QueST: Incentivizing LLMs to Generate Difficult Problems Paper • 2510.17715 • Published 5 days ago • 29
Scaling Language-Centric Omnimodal Representation Learning Paper • 2510.11693 • Published 12 days ago • 94
TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios Paper • 2505.12891 • Published May 19 • 10
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources Paper • 2509.21268 • Published 30 days ago • 100
Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration Paper • 2508.13755 • Published Aug 19 • 14
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning Paper • 2508.20096 • Published Aug 27 • 36
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR Paper • 2508.14029 • Published Aug 19 • 118
DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization Paper • 2508.14460 • Published Aug 20 • 82
Through the Valley: Path to Effective Long CoT Training for Small Language Models Paper • 2506.07712 • Published Jun 9 • 18
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper • 2506.07044 • Published Jun 8 • 113
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26 • 104
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31 • 300
FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving Paper • 2502.20238 • Published Feb 27 • 24