Program

MESEN: Exploit Multimodal Data to Design Unimodal Human Activity Recognition with Few Labels
Lilin Xu, Chaojie Gu (Zhejiang University), Rui Tan (Nanyang Technological University), Shibo He, Jiming Chen (Zhejiang University)

SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach
Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara (University of Illinois Urbana-Champaign), Shengzhong Liu (Shanghai Jiao Tong University), Davis Wertheimer, Antoni Viros i Martin, Raghu Ganti, Mudhakar Srivatsa (IBM T. J. Watson Research Center), Tarek Abdelzaher (University of Illinois Urbana-Champaign)

XGait: Cross-Modal Translation via Deep Generative Sensing for RF-based Gait Recognition
Huanqi Yang (City University of Hong Kong), Mingda Han (Shandong University), Mingda Jia (Xi'an Jiaotong University), Zehua Sun (City University of Hong Kong), Pengfei Hu (Shandong University), Yu Zhang, Tao Gu (Macquarie University), Weitao Xu (City University of Hong Kong)

RF Genesis: Zero-Shot Generalization of mmWave Sensing through Simulation-Based Data Synthesis and Generative Diffusion Models
Xingyu Chen, Xinyu Zhang (University of California San Diego)

Tech Session 2: Localization I
Session Chair: Wan Du (University of California, Merced)
11:20 am - 12:15 am

BIFROST: Reinventing WiFi Signals Based on Dispersion Effect for Accurate Indoor Localization
Yimiao Sun, Yuan He, Jiacheng Zhang, Xin Na, Yande Chen, Weiguo Wang, Xiuzhen Guo (Tsinghua University)

RIScan: RIS-aided Multi-user Indoor Localization Using COTS Wi-Fi
Chenggao Li (The Hong Kong University of Science and Technology), Qianyi Hhuang (Sun Yat-sen University), Yuxuan Zhou, Yandao Huang, Qingyong Hu (The Hong Kong University of Science and Technology), Huangxun Chen (The Hong Kong University of Science and Technology (Guangzhou)), Qian Zhang (The Hong Kong University of Science and Technology)

XRLoc: Accurate UWB Localization to Realize XR Deployments
Aditya Arun (University of California San Diego), Shunsuke Saruwatari (Osaka University), Sureel Shah, Dinesh Bharadia (University of California San Diego)

Tech Session 3: Security and Privacy I
Session Chair: Özlem Durmaz Incel (Bogazici University)
1:15 pm - 2:25 pm

FingerFaker: Spoofing Attack on COTS Fingerprint Recognition Without Victim's Knowledge
Yijie Shen, Zhe Ma, Feng Lin, Hao Yan, Zhongjie Ba, Li Lu (Zhejiang University), Wenyao Xu (State University of New York Buffalo), Kui Ren (Zhejiang University)

One-time Camera Fingerprint: Unauthorized Photography Detection under Modulated Illumination
Masanori Sugimoto, Shogo Nakamichi (Hokkaido University), Hiromichi Hashizume (NIAD-QE)

RIStealth: Practical and Covert Physical-Layer Attack against WiFi-based Intrusion Detection via Reconfigurable Intelligent Surface
Yuxuan Zhou, Chenggao Li (The Hong Kong University of Science and Technology), Huangxun Chen (The Hong Kong University of Science and Technology (Guangzhou)), Qian Zhang (The Hong Kong University of Science and Technology)

VibHead: An Authentication Scheme for Smart Headsets through Vibration
Feng Li, Jiayi Zhao, Huan Yang, Dongxiao Yu, Yufeng Zhou, Yiran Shen (Shandong University)

Tech Session 4: Sensing I
Session Chair: Yuan He (Tsinghua University)
2:35 pm - 3:30 pm

Meta-Sticker: Sub-Terahertz Metamaterial Stickers for Non-Invasive Mobile Food Sensing
Subhajit Karmakar, Atsutse Kludze, Yasaman Ghasempour (Princeton University)

