Publications

After October 2022 | Before September 2022

After October 2022

Journal Papers

Ryutaro Yokotsuji, Donghui Lin, and Fumito Uwano, “An Interoperable IoT Service Platform for Supporting the Development of LLM Agents,” IEICE Transactions on Information and Systems, 2026. [DOI]
Xin Zhou, Aixin Sun, Jie Zhang, and Donghui Lin, “The Crowd in MOOCs: A Study of Learning Patterns at Scale,” Interactive Learning Environments, 33(3): 2136–2150, 2025. [DOI]

Chapters in Books

Donghui Lin, “Designing and Analyzing Human-in-the-loop Service Compositions,” in Human-Centered Services Computing for Smart Cities, Yohei Murakami and Kosaku Kimura, Eds., pp.23-56, Springer, 2024. [DOI]

International Conferences/Workshops

Shiyao Ding, Fumito Uwano, Hideki Aoyama, and Donghui Lin, “Drone Routing Problems Challenge,” The 25th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2026), Demonstration Track, May, 2026.
Ryoichiro Ogawa, Donghui Lin, and Fumito Uwano, “Designing LLM Agents for User-Centered Language Service Selection,” The 15th International Conference on Language Resources and Evaluation (LREC 2026), May, 2026.
Tenyu Matsumoto, Fumito Uwano, Manabu Ohta, and Donghui Lin, “Multi-Vessel Route Planning under Limited Onboard Sensing via Asymmetric Reinforcement Learning,” The 31st International Symposium on Artificial Life and Robotics (AROB 2026), January, 2026
Ryotaro Murakami, Fumito Uwano, Manabu Ohta, and Donghui Lin, “Natural-Language-Supported Reinforcement Learning via Large Language Model in Sparse-Reward Environments,” The 31st International Symposium on Artificial Life and Robotics (AROB 2026), January, 2026
Ryotaro Murakami, Donghui Lin, Manabu Ohta, and Fumito Uwano, “Language-Assisted Reinforcement Learning via LLM-Generated Hints in ScriptWorld,” 2025 IEEE 14th Global Conference on Consumer Electronics (GCCE 2025), September, 2025
Toru Ishida, Yohei Murakami, Donghui Lin, and Kemas Muslim Lhaksmana, “AI Agents: From Concept to Code to Commerce,” 2025 International Conference on Information and Communication Technology (ICoICT 2025), July, 2025. [DOI] (Invited Talk)
Ryutaro Yokotsuji, Donghui Lin, and Fumito Uwano, “LLM-based Interoperable IoT Service Platform,” The 23rd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (IEEE/WIC WI-IAT 2024), Bangkok, Thailand, December 2024.
Masahiro Kaji, Donghui Lin, and Fumito Uwano, “Safe Multi-agent Reinforcement Learning for Drone Routing Problems,” The 25th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2024), Kyoto, Japan, November 2024.
Shiyao Ding, Hideki Aoyama, and Donghui Lin, “MARL4DRP: Benchmarking Cooperative Multi-Agent Reinforcement Learning Algorithms for Drone Routing Problems,” 20th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2023), pp.459-465, Jakarta, Indonesia, Nov. 2023. [DOI]
Hideki Aoyama, Atuyoshi Kita, Shiyao Ding, and Donghui Lin, “Drone Routing Problem: Multi-agent Path Finding Problem for Safe and Efﬁcient Last-mile Delivery,” Last-Mile Robotics Workshop on IEEE/RSJ International Conference on Intelligent Robots and Systems (IEEE/RSJ IROS 2023), Detroit, Michigan, USA, Oct. 2023.
Xin Zhou, Donghui Lin, Yong Liu, Chunyan Miao, “Layer-refined Graph Convolutional Networks for Recommendation,” The 39th IEEE International Conference on Data Engineering (IEEE ICDE 2023), pp.1247-1259, Anaheim, California, USA, April, 2023. [DOI]

Domestic Conferences (in Japan)

