Research output per year
Research output per year
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Dive into the research topics where W. 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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AquaSentinel: Next-Generation AI System Integrating Sensor Networks for Urban Underground Water Pipeline Anomaly Detection via Collaborative MoE-LLM Agent Architecture
Guo, Q., Khatri, B., Sun, W., Tang, J., Zhang, H. & Wang, W., 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 47, p. 40265-40271 7 p.Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile -
Data Management as a Foundation for Machine Learning Execution: Representing, Executing, and Physically Planning ML Workloads for Efficiency and Deployment
Sun, W., 2026, 148 p.Research output: Thesis › Dissertation (TU Delft)
Open AccessFile -
Ilargi: A GPU Compatible Factorized ML Model Training Framework
Sun, W. & Hai, R., 2026, Web Information Systems Engineering - WISE 2025 PhD Symposium, Demos and Workshops - 26th International Conference, Proceedings. Awan, I., Younas, M., Zhang, Y., Barhamgi, M. & Wang, H. (eds.). Singapore: Springer, p. 19-30 12 p. (Lecture Notes in Computer Science; vol. 16367 LNCS).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
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Accelerating machine learning queries with linear algebra query processing
Sun, W., Katsifodimos, A. & Hai, R., 2025, In: Distributed and Parallel Databases. 43, 1, 41 p., 8.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)47 Downloads (Pure) -
A Layered Multi-Expert Framework for Long-Context Mental Health Assessments
Tang, J., Guo, Q., Sun, W. & Shang, Y., 2025, Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025. IEEE, p. 435-440 6 p. (Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)3 Downloads (Pure)
Prizes
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SIGMOD 2025 Best Demonstration Award Runner-up
Sun, W. (Recipient), Li, Z. (Recipient) & Hai, R. (Recipient), Jun 2025
Prize: Prize (including medals and awards)
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