Xiaoyang Yi
3 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Artificial Intelligence
(3)
Core AI · Artificial Intelligence
(3)
Computer Vision
(2)
Core AI · Computer Vision
(2)
Deep Learning
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
multimodal large language model
(2)
few-shot learning
(1)
information extraction
(1)
abstract meaning representation
(1)
semantic knowledge
(1)
pre-trained language model
(1)
graph encoder
(1)
semantic graph
(1)
fine-grained visual understanding
(1)
visual gaze diffusion
(1)
referring dialogue
(1)
semantic heatmap
(1)
contrastive learning
(1)
perception reasoning
(1)
Papers
Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs
ACL 2026
CoreGaze: Core Subgraph-Driven Visual Gaze Diffusion for Training-Free Referring Multimodal Large Language Models
ACL 2026
Integrating Structural Semantic Knowledge for Enhanced Information Extraction Pre-training
EMNLP 2024