Monday, March 16

Morning coffee break (all workshops): 10:30-11:00
Lunch (all workshops): 12:30-14:00
Afternoon coffee break (all workshops): 15:30-16:00
08:30 – Registration opens
09:00-19:00
BRAIN – 7th International Workshop on Blockchain theoRy and ApplicatIoNs
Room 27 (Main area building A, ground floor)
Damiano Di Francesco Maesa, Laura Ricci, Nishanth Sastry, Matteo Loporchio
DIGITA – 2nd International Workshop on Digital Twin Ecosystems & Applications
Room Grey (Sant’Anna building, ground floor)
Samuele Burattini, Lukas Esterle, Sara Montagna, Marco Picone
PerVehicle – 7th International Workshop on Pervasive Computing for Vehicular Systems
Room Blue (Sant’Anna building, ground floor)
Susumu Ishihara, Hiroshi Shigeno, Hirozumi Yamaguchi, Yanqiu Huang
TrustSense – 1st International Workshop on Pervasive Computing Challenges in Trustable Crowdsensing Systems
Room A32 (Main area building A, first floor)
Luca Bedogni, Stefano Ferretti, Debasree Das, Christine Bassem
WiSense – 3rd International Workshop on Pervasive Wireless Sensing and Edge Computing
Room C29 (Main area building A, first floor)
Eyuphan Bulut, Muhammad Shahzad, Michele Rossi
14:00-19:00
PerFail – 5th International Workshop on Negative Results in Pervasive Computing
Room 40 (Main area building A, first floor)
Ella Peltonen, Peter Zdankin, Tanya Shreedhar, Malte Josten
PerRad – 1st International Workshop on Pervasive Radars
Room Yellow (Sant’Anna building, ground floor)
Abdelwahed Khamis, Anuradha Ravi, Sandip Chakraborty, Suchetana Chakraborty
Tuesday, March 17
08:30 – Registration opens
09:00 – 09:30
Conference Opening
General Chairs
Chiara Boldrini, IIT-CNR, Italy
Amy L. Murphy, FBK, Italy
TPC Chair
Stephan Sigg, Aalto University, Finland
09:30 – 10:30
Keynote 1
Chair: Sajal K. Das (Missouri University of Science and Technology, USA)
Keynote – Federated AGI: A Generational Opportunity for Pervasive Computing
Nicholas Lane (University of Cambridge, United Kingdom, Great Britain)
10:30 – 11:00
Coffee Break
11:00 – 12:30
Session 1: Human Activity Recognition
Chair: Klaus David (University of Kassel, Germany)
SPECTRA: An Efficient Spectral-Informed Neural Network for Sensor-Based Activity Recognition
Deepika Gurung (DFKI, RPTU Kaiserslautern, Germany); Lala Shakti Swarup Ray (DFKI, Germany);
Mengxi Liu and Bo Zhou (German Research Center for Artificial Intelligence, Germany);
Paul Lukowicz (DFKI and University of Kaiserslautern, Germany)
RAG-HAR: Retrieval Augmented Generation-based Human Activity Recognition

Nirhoshan Sivaroopan (University of Sydney, Australia); Hansi Karunarathna (University of
Jayawardenapura, Sri Lanka); Chamara Madarasingha (Curtin University, Australia); Anura P
Jayasumana (Colorado State University, USA); Kanchana Thilakarathna (The University of
Sydney, Australia)
HARBench: A Comprehensive Benchmark for Evaluating Foundation Models in Sensor-based Human Activity Recognition

Kei Tanigaki and Takuya Maekawa (The University of Osaka, Japan); Takahiro Hara (Osaka
University, Japan)
A Teaching Assistant for Teacher-Student Learning: Knowledge Transfer from Skeleton to Inertial Sensing for Activity Recognition in Industrial Domains

Hongyin Qiao and Qingxin Xia (The University of Osaka, Japan); Hamada Rizk (Osaka
University, Japan); Takuya Maekawa (The University of Osaka, Japan)
12:30 – 14:00
Luch Break
14:00 – 15:30
Session 2: Advanced Sensing Systems
Chair: Suchetana Chakraborty (Indian Institute of Technology Jodhpur, India)
μTouch: Enabling Accurate, Lightweight Self-Touch Sensing with Passive Magnets

