arXiv Artificial IntelligencePeriodic Topological Deep Learning for Polymer Design and Discovery
arXiv:2605.26833v2 Announce Type: replace-cross Abstract: Polymers underpin applications across energy…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceEvoScene-VLA: Evolving Scene Beliefs Inside the Action Decoder for Chunked Robot Control
arXiv:2605.21862v2 Announce Type: replace-cross Abstract: Chunked vision-language-action (VLA) policies…
arXiv Artificial IntelligenceEfficient Table QA via TableGrid Navigation and Progressive Inference Prompting
arXiv:2605.20254v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have shown promising…
arXiv Artificial IntelligenceAgentMV: A State-Guided Multi-Agent Framework for Budget-Aware Music Video Generation
arXiv:2605.10723v2 Announce Type: replace-cross Abstract: Generating a complete music video from a song…
arXiv Artificial IntelligenceEvolving Ensemble of Agents
arXiv:2605.09018v4 Announce Type: replace-cross Abstract: We introduce the Evolving Ensemble of Agents (EvE)…
arXiv Artificial IntelligenceTracking the Truth: Object-Centric Spatio-Temporal Monitoring for Video Large Language Models
arXiv:2605.08974v2 Announce Type: replace-cross Abstract: While multimodal large language models (MLLMs) have…
arXiv Artificial IntelligenceDelay, Plateau, or Collapse: Evaluating the Impact of Systematic Verification Error on RLVR
arXiv:2605.02909v2 Announce Type: replace-cross Abstract: Reinforcement Learning with Verifiable Rewards…
arXiv Artificial IntelligenceStructural Generalization on SLOG without Hand-Written Rules
arXiv:2604.26157v4 Announce Type: replace-cross Abstract: Structural generalization in semantic parsing…
arXiv Artificial IntelligenceEnhancing Science Classroom Discourse Analysis through Joint Multi-Task Learning for Reasoning-Component Classification
arXiv:2604.21137v3 Announce Type: replace-cross Abstract: Analyzing the reasoning patterns of students in…
arXiv Artificial IntelligenceRoboLab: A High-Fidelity Simulation Benchmark for Analysis of Task Generalist Policies
arXiv:2604.09860v4 Announce Type: replace-cross Abstract: The pursuit of general-purpose robotics has yielded…
arXiv Artificial IntelligenceFlow Motion Policy: Manipulator Motion Planning with Flow Matching Models
arXiv:2604.07084v2 Announce Type: replace-cross Abstract: Open-loop end-to-end neural motion planners have…
arXiv Artificial IntelligenceI-CALM: Incentivizing Confidence-Aware Abstention for LLM Selective Answering
arXiv:2604.03904v2 Announce Type: replace-cross Abstract: Large language models (LLMs) often produce…
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