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23rd ACM SenSys 2025: Irvine, CA, USA
- Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, SenSys 2025, UC Irvine Student Center, Irvine, CA, USA, May 6-9, 2025. ACM 2025, ISBN 979-8-4007-1479-5

- Di Duan

, Shengzhe Lyu
, Mu Yuan
, Hongfei Xue
, Tianxing Li
, Weitao Xu
, Kaishun Wu
, Guoliang Xing
:
Argus: Multi-View Egocentric Human Mesh Reconstruction Based on Stripped-Down Wearable mmWave Add-on. 1-14 - Haoyang Wang

, Jingao Xu
, Xinyu Luo
, Xuecheng Chen
, Ting Zhang
, Ruiyang Duan
, Yunhao Liu
, Xinlei Chen
:
Ultra-High-Frequency Harmony: mmWave Radar and Event Camera Orchestrate Accurate Drone Landing. 15-29 - Ruichun Ma

, Yasuo Morimoto
, John S. Ho
, Sam Shiu
, Jiang Zhu
:
mmET: mmWave Radar-Based Eye Tracking on Smart Glasses. 30-42 - Yimeng Liu

, Maolin Gan
, Huaili Zeng
, Yidong Ren
, Gen Li
, Jingkai Lin
, Younsuk Dong
, Xiaobo Tan
, Zhichao Cao
:
Proteus: Enhanced mmWave Leaf Wetness Detection with Cross-Modality Knowledge Transfer. 43-57 - Isura Nirmal

, Wen Hu
, Mahbub Hassan
, Abdelwahed Khamis
, Elias Aboutanios
:
Improving mmWave based Hand Hygiene Monitoring through Beam Steering and Combining Techniques. 58-70 - Abdur-Rahman Ibrahim Sayyid-Ali

, Abdul Rafay
, Muhammad Abdullah Soomro
, Muhammad Hamad Alizai
, Naveed Anwar Bhatti
:
CheckMate: LLM-Powered Approximate Intermittent Computing. 71-87 - Pavel Frolikov

, Youngil Kim
, Renascence Tarafder Prapty
, Gene Tsudik
:
TOCTOU Resilient Attestation for IoT Networks. 88-101 - Lingyu Du

, Yupei Liu
, Jinyuan Jia
, Guohao Lan
:
SecureGaze: Defending Gaze Estimation Against Backdoor Attacks. 102-115 - Shuai Wang

, Yunze Zeng
, Vivek Jain
, Parth H. Pathak
:
UMusic: In-car Occupancy Sensing via High-resolution UWB Power Delay Profile. 116-129 - Shiyang Wang

, Henglin Pu
, Qiming Cao
, Wenjun Jiang
, Xingchen Wang
, Tianci Liu
, Zhengxin Jiang
, Hongfei Xue
, Lu Su
:
RAM-Hand: Robust Acoustic Multi-Hand Pose Reconstruction Using a Microphone Array. 130-143 - Yongjie Yang

, Tao Chen
, Zhenlin An
, Shirui Cao
, Xiaoran Fan
, Longfei Shangguan
:
LeakyFeeder: In-Air Gesture Control Through Leaky Acoustic Waves. 144-157 - Jiawei Hu

, Hong Jia
, Mahbub Hassan
, Lina Yao
, Brano Kusy
, Wen Hu
:
LightLLM: A Versatile Large Language Model for Predictive Light Sensing. 158-171 - Vahid Yazdnian

, Ruiyi Shen
, Yasaman Ghasempour
:
RoboTera: Non-Contact Friction Sensing for Robotic Grasping via Wireless Sub-Terahertz Perception. 172-185 - Fengxu Yang

, Zaizhou Yang
, Jiaqi Zhou
, Zhice Yang
:
LiDARMarker: Machine-friendly Road Markers for Smart Driving Systems. 186-198 - Leming Shen

, Qiang Yang
, Xinyu Huang
, Zijing Ma
, Yuanqing Zheng
:
GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development. 199-212 - Kaiwei Liu