Siyuan Wang (Shanghai Jiao Tong University, China); Ke Li (Cornell University, USA); Jingyuan
Huang and Jike Wang (Shanghai Jiao Tong University, China); Cheng Zhang (Cornell, USA);
Alanson Sample (University of Michigan, USA); Dongyao Chen (Shanghai Jiao Tong University,
China)
SolarTrack: Exploring the Continuous Tracking Capabilities of Wearable Solar Harvesters

Yasien Ghalwash (Queensland University of Technology (QUT), Australia); Abdelwahed
Khamis and Moid Sandhu (CSIRO, Australia); Sara Khalifa (Queensland University of
Technology, Australia); Raja Jurdak (Queensland University of Technology & CSIRO, Australia)
CARE: Contrastive Alignment for ADL Recognition from Event-Triggered Sensor Streams

Junhao Zhao (University of Maryland, College Park, USA); Zishuai Liu, Ruili Fang and Jin Lu
(University of Georgia, USA); Linghan Zhang (Eindhoven University of Technology, The
Netherlands); Fei Dou (University of Georgia, USA)
SenseLess: Minimal Vision, Maximum Insight for Smart Homes
Norah Abdullah Albazzai, Omer Rana and Charith Perera (Cardiff University, United Kingdom,
Great Britain)
15:30 – 15:45
Test of Time Award
Chair: Claudio Bettini (Università degli Studi di Milano, Italy)
15:45 – 16:15
Teaser Madness
Chairs: Simone Silvestri (University of Kentucky, USA), Kristina Yordanova (University of Greifswald,
Germany)
PhD Poster and Demo Madness
16:15 – 19:00
Session: Welcome Reception + PhD Posters and Demos
Demos:
PhD Posters:
Wednesday, March 18
08:30 – Registration opens
09:00 – 10:00
Keynote 2
Chair: Christian Becker (Universität Stuttgart, Germany)
Keynote – Beyond Accuracy: The Good, the Bad, and the Unknown in Sensor-Based Human
Behavior Modeling
Silvia Santini (Università della Svizzera Italiana (USI), Switzerland)
10:00 – 10:30
Coffee Break
10:30 – 11:30
Session 3: Best Paper Candidates
Chairs: Sandip Chakraborty (Indian Institute of Technology Kharagpur, India), Gabriele Civitarese
(University of Milan, Italy), Stephan Sigg (Aalto University, Finland)
Wandatch: Infrastructure-Free Point-to-Command with Smartwatches and Speakers

Lin Chen (The Hong Kong University of Science and Technology (Guangzhou), China); Yandao
Huang (Hong Kong University of Science and Technology, China); Minghui Qiu, Shuxin Zhong,
Jun Chen and Kaishun Wu (The Hong Kong University of Science and Technology
(Guangzhou), China)
HoloQRam: Efficient Real-Time Spatial Video Delivery via Animated QR Codes
Jaewon Choi and JeongGil Ko (Yonsei University, Korea South)
MentalCare: Contrastive Disentanglement and Positive Transfer for Psychiatric Disorder
Detection with a Wristband-Smartphone System
Yufei Zhang, Wenting Kuang and Zite Huang (Shenzhen University, China); Changhe Fan
(Guangdong Second Provincial General Hospital, China); Yongpan Zou (Shenzhen University,
China)
11:30 – 13:00
Session 4: Edge Intelligence and IoT Systems
Chair: Georgios Bouloukakis (University of
Patras, Greece & Télécom SudParis, IP Paris, France)
ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge
Daghash Khalid Alqahtani (The University of Melbourne, Australia); Maria A. Rodriguez
(University of Melbourne, Australia); Muhammad Aamir Cheema and Hamid Rezatofighi
(Monash University, Australia); Adel N. Toosi (The University of Melbourne, Australia)
Beyond Communication: On-Modem DNN Inference and Training for Home Appliances
Insung Jung (Ulsan National Institute of Science and Technology, Korea South); Seulki Lee
(KAIST, Korea South)
PSMark: A Distributed IoT Benchmark for Publish/Subscribe Under Domain-Based Workloads