Nanami Takita，Donghui Lin，”Constraint-Aware IoT Service Design with LLM Agents,” 電子情報通信学会第58回サービスコンピューティング研究会, 2026年5月.（若手奨励賞）
小田晴大，林　冬惠，”参加型LLMマルチエージェントシミュレーション環境の設計,” 2026年電子情報通信学会総合大会, 2026年3月.
山口侑志，林　冬惠，”マルチエージェント強化学習によるドローン配送問題のための潜在報酬の設計,” 2026年電子情報通信学会総合大会, 2026年3月.
瀧田七海，林　冬惠，”IoT環境におけるユーザ要求に応じた制約推論型LLMエージェントの設計,” 2026年電子情報通信学会総合大会, 2026年3月.
北　和樹，林　冬惠，”リソース制約を考慮した異種モデル構造間連合学習におけるクライアント選択,” 電子情報通信学会第54回サービスコンピューティング研究会, 2025年6月.
小川諒一郎，林　冬惠，”大規模言語モデルを用いたAI推論サービスの選択,” 電子情報通信学会第54回サービスコンピューティング研究会, 2025年6月.（若手奨励賞）
中田琉希，横辻龍太郎，林　冬惠，”IoTサービスの相互運用に基づくAIエージェントの設計,” 電子情報通信学会第54回サービスコンピューティング研究会, 2025年6月.
村松俊輔，林　冬惠，”状況依存会話型翻訳を⽀援する AIエージェントの設計,” 2025年電子情報通信学会総合大会, 2025年3月.
西川昌弥，林　冬惠，上野　史，”移動障害物を考慮した連続時間多目的安全区間経路計画,” 第52回知能システムシンポジウム, 2025年3月.
横辻龍太郎，林　冬惠，”大規模言語モデルを活用したIoTサービス基盤の構築,” 第23回情報科学技術フォーラム (FIT 2024), 2024年3月.
加地正拡，林　冬惠，”ドローン配送問題のための安全制約付きマルチエージェント強化学習,” 第23回情報科学技術フォーラム (FIT 2024), 2024年3月.
横辻龍太郎，林　冬惠，”大規模言語モデルに基づくIoTサービスの実現,” 第86回情報処理学会全国大会 (IPSJ 2024), 2024年3月.
村松俊輔，林　冬惠，”強化学習に基づくドローン配送問題の報酬設計,” 第86回情報処理学会全国大会 (IPSJ 2024), 2024年3月.
西川昌弥，林　冬惠，”強化学習に基づくマルチエージェント経路探索問題の環境構築,” 第86回情報処理学会全国大会 (IPSJ 2024), 2024年3月.
北　和樹，林　冬惠，”エッジAIにおける軽量化した推論モデルの性能分析,” 第86回情報処理学会全国大会 (IPSJ 2024), 2024年3月.
加地正拡，林　冬惠，”安全なマルチエージェント強化学習によるドローン配送,” 第86回情報処理学会全国大会 (IPSJ 2024), 2024年3月.

Before September 2022

Books

Donghui Lin, Toru Ishida, Franco Zambonelli, and Itsuki Noda, Eds., Massively Multi-Agent Systems II. Lecture Notes in Artificial Intelligence, 11422, Springer, 2019. ISBN 978-3-030-20936-0. [DOI]
Yohei Murakami, Donghui Lin, Toru Ishida, Eds., Services Computing for Language Resources. Springer, 2018. ISBN 978-981-10-7793-7. [DOI]
Yohei Murakami and Donghui Lin, Eds., Worldwide Language Service Infrastructure. Lecture Notes in Artificial Intelligence, 9442, Springer, 2016. ISBN 978-3-319-31467-9. [DOI]

