Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

MOVA: Towards Scalable and Synchronized Video-Audio Generation

MemoryLLM: Plug-n-Play Interpretable Feed-Forward Memory for Transformers

DreamDojo: A Generalist Robot World Model from Large-Scale Human Videos

F-GRPO: Don't Let Your Policy Learn the Obvious and Forget the Rare

MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration

AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions

Baichuan-M3: Modeling Clinical Inquiry for Reliable Medical Decision-Making

Generative Modeling via Drifting

AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Learning to Reason in 13 Parameters

DFlash: Block Diffusion for Flash Speculative Decoding

Context Forcing: Consistent Autoregressive Video Generation with Long Context

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR

Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening

CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty

Streaming Sequence-to-Sequence Learning with Delayed Streams Modeling

Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation

Stateful Conformer with Cache-Based Inference for Streaming Automatic Speech Recognition

Native and Compact Structured Latents for 3D Generation

Continuous Audio Language Models

Evolving Interactive Diagnostic Agents in a Virtual Clinical Environment

WeDLM: Reconciling Diffusion Language Models with Standard Causal Attention for Fast Inference

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

HunyuanVideo-Foley: Multimodal Diffusion with Representation Alignment for High-Fidelity Foley Audio Generation

Fara-7B: An Efficient Agentic Model for Computer Use

Fun-ASR Technical Report

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

MOVA: Towards Scalable and Synchronized Video-Audio Generation

MemoryLLM: Plug-n-Play Interpretable Feed-Forward Memory for Transformers

DreamDojo: A Generalist Robot World Model from Large-Scale Human Videos

F-GRPO: Don't Let Your Policy Learn the Obvious and Forget the Rare

MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration

AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions

Baichuan-M3: Modeling Clinical Inquiry for Reliable Medical Decision-Making

Generative Modeling via Drifting

AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Learning to Reason in 13 Parameters

DFlash: Block Diffusion for Flash Speculative Decoding

Context Forcing: Consistent Autoregressive Video Generation with Long Context

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR

Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening

CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty

Streaming Sequence-to-Sequence Learning with Delayed Streams Modeling

Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation

Stateful Conformer with Cache-Based Inference for Streaming Automatic Speech Recognition

Native and Compact Structured Latents for 3D Generation

Continuous Audio Language Models

Evolving Interactive Diagnostic Agents in a Virtual Clinical Environment

WeDLM: Reconciling Diffusion Language Models with Standard Causal Attention for Fast Inference

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

HunyuanVideo-Foley: Multimodal Diffusion with Representation Alignment for High-Fidelity Foley Audio Generation

Fara-7B: An Efficient Agentic Model for Computer Use

Fun-ASR Technical Report