, Bufang Yang
, Lilin Xu
, Yunqi Guo
, Guoliang Xing
, Xian Shuai
, Xiaozhe Ren
, Xin Jiang
, Zhenyu Yan
:
TaskSense: A Translation-like Approach for Tasking Heterogeneous Sensor Systems with LLMs. 213-225 - Hyungjun Yoon

, Jae Hyun Kwak
, Biniyam Aschalew Tolera
, Gaole Dai
, Mo Li
, Taesik Gong
, Kimin Lee
, Sung-Ju Lee
:
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay. 226-239 - Shenghong Dai

, Shiqi Jiang
, Yifan Yang
, Ting Cao
, Mo Li
, Suman Banerjee
, Lili Qiu
:
Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment. 240-253 - Zhiwei Ren

, Junbo Li
, Minjia Zhang
, Di Wang
, Xiaoran Fan
, Longfei Shangguan
:
Toward Sensor-In-the-Loop LLM Agent: Benchmarks and Implications. 254-267 - Tianya Zhao

, Ningning Wang
, Xuyu Wang
:
Membership Inference Against Self-supervised IMU Sensing Applications. 268-281 - Benjamin Z. Reichman

, Xiaofan Yu
, Lanxiang Hu
, Jack Truxal
, Atishay Jain
, Rushil Chandrupatla
, Tajana Rosing
, Larry Heck
:
SensorQA: A Question Answering Benchmark for Daily-Life Monitoring. 282-289 - Heming Fu

, Hongkai Chen
, Shan Lin
, Guoliang Xing
:
SHADE-AD: An LLM-Based Framework for Synthesizing Activity Data of Alzheimer's Patients. 290-296 - Jingping Nie

, Yuang Fan
, Minghui Zhao
, Runxi Wan
, Ziyi Xuan
, Matthias Preindl
, Xiaofan Jiang
:
Multi-Modal Dataset Across Exertion Levels: Capturing Post-Exercise Speech, Breathing, and Phonocardiogram. 297-304 - Ruoshen Mo

, Bo Wu
, Zhaowei Tan
, Hang Qiu
:
SEE-V2X: C-V2X Direct Communication Dataset: An Application-Centric Approach. 305-311 - Alex Cabral

, Deeksha Punachithaya
, Jim Waldo
, Josiah D. Hester
:
Eclipse Dataset: Advancing Urban Sensing Research with Hyperlocal Environmental Data from Chicago. 312-316 - Maozhe Zhao

, Shengzhong Liu
, Fan Wu
, Guihai Chen
:
Responsive DNN Adaptation for Video Analytics against Environment Shift via Hierarchical Mobile-Cloud Collaborations. 317-331 - Kazuhiro Mikami

, Wenhao Huang
, Yin Chen
, Jin Nakazawa
:
JumpQ: Stochastic Scheduling to Accelerating Object-detection-driven Mobile Sensing on Object-sparse Video Data. 332-344 - Yimin Dai

, Li-Lian Wang
, Rui Tan
:
Stochastic Differential Equation Networks for Time Series at Edge. 345-356 - Mingyuan Xiang

, Pouya Mahdi Gholami
, Henry Hoffmann
:
Lupe: Integrating the Top-down Approach with DNN Execution on Ultra-Low-Power Devices. 357-370 - Zhengguan Wu

, Jingwei Liao
, Anh Nguyen
, Feng Lin
, Zhisheng Yan
:
Orbis: Redesigning Neural-enhanced Video Streaming for Live Immersive Viewing. 371-384 - Changyao Lin

, Zhenming Chen
, Ziyang Zhang
, Jie Liu
:
E3: Early Exiting with Explainable AI for Real-Time and Accurate DNN Inference in Edge-Cloud Systems. 385-397 - Geneva Ecola

, Bill Yen
, Ana Banzer Morgado
, Bodhi Priyantha
, Ranveer Chandra
, Zerina Kapetanovic
:
SARLink: Satellite Backscatter Connectivity using Synthetic Aperture Radar. 398-410 - Guangyu Feng

