Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Paper • 2605.13301 • Published 7 days ago • 151
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration Paper • 2605.03042 • Published 16 days ago • 119
OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models Paper • 2604.10866 • Published Apr 13 • 66
The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping Paper • 2604.11297 • Published Apr 13 • 143
GEMS: Agent-Native Multimodal Generation with Memory and Skills Paper • 2603.28088 • Published Mar 30 • 85
LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training Paper • 2406.16554 • Published Jun 24, 2024 • 1
Adaptive Fast-and-Slow Visual Program Reasoning for Long-Form VideoQA Paper • 2509.17743 • Published Sep 22, 2025
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6, 2025 • 242
OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment Paper • 2601.01576 • Published Jan 4 • 19
Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training Paper • 2502.04066 • Published Feb 6, 2025
LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models Paper • 2508.05452 • Published Aug 7, 2025
LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation Paper • 2506.04078 • Published Jun 4, 2025 • 1