Menghai Pan
5 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(20)
Conferences
ACL (2)
EMNLP (1)
IJCAI (1)
NIPS (1)
Top co-authors
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)
molecular generation
(1)
discrete-state diffusion
(1)
sentence embedding
(1)
semantic understanding
(1)
context compression
(1)
llm embedding
(1)
graph neural network
(1)
multi-agent system
(1)
document filtering
(1)
semantic compression
(1)
transaction understanding
(1)
Papers
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression
ACL 2026
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
ACL 2025
Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings
EMNLP 2025
Discrete-state Continuous-time Diffusion for Graph Generation
NIPS 2024
Probabilistic Masked Attention Networks for Explainable Sequential Recommendation
IJCAI 2023