Yi Tu
11 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (33) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Champion
(3)
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Keyword Collector
(59)
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Century Club Β· Bronze
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Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Applications Β· Natural Language Processing
(4)
Core AI
(4)
Core Methods
(4)
Computer Vision
(3)
Deep Learning
(3)
Analysis
(3)
Application Areas
(3)
Architectures
(2)
Learning Types
(2)
Processing
(2)
Data Science & Analytics
(1)
Applications Β· Data Science & Analytics
(1)
Keywords
document understanding
(4)
visual document
(3)
large language model
(2)
multimodal learning
(2)
named entity recognition
(2)
visual saliency
(1)
text classification
(1)
semantic segmentation
(1)
knowledge distillation
(1)
self-supervised learning
(1)
relation extraction
(1)
information extraction
(1)
prompt engineering
(1)
model evaluation
(1)
sequence labeling
(1)
instruction tuning
(1)
preference learning
(1)
multi-instance learning
(1)
model alignment
(1)
domain generalization
(1)
Papers
SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder
AAAI 2026
Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
EACL 2026
FiRC-NLP at SemEval-2025 Task 3: Exploring Prompting Approaches for Detecting Hallucinations in LLMs
SemEval 2025
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
EMNLP 2024
SAFETY-J: Evaluating Safety with Critique
EMNLP 2024
LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding
ACL 2023
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction
EMNLP 2023
Image Cropping with Composition and Saliency Aware Aesthetic Score Map
AAAI 2020
Learning From Web Data With Self-Organizing Memory Module
CVPR 2020
Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention Representation
IJCAI 2019
Neural Framework for Joint Evolution Modeling of User Feedback and Social Links in Dynamic Social Networks
IJCAI 2018