Journal Papers

Huichen Chou, Donghui Lin and Toru Ishida, “Understanding Open Collaboration of Wikipedia Good Articles with Factor Analysis,” Journal of Information and Knowledge Management, 21(2), 2250030, 2022. [DOI]
Shiyao Ding and Donghui Lin, “Multi-Agent Reinforcement Learning for Cooperative Task Offloading in Distributed Edge Cloud Computing,” IEICE Transactions on Information and Systems, E105-D(5), pp.936-945, 2022. [DOI]
Jiuchuan Jiang, Bo An, Yichuan Jiang, and Donghui Lin, “Context-aware Reliable Crowdsourcing in Social Networks,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, 50(2), pp.617-632, 2020. [DOI]
Donghui Lin, Yohei Murakami, and Toru Ishida, “Towards Language Service Creation and Customization for Low-Resource Languages,” Information, 11(2), 67, 2020. [PDF][DOI]
Mondheera Pituxcoosuvarn, Takao Nakaguchi, Donghui Lin and Toru Ishida, “Privacy-Aware Best-Balanced Multilingual Communication,” IEICE Transactions on Information and Systems, E103-D(6), pp.1288-1296, 2020. [PDF][DOI]
Jiuchuan Jiang, Bo An, Yichuan Jiang, Donghui Lin, Zhan Bu, Jie Cao, and Zhifeng Hao, “Understanding Crowdsourcing Systems from a Multiagent Perspective and Approach,” ACM Transactions on Autonomous and Adaptive Systems, 13(2), 8, 2018. [DOI]
Toru Ishida, Yohei Murakami, Donghui Lin, Takao Nakaguchi, and Masayuki Otani, “Language Service Infrastructure on the Web: The Language Grid,” IEEE Computer, 51(6), pp.72-81, 2018. [DOI]
Mairidan Wushouer, Donghui Lin, Toru Ishida, and Katsutoshi Hirayama, “A Constraint Approach to Pivot-based Bilingual Dictionary Induction,” ACM Transactions on Asian and Low-Resource Language Information Processing, 15(1), 4, 2016. [DOI]
Chunqi Shi, Toru Ishida, and Donghui Lin, “Translation Agent: A New Metaphor for Machine Translation,” New Generation Computing, 32(2), pp.163-186, 2014. [DOI]
Donghui Lin and Toru Ishida, “Coordination of Local Process Views in Interorganizational Business Process,” IEICE Transactions on Information and Systems, E97-D(5), pp.1119-1126, 2014. [PDF][DOI]
Donghui Lin, Toru Ishida, Yohei Murakami and Masahiro Tanaka, “QoS Analysis for Service Composition by Human and Web Services,” IEICE Transactions on Information and Systems, E97-D(4), pp.762-769, 2014. [PDF][DOI]
Yichuan Jiang, Jing Hu and Donghui Lin, “Decision Making of Networked Multiagent Systems for Interaction Structures,” IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, 41(6), pp.1107-1121, 2011. [DOI]

Journal Papers (in Japanese)

大川楠人, 林冬惠, 村上陽平, 中口孝雄. 異種のIoTデバイスとWebサービスの相互運用のためのIoTサービス基盤, 電子情報通信学会論文誌D, Vol.J105-D, No.01, pp.41-51, 2022. [PDF][DOI]
林冬惠, 石田亨, 村上陽平, 大谷雅之, 中口孝雄. 言語グリッドを用いた多言語農業支援, 電子情報通信学会論文誌B, Vol.J100-B, No.9, pp.714-721, 2017.（100周年記念招待論文）[PDF][DOI]
後藤真介，石田亨，林冬惠. 繰り返しおよび並列プロセスからなるクラウドソーシングワークフローの最適化, 電子情報通信学会論文誌D, Vol.J99-D, No.11, pp.1094-1101, 2016. [DOI]
村上陽平，林冬惠，石田亨，田仲正弘. 多言語サービス基盤のための連邦アーキテクチャ，電子情報通信学会論文誌D，Vol.J97-D, No.6, pp.1094-1101, 2014．
石田亨，村上陽平，稲葉利江子，林冬惠，田仲正弘. 言語グリッド：サービス指向の多言語基盤，電子情報通信学会論文誌D, Vol.J95-D, No.1, pp.2-10, 2012. (招待論文) [PDF]

