16 Papers Accepted at ICDCN2026
Publications & Talks

16 Papers Accepted at ICDCN2026

We will present 16 papers at ICDCN2026 (27th International Conference on Distributed Computing and Networking), to be held at Nara Kasugano International Forum IRAKA from January 6-9, 2026.

Workshop Papers (4)

Efficient Video Object Classification Using Class Prior Adaptation Under Continuous Class-Balance Changes
Yanlong Ouyang, Shin Mizutani, Yasue Kishino
ICDCN 2026 WS1: ASCENT

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

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
Related 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
Related 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
Related Project:地域を支える知のデジタライゼーションと共有基盤

Socially-Aware Robot Navigation Using Large Language Models: System and Evaluation
Xuqing Liu, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi
ICDCN 2026 Doctoral Symposium

High-Reliability Network-Distributed MoE-LLM System
Haruki Yonekura, Hirozumi Yamaguchi
ICDCN 2026 Doctoral Symposium

Poster and Demo (9)

Short-Term Crowd Prediction through Continuous Observation
Atsuhiro Yano, Tatsuya Amano, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo

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

LLM-Augmented Driving Behavior Planning for Autonomous Vehicle
Aidana Baimbetova, Haruki Yonekura, Hamada Rizk, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo
Related Project:地域を支える知のデジタライゼーションと共有基盤

Bayesian Optimization Approach for Crowd Flow Modeling on Railway Station Platforms
Yu Yasuda, Tatsuya Amano, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo
Related 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

Environment-Aware Modeling and Analysis for LoRa Emergency Network Scheduling
Yuto Inaba, Tatsuya Amano, Akihito Hiromori, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo

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
Related 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
Related 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

Conference details: ICDCN2026 Official Website

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