Publications

2030

    2029

      2028

        2027

          2026

          1. ICML’26
            A Tale of Two Graphs: Separating Knowledge Exploration from Outline Structure for Open-Ended Deep Research
            Shi, Zhuofan, Ma, Ming, Yao, Zekun, Yang, Fangkai, Zhang, Jue, Han, Dongge, RĂĽhle, Victor, Lin, Qingwei, Rajmohan, Saravan, and Zhang, Dongmei
            Forty-Third International Conference on Machine Learning 2026
          2. ICML’26
            Acon: Optimizing context compression for long-horizon llm agents
            Kang, Minki, Chen, Wei-Ning, Han, Dongge, Inan, Huseyin A, Wutschitz, Lukas, Chen, Yanzhi, Sim, Robert, and Rajmohan, Saravan
            Forty-Third International Conference on Machine Learning 2026
          3. AAMAS’26
            Legomem: Modular procedural memory for multi-agent llm systems for workflow automation
            Han, Dongge, Couturier, Camille, Diaz, Daniel Madrigal, Zhang, Xuchao, RĂĽhle, Victor, and Rajmohan, Saravan
            25th International Conference on Autonomous Agents and Multiagent Systems 2026

          2025

          1. Arxiv
            Odysseybench: Evaluating llm agents on long-horizon complex office application workflows
            Wang, Weixuan, Han, Dongge, Diaz, Daniel Madrigal, Xu, Jin, RĂĽhle, Victor, and Rajmohan, Saravan
            arXiv preprint arXiv:2508.09124 2025
          2. COLING’25
            Llm-personalize: Aligning llm planners with human preferences via reinforced self-training for housekeeping robots
            Han, Dongge, McInroe, Trevor, Jelley, Adam, Albrecht, Stefano V, Bell, Peter, and Storkey, Amos
            In 2025

          2024

            2023

              2022

              1. AAMAS’22
                Multiagent Model-based Credit Assignment for Continuous Control
                Han, Dongge, Lu, Chris Xiaoxuan, Michalak, Tomasz P., and Wooldridge, Michael
                In The 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS) 2022
                arXiv
              2. IJCAI’22
                Option Transfer and SMDP Abstraction with Successor Features
                Han, Dongge, and Tschiatschek, Sebastian
                The 31st International Joint Conference on Artificial Intelligence 2022
                arXiv
              3. IEEE TAI
                Replication Robust Payoff Allocation in Submodular Cooperative Games
                Han, Dongge, Wooldridge, Michael, Rogers, Alex, Tople, Shruti, Ohrimenko, Olga, and Tschiatschek, Sebastian
                IEEE Transactions on Artificial Intelligence 2022
                arXiv

              2021

              1. Oxford
                Game-theoretic payoff allocation in multiagent machine learning systems
                Han, Dongge
                2021
              2. Inf. Comput.
                Behavioural strategies in weighted Boolean games
                Han, Dongge, Harrenstein, Paul, Nugent, Steven, Philpott, Jonathan, and Wooldridge, Michael
                Information and Computation 2021
                HTML

              2020

                2019

                1. AAMAS’19
                  Multi-Agent Hierarchical Reinforcement Learning with Dynamic Termination
                  Han, Dongge, Boehmer, Wendelin, Wooldridge, Michael, and Rogers, Alex
                  In Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems 2019
                  arXiv