For on-site participation details (venue rooms, registration, Wi-Fi, etc.), please refer to the local information page: LINK
Full papers: 20 min presentation+ 5min Q&A
Short papers: 10 min presentation+ 5min Q&A
Workshop: 15 min presentation + 5 min Q&A.
1. Scene-Aware Low-Light Image Enhancement Using a Multi-scale Image Restoration Network Using Diverse Optimizers for Vision-Based Intelligent Transportation Systems
Hrusikesh Nishank, Siddhant Kumar, Adarsh Singh Jadon, Chittaranjan Swain, Vivek Tiwari, and Deepak Kumar Dewangan (IIITM, India)
2. Efficient Video Object Classification Using Class Prior Adaptation Under Continuous Class-Balance Changes
Yanlong Ouyang (The University of Osaka, Japan), Shin Mizutani, and Yasue Kishino (NTT Communication Science Laboratories, Japan)
3. Addressing Aspect Challenges with Multi-Task Learning
Adarsh Singh Jadon, Vivek Tiwari, Chittaranjan Swain, and Deepak Kumar Dewangan (ABV-IIITM, India)
4. Transformer-Based Resource and Stage-Aware Scheduling for Model-Parallel LLM Inference (From DistLLM Workshop).
Rami Naeem, Tengis Buyantogtokh, Hamada Rizk, Tatsuya Amano (The University of Osaka, Japan), and Hirozumi Yamaguchi (The University of Osaka/RIKEN, Japan)
1. Invited Talk: An Intent-Driven Security Management System for Cloud-Based Security Services
Jaehoon Paul Jeong (Sungkyunkwan University, South Korea)
2. Towards Automated River Water Level Monitoring using Visual IoT Cameras
Francis Tiausas, Yuki Murakami, Yuuichi Teranishi, Hidehisa Nagano, Kazutaka Kikuta, Ken Murata (NICT, Japan), and Kazuki Kobayashi (Shinshu University, Japan)
1. A Gentle Wakeup Call
Umesh Biswas and Maxwell Young (Mississippi State University, USA)
2. A Multi-Gateway Scheduling Approach for LoRaWAN that Accounts for Coexistence with Legacy Devices
Hinata Oshima and Takuya Yoshihiro (Wakayama University, Japan)
3. Hierarchical Subgroup Routing for Scalable and Low-Latency Satellite Formation Flying
Keita Takeda, Wataru Sasaki, Shuhei Kosaka, Keiichi Yasumoto, Tomokazu Matsui, Hirohiko Suwa (NAIST, Japan), Daisuke Wakao, Sumio Morioka, and Takahiro Inagawa (Interstellar Technologies Inc., Japan)
4. Tactile Paving Detection and Classification Method Based on Cyclist-Participatory Road Image Sensing
Yuto Matsuda and Yuki Matsuda (Okayama University, Japan)
5. Local Precipitation Forecasting Using Observation Feedback from IoT Rain Gauge
Kei Morita and Ren Ohmura (Toyohashi University of Technology, Japan)
6. Desk Work Activity Recognition using Multiple Vibration Sensors and Machine Learning
Nanami Inoue (Osaka Metropolitan University College of Technology, Japan), Takamasa Kikuchi, Kouki Shibata, Makoto Yoshida (NAIST, Japan), Tomokazu Matsui, Hirohiko Suwa, and Keiichi Yasumoto (NAIST, RIKEN AIP, Japan)
1. Spatio-Temporal Kriging for High-Resolution Urban Microclimate Estimation with Fixed and Mobile Sensors
Wataru Kunimi, Shinji Takada, Yuki Ito (Tohoku University, Japan), Luis Guillen (University of San Francisco Xavier, USA), Toru Abe, and Takuo Suganuma (Tohoku University, Japan)
2. Validation of Virtual Human Motion Sensors in a Digital Twin Environment Using LLM-based Activity Generation
Atsuya Ikeno, Tomokazu Matsui, Hirohiko Suwa, and Keiichi Yasumoto (NAIST, Japan)
3. Beyond the Handshake: Eliminating Fallback Latency from QUIC-to-TCP Transitions
Lalan Kumar Ram, Debanjan Saha, Sandip Chakraborty, and Arobinda Gupta (IIT Kharagpur, India)
4. Optimization-Driven Navigation for Behavior Change in Tourism
Honami Koyama (NAIST, Japan), Keiichi Yasumoto, and Hirohiko Suwa (NAIST/RIKEN AIP, Japan)
5. A Questionnaire-Only Counterfactual Machine Learning Approach to Assess the Spatial Impact of Green Mobility Vehicles in Urban Parks: A Wakayama Castle Case Study
Rami Naeem, Srikant Manas, Tatsuya Amano, and Hirozumi Yamaguchi (The University of Osaka, Japan)
6. Challenges for Federated Crowd Management in Smart Cities
Daniela Nicklas, Leonie Ackermann, Debasree Das (Universitaet Bamberg, Germany), Tatsuya Amano, Hamada Rizk, and Hirozumi Yamaguchi (The University of Osaka, Japan)
Full: On Competitiveness of Dynamic Replication for Distributed Data Access
Tianyu Zuo, Xueyan Tang, Bu Sung Lee, Jianfei Cai (Nanyang Technological University, Singapore)
Full: Optimal Maximal Independent Set Computation by Robots in Unoriented Grid and Torus
Himani, Supantha Pandit (Dhirubhai Ambani University, India)
Full: Sparser Shuffles Suffice
Diksha Gupta (University of Virginia, USA), Jared Saia (University of New Mexico, USA), Maxwell Young (Mississippi State University, USA)
Short: RESCUE: Routing under Evolving Stochastic Congestion and Uncertain Spread in Wildfire Emergencies
Sowjanya Tammali, Arindam Khanda, Anurag Satpathy, S. M. Shovan, Sajal K. Das (Missouri S&T, USA)
Short: Impact of Congestion Control Algorithms on the QoE Performance of Video Streaming over QUIC
Lalan Kumar Ram, Arobinda Gupta, Sandip Chakraborty (IIT Kharagpur, India)
Short: Multi-COPS: Multicast Cooperative Scheduling for XR in Dense RANs
Alessandro Taraborelli, Stefano Rinaldi, Ioannis Chatzigiannakis, Stefania Colonnese (Sapienza University of Rome, Italy)
Short: Impact of Multi-MNO Interoperability on Edge-Assisted Collective Perception
Takamasa Higuchi (Toyota Motor Corporation, Japan)
Short: PURE: A Predictive Path based UAV-IoT Network for Response oriented Energy-efficient Border Monitoring
Abhishek Pandey, Priyanka Soni, Sourav Kanti Addya (NIT Karnataka, India)
Towards Verification of Spiking Neural Networks for Next-Generation AI Systems
Sruti Goswami, Ansuman Banerjee and Swarup K. Mohalik
A Self-Stabilizing Algorithm for the Maximal Pentagon Partition Problem
Tota Yamada, Yonghwan Kim and Yoshiaki Katayama
Partial Gathering of Semi-Synchronous Mobile Agents in Dynamic Rings
Masahiro Shibata and Atsushi Ote
A Transformer-based Approach for Attribute-Aware Route Optimization Guided by ILP Solutions
Riku Nakao, Akihito Hiromori, Hamada Rizk and Hirozumi Yamaguchi
Socially-Aware Robot Navigation Using Large Language Models: System and Evaluation
Xuqing Liu, Tatsuya Amano, Hamada Rizk and Hirozumi Yamaguchi
High-Reliability Network-Distributed MoE-LLM System
Haruki Yonekura and Hirozumi Yamaguchi
Toward Semantically Aligned and Energy-Efficient On-Device Contextual Inference in Real-World Environments
Minhyoung An, Wataru Sasaki, Hirohiko Suwa and Keiichi Yasumoto
Poster (12)
P1: Implementation and Validation of Lightweight Pose Estimation for Pico-Satellite Swarms using ToF Cameras
Shuhei Kosaka, Keiichi Yasumoto, Tomokazu Matsui, Hirohiko Suwa, Wataru Sasaki, Daisuke Wakao, Sumio Morioka, Takahiro Inagawa
P2: Short-Term Crowd Prediction through Continuous Observation
Atsuhiro Yano, Tatsuya Amano, Hirozumi Yamaguchi
P3: Evolutionary Training of Binary Neural Networks as Pendulum Controller: A Comparative Study of ES and GA
Hidehiko Okada
P4: A Distributed Knowledge Graph Architecture for Cross-Domain Script Analysis: Towards Deciphering Indus Valley
Atul Sharma, Shubhajit Roy Chowdhury
P5: Wildlife Detection using Motion History Information Captured by Camera Trap in the Dark
Shogo Yoshida, Yuki Matsuda, Kota Tsubouchi, Hirohiko Suwa, Keiichi Yasumoto
P6: Environment-Aware Modeling and Analysis for LoRa Emergency Network Scheduling
Yuto Inaba, Tatsuya Amano, Akihito Hiromori, Hirozumi Yamaguchi
P7: When Satellites Work as One: Adaptive Beamforming for PicoSat Swarms
Yui Maruyama, Ryohei Tsuji, Akira Uchiyama, Hamada Rizk, Hirozumi Yamaguchi, Sumio Morioka, Takahiro Inagawa
P8: When Sensors Talk: LLM-Guided Object-Centric Collaboration for Distributed 3D Scene Understanding
Ziheng Xu, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi
P9: Neural Surrogate Model for Autonomous Driving Communications Based on Strategic Sampling
Ibuki Matsumoto, Takamasa Higuchi, Fukuharu Tanaka, Tatsuya Amano, Hamada Rizk, Akira Uchiyama, Akihito Hiromori, Hirozumi Yamaguchi, Masaki Takanashi
P10: Adaptive Strategies For Reducing The Carbon Footprint of Deep Neural Networks
Tsion Biruk Ephrem, Viviana Arrigoni, Giulio Attenni, Novella Bartolini
P11: Rapid Policy Impact Estimation for Pedestrian Flow Using Neural Network Surrogates
Fukuharu Tanaka, Tatsuya Amano, Akira Uchiyama, Akihito Hiromori, Hirozumi Yamaguchi
P12: Time-Series-Based Emotional Valence Prediction Using Non-Contact Indoor Environmental Sensing
Kei Nishikawa, Nobuyoshi Komuro
Demo (7)
D1: DAKA-PM: A Provably Secure Decentralized Authentication and Key Agreement Scheme for Internet of Drones
Shelcy Paulose, Panchami V, Blaize Tom, Aditya Kumar Raushan, Yogesh Jhanwar, Fasila K A
D2: Secure Robot-to-Robot interactions with DID and State Channel
Roshan Singh, Sushant Pandey
D3: Exploring Fingertip Interaction Using Surface Acoustic Wave Sensing with a VPU Ring
Koushi Hiraoka, Yugo Nakamura, Yutaka Arakawa
D4: SenStick-EyeMeet: Distributed Multimodal Sensing of Nonverbal Interactions to Augment LLM-Assisted Meeting Understanding
Toshiki Hayashida, Koushi Hiraoka, Isshin Nakao, Yugo Nakamura, Yutaka Arakawa
D5: LLM-Augmented Driving Behavior Planning for Autonomous Vehicle
Aidana Baimbetova, Haruki Yonekura, Hamada Rizk, Hirozumi Yamaguchi
D6: Bayesian Optimization Approach for Crowd Flow Modeling on Railway Station Platforms
Yu Yasuda, Tatsuya Amano, Hirozumi Yamaguchi
D7: Scalable Coverage Simulation Workflow for Formation-Flying Satellite Phased Arrays
Tengis Buyantogtokh, Akira Uchiyama, Akihito Hiromori, Hirozumi Yamaguchi, Genma Hattori, Sou Ema, Sumio Morioka, Takahiro Inagawa
Doctoral Symposium (4)
Dr.P-1: A Transformer-based Approach for Attribute-Aware Route Optimization Guided by ILP Solutions
Riku Nakao, Akihito Hiromori, Hamada Rizk, Hirozumi Yamaguchi
Dr.P-2: Toward Semantically Aligned and Energy-Efficient On-Device Contextual Inference in Real-World Environments
