• S1: IMPROVING OUR MENTAL HEALTH （关于心理健康）

• A Weakly Supervised Learning Framework For Detecting Social Anxiety And Depression
• Touch Sense: Touch Screen Based Mental Stress Sense（触摸屏 压力）
• Tracking Depression Dynamics in College Students Using Mobile Phone and Wearable Sensing（手机/可穿戴设备 情绪）
• MoodExplorer: Towards Compound Emotion Detection via Smartphone Sensing（手机 情绪检测）
• Joint Modeling of Heterogeneous Sensing Data for Depression Assessment via Multi-task Learning
•  

• S2: ALL SOUND CAN DO (关于声学)

• Smartphone-based Acoustic Indoor Space Mapping（室内定位）
• C-FMCW Based Contactless Respiration Detection Using Acoustic Signal（呼吸检测）
• Luciola: A Millimeter-Scale Light-Emitting Particle Moving in Mid-Air Based on Acoustic Levitation and Wireless Powering
• PAvessel: Practical 3D Vessel Structure Sensing through Photoacoustic Effects with Its Applications in Palm Biometrics（生物识别）
• Deep Room Recognition Using Inaudible Echos（定位）
•  

• S3：KEEPING FIT （关于身体健康）

• Robust Sensor-Orientation-Independent Feature Selection for Animal Activity Recognition on Collar Tags
• Reflection Companion: A Conversational System for Engaging Users in Reflection on Physical Activity
• WiStep: Device-free Step Counting with WiFi Signals（步数统计）
• Defining Adherence: Making Sense of Physical Activity Tracker Data
• Finding the Sweet Spot(s): Understanding Context to Support Physical Activity Plans
•  

• S4: EYES, HANDS, KNEES AND TOES

• EyeSpyVR: Interactive Eye Sensing using Off-the-Shelf, Smartphone-Based VR Headsets
• EyePACT: Eye-Based Parallax Correction on Touch-Enabled Interactive Displays
• hEYEbrid: A Hybrid Approach for Mobile Calibration-free Gaze Estimation
• FinDroidHR: Smartwatch Gesture Input with Optical Heartrate Monitor（手势识别，光学心率传感器）
• QGesture: Quantifying Gesture Distance and Direction with WiFi Signals（手势识别 sci ）

S5: OUR CITIES, OUR AIR

• Managing In-home Environments through Sensing, Annotating, and Visualizing Air Quality Data
• Calibrating Low-Cost Sensors by a Two-Phase Learning Approach for Urban Air Quality Measurement
• W-Air: Enabling Personal Air Pollution Monitoring on Wearables
• ComNSense: Grammar-Driven Crowd-Sourcing of Point Clouds for Automatic Indoor Mapping
• MultiCell: Urban Population Modeling Based on Multiple Cellphone Networks

ISWC-S1: WEARABLES: GESTURE （手势识别）

• TouchSense: Classifying Finger Touches and Measuring their Force with an Electromyography Armband
• Improving Ultrasound-based Gesture Recognition Using a Partially Shielded Single Microphone（超声波 手势识别）
• SeeSaw - Rapid One-Handed Synchronous Gesture Interfaces for Smartwatches
• Intra-/Inter-user Adaptation Framework for Wearable Gesture Sensing Device

S6: ENGAGED AND ALERT

• Watching the TV Watchers
• EngageMon: Multi-Modal Engagement Sensing for Mobile Games 
• Visual Attention-based Access: Granting Access based on Users’ Joint Attention on Shared Workspaces
• RF-Based Fall Monitoring Using Convolutional Neural Networks
• A Survey of Attention Management Systems in Ubiquitous Computing Environments

S7: IT'S REALLY ME!

• Vocal Resonance: Using Internal Body Voice for Wearable Authentication（身音 可穿戴设备认证）
• BreathLive: Liveness Detection for Heart Sound Authentication with Deep Breathing（心音认证）
• Unlock with Your Heart: Heartbeat-based Authentication on Commercial Mobile Phones（手机 心跳检测 身份验证）
• BiLock: User Authentication via Dental Occlusion Biometrics（牙科咬合生物技术）
• SilentKey: A New Authentication Framework through Ultrasonic-based Lip Reading（读唇 验证）

S8: LET'S TALK

• Controlling Fine-Grain Sharing in Natural Language with a Virtual Assistant
• Flower-Pop: Facilitating Casual Group Conversations with Multiple Mobile Devices
• Wordometer Systems for Everyday Life
• CoCo: Collaboration Coach for Understanding Team Dynamics during Video Conferencing
• Understanding the Long-Term Use of Smart Speaker Assistants

