Personal profile
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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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy
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Dive into the research topics where Siqi Cai 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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EEG-Based Neurosteered Speaker Extraction in Cocktail Party Environment Without Stimulus Reconstruction
Zhu, H. & Cai, S., Feb 2026, In: IEEE Transactions on Cognitive and Developmental Systems. 18, 1, p. 102-112 11 p.Research output: Contribution to journal › Article › peer-review
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Spiking neural networks for EEG signal analysis: From theory to practice
Cai, S., Lin, Z., Liu, X., Wei, W., Wang, S., Zhang, M., Schultz, T. & Li, H., Feb 2026, In: Neural Networks. 194, 108127.Research output: Contribution to journal › Article › peer-review
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ATGnet: Adaptive Temporal Graph Network for EEG-enabled Sound Source Tracking in Cocktail Party Scenarios
Pahuja, S., Ivucic, G., Cai, S., De Silva, D., Schultz, T. & Li, H., 2025, In: Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing.Research output: Contribution to journal › Conference article › peer-review
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Boosting Discriminability for Robust Multimodal Entity Linking with Visual Modality Missing
Lao, M., Li, Z., Guo, Y., Zhang, X., Cai, S., Ding, Z. & Li, H., 13 Jul 2025, SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 989-999 11 p. (SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Link opens in a new tab Scopus citations -
CA-NeuroSpex: Context-Informed Autoregressive Neuro-Guided Speaker Extraction
De Silva, D., Cai, S., Pahuja, S., Schultz, T. & Li, H., 2025, 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review