, Tess Despres
, Paul de La Sayette
, Prabal Dutta
:
I4C... Improving I2C's Dynamism and Efficiency. 411-423 - Ningning Hou

, Yifeng Wang
, Xianjin Xia
, Shiming Yu
, Yuanqing Zheng
, Tao Gu
:
MoLoRa: Intelligent Mobile Antenna System for Enhanced LoRa Reception in Urban Environments. 424-436 - Le Zhang

, Quanling Zhao
, Run Wang
, Shirley Bian
, Onat Güngör
, Flavio Ponzina
, Tajana Rosing
:
Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs. 437-448 - Yin Li

, Rajalakshmi Nandakumar
:
WixUp: A Generic Data Augmentation Framework for Wireless Human Tracking. 449-462 - Minghui Zhao

, Junxi Xia
, Kaiyuan Hou
, Yanchen Liu
, Stephen Xia
, Xiaofan Jiang
:
FlexiFly: Interfacing the Physical World with Foundation Models Empowered by Reconfigurable Drone Systems. 463-476 - Yichen Luo

, Junzhou Chen
, Xinyu Chen
, Sidi Lu
:
Mitigating In-Transit Vision Noise for Enhanced Vehicle Safety. 477-490 - Xiaomin Ouyang

, Jason Wu
, Tomoyoshi Kimura
, Yihan Lin
, Gunjan Verma
, Tarek F. Abdelzaher
, Mani Srivastava
:
MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT. 491-503 - Adiba Orzikulova

, Diana A. Vasile
, Chi Ian Tang
, Fahim Kawsar
, Sung-Ju Lee
, Chulhong Min
:
BioQ: Towards Context-Aware Multi-Device Collaboration with Bio-cues. 504-517 - Nan Wu

, Ruizhi Cheng
, Songqing Chen
, Bo Han
:
PIPE: Privacy-preserving 6DoF Pose Estimation for Immersive Applications. 518-532 - Fangqiang Ding

, Yunzhou Zhu
, Xiangyu Wen
, Gaowen Liu
, Chris Xiaoxuan Lu
:
ThermoHands: A Benchmark for 3D Hand Pose Estimation from Egocentric Thermal Images. 533-546 - Zhuo Cheng

, Brandon Lucia
:
Geoduck: Nanosatellite Constellation Scheduling for Low Latency Event Detection. 547-559 - Xiaojing Zhu, Man Zhou, Xiaoxiao Qiao, Zijian Ling, Qin Liu, Houzhen Wang, Xiaojing Ma, Zhengxiong Li:

CaphandAuth: Robust and Anti-spoofing Hand Authentication via COTS Capacitive Touchscreens. 560-573 - Shuheng Li, Jiayun Zhang, Xiaohan Fu, Xiyuan Zhang, Jingbo Shang, Rajesh K. Gupta:

Matching Skeleton-based Activity Representations with Heterogeneous Signals for HAR. 574-587 - Kenuo Xu

, Bo Liang
, Jingyu Li
, Chenren Xu
:
RetroLiDAR: A Liquid-crystal Fiducial Marker System for High-fidelity Perception of Embodied AI. 588-589 - Yen Cheng Chang

, Jesse R. Codling
, Yiwen Dong
, Jiale Zhang
, Jiasi Chen
, Hae Young Noh
, Pei Zhang
:
Poster Abstract: Leveraging General-Purpose Audio Datasets for Vibration-based Crowd Monitoring in Stadiums. 590-591 - Xinmin Fang

, Zhengxiong Li
:
Poster Abstract: Understanding IoT Security Awareness Disparities Between CS and Non-CS Students. 592-593 - Tran Ngoc Bao Huynh

, Ting Xu
, Yinxin Wan
, Jun Dai
, Xiaoyan Sun
:
Optimizing IoT Cross-rule Vulnerability Detection through Reinforcement Learning-Based Fuzzing. 594-595 - Yihong Hang

