin)
AODPart: Accuracy-Optimal Online Partitioning for Edge Inference with Delay Constraint
Shiva Saxena, Ben Liang (University of Toronto)
Decoupling Control & Data Beams in Wideband Multi-antenna Networks
Ish Kumar Jain (RPI, UCSD); Rohith Reddy Vennam, Dinesh Bharadia (UCSD)
FlexRFML: Dynamic Neural Networks on FPGAs for Next-Generation Radio Spectrum Perception
Francesco Pessia, Sazzad Sayyed, Francesco Restuccia (Northeastern University)
Optimal Hybrid Feedback-Driven Learning for Wireless Interactive Panoramic Scene Delivery
Xiaoyi Wu, Juaren Steiger, Bin Li (Pennsylvania State University); R Srikant (UIUC)
DRAGON: Enhancing On-Device Model Performance with Distributed Retrieval-Augmented Generation
Shangyu Liu, Zhenzhe Zheng (Shanghai Jiao Tong University); Xiaoyao Huang (Cloud Computing Research Institute, China Telecom); Fan Wu, Guihai Chen (Shanghai Jiao Tong University); Jie Wu (Cloud Computing Research Institute, China Telecom)
