9 citations · 12 across the 6 of their papers we have counts for
6 papers
GenDRAM:Hardware-Software Co-Design of General Platform in DRAM
Tsung-Han Lu, Weihong Xu, Tajana Rosing
Dynamic programming (DP) algorithms, such as All-Pairs Shortest Path (APSP) and genomic sequence alignment, are fundamental to many scientific domains but are severely bottlenecked…
SLIM: A Heterogeneous Accelerator for Edge Inference of Sparse Large Language Model via Adaptive Thresholding
Weihong Xu, Haein Choi, Po-kai Hsu +2
Large language models (LLMs) have demonstrated exceptional proficiency in understanding and generating human language, but efficient inference on resource-constrained embedded devi…
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND
Weihong Xu, Junwei Chen, Po-Kai Hsu +5
Approximate nearest neighbor search (ANNS) plays an indispensable role in a wide variety of applications, including recommendation systems, information retrieval, and semantic sear…
SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering
Sumukh Pinge, Weihong Xu, Jaeyoung Kang +4
Mass spectrometry-based proteomics is a key enabler for personalized healthcare, providing a deep dive into the complex protein compositions of biological systems. This technology…
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing
Jaeyoung Kang, Weihong Xu, Wout Bittremieux +1
Mass spectrometry, commonly used for protein identification, generates a massive number of spectra that need to be matched against a large database. In reality, most of them remain…
RAPIDx: High-performance ReRAM Processing in-Memory Accelerator for Sequence Alignment
Weihong Xu, Saransh Gupta, Niema Moshiri +1
Genome sequence alignment is the core of many biological applications. The advancement of sequencing technologies produces a tremendous amount of data, making sequence alignment a…