Ms. CHEN Siya (陳思涯)

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Research Output

  1. 2025
  2. Online published

    OpenRANet: Neuralized Spectrum Access by Joint Subcarrier and Power Allocation With Optimization-based Deep Learning

    Chen, S., Tan, C. W., Zhai, X. & Poor, H. V., 12 Feb 2025, (Online published) In: IEEE Transactions on Green Communications and Networking.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  3. Published

    Exploring the impact of APOE ɛ4 on functional connectivity in Alzheimer's disease across cognitive impairment levels

    Dong, K., Liang, W., Hou, T., Lu, Z., Hao, Y., Li, C. & Qiu, Y. & 13 others, Kong, N., Cheng, Y., Wen, Y., Ma, W., Zheng, W., Guan, J., Lin, Y., Huang, K., Zhang, L., Chen, S., Ma, X., Wu, R. & Wei, N., Jan 2025, In: NeuroImage. 305, 120951.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  4. Published

    DeepTrace: Learning to Optimize Contact Tracing in Epidemic Networks with Graph Neural Networks

    Tan, C. W., Yu, P.-D., Chen, S. & Poor, H. V., 2025, In: IEEE Transactions on Signal and Information Processing over Networks. 11, p. 97-113

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  5. 2024
  6. Published

    Meso-scale reorganization of local–global brain networks under mild sedation of propofol anesthesia

    Dong, K., Zhang, L., Zhong, Y., Xu, T., Zhao, Y., Chen, S. & Mahmoud, S. S. & 1 others, Fang, Q., 15 Aug 2024, In: NeuroImage. 297, 120744.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  7. Published

    Neural Sum Rate Maximization for AI-Native Wireless Networks: Alternating Direction Method of Multipliers Framework and Algorithm Unrolling

    Chen, S. & Tan, C. W., Jun 2024, NetAISys '24: Proceedings of the 2nd International Workshop on Networked AI Systems. Association for Computing Machinery (ACM), p. 13-18

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 2
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  8. Published

    Linear Regression for Implicit Standard Interference Function in Wireless Networks under General Fading Environments

    Chen, S. & Tan, C. W., 2024, 2024 IEEE/CIC International Conference on Communications in China (ICCC). Institute of Electrical and Electronics Engineers, Inc., p. 815-820 (IEEE/CIC International Conference on Communications in China, ICCC).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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  9. 2023
  10. Published

    MEGA: Machine Learning-Enhanced Graph Analytics for Infodemic Risk Management

    Hang, C. N., Yu, P.-D., Chen, S., Tan, C. W. & Chen, G., Dec 2023, In: IEEE Journal of Biomedical and Health Informatics. 27, 12, p. 6100-6111

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 10
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  11. Published

    Neural Sum Rate Maximization with Deep Unrolling

    Chen, S. & Tan, C. W., Dec 2023, GLOBECOM 2023 - 2023 IEEE Global Communications Conference. Institute of Electrical and Electronics Engineers, Inc., p. 326-331 (Proceedings - IEEE Global Communications Conference, GLOBECOM).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 6
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  12. 2022
  13. Published

    Fast Breadth-First Search Approximation for Epidemic Source Inference

    Li, C., Chen, S. & Tan, C. W., 2022, 2022 56th Annual Conference on Information Sciences and Systems (CISS). Institute of Electrical and Electronics Engineers, Inc., p. 194-199 (Annual Conference on Information Sciences and Systems, CISS).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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  14. Published

    Identifying the Superspreader in Proactive Backward Contact Tracing by Deep Learning

    Chen, S., Yu, P.-D., Tan, C. W. & Poor, H. V., 2022, 2022 56th Annual Conference on Information Sciences and Systems (CISS). Institute of Electrical and Electronics Engineers, Inc., p. 43-48 (Annual Conference on Information Sciences and Systems, CISS).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 5
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  15. 2021
  16. Published

    Fault-Tolerant Computation Meets Network Coding: Optimal Scheduling in Parallel Computing

    Li, C., Tan, C. W., Li, J. & Chen, S., Dec 2021, 2021 IEEE Global Communications Conference (GLOBECOM): Proceedings. Institute of Electrical and Electronics Engineers, Inc., 6 p. (IEEE Global Communications Conference, GLOBECOM - Proceedings).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 2
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