Yingtong Dou
4 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
graph neural network
(2)
anomaly detection
(2)
node classification
(1)
retrieval-augmented generation
(1)
graph mining
(1)
sentence embedding
(1)
graph outlier detection
(1)
library software
(1)
semantic understanding
(1)
context compression
(1)
llm embedding
(1)
semantic compression
(1)
transaction understanding
(1)
semantic initialization
(1)
multi-source data fusion
(1)
evidence reranking
(1)
transaction data
(1)
unsupervised learning
(1)
merchant categorization
(1)
Papers
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression
ACL 2026
Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings
EMNLP 2025
PyGOD: A Python Library for Graph Outlier Detection
JMLR 2024
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs
NeurIPS 2022