Christian Badolato and Nathan Samson (University of Maryland, Baltimore County, USA);
Houssam Hajj Hassan (Orange Innovation, France); Chih-Kai Huang (Télécom Paris / IP Paris,
France); Georgios Bouloukakis (University of Patras, Greece & Télécom SudParis, IP Paris,
France); Primal Pappachan (Portland State University, USA); Roberto Yus (University of
Maryland, Baltimore County, USA)
TinySense: Effective CSI Compression for Scalable and Accurate Wi-Fi Sensing
Toan Gian (Northeastern University, USA); Dung Trung Tran (VinUniversity, Vietnam); Viet
Quoc Pham (Trinity College Dublin, Ireland); Francesco Restuccia (Northeastern University,
USA); Van-Dinh Nguyen (Trinity College Dublin, Ireland)
13:00 – 14:30
Lunch Break
14:30 – 15:30
Industry Panel
Chair: Claudio Cicconetti (IIT-CNR, Italy)
Panel – AI Beyond the Lab: Are We Solving the Problems Industry Actually Has?
Claudio Cicconetti (IIT-CNR, Italy); Novella Buonaccorsi (Valmet, Italy); Alessandro Erta (Cisco,
Italy); Giada Landi (Nextworks, Italy); Markus Sauer (Siemens AG, Germany)
15:30 – 16:00
Teaser Madness
Chairs: Tristan Braud (The Hong Kong University of Science and Technology, Hong Kong), Andreas
Reinhardt (TU Clausthal, Germany)
WiP posters
16:00 – 18:30
Session: Work-in-Progress Posters + Coffee Break
Thursday, March 19
08:30 – Registration opens
09:00 – 11:30
Session 5: Spotlight Feature Session (incl. Coffee)
Chairs: Daniela Nicklas (University of Bamberg & Faculty Information Systems and Applied Computer
Science, Germany), Lorenzo Valerio (IIT-CNR, Italy)
Now You See Me, Now You Don’t: Consent-Driven Privacy for Smart Glasses
Teaser: https://youtu.be/gddJDfIvsjM
Yahya Khawaja, Eman Nabeel and Sana Humayun (Lahore University of Management
Sciences, Pakistan); Eruj Javed (Lahore University of Management Sciences (LUMS),
Pakistan); Katharina Krombholz (CISPA Helmholtz Center for Information Security, Germany);
Muhammad Hamad Alizai (LUMS, Pakistan); Naveed Anwar Bhatti (Lahore University of
Management Sciences, Pakistan)
LEAF: Layer-Wise Energy-Adaptive Framework for Multi-DNN Real-Time Intermittent Systems
Teaser: https://youtu.be/ZHx4K9OhJGM
Hyunwoo Koo and Wonyeong Lee (Sungkyunkwan University, Korea South); Jinkyu Lee
(Yonsei University, Korea South)
Addressing Extra Voices and Background Noise in Continuous Speech Monitoring: A Case
Study on Chronic Obstructive Pulmonary Disease
Teaser: https://youtu.be/EwuJYSUWrrM
Salaar Liaqat and Daniyal Liaqat (University of Toronto, Canada); Tatiana Son (Canada); Robert
Wu (University Health Network, Canada); Andrea Gershon (Sunnybrook Health Sciences
Centre, Canada); Eyal de Lara and Alex Mariakakis (University of Toronto, Canada)
ReFDrone: One-Shot Indoor Drone 4DoF Estimation via Rolling-Shutter AoA from Floor-
Reflected Light
Teaser: https://youtu.be/0zxATExXGO4
Yusei Onishi (Hokkaido University, Japan); Hiroaki Murakami (The University of Tokyo, Japan);
Masanari Nakamura (Hokkaido University, Japan); Hiromichi Hashizume (National Institute of
Informatics, Japan); Masanori Sugimoto (Hokkaido University, Japan)
AcouBLE: Clock-Seeding BLE chips via Acoustic Signals for Extended Energy Efficiency
Teaser: https://youtu.be/KC5qIfxuzqE
Mohammad Rostami (IRIT – CNRS, France); Gentian Jakllari (IRIT – Université de Toulouse,
France)
Towards Device-Free Gaming with mmWave Radar

