Urban Socio-Semantic Segmentation with Vision-Language Reasoning

STEP3-VL-10B Technical Report

SeedFold: Scaling Biomolecular Structure Prediction

TranslateGemma Technical Report

Fast-ThinkAct: Efficient Vision-Language-Action Reasoning via Verbalizable Latent Planning

SkinFlow: Efficient Information Transmission for Open Dermatological Diagnosis via Dynamic Visual Encoding and Staged RL

A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation

Controlled Self-Evolution for Algorithmic Code Optimization

MAXS: Meta-Adaptive Exploration with LLM Agents

DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

The motivic class of the space of genus 0 maps to the flag variety

UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities

On the Non-decoupling of Supervised Fine-tuning and Reinforcement Learning in Post-training

EpiCaR: Knowing What You Don't Know Matters for Better Reasoning in LLMs

Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization

How Do Large Language Models Learn Concepts During Continual Pre-Training?

JudgeRLVR: Judge First, Generate Second for Efficient Reasoning

SnapGen++: Unleashing Diffusion Transformers for Efficient High-Fidelity Image Generation on Edge Devices

Motion Attribution for Video Generation

VLingNav: Embodied Navigation with Adaptive Reasoning and Visual-Assisted Linguistic Memory

Ministral 3

The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents

ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking

ShowUI-$π$π: Flow-based Generative Models as GUI Dexterous Hands

Learning Latent Action World Models In The Wild

Dr. Zero: Self-Evolving Search Agents without Training Data

MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head

GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts

X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning

Urban Socio-Semantic Segmentation with Vision-Language Reasoning

STEP3-VL-10B Technical Report

SeedFold: Scaling Biomolecular Structure Prediction

TranslateGemma Technical Report

Fast-ThinkAct: Efficient Vision-Language-Action Reasoning via Verbalizable Latent Planning

SkinFlow: Efficient Information Transmission for Open Dermatological Diagnosis via Dynamic Visual Encoding and Staged RL

A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation

Controlled Self-Evolution for Algorithmic Code Optimization

MAXS: Meta-Adaptive Exploration with LLM Agents

DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

The motivic class of the space of genus 0 maps to the flag variety

UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities

On the Non-decoupling of Supervised Fine-tuning and Reinforcement Learning in Post-training

EpiCaR: Knowing What You Don't Know Matters for Better Reasoning in LLMs

Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization

How Do Large Language Models Learn Concepts During Continual Pre-Training?

JudgeRLVR: Judge First, Generate Second for Efficient Reasoning

SnapGen++: Unleashing Diffusion Transformers for Efficient High-Fidelity Image Generation on Edge Devices

Motion Attribution for Video Generation

VLingNav: Embodied Navigation with Adaptive Reasoning and Visual-Assisted Linguistic Memory

Ministral 3

The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents

ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking

ShowUI-$π$π: Flow-based Generative Models as GUI Dexterous Hands

Learning Latent Action World Models In The Wild

Dr. Zero: Self-Evolving Search Agents without Training Data

MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head

GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts

X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning