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Academic · 1 min

Data-Driven Supervision of a Thermal-Hydraulic Process Towards a Physics-Based Digital Twin

arXiv:2602.22267v1 Announce Type: new Abstract: The real-time supervision of production processes is a common challenge across several industries. It targets process component monitoring and its …

Osimone Imhogiemhe (LS2N, LS2N - \'equipe SIMS, Nantes Univ - ECN), Yoann Jus (Cetim), Hubert Lejeune (Cetim), Sa\"id Moussaoui (LS2N, LS2N - \'equipe SIMS, Nantes Univ - ECN)

12 views Feb 28

Academic · 1 min

AutoQRA: Joint Optimization of Mixed-Precision Quantization and Low-rank Adapters for Efficient LLM Fine-Tuning

arXiv:2602.22268v1 Announce Type: new Abstract: Quantization followed by parameter-efficient fine-tuning has emerged as a promising paradigm for downstream adaptation under tight GPU memory constraints. However, …

Changhai Zhou, Shiyang Zhang, Yuhua Zhou, Qian Qiao, Jun Gao, Cheng Jin, Kaizhou Qin, Weizhong Zhang

12 views Feb 28

Academic · 1 min

CQSA: Byzantine-robust Clustered Quantum Secure Aggregation in Federated Learning

arXiv:2602.22269v1 Announce Type: new Abstract: Federated Learning (FL) enables collaborative model training without sharing raw data. However, shared local model updates remain vulnerable to inference …

Arnab Nath, Harsh Kasyap

12 views Feb 28

Academic · 1 min

Support Tokens, Stability Margins, and a New Foundation for Robust LLMs

arXiv:2602.22271v1 Announce Type: new Abstract: Self-attention is usually described as a flexible, content-adaptive way to mix a token with information from its past. We re-interpret …

Deepak Agarwal, Dhyey Dharmendrakumar Mavani, Suyash Gupta, Karthik Sethuraman, Tejas Dharamsi

13 views Feb 28

Academic · 1 min

Positional-aware Spatio-Temporal Network for Large-Scale Traffic Prediction

arXiv:2602.22274v1 Announce Type: new Abstract: Traffic flow forecasting has emerged as an indispensable mission for daily life, which is required to utilize the spatiotemporal relationship …

Runfei Chen

12 views Feb 28

Academic · 1 min

X-REFINE: XAI-based RElevance input-Filtering and archItecture fiNe-tuning for channel Estimation

arXiv:2602.22277v1 Announce Type: new Abstract: AI-native architectures are vital for 6G wireless communications. The black-box nature and high complexity of deep learning models employed in …

Abdul Karim Gizzini, Yahia Medjahdi

4 views Feb 28

Academic · 1 min

Integrating Machine Learning Ensembles and Large Language Models for Heart Disease Prediction Using Voting Fusion

arXiv:2602.22280v1 Announce Type: new Abstract: Cardiovascular disease is the primary cause of death globally, necessitating early identification, precise risk classification, and dependable decision-support technologies. The …

Md. Tahsin Amin, Tanim Ahmmod, Zannatul Ferdus, Talukder Naemul Hasan Naem, Ehsanul Ferdous, Arpita Bhattacharjee, Ishmam Ahmed Solaiman, Nahiyan Bin Noor

3 views Feb 28

Academic · 1 min

BrepCoder: A Unified Multimodal Large Language Model for Multi-task B-rep Reasoning

arXiv:2602.22284v1 Announce Type: new Abstract: Recent advancements in deep learning have actively addressed complex challenges within the Computer-Aided Design (CAD) domain.However, most existing approaches rely …

Mingi Kim, Yongjun Kim, Jungwoo Kang, Hyungki Kim

3 views Feb 28

Academic · 1 min

Early Risk Stratification of Dosing Errors in Clinical Trials Using Machine Learning

arXiv:2602.22285v1 Announce Type: new Abstract: Objective: The objective of this study is to develop a machine learning (ML)-based framework for early risk stratification of clinical …

F\'elicien H\^eche, Sohrab Ferdowsi, Anthony Yazdani, Sara Sansaloni-Pastor, Douglas Teodoro

5 views Feb 28

Academic · 1 min

OmniZip: Learning a Unified and Lightweight Lossless Compressor for Multi-Modal Data

arXiv:2602.22286v1 Announce Type: new Abstract: Lossless compression is essential for efficient data storage and transmission. Although learning-based lossless compressors achieve strong results, most of them …

Yan Zhao, Zhengxue Cheng, Junxuan Zhang, Dajiang Zhou, Qunshan Gu, Qi Wang, Li Song

7 views Feb 28

Academic · 1 min

Reliable XAI Explanations in Sudden Cardiac Death Prediction for Chagas Cardiomyopathy

arXiv:2602.22288v1 Announce Type: new Abstract: Sudden cardiac death (SCD) is unpredictable, and its prediction in Chagas cardiomyopathy (CC) remains a significant challenge, especially in patients …

Vin\'icius P. Chagas, Luiz H. T. Viana, Mac M. da S. Carlos, Jo\~ao P. V. Madeiro, Roberto C. Pedrosa, Thiago Alves Rocha, Carlos H. L. Cavalcante

6 views Feb 28

Academic · 1 min

Manifold of Failure: Behavioral Attraction Basins in Language Models

arXiv:2602.22291v1 Announce Type: new Abstract: While prior work has focused on projecting adversarial examples back onto the manifold of natural data to restore safety, we …

Sarthak Munshi, Manish Bhatt, Vineeth Sai Narajala, Idan Habler, AmmarnAl-Kahfah, Ken Huang, Blake Gatto

8 views Feb 28

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Articles

Data-Driven Supervision of a Thermal-Hydraulic Process Towards a Physics-Based Digital Twin

AutoQRA: Joint Optimization of Mixed-Precision Quantization and Low-rank Adapters for Efficient LLM Fine-Tuning

CQSA: Byzantine-robust Clustered Quantum Secure Aggregation in Federated Learning

Support Tokens, Stability Margins, and a New Foundation for Robust LLMs

Positional-aware Spatio-Temporal Network for Large-Scale Traffic Prediction

X-REFINE: XAI-based RElevance input-Filtering and archItecture fiNe-tuning for channel Estimation

Integrating Machine Learning Ensembles and Large Language Models for Heart Disease Prediction Using Voting Fusion

BrepCoder: A Unified Multimodal Large Language Model for Multi-task B-rep Reasoning

Early Risk Stratification of Dosing Errors in Clinical Trials Using Machine Learning

OmniZip: Learning a Unified and Lightweight Lossless Compressor for Multi-Modal Data

Reliable XAI Explanations in Sudden Cardiac Death Prediction for Chagas Cardiomyopathy

Manifold of Failure: Behavioral Attraction Basins in Language Models

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