Testing Masks and Air Filters With Your Smartphones
Bangjie Sun, Kanav Sabharwal (National University of Singapore), Gyuyeon Kim (Yonsei University), Mun Choon Chan (National University of Singapore), Jun Han (Yonsei University)

Ghost-Probe: NLOS Pedestrian Rushing Detection with Monocular Camera for Automated Driving
Hao Yan, Feng Lin, Jin Li, Meng Zhang (Zhejiang University), Zhisheng Yan (George Mason University), Jian Xiao (Chang'an University), Kui Ren (Zhejiang University)

Tech Session 5: Localization II
Session Chair: VP Nguyen (University of Massachusetts Amherst)
4:00 pm - 4:55 pm

Global Localization of Energy-Constrained Miniature RF Emitters using Low Earth Orbit Satellites
Yunfan Wang, Steve Young, Demba Komma, Jaechan Lim, Zhen Feng, Zichen Fan, Chien-wei Tseng, Hun-Seok Kim, David Blaauw (University of Michigan, Ann Arbor)

AquaHelper: Underwater SOS Transmission and Detection in Swimming Pools
Qiang Yang, Yuanqing Zheng (The Hong Kong Polytechnic University)

Analysis and Design of a MuSiC-Based Angle of Arrival Positioning System
Marco Gunia, Adrian Zinke, Niko Joram, Frank Ellinger (TU Dresden)

Tech Session 6: Tx/Rx/LoRa I
Session Chair: Luca Mottola (Politecnico di Milano)
5:05 pm - 6:00 pm

CurtainNet: Enabling precise beamforming with a deformable antenna array on a fabric substrate
Xingda Chen, Ankur Aditya, Zhenyu Lei, Deepak Ganesan (University of Massachusetts Amherst)

NeuroRadar: A Neuromorphic Radar Sensor for Low-Power IoT Systems
Kai Zheng, Kun qian, Timothy Woodford, Xinyu Zhang (University of California San Diego)

Upscaling Fog Computing in Oceans for Underwater Pervasive Data Science Using Low-Cost Micro-Clouds
Farooq Dar, Mohan Liyanage (University of Tartu), Marko Redata (University of Madeira), Zhigang Yin (University of Tartu), Agustin Zuniga (University of Helsinki), Sokol Kosta (Aalborg University), Sasu Tarkoma, Petteri Nurmi (University of Helsinki), Huber Flores (University of Tartu)

Tuesday, Nov 14, 2023

Tech Session 7: System side of ML
Session Chair: Abdelzaher Tarek (University of Illinois Urbana-Champaign)
8:30 am - 9:40 am

Miriam: Exploiting Elastic Kernels for Real-time Multi-DNN Inference on Edge GPU
Zhihe Zhao, Neiwen Ling (Chinese University of Hong Kong), Nan Guan (City University of Hong Kong), Guoliang Xing (Chinese University of Hong Kong)

nnPerf: Demystifying DNN Runtime Inference Latency on Mobile Platforms
Haolin Chu, Xiaolong Zheng, Liang Liu, Huadong Ma (Beijing University of Posts and Telecommunications)

LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms
Young D. Kwon (University of Cambridge), Jagmohan Chauhan (University of Southampton), Hong Jia (University of Cambridge), Stylianos I. Venieris (Samsung AI), Cecilia Mascolo (University of Cambridge)

On-NAS: On-Device Neural Architecture Search on Memory-Constrained Intelligent Embedded Systems
Bosung Kim, Seulki Lee (Ulsan National Institute of Science and Technology)

Tech Session 8: Security and Privacy II
Session Chair: Yuanqing Zheng (The Hong Kong Polytechnic University)
9:50 am - 10:45 am