Chapters in Books

Donghui Lin, Yohei Murakami and Toru Ishida, “Integrating Internet of Services and Internet of Things from a Multiagent Perspective,” in Massively Multi-Agent Systems II, Donghui Lin, Toru Ishida, Franco Zambonelli, and Itsuki Noda, Eds., pp.36-49, Springer, 2019. [DOI]
Yohei Murakami, Takao Nakaguchi, Donghui Lin, and Toru Ishida, “Two-Layer Architecture for Distributed Massively Multi-agent Systems,” in Massively Multi-Agent Systems II, Donghui Lin, Toru Ishida, Franco Zambonelli, and Itsuki Noda, Eds., pp.53-65, Springer, 2019. [DOI]
Donghui Lin, Toru Ishida and Yohei Murakami, “Language Service Design Based on User-Centered QoS,” in Services Computing for Language Resources, Yohei Murakami, Donghui Lin and Toru Ishida, Eds., pp.125-137, Springer, 2018. [DOI]
Toru Ishida, Donghui Lin, Masayuki Otani, Shigeo Matsubara, Yohei Murakami, Reiko Hishiyama, Yuu Nakajima, Toshiyuki Takasaki, and Yumiko Mori, “Field-Oriented Service Design: A Multiagent Approach,” in Serviceology for Designing the Future, Takashi Maeno, et.al. Eds., pp.451-463, Springer, 2016. [DOI]
Donghui Lin, Toru Ishida, and Masayuki Otani, “A Value Co-Creation Model for Multi-Language Knowledge Communication,” in Serviceology for Designing the Future, Takashi Maeno, et.al. Eds., pp.435-447, Springer, 2016. [DOI]
Donghui Lin and Toru Ishida, “User-Centered Service Design for Multi-Language Knowledge Communication,” in Serviceology for Services, Masaaki Mochimaru, et.al. Eds., pp.309-317, Springer, 2014. [DOI]
Yohei Murakami, Donghui Lin, and Toru Ishida, “Service-Oriented Architecture for Interoperability of Multi-Language Services,” in Towards the Multilingual Semantic Web, Paul Buitelaar and Philipp Cimiano, Eds., pp.313-328, Springer, 2014. [DOI]
Donghui Lin, “Humans in the Loop of Localization Processes,” in The Language Grid: Service-Oriented Collective Intelligence for Language Resource Interoperability, Toru Ishida, Ed., pp.201-213, Cognitive Technologies Series, Springer, 2011. [DOI]
Toru Ishida, Yohei Murakami, Donghui Lin, “The Language Grid: Service-Oriented Approach to Sharing Language Resources,” in The Language Grid: Service-Oriented Collective Intelligence for Language Resource Interoperability, Toru Ishida, Ed., pp.3-17, Cognitive Technologies Series, Springer, 2011. [DOI]
Yohei Murakami, Donghui Lin, Masahiro Tanaka, Takao Nakaguchi and Toru Ishida, “Service Grid Architecture,” in The Language Grid: Service-Oriented Collective Intelligence for Language Resource Interoperability, Toru Ishida, Ed., pp.19-34, Cognitive Technologies Series, Springer, 2011. [DOI]

