1 citations · 1 across the 5 of their papers we have counts for
5 papers
DirEAG: Dirichlet Evidence Aggregation for Calibrating Verbalized Confidence in Mathematical Reasoning
Haorui Xu, Yuzhou Zhu, Liyuan Gao
Reliable confidence estimation is essential for using large language models in mathematical reasoning, but black-box verbalized confidence is difficult to calibrate. When the same…
From Static to Dynamic: A Streaming RAG Approach to Real-time Knowledge Base
Yuzhou Zhu
Dynamic streams from news feeds, social media, sensor networks, and financial markets challenge static RAG frameworks. Full-scale indices incur high memory costs; periodic rebuilds…
Unified Sparse-Matrix Representations for Diverse Neural Architectures
Yuzhou Zhu
Deep neural networks employ specialized architectures for vision, sequential and language tasks, yet this proliferation obscures their underlying commonalities. We introduce a unif…
SinBasis Networks: Matrix-Equivalent Feature Extraction for Wave-Like Optical Spectrograms
Yuzhou Zhu, Zheng Zhang, Ruyi Zhang +1
Wave-like images--from attosecond streaking spectrograms to optical spectra, audio mel-spectrograms and periodic video frames--encode critical harmonic structures that elude conven…
SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering
Haoyu Kang, Yuzhou Zhu, Yukun Zhong +1
Retrieval-augmented generation (RAG) has achieved significant success in information retrieval to assist large language models LLMs because it builds an external knowledge database…