Guangyuan Ma
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
EMNLP (2)
NAACL (2)
Top co-authors
Keywords
information retrieval
(3)
dense passage retrieval
(2)
masked auto-encoder
(2)
zero-shot learning
(1)
domain generalization
(1)
transfer learning
(1)
text representation
(1)
semantic alignment
(1)
dense retrieval
(1)
news recommendation
(1)
distributionally robust optimization
(1)
language model
(1)
mixture of expert
(1)
unsupervised pre-training
(1)
self-supervised pre-training
(1)
expert routing
(1)
user behavior modeling
(1)
user representation
(1)
knowledge sharing
(1)
zero-shot retrieval
(1)
Papers
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval
AAAI 2025
CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts
NAACL 2025
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems
NAACL 2024
ConTextual Masked Auto-Encoder for Dense Passage Retrieval
AAAI 2023
Query-as-context Pre-training for Dense Passage Retrieval
EMNLP 2023
PUNR: Pre-training with User Behavior Modeling for News Recommendation
EMNLP 2023