Jiaxin Mao
7 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Computer Science
(3)
Applications Β· Computer Science
(3)
Optimization & Theory
(3)
Application Areas
(2)
Core Methods
(2)
Generation
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications Β· Natural Language Processing
(1)
Core AI
(1)
Keywords
constrained clustering
(2)
dense retrieval
(2)
nearest neighbor search
(2)
discrete representation
(2)
approximate nearest neighbor search
(2)
product quantization
(2)
language model adaptation
(1)
policy learning
(1)
text-to-image generation
(1)
legal case retrieval
(1)
document representation
(1)
semantic similarity
(1)
knowledge graph
(1)
continual pre-training
(1)
retrieval-augmented generation
(1)
data mixture
(1)
centralized training decentralized execution
(1)
deep reasoning
(1)
scientific reasoning
(1)
faithful reasoning
(1)
Papers
Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation
ICLR 2025
Towards Effective and Efficient Continual Pre-training of Large Language Models
ACL 2025
Prompt Refinement with Image Pivot for Text-to-Image Generation
ACL 2024
PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning
IJCAI 2024
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract)
IJCAI 2023
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract)
IJCAI 2022
BERT-PLI: Modeling Paragraph-Level Interactions for Legal Case Retrieval
IJCAI 2020