Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance

Soft Adaptive Policy Optimization

Scaling Zero-Shot Reference-to-Video Generation

Voxify3D: Pixel Art Meets Volumetric Rendering

DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems

Unified Video Editing with Temporal Reasoner

Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification

DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt

WorldGen: From Text to Traversable and Interactive 3D Worlds

Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance

DTS: Enhancing Large Reasoning Models via Decoding Tree Sketching

Adaptive Kernel Design for Bayesian Optimization Is a Piece of CAKE with LLMs

DePass: Unified Feature Attributing by Simple Decomposed Forward Pass

COOPER: A Unified Model for Cooperative Perception and Reasoning in Spatial Intelligence

From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks

PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling

EMMA: Efficient Multimodal Understanding, Generation, and Editing with a Unified Architecture

EditThinker: Unlocking Iterative Reasoning for Any Image Editor

TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows

CARE-PD: A Multi-Site Anonymized Clinical Dataset for Parkinson's Disease Gait Assessment

WenetSpeech-Chuan: A Large-Scale Sichuanese Corpus with Rich Annotation for Dialectal Speech Processing

PolypSense3D: A Multi-Source Benchmark Dataset for Depth-Aware Polyp Size Measurement in Endoscopy

PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver Monitoring

Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)

OmniSVG: A Unified Scalable Vector Graphics Generation Model

Algorithmic Thinking Theory

Robotic World Model: A Neural Network Simulator for Robust Policy Optimization in Robotics

Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation

Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance

Soft Adaptive Policy Optimization

Scaling Zero-Shot Reference-to-Video Generation

Voxify3D: Pixel Art Meets Volumetric Rendering

DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems

Unified Video Editing with Temporal Reasoner

Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification

DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt

WorldGen: From Text to Traversable and Interactive 3D Worlds

Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance

DTS: Enhancing Large Reasoning Models via Decoding Tree Sketching

Adaptive Kernel Design for Bayesian Optimization Is a Piece of CAKE with LLMs

DePass: Unified Feature Attributing by Simple Decomposed Forward Pass

COOPER: A Unified Model for Cooperative Perception and Reasoning in Spatial Intelligence

From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks

PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling

EMMA: Efficient Multimodal Understanding, Generation, and Editing with a Unified Architecture

EditThinker: Unlocking Iterative Reasoning for Any Image Editor

TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows

CARE-PD: A Multi-Site Anonymized Clinical Dataset for Parkinson's Disease Gait Assessment

WenetSpeech-Chuan: A Large-Scale Sichuanese Corpus with Rich Annotation for Dialectal Speech Processing

PolypSense3D: A Multi-Source Benchmark Dataset for Depth-Aware Polyp Size Measurement in Endoscopy

PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver Monitoring

Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)

OmniSVG: A Unified Scalable Vector Graphics Generation Model

Algorithmic Thinking Theory

Robotic World Model: A Neural Network Simulator for Robust Policy Optimization in Robotics

Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation