Personal profile
Author IDs
ORCID iD: 0009-0008-7942-3191
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Dive into the research topics where Tiantian XIE is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations from the last five years
Recent external collaboration based on locations. Dive into details by clicking on the dots or
Research output
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CapsFormer: A Dual-Stream Causal-Aware Capsule-Transformer Network for EMG Signal Representation Learning
Wang, P., Xie, T., Zhou, Y., Gong, P., Sun, W., Zhang, X. & Chan, R. H. M., 26 Feb 2026, (Online published) In: IEEE Journal of Biomedical and Health Informatics.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Optimizing 3D point cloud representations for machine learning: Advances in down-sampling techniques
Xie, T., Liu, Q., Wang, P. & Chan, R. H. M., 14 Feb 2026, In: Neurocomputing. 666, 17 p., 132216.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Link opens in a new tab Citations (Scopus) -
Dynamic Graph Tranformer-Convolutional Network for Multi-Channel EMG Gesture Recognition
Wang, P., Xie, T. & Chan, R. H. M., 2025. 5 p.Research output: Conference Papers › RGC 31A - Invited conference paper (refereed items) › Yes › peer-review
1 Link opens in a new tab Citation (Scopus) -
Spatiotemporal Attention Learning Framework for Event-Driven Object Recognition
Xie, T., Wang, P. & Chan, R. H. M., 24 Mar 2025, (Presented).Research output: Conference Papers › RGC 33 - Other conference paper › peer-review
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TCPL: task-conditioned prompt learning for few-shot cross-subject motor imagery EEG decoding
Wang, P., Xie, T., Zhou, Y., Gong, P. & Chan, R. H. M., 2025, In: Frontiers in Neuroscience. 19Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)
Prizes
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IEEE NSENS 2025 Best student paper
XIE, T. (Recipient), WANG, P. (Recipient) & CHAN, H. M. (Recipient), 2025
Prize: RGC 64B - Prizes and awards