Research output per year
Research output per year
Personal profile
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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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LAMBDA: A Large Model Based Data Agent
Sun, M., Han, R., Jiang, B., Qi, H., Sun, D., Yuan, Y. & Huang, J., 2025, In: Journal of the American Statistical Association.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access1 Citation (Scopus) -
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 Access1 Citation (Scopus) -
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
18 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
2 Citations (Scopus)
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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Journal of the Operations Research Society of China (Journal)
Sun, D. (Associate editor)
Jul 2012 → …Activity: Publication peer-review and editorial work › Editorial work for journals