International Conferences/Workshops

Shiyao Ding, Hideki Aoyama, and Donghui Lin, “Combining Multiagent Reinforcement Learning and Search Method for Drone Delivery on a Non-Grid Graph,” 20th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), pp.112-126, L’Aquila, Italy, July, 2022. [DOI]
Shiyao Ding, Donghui Lin, and Xin Zhou, “Graph Convolutional Reinforcement Learning for Dependent Task Allocation in Edge Computing,” The 5th IEEE International Conference on Agents (IEEE ICA 2021), pp.25-30, Japan, December, 2021. [DOI] (Best Student Paper Award)
Shiyao Ding and Donghui Lin, “Dynamic Task Allocation for Cost-Efficient Edge Cloud Computing,” The 17th IEEE International Conference on Services Computing (IEEE SCC 2020), pp.218-225, Beijing, China, October, 2020. [DOI]
Donghui Lin, Masayuki Otani, Ryosuke Okuno, and Toru Ishida, “Designing Multilingual Interactive Agents using Small Dialogue Corpora,” The 12th International Conference on Language Resources and Evaluation (LREC 2020), pp.662-667, May, 2020. [PDF]
Jiapeng Dai, Donghui Lin, and Toru Ishida, “A Two-phase Method of QoS Prediction for Situated Service Recommendation,” The 15th IEEE International Conference on Services Computing (IEEE SCC 2018), pp.137-144, San Francisco, USA, July, 2018. [DOI]
Donghui Lin, Yohei Murakami, and Toru Ishida, “A Framework for Multi-Language Service Design with the Language Grid,” The 11th International Conference on Language Resources and Evaluation (LREC 2018), pp.3276-3281, May, 2018. [PDF]
Junta Koyama, Yohei Murakami, and Donghui Lin, “Situated Sensor Composition For Event-Based System,” The 14th IEEE International Conference on Services Computing (IEEE SCC 2017), pp.212-219, Honolulu, USA, 2017. [DOI]
Shinsuke Goto, Toru Ishida, and Donghui Lin, “Understanding Crowdsourcing Workflow: Modeling and Optimizing Iterative and Parallel Processes,” The Fourth AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2016), pp.52-58, October, 2016. [PDF]
Xin Zhou, Donghui Lin, Toru Ishida, “Evaluating Reputation of Web Services under Rating Scarcity,” 2016 IEEE International Conference on Services Computing (IEEE SCC 2016), pp.211-218, June, 2016. [DOI]
Donghui Lin and Toru Ishida, “Participatory Service Design Based on User-Centered QoS,” The 2013 IEEE/WIC/ACM International Conference on Web Intelligence (IEEE/WIC/ACM WI13), November, pp.465-472, Nov. 2013. [DOI]
Chunqi Shi, Donghui Lin, and Toru Ishida, “Agent Metaphor for Machine Translation Mediated Communication,” 18th ACM International Conference on Intelligent User Interfaces (ACM IUI 2013), pp. 67-74, March, 2013. [DOI]
Donghui Lin, Chunqi Shi, and Toru Ishida, “Dynamic Service Selection Based on Context-Aware QoS,” 2012 IEEE International Conference on Services Computing (IEEE SCC 2012), pp.641-648, June, 2012. [DOI]
Chunqi Shi, Donghui Lin, and Toru Ishida, “User-Centered QoS Computation for Web Service Selection,” 2012 IEEE International Conference on Web Services (IEEE ICWS 2012), pp.456-463, June, 2012. [DOI]
Masahiro Tanaka, Yohei Murakami, Donghui Lin, and Toru Ishida, “A Service Binding Framework for Open Environment,” 2012 IEEE International Conference on Services Computing (IEEE SCC 2012), pp.226-233, June, 2012. [DOI]
Yohei Murakami, Masahiro Tanaka, Donghui Lin, and Toru Ishida, “Service Grid Federation Architecture for Heterogeneous Domain,” 2012 IEEE International Conference on Services Computing (IEEE SCC 2012), pp.539-546, June, 2012. [DOI]
Toru Ishida, Yohei Murakami, Donghui Lin, Masahiro Tanaka, and Rieko Inaba, “Language Grid Revisited: An Infrastructure for Intercultural Collaboration,” 10th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2012), pp.1-16, March, 2012. (Invited Talk) [DOI]
Donghui Lin, Toru Ishida, Yohei Murakami and Masahiro Tanaka. “Improving Service Processes with the Crowds,” 9th International Conference on Service Oriented Computing (ICSOC 2011), Industry Track, pp.295-306, December, 2011. [PDF][DOI]
Masahiro Tanaka, Yohei Murakami and Donghui Lin, “A Service Execution Control Framework for Policy Enforcement,” 8th International Conference on Service Oriented Computing (ICSOC 2010), pp.108-121, December, 2010. [PDF][DOI]
Donghui Lin, Yohei Murakami, and Masahiro Tanaka, “Dynamic Service Invocation Control in Service Composition Environments,” 7th IEEE International Conference on Services Computing (IEEE SCC 2010), pp.25-32, July, 2010. [DOI]
Masahiro Tanaka, Yohei Murakami, Donghui Lin and Toru Ishida, “Service Supervision for Service-oriented Collective Intelligence,” 7th IEEE International Conference on Services Computing (IEEE SCC 2010), pp.154-161, July, 2010. [DOI]
Donghui Lin, Yoshiaki Murakami, Toru Ishida, Yohei Murakami and Masahiro Tanaka, “Composing Human and Machine Translation Services: Language Grid for Improving Localization Processes,” The 7th International Conference on Language Resources and Evaluation (LREC 2010), pp.500-506, May, 2010. [PDF]