Teaser: https://youtu.be/6uGiKrDv2YE
Yukuan Ding (Delft University of Technology, The Netherlands); Harvy Martinez (Pontificia
Universidad Católica del Perú, Peru); Girish Vaidya, Koendert Langendoen and Marco Zuniga
(Delft University of Technology, The Netherlands)
ScaleWave: Breaking Through Resource Bottlenecks to Scale Up Serverless Computing at the Edge

Summit Shrestha (Georgia Institute of Technology, USA); Zheng Song (University of Michigan at Dearborn, USA); Eli Tilevich (Virginia Tech, USA); Zhengquan Li (University of Michigan-
Dearborn, USA); Christine Julien (Virginia Tech, USA); Probir Roy (UMDearborn, USA)
Fed-CASQ: Enhancing Class-Wise Accuracy in Pervasive Federated Learning with Class-
Aware Scaling and Quantization
Teaser: https://youtu.be/ukk0ka5NNs0
Emon Dey (Argonne National Laboratory, USA); Anuradha Ravi and Gaurav Shinde (University
of Maryland Baltimore County, USA); Garvit Chugh (Indian Institute of Technology Jodhpur,
India); Indrajeet Ghosh (University of Virginia, USA); Archan Misra (Singapore Management
University, Singapore); Nirmalya Roy (University of Maryland Baltimore County, USA)
Dynamic Client Selector: A Double Deep Q-Learning Framework for Efficient Federated
Learning

Sangeen Khan (University of Chinese Academy of Sciences, China); Md Monjurul Karim
(Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China);
Muhammad Muzammal (Northumbria University Newcastle, United Kingdom, Great Britain);
Qiang Qu (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
China)
Efficient Memory Usage For Edge FaaS Platforms
Djob Mvondo (Univ Rennes, CNRS, INRIA, IRISA); Boris Teabe (IRIT-INPT, France); Nikos
Parlavantzas (INSA Rennes, France)
D-SYNC: Enhancing Vehicle Localization with Dashcam-Satellite Image Synchronization
Teaser: https://youtu.be/CQdmY6Vk0zA
Peng Jiang (University of Nebraska Omaha, USA); Liuwan Zhu (University of Hawaii at Manoa,
USA); Rui Ning (Old Dominion University & School of Cybersecurity, USA); Michael Wu
(University of Arizona, USA); ChunSheng Xin (Iowa State University, USA)
11:30 – 12:30
Academic Panel
Chair: George Roussos (Birkbeck College, University of London, United Kingdom, Great Britain)
Panel – What AI Did (and Didn’t) Do in Our PerCom Papers
George Roussos (Birkbeck College, University of London, United Kingdom, Great Britain);
Delphine Reinhardt (University of Göttingen, Germany); Georgios Bouloukakis (University of
Patras, Greece & Télécom SudParis, IP Paris, France); Takuya Maekawa (Osaka University,
Japan); Ella Peltonen (University of Oulu, Finland); Sajal K. Das (Missouri University of Science
and Technology, USA)
12:30 – 14:00
Lunch Break
14:00 – 15:30
Session 6: Risks, Security and Systems for Pervasive Models
Chair: Ella Peltonen (University of Oulu, Finland)
A Picture is Worth a Thousand Risks: Inferring Privacy Risks from Home Interior Images via Object-Level Sensitivity Analysis

