Research output per year
Research output per year
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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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
Research output
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Efficient Online Learning for Networks of Two-Compartment Spiking Neurons
Yin, Y., Chen, X., Ma, C., Wu, J. & Tan, K. C., Mar 2024, The International Joint Conference on Neural Networks (IJCNN). p. 1-9Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation
Wu, X., Zhong, Y., Wu, J., Jiang, B. & Tan, K. C., Aug 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). p. 5235-5244 10 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Open Access -
Scaling Supervised Local Learning with Augmented Auxiliary Networks
Ma, C., Wu, J., Si, C. & Tan, K. C., May 2024, International Conference on Learning Representations. p. 1-18Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Open Access -
TC-LIF: A Two-Compartment Spiking Neuron Model for Long-term Sequential Modelling
Zhang, S., Yang, Q., Ma, C., Wu, J. & Tan, K. C., 25 Mar 2024, Proceedings of the AAAI Conference on Artificial Intelligence. 15 ed. Vol. 38. p. 16838-16847 10 p. (Proceedings of the AAAI Conference on Artificial Intelligence).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Open Access4 Citations (Scopus) -
基于自监督学习式进化的大规模复杂网络社区检测方法
Tan, K. C. (Inventor), Liu, S. (Inventor), Lin, Q. (Inventor) & Li, Q. (Inventor), 2024, Patent No. ZL202110665380.0, 16 Jun 2021Research output: Patents, agreements, assignments and companies › Patents granted
Prizes
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Outstanding Paper Award
Tan, K. C. (Recipient), Feng, L. (Recipient) & Jiang, M. (Recipient), Jul 2023
Prize: Prize (research)
Activities
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Springer (Publisher)
Tan, K. C. (Editor in chief)
Jan 2021 → …Activity: Publication peer-review and editorial work › Review of books, other publications, or software
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IEEE Computational Intelligence Society (External organisation)
Tan, K. C. (Vice Chair / Vice President)
1 Jan 2021 → 31 Dec 2022Activity: Office holder / membership of professional bodies › Office holder / member of other professional body
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IEEE Transactions on Artificial Intelligence (Journal)
Tan, K. C. (Associate editor)
Jan 2021 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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Computational Intelligence
Tan, K. C. (Invited speaker)
25 Jun 2021Activity: Talk or presentation › Invited talk
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Evolutionary Transfer Optimization
Tan, K. C. (Keynote speaker)
8 Nov 2021Activity: Talk or presentation › Invited talk