UltraIF: Advancing Instruction Following from the Wild Paper • 2502.04153 • Published Feb 6, 2025 • 24
LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid Paper • 2502.07563 • Published Feb 11, 2025 • 23
MoM: Linear Sequence Modeling with Mixture-of-Memories Paper • 2502.13685 • Published Feb 19, 2025 • 36
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment Paper • 2502.16894 • Published Feb 24, 2025 • 32
Extrapolating and Decoupling Image-to-Video Generation Models: Motion Modeling is Easier Than You Think Paper • 2503.00948 • Published Mar 2, 2025 • 3
Liger: Linearizing Large Language Models to Gated Recurrent Structures Paper • 2503.01496 • Published Mar 3, 2025 • 18
Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts Paper • 2503.05447 • Published Mar 7, 2025 • 8
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration Paper • 2503.12821 • Published Mar 17, 2025 • 9
BREEN: Bridge Data-Efficient Encoder-Free Multimodal Learning with Learnable Queries Paper • 2503.12446 • Published Mar 16, 2025 • 1
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published Mar 27, 2025 • 42
TransMamba: Flexibly Switching between Transformer and Mamba Paper • 2503.24067 • Published Mar 31, 2025 • 21
ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning Paper • 2503.19312 • Published Mar 25, 2025
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution Paper • 2403.17927 • Published Mar 26, 2024 • 1
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning Paper • 2505.08617 • Published May 13, 2025 • 41
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models Paper • 2505.14810 • Published May 20, 2025 • 62
FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow Paper • 2505.17399 • Published May 23, 2025 • 14
SATORI-R1: Incentivizing Multimodal Reasoning with Spatial Grounding and Verifiable Rewards Paper • 2505.19094 • Published May 25, 2025 • 2
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published May 28, 2025 • 131