ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation Paper • 2511.01163 • Published Nov 3, 2025 • 31
OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows Paper • 2510.24411 • Published Oct 28, 2025 • 71
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence Paper • 2510.23538 • Published Oct 27, 2025 • 96
SPICE: Self-Play In Corpus Environments Improves Reasoning Paper • 2510.24684 • Published Oct 28, 2025 • 17
ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality Paper • 2510.22037 • Published Oct 24, 2025 • 19
SoMi-ToM: Evaluating Multi-Perspective Theory of Mind in Embodied Social Interactions Paper • 2506.23046 • Published Jun 29, 2025 • 1
The Alignment Waltz: Jointly Training Agents to Collaborate for Safety Paper • 2510.08240 • Published Oct 9, 2025 • 41
Large Reasoning Models Learn Better Alignment from Flawed Thinking Paper • 2510.00938 • Published Oct 1, 2025 • 58
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications Paper • 2509.26490 • Published Sep 30, 2025 • 19
The Era of Real-World Human Interaction: RL from User Conversations Paper • 2509.25137 • Published Sep 29, 2025 • 18
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources Paper • 2509.21268 • Published Sep 25, 2025 • 104
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data Paper • 2509.15221 • Published Sep 18, 2025 • 111
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model Paper • 2509.00676 • Published Aug 31, 2025 • 84
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning Paper • 2506.24119 • Published Jun 30, 2025 • 50
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Paper • 2506.21876 • Published Jun 27, 2025 • 28
Breaking the Data Barrier -- Building GUI Agents Through Task Generalization Paper • 2504.10127 • Published Apr 14, 2025 • 17
FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving Paper • 2502.20238 • Published Feb 27, 2025 • 23
AutoToM: Automated Bayesian Inverse Planning and Model Discovery for Open-ended Theory of Mind Paper • 2502.15676 • Published Feb 21, 2025 • 3