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Hongmei Lu

26PUBLICATIONS
9CO-AUTHORS
Knowledge representation and reasoningStatistical mechanics, physical combinatorics and mathematical aspects of condensed matterMetabolomic chemistryDeep learningMicroelectromechanical systems (MEMS)
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Journal

Publications (26)

Sort by Publication Date:
|May 29, 2026
TeLLAgent: a dual-agent framework for reliable scientific discovery with tool-enhanced LLMs.

|May 18, 2026
P4NSU: Projection-Based Pretraining for Nonlinear Sparse Unmixing in Spectral Imaging.

|Apr 29, 2026
Mass Spectrometry Imaging of Glycosphingolipid C═C Position Isomers by On-tissue Capture-Epoxidation on a Diselenide-Functionalized Covalent Organic Framework.

|Dec 12, 2025
DeepMIR: A Hybrid Convolutional Neural Network-Transformer Framework for Accurate Identification of Target Components from Mid-Infrared Spectra of Mixtures.

Lin Tan, Yue Wang, Hailiang Zhang

|Sep 09, 2025
Calibration Transfer of Deep Learning Models among Multiple Raman Spectrometers via Low-Rank Adaptation.

Jiahui Lai, Miaomiao Li, Song Chen

|Jun 20, 2025
CSU-MS<sup>2</sup>: A Contrastive Learning Framework for Cross-Modal Compound Identification from MS/MS Spectra to Molecular Structures.

Ting Xie, Hailiang Zhang, Qiong Yang

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Frequent Collaborators

13 joint publications

Zhimin Zhang

4 joint publications

Qian Wu

3 joint publications

Hongchao Ji

3 joint publications

Yang Wang

2 joint publications

Jinyu Sun

1 joint publications

Pingshan Wang

1 joint publications

Yi Chen

1 joint publications

Jun Yuan

1 joint publications

Yingping Zou

Frequent Collaborators

13 joint publications

Zhimin Zhang

4 joint publications

Qian Wu

3 joint publications

Hongchao Ji

3 joint publications

Yang Wang