, Hao Li
, Huangxun Chen
, Fengxu Yang
, Zhice Yang
:
Poster Abstract: LLM-Piloted Visual Privacy Agent on Mobile Systems. 596-597 - Ruoshen Mo

, Bo Wu
, Zhaowei Tan
, Hang Qiu
:
Poster Abstract: SEE-V2X: Empirical Evaluation of C-V2X Direct Communication in Real-World Scenarios. 598-599 - Sahil Kumar

, Asad Alam
, Shiva Koshta
, Jagpreet Singh
:
A Sustainable Scalable Self-configurable Sensor-based IoT Network. 600-601 - Monika Kulisz

, Grzegorz Klosowski
, Tomasz Rymarczyk
, Konrad Niderla
, Pawel Olszewski
, Dariusz Wójcik
:
Poster: Application of differential architecture in neural networks to improve reconstruction quality in ultrasound tomography. 602-603 - Anuradha Ravi

, Eric Meza
, Snehalraj Chugh
, Andre V. Harrison
, Timothy Gregory
, Jade L. Freeman
, Nirmalya Roy
:
Poster Abstract: Terrain Navigability Assessment of Autonomous Ground Robots Using mmWave Radar. 604-605 - Petr Ivanov

, Alexander Kozhevnikov
, Maria Shtark
, Ilya Makarov
:
Poster Abstract: Exploring the Autoencoder Sequence Pooling. 606-607 - Ye Tian

, Onat Güngör
, Xiaofan Yu
, Tajana Rosing
:
Poster Abstract: Fine-grained Contextualized Activity Logs Generation based on Multi-Modal Sensor Data and LLM. 608-609 - Wenba Li

, Zhanpeng Jin
, Yuqin Yang
:
Poster Abstract: R2R-LPCD: A Real-to-real Lidar Point Cloud Denoising Dataset. 610-611 - Dariusz Wójcik

, Dariusz Majerek
, Tomasz Rymarczyk
, Tomasz Lobodiuk
, Michal Oleszek
, Krzysztof Król
:
Poster: Beyond the Labels - Transforming Classification Outputs into Continuous Conductivity Maps in Electrical Impedance Tomography. 612-613 - Xianrong Yao

, Chengzhang Yu
, Lingde Hu
, Yincheng Jin
, Yang Gao
, Zhanpeng Jin
:
IMUFace: Real-Time, Low-Power, Continuous 3D Facial Reconstruction Through Earphones. 614-615 - Agata Kolakowska

, Bogdan Wiszniewski
, Jerzy Dembski
:
Hierarchical Alignment of Multiple Time Series With Missing Timestamps. 616-617 - Minhajul Alam Rahat

, Vijay Banerjee
, Gedare Bloom
, Yanyan Zhuang
:
Poster Abstract: Operational Similarity in IoT Malware Development Life Cycle. 618-619 - Iris Nguyen

, Liying Han
, Burke Dambly
, Alireza Kazemi
, Marina Kogan
, Cory S. Inman
, Mani Srivastava
, Luis Garcia
:
Detecting Context Shifts in the Human Experience Using Multimodal Foundation Models. 620-621 - Vahid Yazdnian

, Ruiyi Shen
, Yasaman Ghasempour
:
Poster Abstract: Contactless Friction Sensing in Robotic Systems via Fusing Sub-Terahertz Wireless Signals and Vision. 622-623 - Mohammadali Khodabandehlou

, Jared Ray Coleman
, Bhaskar Krishnamachari
:
Poster Abstract: Scheduling Dynamic IoT Task Graphs. 624-625 - Muhammad Abdullah Soomro

, Adeel Nasrullah
, Fatima M. Anwar
:
Poster Abstract: Time Attacks using Kernel Vulnerabilities. 626-627 - Dipu Ram Roy

, Jieqiong Zhao
, Shijia Pan
, Shiwei Fang
:
Poster Abstract: PrivacyVis: Interactive Visualization Tool for Privacy Risks of Internet of Things Sensors. 628-629 - Momin Ahmad Khan

