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Mengnan Du

6 papers hereh-index 347 citations6 works total

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

author position
  • middle author4
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.LG2
  • astro-ph.SR1
  • cs.CV1
same name
  • Mengnan Du — 42 papers, h 26
  • Mengnan Du — 28 papers, h 18
  • Mengnan Du — 19 papers, h 4
  • Mengnan Du — 11 papers, h 3
  • Mengnan Du — 5 papers, h 3
  • Mengnan Du — 5 papers, h 3

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
20232025
most citedBeyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution

2 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.CL2024★ 2 cited

Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution

Haiyan Zhao, Heng Zhao, Bo Shen +3

Probing learned concepts in large language models (LLMs) is crucial for understanding how semantic knowledge is encoded internally. Training linear classifiers on probing tasks is…

cs.CV2024

Deep Computer Vision for Solar Physics Big Data: Opportunities and Challenges

Bo Shen, Marco Marena, Chenyang Li +5

With recent missions such as advanced space-based observatories like the Solar Dynamics Observatory (SDO) and Parker Solar Probe, and ground-based telescopes like the Daniel K. Ino…

astro-ph.SR2024

Global-local Fourier Neural Operator for Accelerating Coronal Magnetic Field Model

Yutao Du, Qin Li, Raghav Gnanasambandam +3

Exploring the outer atmosphere of the sun has remained a significant bottleneck in astrophysics, given the intricate magnetic formations that significantly influence diverse solar…

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