wangxingchen2930/Interesting_Papers_MobileComputing

Interesting_Papers_MobileComputing

Introduction

This repository collects interesting papers in mobile computing area starting from 2022. We mainly focus on following conferences: MobiCom, UbiComp, MobiSys, SenSys, IPSN, IoTDI, MobiHoc, INFOCOM, ICDCS.

Information

We summarize the approximate deadline and the conference time for each conference:

Conference Name	Deadline	Main Conference
MobiCom	(Summer) Aug / (Winter) Mar	Sept/Oct
UbiComp (IMWUT)	11-15 / 2-15 / 5-15 / 8-15	Sept/Oct
MobiSys	Early Dec	June
SenSys	May/June	Nov
IPSN	Sept/Oct	April/May
IoTDI	Oct	April/May
MobiHoc	Early Mar	July/Oct
INFOCOM	July/Aug	May
ICDCS	Dec/Jan	July

2023

IMWUT (Ubicomp):

Volume 7, Issue 1 (March):

• Mites: Design and Deployment of a General-Purpose Sensing Infrastructure for Buildings

• ViSig: Automatic Interpretation of Visual Body Signals Using On-Body Sensors

• RoVaR: Robust Multi-agent Tracking through Dual-layer Diversity in Visual and RF Sensing

• Midas: Generating mmWave Radar Data from Videos for Training Pervasive and Privacy-preserving Human Sensing Tasks

• MI-Mesh: 3D Human Mesh Construction by Fusing Image and Millimeter Wave

• Real-time Context-Aware Multimodal Network for Activity and ActivityStage Recognition from Team Communication in Dynamic Clinical Settings

• X-CHAR: A Concept-based Explainable Complex Human Activity Recognition Model

• Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition

• AMIR: Active Multimodal Interaction Recognition from Video and Network Traffic in Connected Environments

• FocalPoint: Adaptive Direct Manipulation for Selecting Small 3D Virtual Objects

• VoiceListener: A Training-free and Universal Eavesdropping Attack on Built-in Speakers of Mobile Devices

• MagSound: Magnetic Field Assisted Wireless Earphone Tracking

• Human Parsing with Joint Learning for Dynamic mmWave Radar Point Cloud

• RF-CM: Cross-Modal Framework for RF-enabled Few-Shot Human Activity Recognition

• mSilent: Towards General Corpus Silent Speech Recognition Using COTS mmWave Radar

• LT-Fall: The Design and Implementation of a Life-threatening Fall Detection and Alarming System

Volume 7, issue 2 (June):

• EarAcE: Empowering Versatile Acoustic Sensing via Earable Active Noise Cancellation Platform

• VoiceCloak: Adversarial Example Enabled Voice De-Identification with Balanced Privacy and Utility

• RF-Mic: Live Voice Eavesdropping via Capturing Subtle Facial Speech Dynamics Leveraging RFID

• TwinkleTwinkle: Interacting with Your Smart Devices by Eye Blink

• DAPPER: Label-Free Performance Estimation after Personalization for Heterogeneous Mobile Sensing

• SmartASL: "Point-of-Care" Comprehensive ASL Interpreter Using Wearables

• Towards a Dynamic Fresnel Zone Model to WiFi-based Human Activity Recognition

• Synthetic Smartwatch IMU Data Generation from In-the-wild ASL Videos

• ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition

• Automatic Update for Wi-Fi Fingerprinting Indoor Localization via Multi-Target Domain Adaptation

• WiMeasure: Millimeter-level Object Size Measurement with Commodity WiFi Devices

SenSys (initial pick):

• MESEN: Exploit Multimodal Data to Design Unimodal Human Activity Recognition with Few Labels

• SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach

• XGait: Cross-Modal Translation via Deep Generative Sensing for RF-based Gait Recognition

• RF Genesis: Zero-Shot Generalization of mmWave Sensing through Simulation-Based Data Synthesis and Generative Diffusion Models

• FedINC: An Exemplar-Free Continual Federated Learning Framework with Small Labeled Data

• XiTuXi: Sealing the Gaps in Cross-Technology Communication by Neural Machine Translation

• Physics-Informed Data Denoising for Real-Life Sensing Systems

• EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge

• Push the Limit of Single-Chip mmWave Radar-Based Egomotion Estimation with Moving Objects in FoV

• Egocentric Human Pose Estimation using Head-mounted mmWave Radar

• Construct 3D Hand Skeleton with Commercial WiFi

HobiHoc

• Wave-for-Safe: Multisensor-based Mutual Authentication for Unmanned Delivery Vehicle Services

