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Junming Huang

3 papers hereh-index 5100 citations8 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CL1
  • cs.LG1
same name
  • Junming Huang — 5 papers, h 17
  • Junming Huang — 2 papers
  • Junming Huang — 1 paper
  • Junming Huang — 1 paper
  • Junming Huang — 1 paper

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

most citedIntegration of Mamba and Transformer -- MAT for Long-Short Range Time Series Forecasting with Application to Weather Dynamics

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.AI2025

Lean4Physics: Comprehensive Reasoning Framework for College-level Physics in Lean4

Yuxin Li, Minghao Liu, Ruida Wang +6

We present **Lean4PHYS**, a comprehensive reasoning framework for college-level physics problems in Lean4. **Lean4PHYS** includes *LeanPhysBench*, a college-level benchmark for for…

cs.CL2024

Optimizing News Text Classification with Bi-LSTM and Attention Mechanism for Efficient Data Processing

Bingyao Liu, Jiajing Chen, Rui Wang +3

The development of Internet technology has led to a rapid increase in news information. Filtering out valuable content from complex information has become an urgentproblem that nee…

cs.LG2024★ 1 cited

Integration of Mamba and Transformer -- MAT for Long-Short Range Time Series Forecasting with Application to Weather Dynamics

Wenqing Zhang, Junming Huang, Ruotong Wang +3

Long-short range time series forecasting is essential for predicting future trends and patterns over extended periods. While deep learning models such as Transformers have made sig…

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