S9: ALL THINGS CARS 

• A Simple but Quantifiable Approach to Dynamic Price Prediction in Ride-on-demand Services Leveraging Multi-source Urban Data
• MORP: Data-Driven Multi-Objective Route Planning and Optimization of Electric Vehicles
• PrivateHunt: Multi-source Data-driven Dispatching in For-Hire Vehicle Systems
• RADAR: Road Obstacle Identification for Disaster Response Leveraging Multi-Source Urban Data
• On Active Passengering: Supporting In-Car Experiences

S10: CAMERAS EVERYWHERE 

• Crowd-AI Camera Sensing in the Real World
• Privacy-preserving Image Processing with Binocular Thermal Cameras
• I Can’t Be Myself: Effects of Wearable Cameras on the Capture of Authentic Behavior in the Wild
• Capturing the Shifting Shapes: Enabling Efficient Screen-Camera Communication with a Pattern-based Dynamic Barcode
• Enabling Public Cameras to Talk to the Public

ISWC-S2: WEARABLES: HAPTICS

• Conveying Language through Haptics: A Multi-sensory Approach
• Movelet: a Self-Actuated Movable Bracelet for Positional Haptic Feedback on the User's Forearm
• Passive Haptic Learning for Vibrotactile Skin Reading（皮肤阅读）
• Training CPR with a Wearable Real Time Feedback System（心肺复苏）

S11: TRACKING AFFECT

• Students’ Experiences with Ecological Momentary Assessment Tools to Report on Emotional Well-being
• Unobtrusive Assessment of Students’ Emotional Engagement during Lectures Using Electrodermal Activity Sensors（情绪检测）
• Character Actor: Design and Evaluation of Expressive Robot Car Seat Motion
• Automated Dyadic Data Recorder (ADDR) Framework and Analysis of Facial Cues in Deceptive Communication
• Heed: Exploring the Design of Situated Self-Reporting Devices

S12: IT'S REALLY ME!

• Handwritten Signature Verification Using Wrist-Worn Devices
• SAW: Wristband-based Authentication for Desktop Computers
• TwistIn: Tangible Authentication of Smart Devices via Motion Co-analysis with a Smartwatch
• Authenticating On-Body Backscatter By Exploiting Propagation Signatures
• Auth 'n' Scan: Opportunistic Photoplethysmography in Mobile Fingerprint Authentication

S13: FOOD AND DRINK 

• Bites'n'Bits: Inferring Eating Behavior from Contextual Mobile Data
• Detecting Eating Episodes by Tracking Jawbone Movements with a Non-Contact Wearable Sensor
• Al-light: An Alcohol-Sensing Smart Ice Cube
• Auracle: Detecting Eating Episodes with an Ear-Mounted Sensor
• SoberMotion: Leveraging the Force of Probation Officers to Reduce the Risk of DUI Recidivism

S14: CARS AND DRONES 

• SafeDrive: Detecting Distracted Driving Behaviors Using Wrist-Worn Devices
• IDrone: Robust Drone Identification through Motion Actuation Feedback
• Employing Opportunistic Charging for Electric Taxicabs to Reduce Idle Time
• Modelling Passengers' Reaction to Dynamic Prices in Ride-on-demand Services: A Search for the Best Fare
• Money Drives: Can Monetary Incentives based on Real-Time Monitoring Improve Driving Behavior?

ISWC-S3: REVIEWS, BRIEFS AND THREE MINUTE MADNESS

• A Five-Year Review of Methods, Purposes and Domains of the International Symposium on Wearable Computing
• SnapBand: a Flexible Multi-Location Touch Input Band
• A Context Recognition Method Using Temperature Sensors in the Nostrils
• Towards Haptic Learning on a Smartwatch
• Augmented Jump: A Backpack Multirotor System for Jumping Ability Augmentation
• VOCNEA: Sleep Apnea and Hypopnea Detection Using a Novel Tiny Gas Sensor
• Wear-a-CUDA: A GPU Based Dolphin Whistle Recognizer for Underwater Wearable Computers
• YAWN: Yet Another Wearable Toolkit
• Biceps Fatigue Estimation with an E-Textile Headband
• LYRA: Smart Wearable In-flight Service Assistant
• Seeing into the Brain of an Actor with Mocap and fNIRS
• Evaluation of 3D-Printed Conductive Lines and EMG Electrodes on Smart Eyeglasses Frames
• Low-power Step Counting Paired with Electromagnetic Energy Harvesting for Wearables

S15: TALK WITH YOUR HANDS

• Gesture Recognition Using Ambient Light
• SynchroWatch: One-Handed Synchronous Smartwatch Gestures Using Correlation and Magnetic Sensing
• Augmenting User Identification with WiFi Based Gesture Recognition
• PrivacyShield: A Mobile System for Supporting Subtle Just-in-time Privacy Provisioning through Off-Screen-based Touch Gestures
• Smartwatch-based Early Gesture Detection & Trajectory Tracking for Interactive Gesture-Driven Applications

S16: WHERE IS WALDO? 

• FreeSense: A Robust Approach for Indoor Human Detection Using Wi-Fi Signals
• Lightitude: Indoor Positioning Using Uneven Light Intensity Distribution
• MultiSoft: Soft Sensor Enabling Real-Time Multimodal Sensing with Contact Localization and Deformation Classification
• SweepLoc: Automatic Video-based Indoor Localization by Camera
• SweepingDuet: Estimating User Position and Identity in Smart Homes using Intermittent and Incomplete RF-Data

S17: TRACKING PEOPLE'S CONTEXT AND HEALTH

• Beacon: Designing a Portable Device for Self-Administering a Measure of Critical Flicker Frequency
• SnapLink: Fast and Accurate Vision-Based Appliance Control in Large Commercial Buildings
• FlowPut: Environment-Aware Interactivity for Tangible 3D Objects
• Understanding Group Event Scheduling via the OutWithFriendz Mobile Application

S18: USAGE AND DESIGN 

• The Design Space of 3D Printable Interactivity
• People Like Me: Designing for Reflection on Aggregate Cohort Data in Personal Informatics Systems
• Does the Public Still Look at Public Displays? A Field Observation of Public Displays in the Wild
• Mobile Device Type Substitution
• What Makes Smartphone Use Meaningful or Meaningless?

ISWC-S4: WEARABLE HUMAN ACTIVITY RECOGNITION 

• Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention
• Wearable Sensors for Recognizing Individuals Undertaking Daily Activities
• On Specialized Window Lengths and Detector Based Human Activity Recognition
• Adding Structural Characteristics to Distribution-Based Accelerometer Representations for Activity Recognition using Wearables
• Practical pedaling skill items extraction for efficient pedaling training with surface EMG wear

S19: CONNECTING AND SENSING THE WORLD

• TagFree Activity Identification with RFIDs
• Lightweight Display-to-device Communication Using Electromagnetic Radiation and FM Radio
• Accurate and Efficient Indoor Location by Dynamic Warping in Sequence-Type Radio-map
• ID’em: Inductive Sensing for Embedding and Extracting Information in Robust Materials

S20: HAVE YOU FOUND WALDO YET?

• Crowdsourcing the Installation and Maintenance of Indoor Localization Infrastructure to Support Blind Navigation
• Smartphone App Usage Prediction Using Points of Interest
• 3DLoc: 3D Features for Accurate Indoor Positioning
• SiFi: Pushing the Limit of Time-Based WiFi Localization Using a Single Commodity Access Point
• An Energy-efficient and Lightweight Indoor Localization System for Internet-of-Things (IoT) Environments

S21: ALL THINGS WEARABLE

• RF Bandaid: A Fully-Analog and Passive Wireless Interface for Wearable Sensors
• FluidMeter: Gauging the Human Daily Fluid Intake Using Smartwatches
• SkinWire: Fabricating a Self-Contained On-Skin PCB for the Hand
• SpiderWalk: Circumstance-aware Transportation Activity Detection Using a Novel Contact Vibration Sensor
• Experiencing Electrical Muscle Stimulation

S22: TOWARDS ACCESSIBILITY TO ALL

• FingerReader2.0: Designing and Evaluating a Wearable Finger-Worn Camera to Assist People with Visual Impairments while Shopping
• TouchCam: Realtime Recognition of Location-Specific On-Body Gestures to Support Users with Visual Impairments
• Up to a Limit? Privacy Concerns of Bystanders and their Willingness to Share Additional Information with Visually Impaired Users of Assistive Technologies
• Variability in Reactions to Instructional Guidance during Smartphone-Based Assisted Navigation of Blind Users
• FootNotes: Geo-referenced Audio Annotations for Nonvisual Exploration

ISWC-S5: WEARABLE HUMAN ACTIVITY RECOGNITION 

• An sEMG-Based Method to Adaptively Reject the Effect of Contraction on Spectral Analysis for Fatigue Tracking
• Gait and Jump Classification in Modern Equestrian Sports
• Feasibility of Human Activity Recognition Using Wearable Depth Cameras
• Prediction of Electrocardiography Features Points using Seismocardiography Data: A Machine Learning Approach
• On Attention Models for Human Activity Recognition

S23: DEEP ACTIVITY RECOGNITION 

• DeActive: Scaling Activity Recognition with Active Deep Learning
• An LSTM Based System for Prediction of Human Activities with Durations
• Multimodal Deep Learning for Activity and Context Recognition
• AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors
• Mitigating Bystander Privacy Concerns in Egocentric Activity Recognition with Deep Learning and Intentional Image Degradation

S24: ADVANCING MOBILE HEALTH

• RF-ECG: Heart Rate Variability Assessment based on COTS RFID Tag Array
• Training-Free Human Vitality Monitoring using Commodity Wi-Fi Devices
• FallDeFi: Ubiquitous Fall Detection using Commodity Wi-Fi Devices
• Assisted Medication Management in Elderly Care Using Miniaturised Near-Infrared Spectroscopy
• Rethinking the Future of Wireless Emergency Alerts: A Comprehensive Study of Technical and Conceptual Improvements

S25: PEOPLE IN THE CITY

• Detecting Popular Temporal Modes in Population-scale Unlabelled Trajectory Data
• BRAVO: Improving the Rebalancing Operation in Bike Sharing with Rebalancing Range Prediction
• Inferring Mobility Relationship via Graph Embedding
• ParkLoc: Light-weight Graph-based Vehicular Localization in Parking Garages

S26: POWER AND CALIBRATION 

• FocusVR: Effective & Usable VR Display Power Management
• CapHarvester: A Stick-on Capacitive Energy Harvester Using Stray Electric Field from AC Power Lines
• Energy-Ball: Wireless Power Transfer for Batteryless Internet of Things through Distributed Beamforming
• SATURN: A Thin and Flexible Self-powered Microphone Designed on the Principle of Triboelectric Nanogenerator
• You Are Sensing, but Are You Biased? A User Unaided Sensor Calibration Approach for Mobile Sensing

ISWC-S6: WEARABLES: TEXTILE 

• Launderability of Surface-Insulated Cut and Sew E-Textiles
• Shape Memory Alloy Wire Actuators for Soft, Wearable Haptic Devices
• Novel Manufacturing of Advanced Smart Garments: Knitting with Spatially-Varying, Multi-material Monofilament
• Preliminary Study of Subjective Comfort and Emotional Effects of On-body Compression

S27: KEEPING THINGS PRIVATE

• Location Privacy-Preserving Data Recovery for Mobile Crowdsensing
• HMC: Robust Privacy Protection of Mobility Data against Multiple Re-Identification Attacks
• Uniqueness in the City: Urban Morphology and Location Privacy
• Your Apps Give You Away: Distinguishing Mobile Users by Their App Usage Fingerprints
• Addressing The Privacy Paradox through Personalized Privacy Notifications

S28: PEOPLE IN THEIR WORKPLACE

• Sensing Behavioral Change over Time: Using Within-Person Variability Features from Mobile Sensing to Predict Personality Traits
• Measuring Interaction Proxemics with Wearable Light Tags
• A Tale of Two Interactions: Inferring Performance in Hospitality Encounters from Cross-Situation Social Sensing
• Employing Consumer Wearables to Detect Office Workers’ Cognitive Load for Interruption Management

S29: IOT AND WEARABLES 

• When Virtual Reality Meets Internet of Things in the Gym: Enabling Immersive Interactive Machine Exercises
• Predicting the Suitability of Service Animals Using Instrumented Dog Toys
• Epidermal Robots:Wearable Sensors That Climb on the Skin
• Sensei: Sensing Educational Interaction
• Enabling Interactive Infrastructure with Body Channel Communication

S30: SLEEP AND DEPRESSION

• Naptics: Convenient and Continuous Blood Pressure Monitoring during Sleep
• Data and Expert Models for Sleep Timing and Chronotype Estimation from Smartphone Context Data and Simulations
• Investigating the Effectiveness of Cohort-Based Sleep Recommendations
• SleepGuard: Capturing Rich Sleep Information Using Smartwatch Sensing Data
• Using Unsupervised Deep Autoencoders to Automatically Extract Mobility Features for Predicting Depressive States

ISWC-S7: WEARABLES: WRIST 

• WristWash: Towards Automatic Handwashing Assessment using a Wrist-worn Device
• Sparse Natural Gesture Spotting in Free Living to Monitor Drinking with Wrist-Worn Inertial Sensors
• Sensing Interpersonal Synchrony between Actors and Autistic Children in Theatre using Wrist-worn Accelerometers
• I4S: : Capturing Shopper's In-store Interactions

