Guangyuan Ma
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Learning Types · Machine Learning
(5)
Applications · Natural Language Processing
(4)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Techniques
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Core Methods
(1)
Generation
(1)
Keywords
information retrieval
(3)
masked autoencoder
(2)
dense passage retrieval
(2)
zero-shot learning
(1)
domain generalization
(1)
transfer learning
(1)
unsupervised pretraining
(1)
text representation
(1)
semantic alignment
(1)
dense retrieval
(1)
news recommendation
(1)
distributionally robust optimization
(1)
language model
(1)
mixture of expert
(1)
self-supervised pretraining
(1)
expert routing
(1)
user behavior modeling
(1)
user representation
(1)
knowledge sharing
(1)
zero-shot retrieval
(1)
Papers
CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts
NAACL 2025
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval
AAAI 2025
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems
NAACL 2024
ConTextual Masked Auto-Encoder for Dense Passage Retrieval
AAAI 2023
PUNR: Pre-training with User Behavior Modeling for News Recommendation
EMNLP 2023
Query-as-context Pre-training for Dense Passage Retrieval
EMNLP 2023