NewX | Research Hub

Citations & Impact

All-time

Citations

871

H-index

10

i10-index

11

Publications

20

Co-authors

24

list available

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Publications

10 items

SPDAlign: Interpretable Riemannian Alignment for EEG Forward Modeling Shifts

2026

Cited

0

ZeroMAG: Zero-Shot Multimodal Adapter Generation for Plug-and-Play EEG Foundation Models

2026

Cited

0

AutoBCI: Forecast-Guided Agentic Neural Architecture Discovery for EEG-Based Brain--Computer Interfaces

2026

Cited

0

Explaining Hyperbolic Neural Networks via Geometry-Aware Relevance Propagation

2026

Cited

0

EEG-PRIME: Prototype-Aligned Representation Learning with Multi-Level Conditioning for EEG Decoding

2026

Cited

0

InA-Probe: Instruction-Aware Active Probing for Time Series Forecasting with LLMs

2026

Cited

0

DLink: Distilling Layer-wise and Dominant Knowledge from EEG Foundation Models

2026

Cited

0

EEG-Based Multimodal Learning via Hyperbolic Mixture-of-Curvature Experts

2026

Cited

0

Resume

Academic Achievements

Multiple papers accepted by top-tier venues including NeurIPS-2025, IEEE Signal Processing Magazine, ACM MM-25, Neural Networks, IEEE TNSRE, EMBC-25, IEEE TNNLS, ICASSP-25, IEEE TIP, IEEE J-BHI, IEEE TAFFC, IJCNN-22, CVPRW-22, etc.
Ph.D. thesis titled 'Neurophysiology-Inspired Neural Networks for Affective Brain-Computer Interfaces' submitted and endorsed in 2022
LGGNet received the PREMIA Best Student Paper Awards Honourable Mention in 2023
Team achieved runner-up in the Valence-arousal estimation challenge of ABAW Competition at CVPR-22 in 2022
Filed PCT patent application (PCT/SG2022/050243) in 2022: 'Mental Arousal Level Regulation System and Method'

Co-authors

13 total