• Incentive Mechanism Design for Federated Learning and Unlearning

• EarCase: Sound Source Localization Leveraging Mini Acoustic Structure Equipped Phone Cases for Hearing-challenged People

• Waste Not, Want Not: Service Migration-Assisted Federated Intelligence for Multi-Modality Mobile Edge Computing

• Scalable Multi-Modal Learning for Cross-Link Channel Prediction in Massive IoT Networks

• AirFC: Designing Fully Connected Layers for Neural Networks with Wireless Signals

MobiCom

• Towards Spatial Selection Transmission for Low-end IoT devices with SpotSound

• mmFER: Millimetre-wave Radar based Facial Expression Recognition for Multimedia IoT Applications

• AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving

• SignQuery:A Natural User Interface and Search Engine for Sign Languages with Wearable Sensors

• Meta-Speaker: Acoustic Source Projection by Exploiting Air Nonlinearity

• LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup

• PowerPhone: Unleashing the Acoustic Sensing Capability of Smartphones

• Practically Adopting Human Activity Recognition

• MUSE-Fi:Contactless MUti-person SEnsing Exploiting Near-field Wi-Fi Channel Variation

• Towards Generalized mmWave-based Human Pose Estimation through Signal Augmentation

• FederatedFew-ShotLearningforMobileNLP

INFOCOM (initial pick)：

• FacER: Contrastive Attention based Expression Recognition via Smartphone Earpiece Speaker

• HeartPrint: Passive Heart Sounds Authentication Exploiting In-Ear Microphones

• I Can Hear You Without a Microphone: Live Speech Eavesdropping From Earphone Motion Sensors

• mmMIC: Multi-modal Speech Recognition based on mmWave Radar

• Secure and Robust Two Factor Authentication via Acoustic Fingerprinting

• Voice Liveness Detection with Sound Field Dynamics

• WakeUp: Fine-Grained Fatigue Detection Based on Multi-Information Fusion on Smart Speakers

• WSTrack: A Wi-Fi and Sound Fusion System for Device-free Human Tracking

• A Hierarchical Knowledge Transfer Framework for Heterogeneous Federated Learning

• A Reinforcement Learning Approach for Minimizing Job Completion Time in Clustered Federated Learning

• Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning

• AnycostFL: Efficient On-Demand Federated Learning over Heterogeneous Edge Devices

• AOCC-FL: Federated Learning with Aligned Overlapping via Calibrated Compensation

• Asynchronous Federated Unlearning

• Communication-Efficient Federated Learning for Heterogeneous Edge Devices Based on Adaptive Gradient Quantization

• Enabling Communication-Efficient Federated Learning via Distributed Compressed Sensing

• Federated Learning under Heterogeneous and Correlated Client Availability

• Federated Learning with Flexible Control

• Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Network

• FedMoS: Taming Client Drift in Federated Learning with Double Momentum and Adaptive Selection

• FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning

• Heterogeneity-Aware Federated Learning with Adaptive Client Selection and Gradient Compression

• Joint Edge Aggregation and Association for Cost-Efficient Multi-Cell Federated Learning

• Joint Participation Incentive and Network Pricing Design for Federated Learning

• More than Enough is Too Much: Adaptive Defenses against Gradient Leakage in Production Federated Learning

• Network Adaptive Federated Learning: Congestion and Lossy Compression

• OBLIVION: Poisoning Federated Learning by Inducing Catastrophic Forgetting

• Privacy as a Resource in Differentially Private Federated Learning

• SplitGP: Achieving Both Generalization and Personalization in Federated Learning

• SVDFed: Enabling Communication-Efficient Federated Learning via Singular-Value-Decomposition

• Tackling System Induced Bias in Federated Learning: Stratification and Convergence Analysis

• Toward Sustainable AI: Federated Learning Demand Response in Cloud-Edge Systems via Auctions

• Truthful Incentive Mechanism for Federated Learning with Crowdsourced Data Labeling

• TVFL: Tunable Vertical Federated Learning towards Communication-Efficient Model Serving

IPSN

• Addressing Practical Challenges in Acoustic Sensing To Enable Fast Motion Tracking

IoTDI

• In-Ear-Voice: Towards Milli-Watt Audio Enhancement with Bone-Conduction Microphones for In-Ear Sensing Platforms

• Acuity: Creating Realistic Digital Twins Through Multi-resolution Pointcloud Processing and Audiovisual Sensor Fusion.