PDAssess: A Privacy-preserving Free-speech based Parkinson’s Disease Daily Assessment System
Baichen Yang, Qingyong Hu (The Hong Kong University of Science and Technology), Wentao Xie (The Hong Kong University of Science and Technology and Southern University of Science and Technology), Xinchen Wang, Wei Luo (Zhejiang University), Qian Zhang (The Hong Kong University of Science and Technology)

Jawthenticate: Microphone-free Speech-based Authentication using Jaw Motion and Facial Vibrations
Tanmay Srivastava (Stony Brook University), Shijia Pan (University of California Merced), VP Nguyen (University of Massachusetts Amherst), Shubham Jain (Stony Brook University)

SolarKey: Battery-free Key Generation Using Solar Cells
Bo Wei (Newcastle University), Weitao Xu (City University of Hong Kong), Mingcen Gao (Google), Guohao Lan (Delft University of Technology), Kai Li (CISTER Research Centre), Chengwen Luo, Jin Zhang (Shenzhen University)

Tech Session 9: ML for Sensing II
Session Chair: Guoliang Xing (City University of Hong Kong)
1:15 pm - 2:25 pm

FedINC: An Exemplar-Free Continual Federated Learning Framework with Small Labeled Data
Yongheng Deng, Sheng Yue, Tuowei Wang, Guanbo Wang, Ju Ren, Yaoxue Zhang (Tsinghua University)

XiTuXi: Sealing the Gaps in Cross-Technology Communication by Neural Machine Translation
Sicong Liao, Zhenlin An, Qingrui Pan, Xiaopeng Zhao, Jingyu Tong, Lei Yang (The Hong Kong Polytechnic University)

Physics-Informed Data Denoising for Real-Life Sensing Systems
Xiyuan Zhang, Xiaohan Fu (University of California San Diego), Diyan Teng (Qualcomm), Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury (University of California San Diego), Junsheng Han (Qualcomm), Dezhi Hong (Amazon), Rashmi Kulkarni (Qualcomm), Jingbo Shang, Rajesh Gupta (University of California San Diego)

EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge
Bufang Yang, Lixing He, Neiwen Ling, Zhenyu Yan, Guoliang Xing (The Chinese University of Hong Kong), Xian Shuai, Xiaozhe Ren, Xin Jiang (Noah‚Äôs Ark Lab, Huawei Technologies)

Tech Session 10: Tx/Rx/LoRa II
Session Chair: Chaojie Gu (Zhejiang University)
2:35 pm - 3:30 pm

Citywide LoRa Network Deployment and Operation: Measurements, Analysis, and Implications
Shuai Tong, Jiliang Wang, Jing Yang, Yunhao Liu (Tsinghua University), Jun Zhang (ENNEW Technology Co., Ltd.)

LMAC: Efficient Carrier-Sense Multiple Access for LoRa
Amalinda Gamage, Jansen Liando, Chaojie Gu, Rui Tan, Mo Li (Nanyang Technological University), Olivier Seller (Semtech)

Metasight: High-Resolution NLoS Radar with Efficient Metasurface Encoding
Timothy Woodford, Kun Qian, Xinyu Zhang (University of California San Diego)

Tech Session 11: RF Sensing
Session Chair: Brad Campbell (University of Virginia)
4:00 pm - 4:55 pm

Push the Limit of Single-Chip mmWave Radar-Based Egomotion Estimation with Moving Objects in FoV
Rong Ding, Haiming Jin, Jianrong Ding, Xiaocheng Wang, Guiyun Fan, Fengyuan Zhu, Xiaohua Tian, Linghe Kong (Shanghai Jiao Tong University)

Egocentric Human Pose Estimation using Head-mounted mmWave Radar
Wenwei Li (Southeast University), Ruofeng Liu (Bosch research), Shuai Wang, Dongjiang Cao (Southeast University), Wenchao Jiang (Singapore University of Technology and Design)

Construct 3D Hand Skeleton with Commercial WiFi
Sijie Ji, Xuanye Zhang (Nanyang Technological University), Yuanqing Zheng (The Hong Kong Polytechnic University), Mo Li (The Hong Kong University of Science and Technology)

