Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-8563-148X
Scopus Author ID: 57209804707
Impact
Research Interests/Areas
Autonomous Driving; Reinforcement Learning; Trajectory Prediction and Planning; Causality Mining; Natural Language Processing
Education/Academic qualification
BEng, SYSU
PhD, CityUHK
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 3 Good Health and Well-being
Fingerprint
Dive into the research topics where Xinhong CHEN is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations from the last five years
Recent external collaboration based on locations. Dive into details by clicking on the dots or
Research output
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A Generic Competitive-Cooperative Actor-Critic Framework for Deep Reinforcement Learning
Xu, M., Wen, Z., Chen, X., Zhao, G., Huang, J. & Wang, J., Jun 2026, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 48, 6, p. 7112-7128Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Link opens in a new tab Citation (Scopus) -
A Unified Experience Replay Framework for Spiking Deep Reinforcement Learning
Xu, M., Chen, X., Liu, B., Lin, Y.-R., Li, Y.-H. & Wang, J., Apr 2026, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 48, 4, p. 4275-4289Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Link opens in a new tab Citation (Scopus) -
A Unified Self-Regulating Training Framework for Federated Deep Reinforcement Learning
Xu, M., Chen, X., Chen, Z., Zhao, G., Jin, Y. & Wang, J., 14 Mar 2026, Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence. AAAI Press, Vol. 40. p. 27296-27304 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 32).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
Knowledge-aware replay for multi-label class-incremental learning
Cao, C., Chen, X., Song, Q., Tan, R., Li, Y.-H. & Wang, J., 15 Dec 2026, In: Expert Systems with Applications. 331, Part A, 18 p., 133167.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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MAPLE: A Modularized Framework for Learning-Based Planners to Integrate Prediction
Wen, Z., Zhou, Z., Chen, X., Wang, J., Li, Y.-H. & Huang, Y.-K., Feb 2026, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 10, 1, p. 358-368 11 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Prizes
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Gold Medal at the 51st International Exhibition of Inventions Geneva
WANG, J. (Recipient), CHEN, X. (Recipient), JIANG, Z. (Recipient), DENG, J. (Recipient), LI, M. (Recipient) & HU, H. (Recipient), Mar 2026
Prize: RGC 64B - Prizes and awards
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
CHEN, X. (Recipient), 16 Aug 2019
Prize: RGC 64B - Prizes and awards
Thesis
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Extracting Causal Relations and Recognizing Casual Conditions for Emotion Understanding in Texts
CHEN, X. (Author), WANG, J. (Supervisor) & Li, Q. (External Co-Supervisor), 17 May 2022Student thesis: Doctoral Thesis