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1.Examining Reasoning LLMs-as-Judges in Non-Verifiable LLM Post-Training
Meta Superintelligence Labs; Yale University
Abstract
2.Portfolio of Solving Strategies in CEGAR-based Object Packing and Scheduling for Sequential 3D Printing
Czech Technical University in Prague
Abstract
3.Compiling Temporal Numeric Planning into Discrete PDDL+: Extended Version
Fondazione Bruno Kessler; University of Brescia
Abstract
4.TopoBench: Benchmarking LLMs on Hard Topological Reasoning
Intercom Research; University College Dublin; University of Galway; Salk Institute; Dublin City University; Trinity College Dublin
Abstract
5.Increasing intelligence in AI agents can worsen collective outcomes
George Washington University
Abstract
6.On Information Self-Locking in Reinforcement Learning for Active Reasoning of LLM agents
The Chinese University of Hong Kong; University of California San Diego; Georgia Institute of Technology; ByteDance
Abstract
7.A Robust and Efficient Multi-Agent Reinforcement Learning Framework for Traffic Signal Control
National Yang Ming Chiao Tung University; Academia Sinica; Kochi University of Technology; ELAN Microelectronics Corporation
Abstract
8.XSkill: Continual Learning from Experience and Skills in Multimodal Agents
Hong Kong University of Science and Technology; Zhejiang University; Huazhong University of Science and Technology
Abstract
9.Can RL Improve Generalization of LLM Agents? An Empirical Study
Fudan University; Meituan; Shanghai Artificial Intelligence Laboratory
Abstract
10.Few-for-Many Personalized Federated Learning
City University of Hong Kong; Hong Kong Metropolitan University; Xi’an Jiaotong University; Southeast University; Jinan University; CityU Shenzhen Research Institute
Abstract
11.LABSHIELD: A Multimodal Benchmark for Safety-Critical Reasoning and Planning in Scientific Laboratories
Tsinghua University; The Hong Kong University of Science and Technology; Southern University of Science and Technology; Peking University; The University of Hong Kong
Abstract
12.Normative Common Ground Replication (NormCoRe): Replication-by-Translation for Studying Norms in Multi-agent AI
University of Bayreuth; Fraunhofer FIT
Abstract
13.Learning Transferable Sensor Models via Language-Informed Pretraining
Dartmouth College
Abstract
14.Prototype-Based Knowledge Guidance for Fine-Grained Structured Radiology Reporting
Technische Universität München; Munich Center for Machine Learning
Abstract
15.Fair Learning for Bias Mitigation and Quality Optimization in Paper Recommendation
University of Arkansas
Abstract
16.AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization
Baidu Inc.; Shanghai Jiao Tong University
Abstract
17.Social, Legal, Ethical, Empathetic and Cultural Norm Operationalisation for AI Agents
University of York; University of Toronto; Polytechnique Montréal
Abstract
18.CreativeBench: Benchmarking and Enhancing Machine Creativity via Self-Evolving Challenges
Southern University of Science and Technology; Tsinghua University; Peking University; University of Bristol; The Hong Kong University of Science and Technology (Guangzhou); Xi’an Jiaotong University
Abstract
19.Automated Detection of Malignant Lesions in the Ovary Using Deep Learning Models and XAI
BRAC University
Abstract
20.VisiFold: Long-Term Traffic Forecasting via Temporal Folding Graph and Node Visibility
Key Laboratory of Big Data & Artificial Intelligence in Transportation; Beijing Jiaotong University; Beijing Normal University
Abstract

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