OpenWorldLib: A Unified Codebase and Definition of Advanced World Models

DataFlow Team, Bohan Zeng, Daili Hua +39

HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation

Hao Liu, Zhengren Wang, Xi Chen +4

Probabilistic Inclusion Depth for Fuzzy Contour Ensemble Visualization

Cenyang Wu, Daniel Klötzl, Qinhan Yu +4

M2IO-R1: An Efficient RL-Enhanced Reasoning Framework for Multimodal Retrieval Augmented Multimodal Generation

Zhiyou Xiao, Qinhan Yu, Binghui Li +3

VIG-RL: Learning to Search and Insert for Verified Image Grounding

Qinhan Yu, Jun Guang, Chong Chen +1

The paper introduces VIG-RL, a reinforcement‑learning based agent that dynamically decides when to retrieve, select, and insert authentic images into text responses, improving veri…

Ensemble Visualization With Variational Autoencoder

Cenyang Wu, Qinhan Yu, Liang Zhou

MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation

Qinhan Yu, Zhiyou Xiao, Binghui Li +3

Coherent Visualization of 2D Scalar Field Contour Ensembles With Probabilistic Latent Space Modeling

Cenyang Wu, Runhao Lin, Qinhan Yu +1

Retrieval-Augmented Generation for AI-Generated Content: A Survey

Penghao Zhao, Hailin Zhang, Qinhan Yu +7

QAEncoder: Towards Aligned Representation Learning in Question Answering Systems

Zhengren Wang, Qinhan Yu, Shida Wei +6