20 citations · 28 across the 7 of their papers we have counts for
7 papers
Muon-C: Operator-Aligned Muon for Convolutional Kernels
Jiaxin Qing, Lexin Li
Muon replaces matrix momentum with an approximately orthogonal polar direction, but its geometry depends on the matrix representation. For convolution, standard unfolding describes…
Channel-Preserving Representation Alignment for EEG-to-Music Reconstruction
Jiaxin Qing, Junwei Lu, Lexin Li
Reconstructing naturalistic music from EEG requires extracting music-specific information from weak signals distributed across electrodes. Existing spectrogram regression and diffu…
Context-aware tokenization for Cross-subject Emotion Decoding from EEG
Jiaxin Qing, Lexin Li
In cross-subject EEG emotion decoding, neighboring windows can inform the representation of a target window, but they contain both background variation and sustained task signals.…
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…
Dependence Analysis and Structured Construction for Batched Sparse Code
Jiaxin Qing, Xiaohong Cai, Yijun Fan +2
In coding theory, codes are usually designed with a certain level of randomness to facilitate analysis and accommodate different channel conditions. However, the resulting random c…
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
Zijiao Chen, Jiaxin Qing, Juan Helen Zhou
Reconstructing human vision from brain activities has been an appealing task that helps to understand our cognitive process. Even though recent research has seen great success in r…
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding
Zijiao Chen, Jiaxin Qing, Tiange Xiang +2
Decoding visual stimuli from brain recordings aims to deepen our understanding of the human visual system and build a solid foundation for bridging human and computer vision throug…