Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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Dive into the research topics where Dehui Dong 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Enhancing Rare Event Detection via Counterfactual Generation with Exogenous Variables
Tian, L., Du, D. & Chen, Y., 12 Apr 2026, WWW 2026 - Proceedings of the ACM Web Conference 2026. Association for Computing Machinery, Inc, p. 9463-9472 10 p. (WWW 2026 - Proceedings of the ACM Web Conference 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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ERCI: An Explainable Experience Replay Approach with Causal Inference for Deep Reinforcement Learning
Wang, J., Du, D., Tian, L., Chen, Y., Li, Y. & Li, Y. Y., 11 Apr 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 26 ed. Association for the Advancement of Artificial Intelligence, p. 27671-27679 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 26).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Link opens in a new tab Scopus citations -
Exogenous Isomorphism for Counterfactual Identifiability
Chen, Y. & Du, D., 2025, In: Proceedings of Machine Learning Research. 267, p. 8022-8064 43 p.Research output: Contribution to journal › Conference article › peer-review
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ExplainDrive: A Multimodal Chain-of-Thought Reasoning Approach for Explainable Automated Driving Systems
Yu, X., Peng, J., Li, H., Li, E. & Du, D., 2025, 2025 IEEE International Conference on Systems, Man, and Cybernetics: Navigating Frontiers: Smart Systems for a Dynamic World, SMC 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1946-1952 7 p. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Multi-Task Invariant Representation Imitation Learning for Autonomous Driving
Peng, J., Yu, X., Wang, J., Tian, L. & Du, D., 2025, 2025 IEEE International Conference on Robotics and Automation, ICRA 2025. Ott, C., Admoni, H., Behnke, S., Bogdan, S., Bolopion, A., Choi, Y., Ficuciello, F., Gans, N., Gosselin, C., Harada, K., Kayacan, E., Kim, H. J., Leutenegger, S., Liu, Z., Maiolino, P., Marques, L., Matsubara, T., Mavromatti, A., Minor, M., O'Kane, J., Park, H. W., Park, H.-W., Rekleitis, I., Renda, F., Ricci, E., Riek, L. D., Sabattini, L., Shen, S., Sun, Y., Wieber, P.-B., Yamane, K. & Yu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 8427-8433 7 p. (Proceedings - IEEE International Conference on Robotics and Automation).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review