Menghai Pan
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Generation
(1)
Keywords
large language model
(3)
retrieval-augmented generation
(2)
graph representation
(1)
adaptive filtering
(1)
continuous-time diffusion
(1)
continuous time
(1)
generative model
(1)
diffusion model
(1)
foundation model
(1)
sequential recommendation
(1)
molecular generation
(1)
sparse attention
(1)
discrete-state diffusion
(1)
sentence embedding
(1)
semantic understanding
(1)
context compression
(1)
llm embedding
(1)
transformer model
(1)
graph neural network
(1)
multi-agent system
(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
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
ACL 2025
Discrete-state Continuous-time Diffusion for Graph Generation
NeurIPS 2024
Probabilistic Masked Attention Networks for Explainable Sequential Recommendation
IJCAI 2023