, Yasra Chandio
, Eugene Bagdasarian
, Fatima M. Anwar
:
Poster Abstract: Compromising Federated Medical AI-Backdoor Risks in Prompt Learning. 630-631 - Julia Gersey

, Jatin Aggarwal
, Jiale Zhang
, Jesse R. Codling
, Pei Zhang
:
Poster Abstract: Sniffing Out the City - Vehicular Multimodal Sensing for Environmental and Infrastructure Analysis. 632-633 - Barbara Stefaniak

, Michal Golabek
, Dariusz Wójcik
, Tomasz Rymarczyk
:
Poster: Three-dimensional Beamforming Defectoscope in industrial applications. 634-635 - Mahesh Chowdhary

, Swapnil Sayan Saha
, Mridupawan Das
, Jana Scukova
, Miroslav Batek
, Lisa Trollo
, Davide Sergi
, Davide Aliprandi
, Alberto Villa
, Andrea Palmieri
, Mohammed Maher Jouini
, Daniele Alfonso
, Diego Melpignano
:
Poster Abstract: ST AIoT Craft - A No-Code / Low-Code Cloud Solution for Edge AI Management in Smart Sensors. 636-637 - Ali Shafiee Sarvestani

, Sepehr Tabrizchi
, Nader Sehatbakhsh
, Arman Roohi
:
Poster Abstract: RL-SEP: RL -Based S mart E xit Point Selection for Enhancing Energy Harvested System Longevity. 638-639 - Jiale Zhang

, Yuyan Wu
, Jesse R. Codling
, Julia Gersey
, Adeola Bannis
, Carlos Ruiz Dominguez
, Ke Sun
, Pei Zhang
:
Poster Abstract: On-Shelf Weight Difference Estimation Through Active Vibration Sensing. 640-641 - Stephen Taylor

, Pat Pannuto
:
Poster Abstract: HERMES - Heavy Element Real-time Monitoring for Environmental Safety. 642-643 - Avia Anwar

, Umut Mete Saka
, Gabe Fierro
:
Poster Abstract: Graph Learning on Cyber-Physical Knowledge Graphs. 644-645 - Yuto Shibata

, Matthew Ishige
, Hiroaki Murakami
, Yoshihiro Kawahara
:
Occlusion-Resilient UWB Localization Via Ceiling Reflection With Floor Anchor Installation. 646-647 - Tan Chen

, Dawei Liu
:
Machine Learning and Big Data on Raspberry Pi: A Performance Evaluation. 648-649 - Jesse R. Codling

, Jeffrey D. Shulkin
, Abhipol Vibhatasilpin
, Vedant Adhana
, Gary A. Rohrer
, Jeremy Miles
, Sudhendu R. Sharma
, Tami M. Brown-Brandl
, Hae Young Noh
, Pei Zhang
:
Poster Abstract: Multiscale Vibration Sensing for Activity and Vital Signs Monitoring in Pig Pens. 650-651 - Zimo Ma

, Xiangzhong Luo
, Qun Song
, Rui Tan
:
Poster Abstract: Mobile Vision Dynamic Layer Dropping against Adversarial Attacks. 652-653 - Demin Gao

, Wenchao Jiang
, Ruofeng Liu
, Yunhuai Liu
, Tian He
, Shuai Wang
, Youbing Wang
:
Poster Abstract: Neural Network-based OFDM/QAM Modulation for Wi-Fi-to-X Communication. 654-655 - Michal Maj

, Tomasz Rymarczyk
, Michal Styla
, Tomasz Cieplak
, Damian Pliszczuk
, Jakub Pizon
:
Poster: Optimizing Radio Tomography with Edge Computing: A Low-Latency Approach for Human Detection. 656-657 - Grzegorz Klosowski

, Tomasz Rymarczyk
, Monika Kulisz
, Michal Oleszek
, Konrad Niderla
:
Poster: Application of LSTM Network with Multi-frequency Measurement Sequences in Electrical Tomography for Moisture Detection in Buildings. 658-659 - Chandranshu Gupta

