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Menghai Pan

11 papers hereh-index 6210 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author11

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CL4
  • cs.AI1
  • cs.DB1
same name
  • Menghai Pan — 2 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedEnhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings

2 citations · 5 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.DB2023

Sketching Multidimensional Time Series for Fast Discord Mining

Chin-Chia Michael Yeh, Yan Zheng, Menghai Pan +7

Time series discords are a useful primitive for time series anomaly detection, and the matrix profile is capable of capturing discord effectively. There exist many research efforts…

cs.LG2023

Fine-grained Graph Rationalization

Zhe Xu, Menghai Pan, Yuzhong Chen +4

Rationale discovery is defined as finding a subset of the input data that maximally supports the prediction of downstream tasks. In the context of graph machine learning, graph rat…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.