16 Paper Presentations at ICDCN2026

国際会議ICDCN2026で16件の研究発表・受賞

16 Paper Presentations at ICDCN2026

Publications & Talks Awards

We presented 16 papers at ICDCN2026 (27th International Conference on Distributed Computing and Networking), held at Nara Kasugano International Forum IRAKA from January 6-9, 2026, and won the Best Doctoral Symposium Paper Award and the Best Poster/Demo Paper Award.

Workshop Papers (4)

Efficient Video Object Classification Using Class Prior Adaptation Under Continuous Class-Balance Changes
Yanlong Ouyang (The University of Osaka), Shin Mizutani (NTT, Inc.), Yasue Kishino (NTT, Inc. / The University of Osaka), Hirozumi Yamaguchi (The University of Osaka)
ICDCN 2026 Workshop: ASCENT
PDF DOI:10.1145/3737611.3776610
Transformer-Based Resource and Stage-Aware Scheduling for Model-Parallel LLM Inference
Rami Naeem, Tengis Buyantogtokh, Hamada Rizk, Tatsuya Amano, Hirozumi Yamaguchi
ICDCN 2026 Workshop: DistLLM
PDF DOI:10.1145/3737611.3776613Related Project:セマンティック通信による多端末連携型の状況理解と消防システムへの適用
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, Hirozumi Yamaguchi
ICDCN 2026 Workshop: IWNDSC2026
PDF DOI:10.1145/3737611.3776620Related Project:地域を支える知のデジタライゼーションと共有基盤
Challenges for Federated Crowd Management in Smart Cities
Daniela Nicklas, Leonie Ackermann, Debasree Das, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi
ICDCN 2026 Workshop: IWNDSC2026
PDF DOI:10.1145/3737611.3776621Related Project:地域を支える知のデジタライゼーションと共有基盤

Doctoral Symposium (3)

A Transformer-based Approach for Attribute-Aware Route Optimization Guided by ILP Solutions
Riku Nakao, Akihito Hiromori, Hamada Rizk, Hirozumi Yamaguchi
ICDCN 2026 Doctoral Symposium
PDF DOI:10.1145/3737611.3776947Related Project:地域を支える知のデジタライゼーションと共有基盤
🏆Best Doctoral Symposium Paper Award
Socially-Aware Robot Navigation Using Large Language Models: System and Evaluation
Xuqing Liu, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi
ICDCN 2026 Doctoral Symposium
PDF DOI:10.1145/3737611.3776944
High-Reliability Network-Distributed MoE-LLM System
Haruki Yonekura, Hirozumi Yamaguchi
ICDCN 2026 Doctoral Symposium
PDF DOI:10.1145/3737611.3776945

Poster and Demo (9)

Short-Term Crowd Prediction through Continuous Observation
Atsuhiro Yano, Tatsuya Amano, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo
PDF DOI:10.1145/3737611.3776952Related Project:地域を支える知のデジタライゼーションと共有基盤
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
ICDCN 2026 Poster/Demo
PDF DOI:10.1145/3737611.3776965
LLM-Augmented Driving Behavior Planning for Autonomous Vehicle
Aidana Baimbetova, Haruki Yonekura, Hamada Rizk, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo
PDF DOI:10.1145/3737611.3776953Related Project:地域を支える知のデジタライゼーションと共有基盤
🏆Best Poster/Demo Paper Award
Bayesian Optimization Approach for Crowd Flow Modeling on Railway Station Platforms
Yu Yasuda, Tatsuya Amano, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo
PDF DOI:10.1145/3737611.3776954Related Project:LLM-Driven Urban Transportation Simulation Platform
Rapid Policy Impact Estimation for Pedestrian Flow Using Neural Network Surrogates
Fukuharu Tanaka, Tatsuya Amano, Akira Uchiyama, Akihito Hiromori, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo
PDF DOI:10.1145/3737611.3776968Related Project:セマンティック通信による多端末連携型の状況理解と消防システムへの適用
Environment-Aware Modeling and Analysis for LoRa Emergency Network Scheduling
Yuto Inaba, Tatsuya Amano, Akihito Hiromori, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo
PDF DOI:10.1145/3737611.3776962Related Project:セマンティック通信による多端末連携型の状況理解と消防システムへの適用
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
ICDCN 2026 Poster/Demo
PDF DOI:10.1145/3737611.3776966Related Project:Research and Development of Narrow Multi-Beam Forming Technology for Frequency Sharing in Direct Communication between LEO Satellites and Ground Terminals
When Satellites Work as One: Adaptive Beamforming for PicoSat Swarms
Yui Maruyama, Ryohei Tsuji, Akira Uchiyama, Hamada Rizk, Hirozumi Yamaguchi, Sumio Morioka, Takahiro Inagawa
ICDCN 2026 Poster/Demo
PDF DOI:10.1145/3737611.3776963Related Project:Research and Development of Narrow Multi-Beam Forming Technology for Frequency Sharing in Direct Communication between LEO Satellites and Ground Terminals
When Sensors Talk: LLM-Guided Object-Centric Collaboration for Distributed 3D Scene Understanding
Ziheng Xu, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo
PDF DOI:10.1145/3737611.3776964Related Project:セマンティック通信による多端末連携型の状況理解と消防システムへの適用

Conference details: ICDCN2026 Official Website

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