Tech Session 12: Sensing II
Session Chair: Shijia Pan (University of California, Merced)
5:05 pm - 6:00 pm

Next2You: Robust Copresence Detection Based on Channel State Information
Mikhail Fomichev, Luis F. Abanto-Leon, Max Stiegler, Alejandro Molina, Jakob Link, Matthias Hollick (Technical University of Darmstad)

METRO: Magnetic Road Markings for All-weather, Smart Roads
Jike Wang, Shanmu Wang (Shanghai Jiao Tong University), Yasha Iravantchi, Mingke Wang, Alanson Sample, Kang G. Shin (University of Michigan, Ann Arbor), Xinbing Wang (Shanghai Jiao Tong University), Chenghu Zhou (Chinese Academy of Sciences), Dongyao Chen (Shanghai Jiao Tong University)

Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI
Pranjol Sen Gupta, Zahidur Talukder, Tasnim Azad Abir (University of Texas at Arlington), VP Nguyen (University of Massachusetts Amherst), Mohammad A. Islam (University of Texas at Arlington)

Wednesday, Nov 15, 2023

Posters
10:00 am - 12:30 pm

Investigation of Distance Sensing Method Using Magnetic Resonant Coupled Coils for Deformable User Interfaces
Kenta Higuchi, Junichiro Kadomoto, Hidetsugu Irie, Shuichi Sakai (The University of Tokyo)

Unifying On-device Tensor Program Optimization through Large Foundation Model
Zhihe Zhao, Neiwen Ling, Kaiwei Liu (The Chinese University of Hong Kong), Nan Guan (City University of Hong Kong), Guoliang Xing (The Chinese University of Hong Kong)

The Concept of a Lightweight Ultrasound Tomograph for Brain Scanning Using a Heterogeneous Neural Mod
Grzegorz Klosowski (Lublin University of Technology), Tomasz Rymarczyk (WSEI University), Manuchehr Soleimani (University of Bath)

Energy vs. Quality of Approximate Non-volatile Writes in Intermittent Computing
Rei Barjami (Politecnico di Milano, Italy), Antonio Miele (Polytechnic University of Milan), Luca Mottola (Politecnico di Milano and RI.SE Sweden)

A Wearable for Non-Invasive Monitoring and Diagnosing Functional Disorders of the Lower Urinary Tract
Tomasz Rymarczyk (R&D Center Netrix S.A. WSEI University), Mariusz Mazurek (Institute of Philosophy and Sociology of the Polish Academy of Sciences), Oleksii Hyka (R&D Center Netrix S.A. Lublin, Poland), Dariusz Wojcik (Research and Development Center Netrix S.A, Lublin, ul. ZwiƒÖzkowa 26), Marcin Dziadosz (Lublin University of Technology Lublin, Poland), Marcin Kowalski (WSEI University Lublin, Poland)

E4: Energy-Efficient Early-Exit DNN Inference Framework for Edge Video Analytics
Ziyang Zhang (Harbin Institute of Technology), Yang Zhao, Jie Liu ( Harbin Institute of Technology (Shenzhen))

Enhancing Fault Resilience of Air Quality Monitoring in San Joaquin Valley: A Data Equity Analysis
Zhizhang Hu, Shangjie Du, Yuning Chen, Xuan Zhang, Wan Du, Asa Bradman, Shijia Pan (University of California, Merced)

LEVO: LEGO® Bricks Enhanced Single-Point Vibration Sensing for Occupant Monitoring
Yue Zhang, Shikha Patel, Dong Yoon Lee (University of California, Merced), Paolo Celli (Stony Brook University), Amelie Bonde (Johns Hopkins University Applied Physics Laboratory), Shijia Pan (University of California Merced)

Towards Speaker Identification on Resource-Constrained Embedded Devices
Markus Gallacher, Carlo Alberto Boano (Graz University of Technology), M. S. Arun Sankar, Utz Roedig (University College Cork), Willian T. Lunardi, Michael Baddeley (Technology Innovation Institute TII)

