Research output per year
Research output per year
Search results
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2024
Graph Neural Network-Based Molecular Property Prediction with Patch Aggregation
See, T. J., Zhang, D., Boley, M. & Chalmers, D. K., 2024, (Accepted/In press) In: Journal of Chemical Theory and Computation.Research output: Journal Publication › Article › peer-review
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GraphormerDTI: A graph transformer-based approach for drug-target interaction prediction
Gao, M., Zhang, D., Chen, Y., Zhang, Y., Wang, Z., Wang, X., Li, S., Guo, Y., Webb, G. I., Nguyen, A. T. N., May, L. & Song, J., May 2024, In: Computers in Biology and Medicine. 173, 108339.Research output: Journal Publication › Article › peer-review
Open Access -
Towards complex dynamic physics system simulation with graph neural ordinary equations
Shi, G., Zhang, D., Jin, M., Pan, S. & Yu, P. S., Aug 2024, In: Neural Networks. 176, 106341.Research output: Journal Publication › Article › peer-review
Open Access -
2023
Learning urban region representations with POIs and hierarchical graph infomax
Huang, W., Zhang, D., Mai, G., Guo, X. & Cui, L., Feb 2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 196, p. 134-145 12 p.Research output: Journal Publication › Article › peer-review
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Link Prediction with Contextualized Self-Supervision
Zhang, D., Yin, J. & Yu, P. S., 1 Jul 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 7, p. 7138-7151 14 p.Research output: Journal Publication › Article › peer-review
Open Access -
Spectral Dual-Channel Encoding for Image Dehazing
Zhu, Z., Zhang, D., Wang, Z., Feng, S. & Duan, P., 1 Nov 2023, In: IEEE Transactions on Circuits and Systems for Video Technology. 33, 11, p. 6236-6248 13 p.Research output: Journal Publication › Article › peer-review
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Surformer: An interpretable pattern-perceptive survival transformer for cancer survival prediction from histopathology whole slide images
Wang, Z., Gao, Q., Yi, X., Zhang, X., Zhang, Y., Zhang, D., Liò, P., Bain, C., Bassed, R., Li, S., Guo, Y., Imoto, S., Yao, J., Daly, R. J. & Song, J., Nov 2023, In: Computer Methods and Programs in Biomedicine. 241, 107733.Research output: Journal Publication › Article › peer-review
Open Access -
Tuning the mechanical anisotropy of biphenylene by boron and nitrogen doping
Ren, X., Wang, K., Yu, Y., Zhang, D., Zhang, G. & Cheng, Y., 5 Apr 2023, In: Computational Materials Science. 222, 112119.Research output: Journal Publication › Article › peer-review
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2022
Estimating urban functional distributions with semantics preserved POI embedding
Huang, W., Cui, L., Chen, M., Zhang, D. & Yao, Y., 2022, In: International Journal of Geographical Information Science. 36, 10, p. 1905-1930 26 p.Research output: Journal Publication › Article › peer-review
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2021
Search Efficient Binary Network Embedding
Zhang, D., Yin, J., Zhu, X. & Zhang, C., Jun 2021, In: ACM Transactions on Knowledge Discovery from Data. 15, 4, 3436892.Research output: Journal Publication › Article › peer-review
Open Access -
2019
Attributed network embedding via subspace discovery
Zhang, D., Yin, J., Zhu, X. & Zhang, C., 1 Nov 2019, In: Data Mining and Knowledge Discovery. 33, 6, p. 1953-1980 28 p.Research output: Journal Publication › Article › peer-review
Open Access