PANORAMA: The Rise of Omnidirectional Vision in the Embodied AI Era

Hala Technical Report: Building Arabic-Centric Instruction & Translation Models at Scale

DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning

Teaching LLMs to Plan: Logical Chain-of-Thought Instruction Tuning for Symbolic Planning

OpenHA: A Series of Open-Source Hierarchical Agentic Models in Minecraft

BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design

ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents

Towards General Agentic Intelligence via Environment Scaling

WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

Scaling Agents via Continual Pre-training

WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research

Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection

REFRAG: Rethinking RAG based Decoding

Align-Then-stEer: Adapting the Vision-Language Action Models through Unified Latent Guidance

SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation

Mixture of Contexts for Long Video Generation

MusicSwarm: Biologically Inspired Intelligence for Music Composition

LEGO: Spatial Accelerator Generation and Optimization for Tensor Applications

LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence

SearchInstruct: Enhancing Domain Adaptation via Retrieval-Based Instruction Dataset Creation

Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models

InternScenes: A Large-scale Simulatable Indoor Scene Dataset with Realistic Layouts

UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning

OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling

LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation

World Modeling with Probabilistic Structure Integration

VStyle: A Benchmark for Voice Style Adaptation with Spoken Instructions

HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering

InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis

PANORAMA: The Rise of Omnidirectional Vision in the Embodied AI Era

Hala Technical Report: Building Arabic-Centric Instruction & Translation Models at Scale

DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning

Teaching LLMs to Plan: Logical Chain-of-Thought Instruction Tuning for Symbolic Planning

OpenHA: A Series of Open-Source Hierarchical Agentic Models in Minecraft

BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design

ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents

Towards General Agentic Intelligence via Environment Scaling

WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

Scaling Agents via Continual Pre-training

WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research

Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection

REFRAG: Rethinking RAG based Decoding

Align-Then-stEer: Adapting the Vision-Language Action Models through Unified Latent Guidance

SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation

Mixture of Contexts for Long Video Generation

MusicSwarm: Biologically Inspired Intelligence for Music Composition

LEGO: Spatial Accelerator Generation and Optimization for Tensor Applications

LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence

SearchInstruct: Enhancing Domain Adaptation via Retrieval-Based Instruction Dataset Creation

Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models

InternScenes: A Large-scale Simulatable Indoor Scene Dataset with Realistic Layouts

UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning

OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling

LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation

World Modeling with Probabilistic Structure Integration

VStyle: A Benchmark for Voice Style Adaptation with Spoken Instructions

HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering

InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis