3 papers
cs.SD2026
Channel-Oriented Design for EEG-to-Music Reconstruction
Jiaxin Qing, Junwei Lu, Lexin Li
Brain-computer interfaces aim to decode naturalistic stimuli from neural signals, yet most progress to date has focused on vision and language. In this article, we study a more cha…
cs.LG2026
Dive into Waves: Morlet Spectral Transformer for Cross-Subject Emotion Decoding from EEG
Jiaxin Qing, Lexin Li
We study cross-subject emotion recognition from EEG, a practically important yet challenging problem in brain-computer interfaces. Unlike tasks with clear waveform signatures, emot…
cs.AR2025
Towards High-Performance Network Coding: FPGA Acceleration With Bounded-value Generators
Jiaxin Qing, Philip H. W. Leong, Kin Hong Lee +1
Network coding enhances performance in network communications and distributed storage by increasing throughput and robustness while reducing latency. Batched Sparse (BATS) codes ar…