Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-6687-6377
Scopus Author ID: 57219775867
Fingerprint
Dive into the research topics where Shengyin SUN is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations from the last five years
Recent external collaboration based on locations. Dive into details by clicking on the dots or
Research output
-
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs
Sun, S. (Co-first Author), Ren, Y. (Co-first Author), Chen, J. & Ma, C., 2026, Database Systems for Advanced Applications: 30th International Conference, DASFAA 2025, Singapore, Singapore, May 26–29, 2025, Proceedings, Part VI. Zhu, F., Yu, P. S., Nadamoto, A., Lim, E.-P., Shim, K., Ding, W. & Zhang, B. (eds.). Springer Singapore, Vol. VI. p. 106-122 17 p. (Lecture Notes in Computer Science; vol. 15991).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
-
SCALING UP, SPEEDING UP: A BENCHMARK OF SPECULATIVE DECODING FOR EFFICIENT LLM TEST-TIME SCALING
Sun, S. (Co-first Author), Li, Y. (Co-first Author), Li, X., Lian, Y., Lin, W., Zhen, H.-L., Yang, Z., Yu, X., Chen, C., Yuan, M. & Ma, C., Apr 2026, (Online published) The International Conference on Learning Representations 2026. Vondrick, C., Hariharan, B., Raffel, C., Pinto, L., Yang, D. & Faust, A. (eds.).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
-
GDiffRetro: Retrosynthesis Prediction with Dual Graph Enhanced Molecular Representation and Diffusion Generation
Sun, S. (Co-first Author), Yu, W. (Co-first Author), Ren, Y., Du, W., Liu, L., Zhang, X., Hu, Y. & Ma, C., 2025, Proceedings of the 39th AAAI Conference on Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). AAAI Press, Vol. 39. p. 12595-12603Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
-
PHE: Structure and Semantic Enhanced Pre-Training of Graph Neural Networks for Large-Scale Heterogeneous Graphs
SUN, S., MA, C. & CHEN, J., Nov 2025, In: ACM Transactions on Knowledge Discovery from Data. 20, 1, 3.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Hyperbolic Contrastive Learning with Model-Augmentation for Knowledge-aware Recommendation
Sun, S. & Ma, C., 2024, Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2024 - Proceedings. Bifet, A., Davis, J., Krilavičius, T., Kull, M., Ntoutsi, E. & Žliobaitė, I. (eds.). Springer, Cham, Vol. Part I. p. 199–217 19 p. (Lecture Notes in Computer Science; vol. 14941).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
6 Link opens in a new tab Citations (Scopus)
Prizes
-
Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
SUN, S. (Recipient), 16 Aug 2025
Prize: RGC 64B - Prizes and awards
-
HKPFS Academic Excellence and QE Award
SUN, S. (Recipient), 1 Aug 2025
Prize: RGC 64B - Prizes and awards
-
HKPFS Academic Excellence and QE Award
SUN, S. (Recipient), 1 Aug 2024
Prize: RGC 64B - Prizes and awards
-
HKPFS Academic Excellence and QE Award
SUN, S. (Recipient), 1 Sept 2023
Prize: RGC 64B - Prizes and awards
-