Academic

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Academic · 1 min

Dynamic Linear Coregionalization for Realistic Synthetic Multivariate Time Series

arXiv:2604.05064v1 Announce Type: new Abstract: Synthetic data is essential for training foundation models for time series (FMTS), but most generators assume static correlations, and are …

Annita Vapsi, Penghang Liu, Saheed Obitayo, Aakriti, Manoj Cherukumalli, Prathamesh Patil, Amit Varshney, Nicolas Marchesotti, Elizabeth Fons, Vamsi K. Potluru, Manuela Veloso

8 views Apr 8

Academic · 1 min

Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text Simplification

arXiv:2604.05302v1 Announce Type: new Abstract: Text simplification supports second language (L2) learning by providing comprehensible input, consistent with the Input Hypothesis. However, constructing personalized parallel …

Jinhong Jeong, Junghun Park, Youngjae Yu

5 views Apr 8

Academic · 1 min

Learning to Focus: CSI-Free Hierarchical MARL for Reconfigurable Reflectors

arXiv:2604.05165v1 Announce Type: new Abstract: Reconfigurable Intelligent Surfaces (RIS) has a potential to engineer smart radio environments for next-generation millimeter-wave (mmWave) networks. However, the prohibitive …

Hieu Le, Mostafa Ibrahim, Oguz Bedir, Jian Tao, Sabit Ekin

20 views Apr 8

Academic · 1 min

PaperOrchestra: A Multi-Agent Framework for Automated AI Research Paper Writing

arXiv:2604.05018v1 Announce Type: new Abstract: Synthesizing unstructured research materials into manuscripts is an essential yet under-explored challenge in AI-driven scientific discovery. Existing autonomous writers are …

Yiwen Song, Yale Song, Tomas Pfister, Jinsung Yoon

49 views Apr 8

Academic · 1 min

Phase-Associative Memory: Sequence Modeling in Complex Hilbert Space

arXiv:2604.05030v1 Announce Type: new Abstract: We present Phase-Associative Memory (PAM), a recurrent sequence model in which all representations are complex-valued, associations accumulate in a matrix …

Gowrav Vishwakarma, Christopher J. Agostino

5 views Apr 8

Academic · 1 min

FNO$^{\angle \theta}$: Extended Fourier neural operator for learning state and optimal control of distributed parameter …

arXiv:2604.05187v1 Announce Type: new Abstract: We propose an extended Fourier neural operator (FNO) architecture for learning state and linear quadratic additive optimal control of systems …

Zhexian Li, Ketan Savla

18 views Apr 8

Academic · 1 min

From Governance Norms to Enforceable Controls: A Layered Translation Method for Runtime Guardrails in Agentic …

arXiv:2604.05229v1 Announce Type: new Abstract: Agentic AI systems plan, use tools, maintain state, and produce multi-step trajectories with external effects. Those properties create a governance …

Christopher Koch

25 views Apr 8

Academic · 1 min

Cross-Machine Anomaly Detection Leveraging Pre-trained Time-series Model

arXiv:2604.05335v1 Announce Type: new Abstract: Achieving resilient and high-quality manufacturing requires reliable data-driven anomaly detection methods that are capable of addressing differences in behaviors among …

Yangmeng Li, Kei Sano, Toshihiro Kitao, Ryoji Anzaki, Yukiya Saitoh, Hironori Moki, Dragan Djurdjanovic

10 views Apr 8

Academic · 1 min

Modeling Patient Care Trajectories with Transformer Hawkes Processes

arXiv:2604.05844v1 Announce Type: new Abstract: Patient healthcare utilization consists of irregularly time-stamped events, such as outpatient visits, inpatient admissions, and emergency encounters, forming individualized care …

Saumya Pandey, Varun Chandola

32 views Apr 8

Academic · 1 min

Graph Topology Information Enhanced Heterogeneous Graph Representation Learning

arXiv:2604.05732v1 Announce Type: new Abstract: Real-world heterogeneous graphs are inherently noisy and usually not in the optimal graph structures for downstream tasks, which often adversely …

He Zhao, Zhiwei Zeng, Yongwei Wang, Chunyan Miao

15 views Apr 8

Academic · 1 min

IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents

arXiv:2604.05157v1 Announce Type: new Abstract: Computer-Use Agents (CUAs) leverage large language models to execute GUI operations on desktop environments, yet they generate actions without evaluating …

Rongqian Chen, Yu Li, Zeyu Fang, Sizhe Tang, Weidong Cao, Tian Lan

11 views Apr 8

Academic · 1 min

Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling

arXiv:2604.04987v1 Announce Type: new Abstract: Speculative sampling (SpS) has been successful in accelerating the decoding throughput of auto-regressive large language models by leveraging smaller draft …

Yongchang Hao, Lili Mou

19 views Apr 8

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Academic

Dynamic Linear Coregionalization for Realistic Synthetic Multivariate Time Series

Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text Simplification

Learning to Focus: CSI-Free Hierarchical MARL for Reconfigurable Reflectors

PaperOrchestra: A Multi-Agent Framework for Automated AI Research Paper Writing

Phase-Associative Memory: Sequence Modeling in Complex Hilbert Space

FNO$^{\angle \theta}$: Extended Fourier neural operator for learning state and optimal control of distributed parameter …

From Governance Norms to Enforceable Controls: A Layered Translation Method for Runtime Guardrails in Agentic …

Cross-Machine Anomaly Detection Leveraging Pre-trained Time-series Model

Modeling Patient Care Trajectories with Transformer Hawkes Processes

Graph Topology Information Enhanced Heterogeneous Graph Representation Learning

IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents

Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling

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