Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-9028-5382
Research Interests/Areas
My research interests include the following topics:
- 3D genomics
- Epigenetics
- Machine learning
For academic collaborations, please contact [email protected]
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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Collaborations from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Topological identification and interpretation for single-cell epigenetic regulation elucidation in multi-tasks using scAGDE
Hao, G., Fan, Y., Yu, Z., Su, Y., Zhu, H., Wang, F., Chen, X., Yang, Y., Wang, G., Wong, K.-C. & Li, X., 2025, In: Nature Communications. 16, 1691.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile1 Citation (Scopus)14 Downloads (CityUHK Scholars) -
Unveiling Multi-Scale Architectural Features in Single-Cell Hi-C Data Using scCAFE
Wang, F., Lin, J., Alinejad-Rokny, H., Ma, W., Meng, L., Huang, L., Yu, J., Chen, N., Wang, Y., Yao, Z., Xie, W., Wong, K.-C. & Li, X., 24 Apr 2025, (Online published) In: Advanced Science. 2416432.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open Access -
A Unified Conditional Diffusion Framework for Dual Protein Targets-Based Bioactive Molecule Generation
Huang, L., Yuan, Z., Yan, H., Sheng, R., Liu, L., Wang, F., Xie, W., Chen, N., Huang, F., Huang, S., Wong, K.-C. & Zhang, Y., Sept 2024, In: IEEE Transactions on Artificial Intelligence. 5, 9, p. 4595-4606Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Citation (Scopus) -
MotifHub: Detection of trans-acting DNA motif group with probabilistic modeling algorithm
Liu, Z., Wong, H.-M., Chen, X., Lin, J., Zhang, S., Yan, S., Wang, F., Li, X. & Wong, K.-C., Jan 2024, In: Computers in Biology and Medicine. 168, 107753.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Citations (Scopus) -
scGREAT: Transformer-Based Deep-Language Model for Gene Regulatory Network Inference from Single-Cell Transcriptomics
Wang, Y., Chen, X., Zheng, Z., Huang, L., Xie, W., Wang, F., Zhang, Z. & Wong, K.-C., 19 Apr 2024, In: iScience. 27, 4, 109352.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile9 Citations (Scopus)7 Downloads (CityUHK Scholars)
Prizes
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Outstanding Academic Performance Award for Research Degree Students (non UGC-funded students)
WANG, F. (Recipient), 16 Aug 2023
Prize: RGC 64B - Prizes and awards
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
WANG, F. (Recipient), 16 Aug 2022
Prize: RGC 64B - Prizes and awards
Thesis
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Exploring 3D Genome Organization with Deep Learning: Chromatin Architectural Feature Identification and Analysis
WANG, F. (Author), WONG, K. C. (Supervisor), 22 Oct 2024Student thesis: Doctoral Thesis