ReGuLaR: Variational Latent Reasoning Guided by Rendered Chain-of-Thought Paper • 2601.23184 • Published Jan 30 • 36
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search Paper • 2509.25454 • Published Sep 29, 2025 • 148
MolReasoner: Toward Effective and Interpretable Reasoning for Molecular LLMs Paper • 2508.02066 • Published Aug 4, 2025 • 12
Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts Paper • 2508.07785 • Published Aug 11, 2025 • 29
