Category: Papers

1. MetaClaw: Just Talk — An Agent That Meta-Learns and Evolves in the Wild 🔑 Keywords: continual meta-learning, large language model, behavioral […]

1. InCoder-32B: Code Foundation Model for Industrial Scenarios 🔑 Keywords: InCoder-32B, code foundation model, hardware-aware programming, execution-grounded verification, industrial benchmarks 💡 Category: […]

1. AI Can Learn Scientific Taste 🔑 Keywords: Scientific Taste, Reinforcement Learning, Community Feedback, AI Scientists 💡 Category: Reinforcement Learning 🌟 Research […]

1. Helios: Real Real-Time Long Video Generation Model 🔑 Keywords: Helios, Video Generation, Autoregressive Diffusion Model, Long-Video Drifting, Real-time Performance 💡 Category: […]

1. Utonia: Toward One Encoder for All Point Clouds 🔑 Keywords: Utonia, Self-supervised Transformer, Representation Space, Multimodal Reasoning 💡 Category: Multi-Modal Learning […]

1. From Scale to Speed: Adaptive Test-Time Scaling for Image Editing 🔑 Keywords: Image-CoT, Image Editing, Adaptive Resource Allocation, Verification, Performance-Efficiency Trade-offs […]

1. dLLM: Simple Diffusion Language Modeling 🔑 Keywords: Diffusion Language Models, AI-generated summary, Open-source framework, Reproducible Recipes, BERT-style Encoder 💡 Category: Natural […]

1. The Trinity of Consistency as a Defining Principle for General World Models 🔑 Keywords: World Models, Artificial General Intelligence, Unified Multimodal […]

1. HyTRec: A Hybrid Temporal-Aware Attention Architecture for Long Behavior Sequential Recommendation 🔑 Keywords: Hybrid Attention, Linear Attention, Softmax Attention, Temporal-Aware Delta […]

1. On Data Engineering for Scaling LLM Terminal Capabilities 🔑 Keywords: Terminal Agent, Synthetic Task Generation, Data Engineering, Curriculum Learning 💡 Category: […]

1. A Very Big Video Reasoning Suite 🔑 Keywords: Video Reasoning, Large-scale Dataset, Spatiotemporal Reasoning, VBVR, Emergent Generalization 💡 Category: Knowledge Representation […]

1. VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training 🔑 Keywords: Variational sEquence-level Soft Policy Optimization (VESPO), Variance reduction, […]