Towards the Best Solution for Complex System Reliability: Can Statistics Outperform Machine Learning?by Maria Luz…
Multi-Step Time Series Inference Agent for Reasoning and Automated Task Executionby Wen Ye, Yizhou Zhang,…
Resource-aware Mixed-precision Quantization for Enhancing Deployability of Transformers for Time-series Forecasting on Embedded FPGAsby Tianheng…
ARB-LLM: Alternating Refined Binarizations for Large Language Modelsby Zhiteng Li, Xianglong Yan, Tianao Zhang, Haotong…
SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graphsby Hanzhu Chen,…
DANA: Domain-Aware Neurosymbolic Agents for Consistency and Accuracyby Vinh Luong, Sang Dinh, Shruti Raghavan, William…
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarizationby Lei Xu, Mohammed Asad Karim,…
IC3M: In-Car Multimodal Multi-object Monitoring for Abnormal Status of Both Driver and Passengersby Zihan Fang,…
Clinnova Federated Learning Proof of Concept: Key Takeaways from a Cross-border Collaborationby Julia Alekseenko, Bram…
A Knowledge-Informed Large Language Model Framework for U.S. Nuclear Power Plant Shutdown Initiating Event Classification…