• AI-based Simultaneous Audio Localization and Communication For Robots

MobiSys

• DF-Sense: Multi-user Acoustic Sensing for Heartbeat Monitoring with Dualforming

• "Is this my president speaking?" Tamper-proofing Speech in Live Recordings

• SoundSieve: Seconds-Long Audio Event Recognition on Intermittently-Powered Systems

• Wireless earbuds for low-cost hearing screening

• Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training

• Towards Bone-Conducted Vibration Speech Enhancement on Head-Mounted Wearables

• EchoAttack: Practical Inaudible Attacks To Smart Earbuds

• RoFin: 3D Hand Pose Reconstructing via 2D Rolling Fingertips

• BioCase: Privacy Protection via Acoustic Sensing of Finger Touches on Smartphone Case Mini-Structures

ICDCS

• EchoImage: User Authentication on Smart Speakers Using Acoustic Signals

• EmoLeak: Smartphone Motions Reveal Emotions

• An Acoustic Signal-based Middle-Ear Effusion Detection using Earphones

• SplitBeam: Effective and Efficient Beamforming in Wi-Fi Networks Through Split Computing

2022

INFOCOM (initial pick):

• Big Brother is Listening: An Evaluation Framework on Ultrasonic Microphone Jammers

• DeepEar: Sound Localization with Binaural Microphones

• Amaging: Acoustic Hand Imaging for Self-adaptive Gesture Recognition

• MILLIEAR: Millimeter-wave Acoustic Eavesdropping with Unconstrained Vocabulary

• mmPhone: Acoustic Eavesdropping on Loudspeakers via mmWave-characterized Piezoelectric Effect

• TeethPass: Dental Occlusion-based User Authentication via In-ear Acoustic Sensing

• Separating Voices from Multiple Sound Sources using 2D Microphone Array

• Thwarting Unauthorized Voice Eavesdropping via Touch Sensing in Mobile Systems

• Sound of Motion: Real-time Wrist Tracking with A Smart Watch-Phone Pair

• PhoneyTalker: An Out-of-the-Box Toolkit for Adversarial Example Attack on Speaker Recognition

• A Profit-Maximizing Model Marketplace with Differentially Private Federated Learning

• Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization

• FLASH: Federated Learning for Automated Selection of High-band mmWave Sectors

• Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks

• Optimal Rate Adaption in Federated Learning with Compressed Communications

• Protect Privacy from Gradient Leakage Attack in Federated Learning

• Tackling System and Statistical Heterogeneity for Federated Learning with Adaptive Client Sampling

• The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining

• Towards Optimal Multi-modal Federated Learning on Non-IID Data with Hierarchical Gradient Blending

• Mudra: A Multi-Modal Smartwatch Interactive System with Hand Gesture Recognition and User Identification

MobiSys:

• MagEar: Eavesdropping via Audio Recovery using Magnetic Side Channel

• EarHealth: An Earphone-based Acoustic Otoscope for Detection of Multiple Ear Diseases in Daily Life

• SPiDR: Ultra-low-power Acoustic Spatial Sensing for Micro-robot Navigation (Best Paper Award)

• MagSnoop: Listening to Sounds Induced by Magnetic Field Fluctuations to Infer Mobile Payment Tokens

• ClearBuds: Wireless Binaural Earbuds for Learning-based Speech Enhancement

• FedBalancer: Data and Pace Control for Efficient Federated Learning on Heterogeneous Clients

• Melon: Breaking the Memory Wall for Resource-Efficient On-Device Machine Learning

• Memory-efficient DNN Training on Mobile Devices

ICDCS (initial pick):

• Lagrange Coded Federated Learning (L-CoFL) Model for Internet of Vehicles

• Energy Minimization for Federated Asynchronous Learning on Consumer Edge Devices via Application Co-running

• KAFL: Achieving High Training Efficiency for Fast-K Asynchronous Federated Learning

• Aligning before Aggregating: Enabling Cross-domain Federated Learning via Consistent Feature Extraction

• Joint Optimization of Energy Consumption and Completion Time in Federated Learning

• Sustainable Federated Learning with Long-term Online VCG Auction Mechanism

• FedZKT: Zero-Shot Knowledge Transfer towards Resource-Constrained Federated Learning with Heterogeneous On-Device Models

• Distributionally Robust Federated Learning for Differentially Private Data

• ContextFL: Context-aware Federated Learning by Estimating the Training and Reporting Phases of Mobile Clients

• Multi-granularity Weighted Federated Learning in Heterogeneous Mobile Edge Computing Systems

HobiHoc:

• Extracting and Predicting Multipath Profiles under High Mobility and Its Application

• NET-FLEET: Achieving Linear Convergence Speedup for Fully Decentralized Federated Learning with Heterogeneous Data

MobiCom:

