About Me
Hi, I am Jiancheng Pan (潘建成). I am a third-year master student at the Institute of Computer Vision of Zhejiang University of Technology under the supervision of Prof. Cong Bai. At the same time, I am a visiting research student at AI4Earth Laboratory of Tsinghua University with Prof. Xiaomeng Huang (The learning here has led me to attempt interdisciplinary research combining AI and geosciences).
My research interests [Keywords] include but are not limited to Multimodal Learning, Data-centric AI, Foundation Model with its application on Earth Observation [GeoAI], towards constructing Earth Observation Foundation Models [EOFMs]. I am also dedicated to tackling challenges in Earth sciences through machine learning, with a particular emphasis on solving socially relevant problems, such as advancing sustainability [ML4Sustainability][AI4Earth].
I believe in earning through skills and achieving through collaboration. I am actively seeking internship or co-operation opportunities related to tackling challenges the field of Earth sciences with GeoAI technologies, particularly in sustainable development. If you are also similarly working on related research, feel free to discuss and communicate with me.
News
- [Dec. 2024] One paper is accepted by AAAI 2025 (CCF-A).
- [Nov. 2024] Awarded the National Scholarship (Top 1.05%, Ranking 7/664).
- [Oct. 2024] One abstract has been accepted by AGU2024 at Washington,D.C (Oral).
- [Aug. 2024] One paper of LAE-DINO
is posted at arXiv.
- [Apr. 2024] One paper is accepted by IEEE TGRS 2024 (CCF-B, IF=7.5).
- [Oct. 2023] Awarded the National Scholarship (Top 0.2%, Ranking 1/615).
- [Jul. 2023] One paper is accepted by ACMMM 2023 (CCF-A, Oral).
- [Apr. 2023] Successfully apply for ICMR Travel Scholarship (2000$).
- [Apr. 2023] One paper is accepted by ICMR 2023 (CCF-B, Oral).
* indicates contributed equally and is corresponding author.
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Preprint
Qing Ma, Hongze Ni, Jiancheng Pan, Cong Bai, Shengyong Chen
Under Review, 2024.
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AAAI'25
Jiancheng Pan*, Yanxing Liu*, Yuqian Fu, Muyuan Ma, Jiahao Li, Danda Pani Paudel, Luc Van Gool, Xiaomeng Huang
AAAI Conference on Artificial Intelligence, 2025.
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Preprint
Jiancheng Pan, Muyuan Ma, Qing Ma, Cong Bai, Shengyong Chen
Under Review, 2024.
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TGRS'24
Qing Ma*, Jiancheng Pan*, Cong Bai
IEEE Transactions on Geoscience and Remote Sensing, 2024.
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ACMMM'23
Jiancheng Pan, Qing Ma, Cong Bai
ACM International Conference on Multimedia, 2023.
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ICMR'23
Jiancheng Pan, Qing Ma, Cong Bai
ACM International Conference on Multimedia Retrieval, 2023.
Projects
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Organized by Tsinghua University
The Global Infrastructure Emissions Detector (GID) tracks global emission sources, analyzes temporal and spatial patterns, and provides tools and models for related research.
Honors
- National Scholarship (Top 1.05%, Ranking 7/664), 2024
- National Scholarship (Top 0.2%, Ranking 1/615), 2023
- ICMR Travel Scholarship (2000$, Greece), 2023
- 2nd Place for China Postgraduate Mathematical Contest in Modelling (13.36% award rate), 2023
Services
Conference Reviewers
- ICMR'24/25, ACMMM'24/25, NeurIPS'24
Journal Reviewers
- Information Fusion (INFFUS)
- IEEE Transactions on Image Processing (IEEE TIP)
Talks
- AGU24 Fall Meeting Oral Session of Advancing Machine Learning for Remote Sensing: Overcoming Data Scarcity and Domain Shift Challenges at Washington,D.C, 2024
- ICMR'23 Oral Long Paper Session (Retrieval) at Greece, 2023
Internships
- Intern at Shanghai Artificial Intelligence Laboratory
, 2024
- Visiting Research Student at Tsinghua University
, 2023 -
