R.P. Liu
YOU?
Author Swipe
View article: HATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference
HATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference Open
Large Language Models (LLMs) have emerged as a pivotal research area, yet the attention module remains a critical bottleneck in LLM inference, even with techniques like KVCache to mitigate redundant computations. While various top-$k$ atte…
View article: Large-scale proteomic inference at single-cell resolution by scInfer
Large-scale proteomic inference at single-cell resolution by scInfer Open
Obtaining high-throughput, large-scale, and paired transcriptomic and proteomic data at the single-cell level is crucial for understanding the complex functions and phenotypic characteristics of multicellular organisms. However, current bi…
View article: DMGAT: predicting ncRNA-drug resistance associations based on diffusion map and heterogeneous graph attention network
DMGAT: predicting ncRNA-drug resistance associations based on diffusion map and heterogeneous graph attention network Open
Non-coding RNAs (ncRNAs) play crucial roles in drug resistance and sensitivity, making them important biomarkers and therapeutic targets. However, predicting ncRNA-drug associations is challenging due to issues such as dataset imbalance an…
View article: DECODE: Deep learning-based common deconvolution framework for various omics data
DECODE: Deep learning-based common deconvolution framework for various omics data Open
Deconvolution algorithm enables estimation of cell type abundances from tissue-level data, providing a crucial way for exploring plentiful cohort data at the cellular level. However, most deconvolution algorithms are specifically designed …
View article: Microstructure and Corrosion Resistance of Laser-Cladded FeCo1.5CrNi1.5Ti0.5 High-Entropy Alloy Coatings
Microstructure and Corrosion Resistance of Laser-Cladded FeCo1.5CrNi1.5Ti0.5 High-Entropy Alloy Coatings Open
Due to their excellent mechanical properties and corrosion resistance, high-entropy alloys (HEAs) have the potential to be used as new engineering structures and functional materials. In this study, an FeCo1.5CrNi1.5Ti0.5HEA coating was pr…
View article: The Frame-Dragging effect on the excitation rate of atoms
The Frame-Dragging effect on the excitation rate of atoms Open
The frame-dragging phenomenon in gravitational fields is revisited to explore the geometric effects induced by spacetime curvature. We quantize a massless scalar field in the spacetime of a rotating sphere, incorporating the frame-dragging…
View article: Interfacial microstructure design and mechanical properties of the Ti–10Mo double harmonic alloy through powder metallurgy
Interfacial microstructure design and mechanical properties of the Ti–10Mo double harmonic alloy through powder metallurgy Open
Heterogeneous metallic materials are expected to realize the strength-toughness synergy. The interface, i.e., diffusion area, is a key factor in determining mechanical properties. In this work, Ti–10Mo chemical and structural double harmon…