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 (WS1: ASCENT)
- Yanlong Ouyang, Shin Mizutani, Yasue Kishino
Transformer-Based Resource and Stage-Aware Scheduling for Model-Parallel LLM Inference (WS2: DistLLM)
- Rami Naeem, Tengis Buyantogtokh, Hamada Rizk, Tatsuya Amano, Hirozumi Yamaguchi
A Questionnaire-Only Counterfactual Machine Learning Approach to Assess the Spatial Impact of Green Mobility Vehicles in Urban Parks: A Wakayama Castle Case Study (WS5: IWNDSC2026)
- Rami Naeem, Srikant Manas, Tatsuya Amano, Hirozumi Yamaguchi
Challenges for Federated Crowd Management in Smart Cities (WS5: IWNDSC2026)
- Daniela Nicklas, Leonie Ackermann, Debasree Das, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi
[Doctoral Symposium (3)]
A Transformer-based Approach for Attribute-Aware Route Optimization Guided by ILP Solutions
- Riku Nakao, Akihito Hiromori, Hamada Rizk, Hirozumi Yamaguchi
Socially-Aware Robot Navigation Using Large Language Models: System and Evaluation
- Xuqing Liu, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi
High-Reliability Network-Distributed MoE-LLM System
- Haruki Yonekura, Hirozumi Yamaguchi
[Poster and Demo (9)]
Short-Term Crowd Prediction through Continuous Observation
- Atsuhiro Yano, Tatsuya Amano, Hirozumi Yamaguchi
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
LLM-Augmented Driving Behavior Planning for Autonomous Vehicle
- Aidana Baimbetova, Haruki Yonekura, Hamada Rizk, Hirozumi Yamaguchi
Bayesian Optimization Approach for Crowd Flow Modeling on Railway Station Platforms
- Yu Yasuda, Tatsuya Amano, Hirozumi Yamaguchi
Rapid Policy Impact Estimation for Pedestrian Flow Using Neural Network Surrogates
- Fukuharu Tanaka, Tatsuya Amano, Akira Uchiyama, Akihito Hiromori, Hirozumi Yamaguchi
Environment-Aware Modeling and Analysis for LoRa Emergency Network Scheduling
- Yuto Inaba, Tatsuya Amano, Akihito Hiromori, Hirozumi Yamaguchi
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
When Satellites Work as One: Adaptive Beamforming for PicoSat Swarms
- Yui Maruyama, Ryohei Tsuji, Akira Uchiyama, Hamada Rizk, Hirozumi Yamaguchi, Sumio Morioka, Takahiro Inagawa
When Sensors Talk: LLM-Guided Object-Centric Collaboration for Distributed 3D Scene Understanding
- Ziheng Xu, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi
Conference details: https://sites.google.com/view/icdcn2026/home
Publications & Talks
