Shorter but not Worse: Frugal Reasoning via Easy Samples as Length Regularizers in Math RLVR

Brain-IT: Image Reconstruction from fMRI via Brain-Interaction Transformer

When Modalities Conflict: How Unimodal Reasoning Uncertainty Governs Preference Dynamics in MLLMs

Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization

When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought

VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation

The AI Productivity Index (APEX)

Chain-of-Frames: Advancing Video Understanding in Multimodal LLMs via Frame-Aware Reasoning

Towards Robust Mathematical Reasoning

Towards a future space-based, highly scalable AI infrastructure system design

PHUMA: Physically-Grounded Humanoid Locomotion Dataset

UniREditBench: A Unified Reasoning-based Image Editing Benchmark

Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph

UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback

The Underappreciated Power of Vision Models for Graph Structural Understanding

Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation

NOBLE - Neural Operator with Biologically-informed Latent Embeddings to Capture Experimental Variability in Biological Neuron Models

Glia: A Human-Inspired AI for Automated Systems Design and Optimization

Context Engineering 2.0: The Context of Context Engineering

Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning

Continuous Autoregressive Language Models

π𝚁𝙻: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats

ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning

OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows

The Era of Agentic Organization: Learning to Organize with Language Models

SPICE: Self-Play In Corpus Environments Improves Reasoning

Surfer 2: The Next Generation of Cross-Platform Computer Use Agents

Exploring Conditions for Diffusion models in Robotic Control

Can Agent Conquer Web? Exploring the Frontiers of ChatGPT Atlas Agent in Web Games

Shorter but not Worse: Frugal Reasoning via Easy Samples as Length Regularizers in Math RLVR

Brain-IT: Image Reconstruction from fMRI via Brain-Interaction Transformer

When Modalities Conflict: How Unimodal Reasoning Uncertainty Governs Preference Dynamics in MLLMs

Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization

When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought

VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation

The AI Productivity Index (APEX)

Chain-of-Frames: Advancing Video Understanding in Multimodal LLMs via Frame-Aware Reasoning

Towards Robust Mathematical Reasoning

Towards a future space-based, highly scalable AI infrastructure system design

PHUMA: Physically-Grounded Humanoid Locomotion Dataset

UniREditBench: A Unified Reasoning-based Image Editing Benchmark

Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph

UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback

The Underappreciated Power of Vision Models for Graph Structural Understanding

Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation

NOBLE - Neural Operator with Biologically-informed Latent Embeddings to Capture Experimental Variability in Biological Neuron Models

Glia: A Human-Inspired AI for Automated Systems Design and Optimization

Context Engineering 2.0: The Context of Context Engineering

Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning

Continuous Autoregressive Language Models

π𝚁𝙻: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats

ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning

OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows

The Era of Agentic Organization: Learning to Organize with Language Models

SPICE: Self-Play In Corpus Environments Improves Reasoning

Surfer 2: The Next Generation of Cross-Platform Computer Use Agents

Exploring Conditions for Diffusion models in Robotic Control

Can Agent Conquer Web? Exploring the Frontiers of ChatGPT Atlas Agent in Web Games