Fast NF4 Dequantization Kernels for Large Language Model Inference

EasyVideoR1: Easier RL for Video Understanding

MultiWorld: Scalable Multi-Agent Multi-View Video World Models

OpenGame: Open Agentic Coding for Games

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence

OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image

Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy

UI-TARS: Pioneering Automated GUI Interaction with Native Agents

HunyuanVideo: A Systematic Framework for Large Video Generative Models

MathNet: A Global Multimodal Benchmark for Mathematical Reasoning and Retrieval

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering

Active Context Compression: Autonomous Memory Management in LLM Agents

Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning

Qwen3.5-Omni Technical Report

Web Retrieval-Aware Chunking (W-RAC) for Efficient and Cost-Effective Retrieval-Augmented Generation Systems

PersonaVLM: Long-Term Personalized Multimodal LLMs

Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips

Elucidating the SNR-t Bias of Diffusion Probabilistic Models

Multimodal OCR: Parse Anything from Documents

Granite-speech: open-source speech-aware LLMs with strong English ASR capabilities

Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis

Video Object and Interaction Deletion

VoxCPM: Tokenizer-Free TTS for Context-Aware Speech Generation and True-to-Life Voice Cloning

OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models

Where Vision Becomes Text: Locating the OCR Routing Bottleneck in Vision-Language Models

OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets

dnaHNet: A Scalable and Hierarchical Foundation Model for Genomic Sequence Learning

Neural Computers

Fast NF4 Dequantization Kernels for Large Language Model Inference

EasyVideoR1: Easier RL for Video Understanding

MultiWorld: Scalable Multi-Agent Multi-View Video World Models

OpenGame: Open Agentic Coding for Games

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence

OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image

Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy

UI-TARS: Pioneering Automated GUI Interaction with Native Agents

HunyuanVideo: A Systematic Framework for Large Video Generative Models

MathNet: A Global Multimodal Benchmark for Mathematical Reasoning and Retrieval

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering

Active Context Compression: Autonomous Memory Management in LLM Agents

Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning

Qwen3.5-Omni Technical Report

Web Retrieval-Aware Chunking (W-RAC) for Efficient and Cost-Effective Retrieval-Augmented Generation Systems

PersonaVLM: Long-Term Personalized Multimodal LLMs

Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips

Elucidating the SNR-t Bias of Diffusion Probabilistic Models

Multimodal OCR: Parse Anything from Documents

Granite-speech: open-source speech-aware LLMs with strong English ASR capabilities

Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis

Video Object and Interaction Deletion

VoxCPM: Tokenizer-Free TTS for Context-Aware Speech Generation and True-to-Life Voice Cloning

OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models

Where Vision Becomes Text: Locating the OCR Routing Bottleneck in Vision-Language Models

OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets

dnaHNet: A Scalable and Hierarchical Foundation Model for Genomic Sequence Learning

Neural Computers