• Mobi2Sense: Empowering Wireless Sensing with Mobility

• Cosmo: contrastive fusion learning with small data for multimodal human activity recognition

• Experience: Practical Problems for Acoustic Sensing

• PyramidFL: A Fine-grained Client Selection Framework for Efficient Federated Learning

• Audio-domain Position-independent Backdoor Attack via Unnoticeable Triggers

• Experience: Pushing Indoor Localization from Laboratory to the Wild

• Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI

• InFi: End-to-end Learnable Input Filter for Resource-efficient Mobile-centric Inference

• Experience: Practical Indoor Localization for Malls

UbiComp (initial pick):

• SonicFace: Tracking Facial Expressions Using a Commodity Microphone Array

• Unobtrusive Pedestrian Identification by Leveraging Footstep Sounds with Replay Resistance

• CycleGuard: A Smartphone-based Assistive Tool for Cyclist Safety Using Acoustic Ranging

• Understanding User Perceptions of Proactive Smart Speakers

• SpeeChin: A Smart Necklace for Silent Speech Recognition

• SkillFence: A Systems Approach to Practically Mitigating Voice-Based Confusion Attacks

• LASense: Pushing the Limits of Fine-grained Activity Sensing Using Acoustic Signals

• Leveraging Sound and Wrist Motion to Detect Activities of Daily Living with Commodity Smartwatches

• BreathMentor: Acoustic-based Diaphragmatic Breathing Monitor System

• EarCommand: “Hearing” Your Silent Speech Commands In Ear

• EarIO: A Low-power Acoustic Sensing Earable for Continuously Tracking Detailed Facial Movements

• Learning on the Rings: Self-Supervised 3D Finger Motion Tracking Using Wearable Sensors

• Enabling Contact-free Acoustic Sensing under Device Motion

• SAMoSA - Sensing Activities with Motion and Sub-Sampled Audio

• MuteIt: Jaw Motion based Unvoiced Command Recognition using Earable

• ChestLive: Fortifying Voice-based Authentication with Chest Motion Biometric on Smart Devices

• Janus: Dual-radio Accurate and Energy-Efficient Proximity Detection

• FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing

• ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition

• Gesture Recognition Method Using Acoustic Sensing on Usual Garment

• WiAdv: Practical and Robust Adversarial Attack against WiFi-based Gesture Recognition System

• FLAME: Federated Learning Across Multi-device Environments

• COCOA: Cross Modality Contrastive Learning for Sensor Data

• Augmented Adversarial Learning for Human Activity Recognition with Partial Sensor Sets

• WearSign: Pushing the Limit of Sign Language Translation Using Inertial and EMG Wearables

• Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition

• ToothSonic: Earable Authentication via Acoustic Toothprint

• VoLearn: A Cross-Modal Operable Motion-Learning System Combined with Virtual Avatar and Auditory Feedback

• Are You Left Out? An Efficient and Fair Federated Learning for Personalized Profiles onWearable Devices of Inferior Networking Conditions

• SwipePass: Acoustic-based Second-factor User Authentication for Smartphones

• UltraSpeech: Speech Enhancement by Interaction between Ultrasound and Speech

• Wi-Learner: Towards One-shot Learning for Cross-Domain Wi-Fi based Gesture Recognition

• AccMyrinx: Speech Synthesis with Non-Acoustic Sensor

• VECTOR: Velocity Based Temperature-field Monitoring with Distributed Acoustic Devices

• MetaGanFi: Cross-Domain Unseen Individual Identification Using WiFi Signals

• LiSee: A Headphone that Provides All-day Assistance for Blind and Low-vision Users to Reach Surrounding Objects

SenSys:

• FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices

• Hearing Heartbeat from Voice: Towards Next Generation Voice-User Interfaces with Cardiac Sensing Function

• SpeechQoE: A Novel Personalized QoE Assessment Model for Voice Services via Speech Sensing

• Room-scale Hand Gesture Recognition Using Smart Speakers

• AIM: Acoustic Inertial Measurement for Indoor Drone Localization and Tracking

• Indoor Smartphone SLAM with Learned Echoic Location Features

• MicNest: Long-Range Instant Acoustic Localization of Drones in Precise Landing

• TailorFL: Dual-Personalized Federated Learning under System and Data Heterogeneity

• SVoice: Enable Voice Communication in Silence via Acoustic Sensing on Commodity Devices

• Accuth: Anti-Spoofing Voice Authentication via Accelerometer

• PFed-LDP: A Personalized Federated Local Differential Privacy Framework for IoT Sensing Data

• Generative Personalized Federated Learning Framework for Travel Time Estimation