2 citations · 2 across the 5 of their papers we have counts for
5 papers
SD-MAR: Multi-image Analytical Reasoning via Synthetic Data and Reinforcement Learning
Shiyu Yuan, Sourav Sanjukta Bhabesh, Zhe Wang +3
Vision Language Models (VLMs) demonstrate strong perceptual abilities but remain limited in tasks requiring analytical reasoning across multiple visual states, such as multi-image…
Learning Multimodal Latent Generative Models with Energy-Based Prior
Shiyu Yuan, Jiali Cui, Hanao Li +1
Multimodal generative models have recently gained significant attention for their ability to learn representations across various modalities, enhancing joint and cross-generation c…
Learning Multimodal Latent Space with EBM Prior and MCMC Inference
Shiyu Yuan, Carlo Lipizzi, Tian Han
Multimodal generative models are crucial for various applications. We propose an approach that combines an expressive energy-based model (EBM) prior with Markov Chain Monte Carlo (…
From Ambiguity to Explicitness: NLP-Assisted 5G Specification Abstraction for Formal Analysis
Shiyu Yuan, Jingda Yang, Sudhanshu Arya +2
Formal method-based analysis of the 5G Wireless Communication Protocol is crucial for identifying logical vulnerabilities and facilitating an all-encompassing security assessment,…
Information Extraction in Domain and Generic Documents: Findings from Heuristic-based and Data-driven Approaches
Shiyu Yuan, Carlo Lipizzi
Information extraction (IE) plays very important role in natural language processing (NLP) and is fundamental to many NLP applications that used to extract structured information f…