Improving Image Reconstruction Quality in Ultrasonic Tomography Using Deep Neural Networks
Monika Kulisz, Grzegorz Klosowski (Lublin University of Technology), Tomasz Rymarczyk (WSEI University, Research and Development Center, Netrix S.A.), Konrad Niderla, Piotr Bednarczuk (WSEI University)

UltraFlame: Ultrasonic-Based Fire Source Localization and Fire Severity Assessment System
Zheng Wang, Yanwen Wang, Xiaoqi Sun, Chenwei Zhang (Hunan University)

CNN-guardian: Secure Neural Network Inference Acceleration on Edge GPU
Qipeng Xie (Hong Kong University of Science and Technology (Guang zhou)), Haoyang (Zhejiang lab), Linshan Jiang (National University of Singapore), Zhihe Zhao, Siyang Jiang (The Chinese University of Hong Kong), Shiyu Shen (Fudan University), Sal (Hong Kong University of Science and Technology (Guang zhou)), Zhe Liu (Nanjing University of Aeronautics and Astronautics), Kaishun Wu (The Hong Kong University of Science and Technology (Guangzhou))

Link-adaptive and Real-time Object Detection in Dynamic Edge Networks
Rong Cong, Zhiwei Zhao, Linyuanqi Zhang (University of Electronic Science and Technology of Chain), Cong Zha (Tsinghua University)

Mobile Context Logger: Recognizing User's Auditory Environments and Activities using Smartwatch
Akio Sashima, Mitsuru Kawamoto (National Institute of Advanced Industrial Science and Technology)

Multimodal Indoor Localization Using Crowdsourced Radio Maps
Xiangyu Wen, Zhaoguang Yi (University of Edinburgh), Francisco Zampella, Firas Alsehly (Huawei Technologies (UK)), Chris Xiaoxuan Lu (University of Edinburgh)

Understanding Long-Term Running Patterns of Citywide LoRa Networks
Shuai Tong, Jiliang Wang (Tsinghua University)

Towards Autonomous Utility-Aware Energy Management for Energy Harvesting Devices
Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach (Norwegian University of Science and Technology, NTNU Norway), Christian Renner (Hamburg University of Technology, TUHH Germany)

Multi-User Privacy-Preserving Mechanism for Extended Reality in Healthcare
Xiang Su, Luyi Sun (Norwegian University of Science and Technology), Pan Hui (Hong Kong University of Science and Technology)

Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning
Zhiyu An, Xianzhong Ding, Wan Du (University of California, Merced)

Person Identification Under Heavy Occlusions Using mmWave Radar
Tao Wang, Yang Zhao, Jie Liu (Harbin Institute of Technology)

Frequency-Hopped Chirp Spread Spectrum for Collision Resolution in LoRa Network
Mingyu Park, Jeongyeup Paek (Chung-Ang University)

Securing Edge-Based Real-Time IoT Systems
Dongha Kim, Hokeun Kim (Arizona State University)

Efficient Knowledge Distillation to Train Lightweight Neural Network for Heterogeneous Edge Devices
Preti Kumari (National University of Singapore), Hari Prabhat Gupta (IIT (BHU) Varanasi), Biplab Sikdar (National University of Singapore)

Enhancing Fingerprint-based Smartphone Localization Using Acoustic Time-of-Flight for Complex Indoors
Yukiya Mita, Hiroaki Murakami, Takuya Sasatani, Matthew Ishige, Yoshihiro Kawahara (The University of Tokyo)

Multi-Connection Scheduling based on Connection Subrating for Fair Resource Allocation in Bluetooth Low Energy Network
Moonbeom Kim, Jeongyeup Paek (Chung-Ang University)

