SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science Paper • 2605.18630 • Published May 18 • 2
Geometric Phase Transition Enables Extreme Hippocampal Memory Capacity Paper • 2605.17199 • Published May 16 • 7
AtlasVA: Self-Evolving Visual Skill Memory for Teacher-Free VLM Agents Paper • 2605.17933 • Published May 18 • 8
FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models Paper • 2605.15482 • Published May 14 • 9
TOBench: A Task-Oriented Omni-Modal Benchmark for Real-World Tool-Using Agents Paper • 2605.16909 • Published May 16 • 11
AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs Paper • 2605.15565 • Published May 15 • 18
LiteFrame: Efficient Vision Encoders Unlock Frame Scaling in Video LLMs Paper • 2605.17260 • Published May 17 • 27
OProver: A Unified Framework for Agentic Formal Theorem Proving Paper • 2605.17283 • Published May 17 • 32
CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows? Paper • 2605.16679 • Published May 15 • 56
LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation Paper • 2605.18739 • Published May 18 • 117
Physics-R1: An Audited Olympiad Corpus and Recipe for Visual Physics Reasoning Paper • 2605.14040 • Published May 13 • 6
WorldAct: Activating Monolithic 3D Worlds into Interactive-Ready Object-Centric Scenes Paper • 2605.15843 • Published May 15 • 7
DiagnosticIQ: A Benchmark for LLM-Based Industrial Maintenance Action Recommendation from Symbolic Rules Paper • 2605.08614 • Published May 9 • 8
Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design Paper • 2605.15871 • Published May 15 • 18
MetaAgent-X : Breaking the Ceiling of Automatic Multi-Agent Systems via End-to-End Reinforcement Learning Paper • 2605.14212 • Published May 14 • 20
Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution Paper • 2605.15301 • Published May 14 • 23