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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Dive into the research topics where Defeng Sun 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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Research output
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An Efficient Sieving-Based Secant Method for Sparse Optimization Problems with Least-Squares Constraints
Li, Q., Sun, D. & Yuan, Y., Jun 2024, In: SIAM Journal on Optimization. 34, 2, p. 2038-2066 29 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access1 Citation (Scopus) -
A Highly Efficient Algorithm for Solving Exclusive Lasso Problems
Lin, M., Yuan, Y., Sun, D. & Toh, K. C., 25 Sept 2023, In: Optimization Methods and Software. p. 1-30 30 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework
Wang, S., Xu, Y., Wang, Z., Chang, T. H., Quek, T. Q. S. & Sun, D., 27 Jun 2023, AAAI-23 Technical Tracks 8. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 10175-10183 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
2 Citations (Scopus) -
Convex and Nonconvex Risk-Based Linear Regression at Scale
Wu, C., Cui, Y., Li, D. & Sun, D., Jul 2023, In: INFORMS Journal on Computing. 35, 4, p. 797-816 20 p.Research output: Journal article publication › Journal article › Academic research › peer-review
1 Citation (Scopus) -
Learning Graph Laplacian with MCP
Zhang, Y., Toh, K. C. & Sun, D., Nov 2023, In: Optimization Methods and Software. p. 1-32 32 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access
Prizes
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Beale--Orchard-Hays Prize for Excellence in Computational Mathematical Programming
Sun, D. (Recipient), Toh, K.-C. (Recipient) & Yang, L. (Recipient), 1 Jul 2018
Prize: Prize (research)
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Journal of Optimization Theory and Applications (Journal)
Sun, D. (Associate editor)
Jul 2021 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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Science in China, Series A: Mathematics (Journal)
Sun, D. (Associate editor)
Jan 2018 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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Journal of Computational Mathematics (Journal)
Sun, D. (Associate editor)
Jul 2017 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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Asia-Pacific Journal of Operational Research (Journal)
Sun, D. (Advisory board member)
Jan 2014 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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SIAM Journal on Optimization (Journal)
Sun, D. (Associate editor)
Jan 2012 → …Activity: Publication peer-review and editorial work › Editorial work for journals