UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation Paper • 2601.11522 • Published 23 days ago • 17
OpenDataArena: A Fair and Open Arena for Benchmarking Post-Training Dataset Value Paper • 2512.14051 • Published Dec 16, 2025 • 46
REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once Paper • 2507.10541 • Published Jul 14, 2025 • 30
InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Paper • 2506.12411 • Published Jun 14, 2025
ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning Paper • 2509.21070 • Published Sep 25, 2025 • 9
Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning Paper • 2510.04081 • Published Oct 5, 2025 • 23
On the Faithfulness of Visual Thinking: Measurement and Enhancement Paper • 2510.23482 • Published Oct 27, 2025
Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient Paper • 2406.10576 • Published Jun 15, 2024
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model Paper • 2208.03987 • Published Aug 8, 2022
Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning Paper • 2507.17512 • Published Jul 23, 2025 • 37
LeVo: High-Quality Song Generation with Multi-Preference Alignment Paper • 2506.07520 • Published Jun 9, 2025 • 6
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges Paper • 2504.19093 • Published Apr 27, 2025 • 18
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis Paper • 2504.12322 • Published Apr 11, 2025 • 28
LEMMA: Learning from Errors for MatheMatical Advancement in LLMs Paper • 2503.17439 • Published Mar 21, 2025 • 15
MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion Paper • 2503.16212 • Published Mar 20, 2025 • 25
MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer Paper • 2503.14891 • Published Mar 19, 2025 • 22
Point Cloud Mamba: Point Cloud Learning via State Space Model Paper • 2403.00762 • Published Mar 1, 2024
DVIS++: Improved Decoupled Framework for Universal Video Segmentation Paper • 2312.13305 • Published Dec 20, 2023
Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs Paper • 2501.04670 • Published Jan 8, 2025
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding Paper • 2406.19389 • Published Jun 27, 2024 • 54