Author: insights

1. Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling 🔑 Keywords: Retrieval-Augmented Generation, LLMs, Hypergraph-Based Memory, Complex Reasoning, Global […]

1. mHC: Manifold-Constrained Hyper-Connections 🔑 Keywords: Manifold-Constrained Hyper-Connections, Residual Connection, Identity Mapping Property, Scalability, Infrastructure Optimization 💡 Category: Foundations of AI 🌟 […]

1. UltraShape 1.0: High-Fidelity 3D Shape Generation via Scalable Geometric Refinement 🔑 Keywords: 3D geometry generation, diffusion framework, high-fidelity, spatial localization 💡 […]

1. Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss 🔑 Keywords: Mixture-of-Experts, expert-router coupling, internal activations, expert specialization 💡 Category: […]

1. InsertAnywhere: Bridging 4D Scene Geometry and Diffusion Models for Realistic Video Object Insertion 🔑 Keywords: 4D scene understanding, realistic video object […]

1. Latent Implicit Visual Reasoning 🔑 Keywords: Large Multimodal Models, visual reasoning, task-agnostic, supervised learning, state-of-the-art 💡 Category: Multi-Modal Learning 🌟 Research […]

1. TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times 🔑 Keywords: TurboDiffusion, Video Generation, Attention Acceleration, Quantization, Step Distillation 💡 Category: Generative […]

1. SemanticGen: Video Generation in Semantic Space 🔑 Keywords: SemanticGen, Diffusion Model, VAE Latents, Semantic Space, Video Generation 💡 Category: Generative Models […]

1. DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI 🔑 Keywords: DataFlow, LLM-driven, […]

1. Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows 🔑 Keywords: Scientific General Intelligence, Practical Inquiry Model, SGI-Bench, Test-Time Reinforcement Learning, […]

1. Kling-Omni Technical Report 🔑 Keywords: Kling-Omni, Generative Framework, Multimodal Inputs, Video Generation, Cinematic-Quality 💡 Category: Generative Models 🌟 Research Objective: – […]

1. Step-GUI Technical Report 🔑 Keywords: GUI automation, Calibrated Step Reward System, self-evolving training pipeline, GUI-MCP, high-privacy execution 💡 Category: AI Systems […]