Lindrit Kqiku (University of Göttingen, Germany); Eddie Bark (Deloitte, Germany); Archan Misra (Singapore Management University, Singapore); Delphine Reinhardt (University of Göttingen, Germany)
HoSig-Align I: Edge-Native Threat Attribution using Homology Blocks in IoT-Pervasive
Networks
Aiting Yao (Pengcheng Laboratory, China); Shantanu Pal (Deakin University, Australia);
Chengzu Dong (Lingnan University, Hong Kong); Di Shao, Wenying Feng and Ruonan Li
(Pengcheng Laboratory, China); Zhaoquan Gu (Harbin Institute of Technology Shenzhen,
China)
Foreground Graphics-Aware Runtime DNN Scheduling on Mobile GPUs
Minju Kang, Jaeho Jin, Sungmin Lee and JeongGil Ko (Yonsei University, Korea South)
MERCI: Adaptive Multi-Expert Inference for Dynamic and Large-Vocabulary Vision Perception
Wootack Kim, Minkyung Jeong and Seokgyeong Shin (Seoul National University, Korea
South); Juheon Yi (Microsoft, China); Youngki Lee (Seoul National University, Korea South)
15:30 – 16:00
Coffee Break
16:00 – 17:30
Session 7: Mobile and Ambient Sensing for Health and Navigation
Chair: Tristan Braud (The Hong Kong University of Science and Technology, Hong Kong)
HydratEar: Non-Invasive Hydration Monitoring using In-Ear Acoustic Reflectometry
Garvit Chugh and Suchetana Chakraborty (Indian Institute of Technology Jodhpur, India)
Attention Feature Fusion with Cluster Contrastive Learning for Snoring and Breath-Holding
Detection Using Seismic Sensing
Yingjian Song, Jiayu Chen, Zixuan Zeng, Yida Zhang, Zaid Farooq Pitafi and Bradley G. Phillips
(University of Georgia, USA); Xiang Zhang (UNCC, College of Computing and Informatics,
USA); Fei Dou and WenZhan Song (University of Georgia, USA)
SignAlign: A Smartphone-Based Visual Positioning System for Enhanced Bicycle Safety

Lennart Busch, Lars Mathuseck, Johann Götz, Judith Simone Heinisch and Klaus David
(University of Kassel, Germany)
Argos: Leveraging Visual Priors for Scalable Wireless Navigation in Dynamic Environments

Arko Datta, Tharaneeshwaran V U and Aravindh Sriram Kumar A G (Indian Institute of
Technology Madras, India); Ayon Chakraborty (Indian Institute of Technology, Madras, India)
17:30 – 19:00
Session: Townhall Meeting
Friday, March 20

Morning coffee break (all workshops): 10:30-11:00
Lunch (all workshops): 12:30-14:00
Afternoon coffee break (all workshops): 15:30-16:00
08:30 – Registration opens
09:00-19:00
CoMoRe-AI – 22nd International Workshop on Context and Activity Modeling and Recognition with AI
Room A32 (Main area building A, first floor)
Gabriele Civitarese, Pascal Hirmer, Jadwiga Indulska, Shruthi K. Hiremath
EmotionSense – 1st International Workshop on Human-centred Emotion-Awareness and Sensing in Pervasive Computing
Room 40 (Main area building A, first floor)
Judith Simone Heinisch, Flavio Di Martino, Klaus David, Franca Delmastro
PeRConAI – 5th International Workshop on Pervasive and Resource-Constrained Artificial Intelligence
Room 27 (Main area building A, ground floor)
Lorenzo Valerio, Franco Maria Nardini, Mario Luca Bernardi, Riccardo Pecori
SayGreeN – 1st International Workshop on AI Sustainability in/for green networking
Room Yellow (Sant’Anna building, ground floor)
Greta Vallero, Daniela Renga, Vincenzo Mancuso
SPT-IoT – 9th International Workshop on Security, Privacy and Trust in the Internet of Things
Room Blue (Sant’Anna building, ground floor)
Shantanu Pal, Hirozumi Yamaguchi, Helen Paik
TELMED – 5th International Workshop on Telemedicine and e-Health in the Digital Society
Room Grey (Sant’Anna building, ground floor)
Piero Castoldi, Anna Lina Ruscelli, Lorenzo Mucchi, Matti Hämäläinen
URBSENSE – 1st International Workshop on URBan SENSEmaking and Intelligence for Safer Cities
Room C29 (Main area building A, first floor)
Natalia Selini Hadjidimitriou, Marcello Pietri, Angelo Furno, Thorsten Koch