Projects per year
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Dive into the research topics where Chengpeng Hu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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PEER: The hyPEr ExpeRt collaborative AI assistant
Baier, H. (Project Manager), von Meijenfeldt, B. (Project member) & Hu, C. (Project member)
1/10/23 → 30/09/27
Project: Third tier
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Assessing Automatic Concept Extraction for Reinforcement Learning Policies
Hu, C., Zhang, Y. & Baier, H. J. S., 15 Aug 2026.Research output: Contribution to conference › Paper › Academic
Open AccessFile -
DiPRL: Learning Discrete Programmatic Policies via Architecture Entropy Regularization
Hu, C., Zhang, Y. & Baier, H., 18 May 2026, arXiv.org, 23 p.Research output: Working paper › Preprint › Academic
Open AccessFile1 Downloads (Pure) -
Reasoning in a Combinatorial and Constrained World: Benchmarking LLMs on Natural-Language Combinatorial Optimization
Jiang, X., Chen, J., Zhang, C., Gao, J., Hu, C., Zhang, C., Wu, Y. (Corresponding author) & Zhang, Y., Jul 2026, Findings of the Association for Computational Linguistics, ACL 2026. Liakata, M., Moreira, V. P., Zhang, J. & Jurgens, D. (eds.). Association for Computational Linguistics (ACL), p. 30592-30648 57 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile15 Downloads (Pure) -
Scheduling That Speaks: An Interpretable Programmatic Reinforcement Learning Framework
Hu, C., Zhang, Y. & Baier, H. J. S., 18 May 2026, arXiv.org, 33 p.Research output: Working paper › Preprint › Academic
Open AccessFile -
Why Not This Route? Counterfactual Explanations for Personalized Routing
Hu, C., Asadi, M., Speziali, P. & Baier, H. J. S. (Corresponding author), 9 Jun 2026, (Accepted/In press) In: Frontiers of Computer Science. XXResearch output: Contribution to journal › Letter › Academic › peer-review
Activities
- 1 Workshop, seminar, course or exhibition
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Counterfactual Routing Competition (IJCAI 2025)
Baier, H. (Organiser), Hu, C. (Organiser), Asadi, M. (Organiser) & Speziali, P. (Organiser)
17 Aug 2025Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
Courses
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Fundamentals of algorithmic programming for Operations Management
Wu, Y., de Kinderen, S., Dijkman, R. M., Jiang, X., Baer, G. & Hu, C. 1/09/23 → 31/08/27
Course