LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning Paper • 2603.21065 • Published 13 days ago • 77
FourierSampler: Unlocking Non-Autoregressive Potential in Diffusion Language Models via Frequency-Guided Generation Paper • 2601.23182 • Published Jan 30 • 21
AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts Paper • 2601.20730 • Published Jan 28 • 20
TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization Paper • 2601.16480 • Published Jan 23 • 51
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience Paper • 2601.15876 • Published Jan 22 • 92
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding Paper • 2601.14724 • Published Jan 21 • 75
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs Paper • 2512.07525 • Published Dec 8, 2025 • 60
GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization Paper • 2511.15705 • Published Nov 19, 2025 • 98
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs Paper • 2506.14429 • Published Jun 17, 2025 • 44
Beyond Homogeneous Attention: Memory-Efficient LLMs via Fourier-Approximated KV Cache Paper • 2506.11886 • Published Jun 13, 2025 • 20
Domain2Vec: Vectorizing Datasets to Find the Optimal Data Mixture without Training Paper • 2506.10952 • Published Jun 12, 2025 • 22