GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL Paper • 2602.22190 • Published Feb 25 • 17
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL Paper • 2602.22190 • Published Feb 25 • 17
Semi-Supervised Reward Modeling via Iterative Self-Training Paper • 2409.06903 • Published Sep 10, 2024 • 1
Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks Paper • 2410.18210 • Published Oct 23, 2024
MergeBench: A Benchmark for Merging Domain-Specialized LLMs Paper • 2505.10833 • Published May 16, 2025 • 2
Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering Paper • 2512.10962 • Published Nov 22, 2025 • 3
Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic Paper • 2408.13656 • Published Aug 24, 2024
Visual Backdoor Attacks on MLLM Embodied Decision Making via Contrastive Trigger Learning Paper • 2510.27623 • Published Oct 31, 2025 • 13
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning Paper • 2510.12693 • Published Oct 14, 2025 • 28
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents Paper • 2506.03143 • Published Jun 3, 2025 • 54
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning Paper • 2505.24846 • Published May 30, 2025 • 15
Rethinking Diverse Human Preference Learning through Principal Component Analysis Paper • 2502.13131 • Published Feb 18, 2025 • 37
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents Paper • 2502.09560 • Published Feb 13, 2025 • 35
DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models Paper • 2411.00836 • Published Oct 29, 2024 • 15
Towards Robust Offline Reinforcement Learning under Diverse Data Corruption Paper • 2310.12955 • Published Oct 19, 2023 • 1
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment Paper • 2402.10207 • Published Feb 15, 2024 • 3
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs Paper • 2406.10216 • Published Jun 14, 2024 • 2
Understanding the Impact of Adversarial Robustness on Accuracy Disparity Paper • 2211.15762 • Published Nov 28, 2022