Publications (9)
Validation of a track repeating algorithm for intensity modulated Carbon therapy with GEANT4
Qianxia Wang, Antony Adair, Yu Deng +4
The Fast Dose Calculator (FDC), a track repeating algorithm Monte Carlo method was initially developed for proton therapy. The validation for proton therapy has been demonstrated i…
ParaFold: Paralleling AlphaFold for Large-Scale Predictions
Bozitao Zhong, Xiaoming Su, Minhua Wen +3
AlphaFold predicts protein structures from the amino acid sequence at or near experimental resolution, solving the 50-year-old protein folding challenge, leading to progress by tra…
GiftBTE: An efficient deterministic solver for non-gray phonon Boltzmann transport equation
Yue Hu, Ru Jia, Jiaxuan Xu +5
Advances in nanotechnology have facilitated the exploration of submicron thermal transport. At this scale, Fourier's law is no longer applicable, and the governing equation for the…
tcFFT: Accelerating Half-Precision FFT through Tensor Cores
Binrui Li, Shenggan Cheng, James Lin
Fast Fourier Transform (FFT) is an essential tool in scientific and engineering computation. The increasing demand for mixed-precision FFT has made it possible to utilize half-prec…
ThinkTrap: Denial-of-Service Attacks against Black-box LLM Services via Infinite Thinking
Yunzhe Li, Jianan Wang, Hongzi Zhu +3
Large Language Models (LLMs) have become foundational components in a wide range of applications, including natural language understanding and generation, embodied intelligence, an…
CUBE -- Towards an Optimal Scaling of Cosmological N-body Simulations
Shenggan Cheng, Hao-Ran Yu, Derek Inman +3
N-body simulations are essential tools in physical cosmology to understand the large-scale structure (LSS) formation of the Universe. Large-scale simulations with high resolution a…
Training Keyword Spotters with Limited and Synthesized Speech Data
James Lin, Kevin Kilgour, Dominik Roblek +1
With the rise of low power speech-enabled devices, there is a growing demand to quickly produce models for recognizing arbitrary sets of keywords. As with many machine learning tas…
Rowmotion on -Tamari and BiCambrian Lattices
Colin Defant, James Lin
Thomas and Williams conjectured that rowmotion acting on the rational -Tamari lattice has order . We construct an equivariant bijection that proves this conjecture wh…
Exploiting News Article Structure for Automatic Corpus Generation of Entailment Datasets
Jan Christian Blaise Cruz, Jose Kristian Resabal, James Lin +2
Transformers represent the state-of-the-art in Natural Language Processing (NLP) in recent years, proving effective even in tasks done in low-resource languages. While pretrained t…