S31: KEEPING THINGS PRIVATE

• Obfuscation At-Source: Privacy in Context-Aware Mobile Crowd-Sourcing
• Snoopy: Sniffing Your Smartwatch Passwords via Deep Sequence Learning
• Anatomy of a Vulnerable Fitness Tracking System: Dissecting the Fitbit Cloud, App, and Firmware
• My Smartphone Recognizes Genuine QR Codes! Practical Unclonable QR Code via 3D Printing
• Watching and Safeguarding Your 3D Printer: Online Process Monitoring Against Cyber-Physical Attacks

S32: TRANSPORTATION AND THE CITY

• SharedEdge: GPS-Free Fine-Grained Travel Time Estimation in State-Level Highway Systems
• Xnavi: Travel Planning System Based on Experience Flows
• CTS: A Cellular-based Trajectory Tracking System with GPS-level Accuracy
• iTour: Making Tourist Maps GPS-Enabled
• Detecting Urban Anomalies Using Multiple Spatio-Temporal Data Sources

S33: ALL THINGS LEARNING 

• RuleSelector: Selecting Conditional Action Rules from User Behavior Paterns
• SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework
• Warming Up to Cold Start Personalization
• RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations
• Cooperative Target Tracking and Signal Propagation Learning Using Mobile Sensors

S34: TOUCH, SKIN, AND MOTION

• ObjectSkin: Augmenting Everyday Objects with Hydroprinted Touch Sensors and Displays
• Takes Tutu to Ballet: Designing Visual and Verbal Feedback for Augmented Mirrors
• TOAST: Ten-Finger Eyes-Free Typing on Touchable Surfaces
• Remotion: A Motion-Based Capture and Replay Platform of Mobile Device Interaction for Remote Usability Testing
• MuscleIO: Muscle-Based Input and Output for Casual Notifications

ISWC-S8: WEARABLES: HEAD 

• PhysioHMD: a conformable, modular toolkit for collecting physiological data from head-mounted displays
• RF-Pick: Order Picking Using a HUD with Wearable RFID Verification
• ScratchVR: Low-Cost, Calibration-Free Sensing for Tactile Input on Mobile Virtual Reality Enclosures
• Buccal: Low-Cost Cheek Sensing for Inferring Continuous Jaw Motion in Mobile Virtual Reality
• 1D Eyewear: Peripheral, Hidden LEDs and Near-Eye Holographic Displays for Unobtrusive Augmentation

S35: SPEECH, TEXT, TOUCH, AND SOUND 

• A Comparative Evaluation of Spatial Targeting Behaviour Patterns for Finger and Stylus Tapping on Mobile Touchscreen Devices
• Comparing a Single-Touch Whiteboard and a Multi-Touch Tabletop for Collaboration in School Museum Visits
• Comparing Speech and Keyboard Text Entry for Short Messages in Two Languages on Touchscreen Phones
• iDial: Enabling a Virtual Dial Plate on the Hand Back for Around-Device Interaction
• Effect of Distinct Ambient Noise Types on Mobile Interaction

S37: KEEP CALM AND BREATH

• Just Breathe: In-Car Interventions for Guided Slow Breathing
• FullBreathe: Full Human Respiration Detection Exploiting Complementarity of CSI Phase and Amplitude of WiFi Signals
• Extracting Multi-Person Respiration from Entangled RF Signals
• From Fresnel Diffraction Model to Fine-grained Human Respiration Sensing with Commodity Wi-Fi Devices
• rConverse: Moment by Moment Conversation Detection Using a Mobile Respiration Sensor

S38: SEEN THROUGH WALLS

• Towards Wearable Everyday Body-Frame Tracking using Passive RFIDs
• RF-Kinect: A Wearable RFID-based Approach Towards 3D BodyMovement Tracking
• CrowdProbe: Non-invasive Crowd Monitoring with WiFi Probe
• SignFi: Sign Language Recognition Using WiFi
• Estimating the Physical Distance between Two Locations with Wi-Fi Received Signal Strength Information Using Obstacle-aware Approach

ISWC-S9: WEARABLES: HARDWARE

• SkinMorph: Texture-Tunable On-Skin Interface Through Thin, Programmable Gel
• CASPER: Capacitive Serendipitous Power Transfer for Through-Body Charging of Multiple Wearable Devices
• DeepAuth: In-situ Authentication for Smartwatches via Deeply Learned Behavioural Biometrics
• In Only 3 Minutes: Perceived Exertion Limits of Smartwatch Use

（链接待更新）