, Gaurav Kumar
, Manish Kumar Gupta
, Satyadev Ahlawat
, Gaurav Varshney:
Poster Abstract: SRAM PUF-Based Logic Locking for Secure Authentication and IP Protection. 660-661 - Sakila S. Jayaweera

, Muhammed Zahid Ozturk
, Beibei Wang
, K. J. Ray Liu
:
Poster Abstract: Robust Deep Learning Based Residential Occupancy Detection With WiFi. 662-663 - Cheng Jiang

, Yihe Yan
, Yanxiang Wang
, Chun Tung Chou
, Wen Hu
:
Poster Abstract: CARTS: Cooperative and Adaptive Resource Triggering for 5G ISAC. 664-665 - Maria Shtark

, Alexander Kozhevnikov
, Petr Ivanov
, Ilya Makarov
:
Poster Abstract: Minimizing Labeling Efforts for Fault Detection and Diagnosis. 666-667 - Liming Zhang

, Yanling Bu
, Yanni Yang
:
Poster Abstract: Real-Time Active Identification and Tracking of UAVs Using Millimeter-Wave Radar. 668-669 - Aleksandr Kovalenko

, Aleksey Evdakov
, Galina Filatova
, Andrey Yablokov
, Aleksandr Bulashov
, Ilya Makarov
:
Poster Abstract: Autonomous AI-Driven Grid Protection: Sub-Cycle Fault Response via NPU-Optimized Neural Networks. 670-671 - Mainak Chakraborty

, Bodhibrata Mukhopadhyay
, Subrat Kar
:
Poster Abstract : A Structural Vibration-based Gait Abnormality Detection system. 672-673 - Changyao Lin

, Ziyang Zhang
, Jie Liu
:
Exploiting Operator-Level Concurrency Control to Guide Deployment for Real-Time Tasks in Edge AI Cluster. 674-675 - Hetvi Shastri

, Walid A. Hanafy
, Li Wu
, David E. Irwin
, Mani Srivastava
, Prashant J. Shenoy
:
Poster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments. 676-677 - Sahil Kumar

, Jagpreet Singh
, Amit Kumar Dhar
, Vishal Krishna Singh
:
OpenIoT-Lab1: an Open Source cost-efficient sensor based Fog-IoT Testbed: An initial prototype. 678-679 - Kang Yang

, Wan Du
, Mani Srivastava
:
Poster Abstract: Scalable 3D Gaussian Splatting-Based RF Signal Spatial Propagation Modeling. 680-681 - Ying Hao

, Shuyu Luo
, Jiali Deng
, Yincheng Jin
, Yang Gao
, Zhanpeng Jin
:
Poster Abstract: Wear2Rec: An IoT-Driven Context-Aware Music Recommendation. 682-683 - Bhawana Chhaglani

, Jeremy Gummeson
, Prashant J. Shenoy
:
Poster Abstract: LiveDetector: Towards Privacy-Preserving Voice Liveness Detection. 684-685 - Rui Li

, Haozheng Li
, Yihe Yan
, Wen Hu
, Mahbub Hassan
:
Poster: Exploring Disruption by Intelligent Reflective Surfaces in mmWave Radar Object Classification. 686-687 - Saibing Han

, Yanling Bu
, Yanchao Zhao
, Lei Xie
:
Poster Abstract: IMU-assisted Image Stitching for Scenes with Obstructions Based on Camera Motion Sensing. 688-689 - Abdulrahman Bukhari

, Bullo Mamo
, Shamima Hossain
, Ziliang Zhang
, Mohsen Karimi
, Daniel Enright
, Patricia Manosalva
, Hyoseung Kim
:
Poster Abstract: Low-Cost Soil Sensing and Two-Level Classification for Early Stress Detection in Avocado Plants. 690-691 - Sijie Ji

, Xinzhe Zheng
, Wei Gao
, Mani Srivastava
:
Transforming Mental Health Care with Autonomous LLM Agents at the Edge. 692-693 - Shaoying Wang

