Online Uniform Sampling: Randomized Learning-Augmented Approximation Algorithms with Application to Digital Healthby Xueqing Liu, Kyra…
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypesby Isabel O. Gallegos, Ryan A.…
A Novel Hyperdimensional Computing Framework for Online Time Series Forecasting on the Edgeby Mohamed Mejri,…
A Survey on Graph Condensationby Hongjia Xu, Liangliang Zhang, Yao Ma, Sheng Zhou, Zhuonan Zheng,…
Topology-Informed Graph Transformerby Yun Young Choi, Sun Woo Park, Minho Lee, Youngho WooFirst submitted to…
PresAIse, A Prescriptive AI Solution for Enterprisesby Wei Sun, Scott McFaddin, Linh Ha Tran, Shivaram…
Robust Multi-Task Learning with Excess Risksby Yifei He, Shiji Zhou, Guojun Zhang, Hyokun Yun, Yi…
Understanding Time Series Anomaly State Detection through One-Class Classificationby Hanxu Zhou, Yuan Zhang, Guangjie Leng,…
GenFormer: A Deep-Learning-Based Approach for Generating Multivariate Stochastic Processesby Haoran Zhao, Wayne Isaac Tan UyFirst…
The Landscape and Challenges of HPC Research and LLMsby Le Chen, Nesreen K. Ahmed, Akash…