Preliminary Study of Gamified 3D Mobile Sensing Using LiDAR-equipped Mobile Devices
Tomoki Isoda, Koki Saida, Taku Yamazaki, Takumi Miyoshi (Shibaura Institute of Technology)

Towards a Tiny Digital Displacement Sensor Utilizing Bit-Error Characteristics of Inter-Chip Wireless Bus
Junichiro Kadomoto, Hidetsugu Irie, Shuichi Sakai (The University of Tokyo)

Demos
10:00 am - 12:30 pm

HybriSim - A Hybrid Simulation System for Distributed Machine Learning with Mobility
Haoxiang Yu (University of Texas at Austin), Xi Zheng (Macquarie University), Christine Julien (University of Texas at Austin)

SatelLight -- Using LiFi for Intra-Satellite Communication
Marek Jahnke (Hamburg University of Technology), Sebastian Grau (Technical University of Berlin), Ulf Kulau (Hamburg University of Technology)

PA-Pill : Physical Augmented Pill bottle for Vibration-Based Medication Intake Monitoring
Yihong Li, Yue Zhang (University of California, Merced), Hao-Chuan Wang, Alyssa Mae Weakley (University of California, Davis), Shijia Pan (University of California, Merced)

Polyband -- A Carbon Polymer Wristband for Hand Gesture Recognition
Chien-Ti Hsiao, Pei-Shin Hwang, Polly Huang (National Taiwan University), Kate Ching-Ju Lin (National Yang Ming Chiao Tung University), Ling-Jyh Chen (Academia Sinica)

CUDDoS - Correlation-aware Ubiquitous Detection of DDoS in IoT Systems
Jiahe Zhang, Tamoghna Sarkar, Arvin Hekmati, Bhaskar Krishnamachari (University of Southern California)

Lightweight Attention Network for Time Series Classification on Edge
Shalini Mukhopadhyay, Swarnava Dey, Arpan Pal (TCS Research, Kolkata), Ashwin S (IISc Bangalore)

A Smart Ring Monitoring Your Health using Hand-grip Strength
Zhigang Yin, Mohan Liyanage, Abdul-Rasheed Ottun, Farooq Dar, Mayowa Olapade, Huber Flores (University of Tartu, Estonia)

FreeBot, a Battery-Free Swarm Robotics Platform
Mengyao Liu, Fan Yang, Sam Michiels, Tom Van Eyck, Danny Hughes (DistriNet, KU Leuven), Said Alvarado-Marin, Filip Maksimovic, Thomas Watteyne (AIO, Inria Paris)

Real-Time 3D Indoor Localization with Multi-Dimensional RSSI on Mobile Robot
Wenhan long, Xinlong Wen, Rongbo Zhu (Huazhong Agricultural University)

VGGlass - Demonstrating Visual Grounding and Localization Synergy with a LiDAR-enabled Smart-Glass
Darshana Rathnayake, Dulanga Weerakoon (Singapore Management University), Meera Radhakrishnan (University of Technology Sydney, Australia), Vigneshwaran Subbaraju (A*STAR, Singapore), Inseok Hwang (POSTECH), Archan Misra (Singapore Management University)

Atrial Fibrillation Burden Computation from Single-Lead ECG on Device
Varsha Sharma, Avik Ghose (TCS Research)

Navigating Indoors: A Cost-effective Drone-based Solution
Zicong Wen, Wei Emma Zhang, Lipin Guo, Weitong Chen (The University of Adelaide)

Light and Vibration Gesture Sensing with OTTER: Embedded Data Collection and Analysis Using LLMs
Steven Waskito, Kai Jie Leow, Pramuka Medaranga (National University of Singapore), Tejas Gupta (IIT Kanpur), Shantanu Chakrabarty (NCS Group), Manoj Gulati, Ambuj Varshney (National University of Singapore)

Towards Interoperability in a Hybrid TSN/6TiSCH Network
Iliar Rabet, Ines Alvares, Hossein Fotouhi, Mohammad Ashjaei (Malardalen University)