, Hansong Zhou
, Yukun Yuan
, Xiaonan Zhang
:
Non-Intrusive Speaker Diarization via mmWave Sensing. 694-695 - Ishan Bansal

, Nagarjun Bhat
, Agrim Gupta
, Harine Govindarajan
, Dinesh Bharadia
:
Demo Abstract - SIGAR: Sensor Integration Gateway using Augmented Reality. 696-697 - Said Elhadi

, Tao Wang
, Yang Zhao
:
Demo Abstract: Underground Root Tuber Sensing via a Wi-Fi Mesh Network. 698-699 - Sruti Srinidhi

, Edward Lu
, Akul Singh
, Saisha Kartik
, Audi Lin
, Tarana Laroia
, Anthony Rowe
:
An XR Platform that Integrates Large Language Models with the Physical World. 700-701 - Yang Liu

, Alessandro Montanari
, Ashok Thangarajan
, Khaldoon Al-Naimi
, Andrea Ferlini
, Ananta Narayanan Balaji
, Fahim Kawsar
:
Demo Abstract: Multimodal Bio-Sensing and On-Device Machine Learning: Advancing Health Perception with OmniBuds. 702-703 - Ziyi Xuan

, Yiwen Wu
, Yu Yang
:
Demo Abstract: GIDEA: Generative AI-Powered Interactive Design and Evaluation Platform for Assistant Agent Research. 704-705 - Alec Levy

, John Madden
, Mirella Pessoa de Melo
, Colleen Josephson
:
Demo: Hardware to unleash novel energy sources for outdoor sensor networks. 706-707 - Zaizhou Yang

, Yihui Yan
, Fengxu Yang
, Zhice Yang
:
Demo Abstract: Using Fingerprint Scanner for On-Body Messaging. 708-709 - Yuting Wu

, Dongfang Guo
, Xiangzhong Luo
, Qun Song
, Rui Tan
:
Demo Abstract: Parameterized Stochastic Ensemble Defense for Object Detection. 710-711 - Bo Wu

, Jerry Li
, Ruoshen Mo
, Justin Yue
, Dinesh Bharadia
, Hang Qiu
:
Demo Abstract: Cooperative Multi-modal Sensing. 712-713 - Allen-Jasmin Farcas

, Radu Marculescu
:
Demo Abstract: Lightweight Training and Inference for Self-Supervised Depth Estimation on Edge Devices. 714-715 - Guangyu Feng

, Tess Despres
, Paul de La Sayette
, Prabal Dutta
:
Demo Abstract: I4C. . . Improving I2C's Dynamism and Efficiency. 716-717 - George S. Harris

, Aidan Lok
, Shahriar Nirjon
:
Demo Abstract: Human Strategy Meets AI Execution: An LLM-Driven Gaming Agent. 718-719 - Liyu Zhang

, Yizhen Wang
, Wenjie Du
, Kwun Ho Liu
, Xiaomin Ouyang
:
Demo Abstract: An LLM-Powered Multimodal Mobile Sensing System for Personalized and Interactive Health Behavior Analysis. 720-721 - Yuanlin Yang

, Yuning Chen
, Kang Yang
, Sikai Yang
, Wan Du
:
Demo Abstract: Comprehensive Wireless Soil Component Sensing via VNIR and LoRa. 722-723 - Siyuan Zhou

, Duc Van Le
, Rui Tan
:
Demo Abstract: Edge-Cloud Switched Image Segmentation for Autonomous Vehicles. 724-725 - Pushkal Mishra

, Satyam Srivastava
, Jerry Li
, Kshitiz Bansal
, Dinesh Bharadia
:
Demo Abstract: C-Shenron: A Realistic Radar Simulation Framework for CARLA. 726-727 - Rohith Reddy Vennam

, Luke Wilson
, Ish Kumar Jain
, Dinesh Bharadia
:
Demo abstract: Millimeter-Wave Sub-Arrays for Joint Communications and Interference Suppression. 728-729

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