SafePred: A Predictive Guardrail for Computer-Using Agents via World Models Paper • 2602.01725 • Published Feb 2 • 1
From Data to Behavior: Predicting Unintended Model Behaviors Before Training Paper • 2602.04735 • Published Feb 4 • 15
VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration Paper • 2601.22674 • Published Jan 30 • 5
Aligning Agentic World Models via Knowledgeable Experience Learning Paper • 2601.13247 • Published Jan 19 • 15
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency Paper • 2601.05905 • Published Jan 9 • 20
LEO-RobotAgent: A General-purpose Robotic Agent for Language-driven Embodied Operator Paper • 2512.10605 • Published Dec 11, 2025 • 7
MultiCrafter: High-Fidelity Multi-Subject Generation via Spatially Disentangled Attention and Identity-Aware Reinforcement Learning Paper • 2509.21953 • Published Sep 26, 2025 • 7
CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities Paper • 2408.13239 • Published Aug 23, 2024 • 11
VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion Models Paper • 2412.19645 • Published Dec 27, 2024 • 13
RealCam-I2V: Real-World Image-to-Video Generation with Interactive Complex Camera Control Paper • 2502.10059 • Published Feb 14, 2025
TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence Paper • 2505.24500 • Published May 30, 2025 • 12
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks Paper • 2503.21696 • Published Mar 27, 2025 • 23
MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice Paper • 2503.05978 • Published Mar 7, 2025 • 36
Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region Paper • 2502.13946 • Published Feb 19, 2025 • 10
IHEval: Evaluating Language Models on Following the Instruction Hierarchy Paper • 2502.08745 • Published Feb 12, 2025 • 20
Direct Preference Optimization Using Sparse Feature-Level Constraints Paper • 2411.07618 • Published Nov 12, 2024 • 17
IFAdapter: Instance Feature Control for Grounded Text-to-Image Generation Paper • 2409.08240 • Published Sep 12, 2024 • 22