Zhao, Jialin

1. Brain network science modelling of sparse neural networks enables Transformers and LLMs to perform as fully connected
   2025/01/31 by Yingtao Zhang, Diego Cerretti, Zhang, Yingtao +11 · 1 voice · 2 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #Ferroelectric and Negative Capacitance Devices #cs.LG
2. Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models
   2025/01/31 by Jialin Zhao, Zhao, Jialin, Yingtao Zhang +3 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks
   2024/05/24 by Jialin Zhao, Yingtao Zhang, Zhao, Jialin +7 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications