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1.

OmniScientist: An Omni-Modal Omni-Discipline AI Scientist

National University of Singapore; University of Oxford
Abstract
2.

QuoteBench: How Matched Scores Can Hide Command-Path Failures

Stony Brook University; LMU Munich; Munich Center for Machine Learning
Abstract
3.

AlayaWorld: Interactive Long-Horizon World Modeling - Full Technical Report (v1.1)

Alaya Lab
Abstract
4.

MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination

College of Engineering, University of California, Davis; University of Pennsylvania; Drexel University; UC Davis Graduate School of Management
Abstract
5.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure

Imperial College London
Abstract
6.

Academic League of Artificial Intelligence - An Integrative Perspective of Teaching, Research, and Extension

Federal University of Santa Catarina (UFSC)
Abstract
7.

RAIL: An Automatic Classifier of the Artificial Intelligence Readiness Level

CIETEC-IPN; Instituto Politécnico Nacional; CICATA-QRO; UPIITA
Abstract
8.

Enhancing Virtual Agents through SLMs and Edge-Computing: An Exploratory Evaluation of Think and Memory Processes

University of Central Lancashire
Abstract
9.

Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development

Meituan; University of Chinese Academy of Sciences
Abstract
10.

Who Speaks Matters: Authority-Aware Multi-View RAG over Italian Parliamentary Proceedings

University of Milano-Bicocca
Abstract
11.

Jointly Predicting Courses and Grades Using a Transformer-Based Model

St. Edward’s University
Abstract
12.

TopoIntent: Compiling Security Intent into Executable, Compliance-Checked Network Topologies

University of Science and Technology of China; Topsec Technologies Group Inc.
Abstract
13.

Rules or Character? Scaling Laws for AI Safety Design

AI Medical Engineering Team, RIKEN Center for Advanced Intelligence Project; National Cancer Center Research Institute
Abstract
14.

LongEarth-R1: Benchmarking and Aligning Vision-Language Models for Long-Horizon Earth Observation Reasoning

Wuhan University; Xi’an University of Electronic Science and Technology
Abstract
15.

LLM-Guided Graph Generation for Structure-Based Local Improvement Methods

TU Wien
Abstract
16.

StateBridge: Training-free Hidden-state Alignment for Latent Communication in LLM Multi-Agent Systems

University of Sheffield
Abstract
17.

NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space

University of Patras
Abstract
18.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision

KU Leuven; Medical School Hamburg; Delft University of Technology
Abstract
19.

Sovereign by necessity? Frontier AI export controls, cyber security, and the limits of national AI capability

University of Surrey
Abstract
20.

vToken: Token-Level Virtualization for Reclaimable KV Caches

National University of Defense Technology; Peking University
Abstract

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