Monday, July 26, 2021
8:00am-8:30am
Registration
8:30am-12:00am
Workshop
Tuesday, July 27, 2021
8:00am-8:15am
Registration
8:15am-9:00am
Opening Remarks
9:00-10:00
Keynote 1: P. R. Kumar(TAMU)
10:00am-11:00am
Keynote 2: Kang Shin (Umich)
11:00am-11:15am
Break
11:15am-12:45pm
Session: Mobile device and RFID
Real-Time Deep Video Analytics on Mobile Devices
Rotation Sensing Using Passive RFID Tags
The Tags Are Alright: Robust Large-Scale RFID Clone Detection Through Federated Data-Augmented Radio Fingerprinting
12:45pm-1:45pm
Lunch
1:45pm-2:45pm
Keynote 3: Matt Grossglauser (EPFL)
2:45pm-3:00pm
Break
3:00pm-5:00pm
Session: Learning algorithms
Learning-NUM: Network Utility Maximization with Unknown Utility Functions and Queueing Delay
Robust Multi-Agent Multi-Armed Bandits
Accelerating Distributed Online Meta-Learning via Multi-Agent Collaboration under Limited Communication
GT-STORM: Taming Sample, Communication, and Memory Complexities in Decentralized Non-Convex Learning
Panel discussion (TBD)
Award Banquet
Wednesday, July 28, 2021
8:00am-8:30am
Registration
8:30am-10:00am
Industry keynote：Yunfei Ma (Alibaba Group), Ting Cao (MSRA)
10:00-10:30
Break
10:30-12:00
Session: Queuing
Job Dispatching Policies for Queueing Systems with Unknown Service Rates
Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic
User Distributions in Shard-based Blockchain Network: Queueing Modeling, Game Analysis, and Protocol Design
12:00pm-1:30pm
Lunch
1:30pm-3:00pm
Session: Privacy and security
MultiAuth: Enable Multi-User Authentication with Single Commodity WiFi Device
Man-in-the-Middle Attack Resistant Secret Key Generation via Channel Randomization
DeepLoRa: Fingerprinting LoRa Devices at Scale Through Deep Learning and Data Augmentation
3:00pm-3:30pm
Break
3:30pm-5:30pm
Session: Age-of-information
Minimizing Age-of-Information in Heterogeneous Multi-Channel Systems: A New Partial-Index Approach
Minimizing Age of Information via Scheduling over Heterogeneous Channels
Battle between Rate and Error in Minimizing Age of Information
An Online Learning Approach to Optimizing Time-Varying Costs of AoI
9:00pm-10:00pm
N2Women Event (Virtual)
Thursday, July 29, 2021
8:00am-8:30am
Registration
8:30am-9:30am
Keynote: Muriel Medard (MIT)
9:30am-10:00am
Break
10:00am-12:00pm
Session: Edge computing
Task Offloading with Uncertain Processing Cycles
Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning
An Online Mean Field Approach for Hybrid Edge Server Provision
Joint Update Rate Adaptation in Multiplayer Cloud-Edge Gaming Services: Spatial Geometry and Performance Tradeoffs
12:00pm-1:30pm
Lunch
1:30pm-3:00pm
Session: Emerging topics
SkyHaul: An Autonomous Gigabit Network Fabric In The Sky
Crowdfunding with Strategic Pricing and Information Disclosure
uScope: a Tool for Network Managers to Validate Delay-Based SLAs
3:00pm-3:30pm
Break
3:30pm-5:30pm
Session: Learning for Wireless Networks
DeepBeam: Deep Waveform Learning for Coordination-Free Beam Management in mmWave Networks
MmWave Codebook Selection in Rapidly-Varying Channels via Multinomial Thompson Sampling
Neuro-DCF: Design of Wireless MAC via Multi-Agent Reinforcement Learning Approach
Weak Signal Detection in 5G+ Systems: A Distributed Deep Learning Framework