Minhyoung An, Wataru Sasaki, Hirohiko Suwa, Keiichi Yasumoto
Dr.P-3: High-Reliability Network-Distributed MoE-LLM System
Haruki Yonekura, Hirozumi Yamaguchi
Dr.D-1: Socially-Aware Robot Navigation Using Large Language Models: System and Evaluation
Xuqing Liu, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi
No Poster/Demo:
Towards Verification of Spiking Neural Networks for Next-Generation AI Systems
Sruti Goswami, Ansuman Banerjee, Swarup K. Mohalik
Partial Gathering of Semi-Synchronous Mobile Agents in Dynamic Rings
Atsushi Ote, Masahiro Shibata
A Self-Stabilizing Algorithm for the Maximal Pentagon Partition Problem
Tota Yamada, Yonghwan Kim, Yoshiaki Katayama
Full: Enhancing Privacy in Tor: Message Mixing and Adaptive Padding with Opt-In Features
Anne Kunstmann, Gabriel Bolonkowski, August See (University of Hamburg, Germany)
Full: FedMeet: Personalized Federated Multi-Sensor Fusion for Privacy-Preserving Human Activity Recognition
Ananya Mondal, Mohit Kumar, Suchetana Chakraborty (IIT Jodhpur, India)
Full: DATAMUt: Deterministic Algorithms for Time-Delay Attack Detection in Multi-Hop UAV Networks
Keiwan Soltani (Missouri S&T, USA), Federico Corò (University of Padova, Italy), Punyasha Chatterjee (Jadavpur University, India), Sajal K. Das (Missouri S&T, USA)
Short: Near Real Time Detection of APT Attack in Industrial IoT Environment
Bidya Sahu (NIST University, India), Suman Chowdhury (AcSIR, India), Rajesh P. Barnwal (CSIR-CMERI, India)
Full: A Single-Order Mixed-Consistency Replication Scheme
Maciej Kokociński, Tadeusz Kobus, Paweł T. Wojciechowski (Poznan University of Technology, Poland)
Full: AASC: Activity-Adjusted Stake Consensus for Scalable IoT Blockchains
Susmita Mondal, Adarsh Raj Shrivastava, Jatin Lohar, Suchetana Chakraborty (IIT Jodhpur, India)
Full: Grassroots Platforms with Atomic Transactions: Social Networks, Cryptocurrencies, and Democratic Federations
Ehud Shapiro (Weizmann Institute of Science, Israel)
Short: Dito: Distributed Transactional Objects
Lukas Epple, Simon König, Christian Becker (University of Stuttgart, Germany)
Full: Efficient Dispersion of Mobile robots in Torus Networks
Himani (Dhirubhai Ambani University, India), Barun Gorain (IIT Bhilai, India), Supantha Pandit (Dhirubhai Ambani University, India)
Full: Linear Search for Capturing a Moving Target by Two Robots in the F2F Model
Khaled Jawhar, Evangelos Kranakis (Carleton University, Canada)
Full: Job Scheduling in Serverless Systems: Cost and Response Time Tradeoffs
Grady Thompson, Mohammad Shahrad, Sathish Gopalakrishnan (University of British Columbia, Canada)
Short: SCRamble: Adaptive Decentralized Overlay Construction for Blockchain Networks
Evangelos Kolyvas, Alexandros Antonov, Spyros Voulgaris (Athens Univ. of Economics and Business, Greece)
Short: A Precise and Closed-Form Solution for Edge-Ranking
Prajjwal Nijhara (IIT Jodhpur, India), Jainan Tandel (IIT Bombay, India), Rohit Prajapati, Dip Sankar Banerjee (IIT Jodhpur, India)
Short: PCIAFL: Personalized and Class Imbalance-Aware Federated Learning for Driver Behavior Classification
Osho Osho (IIT Jodhpur, India), Shubh Garg (Thapar Institute, India), Suchetana Chakraborty (IIT Jodhpur, India), Sajal K. Das (Missouri S&T, USA)