Mingsong Li

Mingsong Li (李铭崧)

I am currently a last-year Master student at TIME Lab, School of Software, Shandong University, luckily supervised by Prof. Gongping Yang. Previously, I obtained my B.Eng. degree in Software Engineering from Shandong University in 2021.

Email: msli@mail.sdu.edu.cn / Google Scholar / Github / ORCID / CV

News

[2023.08]   We release our codebase LGTEUN. Feel free to test our code.
[2023.04]   Our paper LGTEUN for Pan-sharpening was accepted by IJCAI 2023. See you in Macau!
[2023.04]   Our paper AMS-M2ESL for Hyperspectral Image Classification was accepted by TGRS.
[2022.10]   Our paper CVSSN (my first first-author paper) for Hyperspectral Image Classification was accepted by TCSVT!

Research

I am broadly interested in Computer Vision and Machine Learning. My current interest lies in the intersection of Remote Sensing Image Processing and Analysis, Computer Vision, and Machine Learning, with a focus on hyperspectral and multispectral images.

Research Topics:
   •   Hyperspectral Image Classification
   •   Pan-sharpening
   •   Others

First-author Publications
	Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening *Mingsong Li, Yikun Liu, Tao Xiao, Yuwen Huang, Gongping Yang^† International Joint Conference on Artificial Intelligence (IJCAI)*, 2023 (643/4566, ～14% acceptance) paper / arXiv / code / video / slides / poster
	Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Representation for Hyperspectral Image Classification *Mingsong Li, Wei Li, Yikun Liu, Yuwen Huang, Gongping Yang^† IEEE Transactions on Geoscience and Remote Sensing (TGRS)*, 2023 paper / code
	Exploring the Relationship Between Center and Neighborhoods: Central Vector Oriented Self-Similarity Network for Hyperspectral Image Classification *Mingsong Li, Yikun Liu, Guangkuo Xue, Yuwen Huang, Gongping Yang^† IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)*, 2022 paper / code
Selected Co-author Publications
	Enhancing Multiscale Representations with Transformer for Remote Sensing Image Semantic Segmentation Tao Xiao, Yikun Liu, Yuwen Huang, *Mingsong Li, Gongping Yang^† IEEE Transactions on Geoscience and Remote Sensing (TGRS)*, 2023 paper / code
	A^3Seg: An Annealing Augmented and Aligned Semantic Segmentation Network for High Spatial Resolution Remote Sensing Images Guangkuo Xue, Yikun Liu, Yuwen Huang, *Mingsong Li, Gongping Yang^† IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)*, 2022 paper

Research Experiences
B.Eng. and M.S. student TIME Lab, Shandong University Topic: Relationship Exploration Oriented Remote Sensing Image Understanding and Analysis Supervisor: Prof. Gongping Yang	2020.10-present
Undergraduate Research Assistant SDE Center, Shandong University Topic: Abnormal Detection of Peer Review in A Crowdsourcing Prospective Mentor: Prof. Lei Liu	2019.10-2020.10

Professional Services
Reviewer
• IEEE Transactions on Geoscience and Remote Sensing (TGRS)	2023.09-present
• IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)	2023.10-present

Talks

2023.08, Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening in IJCAI 2023, at Macau, China [slides]

Selected Awards and Honors

   •    President Scholarship (for postgraduates) in Shandong University, 2023
   •    National Scholarship (for master students), from the Ministry of Education of China, 2023
   •    First-class Scholarship for Outstanding Students in Shandong University, 2023
   •    Outstanding Graduates of Shandong University, 2021
   •    Outstanding Undergraduate Thesis of Shandong University, 2021
   •    First-class Scholarship for Outstanding Students in Shandong University, 2020
   •    Second-class Scholarship for Outstanding Students in Shandong University, 2019