About Me
Hi, I am Jiancheng Pan (潘建成), a Ph.D. student at Tsinghua University. My research focuses on computer vision, multimodal learning, and MLLMs for real-world applications in Earth science, medicine, and robotics, etc. I have published papers at CVPR, AAAI, ACM MM, KDD, including a CVPR'26 Highlight and a KDD'26 Best Paper Award. Before that, I received Master's degree under the supervision of Prof. Cong Bai from Zhejiang University of Technology. At the same time, I spent two years at Tsinghua University as a Visiting Research Student under the supervision of Prof. Xiaomeng Huang. Prior to my Ph.D. studies, I was a Visiting Researcher at
, Sofia University "St. Kliment Ohridski", working with Prof. Luc Van Gool and Dr. Danda Paudel.
, Sofia University "St. Kliment Ohridski", working with Prof. Luc Van Gool and Dr. Danda Paudel.
Research Interests:
- Computer Vision
- Multimodal Learning
- Foundation MLLMs
- Unified Model
- Und. & Gen.
- Real-world Applications
e.g., Earth science,
medicine,
and robotics
vibe coding · photography · AI workflows
Selected Projects
Coding with Beat
Developer tool
Agent Leaderboard
AI resource index
RS Paper Hub
Research platform
CCF DDL Tracker
Chrome extension
News
- 08/2026 One paper is accepted by ECCV 2026 Workshop (HCMIW).
- 07/2026 Our KDD 2026 paper won the Best Paper Award 🏆 (AI4Science Track).
- 07/2026 Two papers are accepted by ACM MM 2026 (CCF-A). Congrats to coauthors.
-
07/2026
Open Source GeoAI Practice Challenge (30,000 CNY) with ModelScope
and IEEE GRSS Beijing Student Chapter Branch at IEEE AP-GARSS 2026.
-
06/2026
Call for papers: Open Source GeoAI Practice with ModelScope at IEEE AP-GARSS 2026 (2026 IEEE
亚太地球科学与遥感研讨会，青岛 ). -
05/2026
Give an AI TIME
CVPR'26 Pre-Conference Talk on 3D Vision & Physical Perception (三维视觉与物理感知 ). - 05/2026 One paper is accepted by KDD 2026 (Oral, CCF-A). Congrats to Xiao.
-
05/2026
One CVPR 2026 paper is invited to the EgoVis Workshop
at CVPR 2026!
-
04/2026
One paper is selected poster presentation by VALSE 2026
(武汉 ). - 03/2026 One paper is accepted by IGARSS 2026 (Oral). Congrats to Jiahao.
- 02/2026 One paper is accepted by CVPR 2026 (Highlight, CCF-A).
-
01/2026
We are hosting a CVPR 2026 workshop: NTIRE for CD-FSOD Challenge
.
- 11/2025 One paper is accepted by AAAI 2026 Workshop (AI4UP). Congrats to Jiahao.
- 10/2025 One paper is accepted by AAAI 2026 (IAAI,CCF-A). Congrats to Yuze.
- 10/2025 One paper is accept ed by IEEE GRSL. Congrats to Yanxing.
- 10/2025 One abstract has been accepted by AGU 2025 at New Orleans, LA (Oral).
-
09/2025
Our project has been selected by TeleAI Young Researchers Computing Program (TeleAI
青年智算计划首批入选项目 ). -
09/2025
Honored as Graduate Academic Star (
研究生学术之星 , Ranking 10/13000+). -
04/2025
One paper is selected poster presentation by VALSE 2025 (
珠海 ). -
04/2025
One paper is accepted by CVPR 2025 Workshop (NTIRE25 Challenge).
- 04/2025 Successfully apply for INSAIT Graduate Research Fellowship (INSAIT GRF).
-
03/2025
Runner-up in the NTIRE25 Challenge (Team Leader), CVPR 2025 Workshop.
- 03/2025 Two papers are accepted by IGARSS 2025. Congrats to Yanxing and Jiahao.
- 12/2024 One paper is accepted by AAAI 2025 (CCF-A).
-
11/2024
Awarded the National Scholarship (
国家奖学金 , Top 1.05%, Ranking 7/664). - 10/2024 One abstract has been accepted by AGU 2024 at Washington,D.C (Oral).
- 04/2024 One paper is accepted by IEEE TGRS (CCF-B, IF=7.5).
-
10/2023
Awarded the National Scholarship (
国家奖学金 , Top 0.2%, Ranking 1/615). - 07/2023 One paper is accepted by ACM MM 2023 (CCF-A, Oral).
- 04/2023 Successfully apply for ICMR Travel Scholarship (2000$).
- 04/2023 One paper is accepted by ACM ICMR 2023 (CCF-B, Oral).
Selected Research
Google Scholar Citations: 554† Published at CVPR, AAAI, ACM MM, KDD, ICMR, IGARSS, IEEE TGRS, and IEEE GRSL. [Full List]
FetalMind
KDD'26 Best Paper Award 🏆
A multi-modal foundation model for fetal ultrasound report generation and diagnosis.
V²-SAM
CVPR'26 Highlight｜EgoVis Workshop
Unified cross-view segmentation model for cross-view object correspondence.
LAE-DINO
AAAI'25｜AGU'24｜280+🌟
Remote sensing foundation detector for open-vocabulary object detection.
PIR
ACMMM'23 Oral
A prior instruction representation framework for remote sensing image-text retrieval.
EarthSynth
AGU'25｜60+🌟
Remote sensing generative foundation model for task-oriented synthesis.
DOVE
TGRS'24｜Top-tier Q1
A visual-semantic embedding model for remote sensing cross-modal retrieval.
SWAN
ICMR'23 Oral｜Travel Scholarship
A scene-aware aggregation network for remote sensing cross-modal retrieval.
ETS
CVPRW'25｜Runner-up 🏆
Augmentation-search strategy for cross-domain few-shot object detection.
Selected Honor
Affiliations
† My research journey began with my first independent project, and I’m grateful for every experience.
3 yrs
Scholarship
CN · HZ
Master Student
Zhejiang University of Technology †
Sep. 2022 – Jun. 2025
2 yrs
CN · BJ
Visiting Research Student
Tsinghua University
Aug. 2023 – Jun. 2025
5 mos
CN · SH
Algorithm Intern
Shanghai Artificial Intelligence Laboratory
Apr. 2024 – Aug. 2024
7 mos
Fellowship
BG · SOF
Visiting Researcher
INSAIT, Sofia University “St. Kliment Ohridski”
Jun. 2025 – Jan. 2026
7 mos
Fellowship
BG · SOF
Visiting Researcher
INSAIT, Sofia University “St. Kliment Ohridski”
Jun. 2025 – Jan. 2026
Current
CN · HZ
Research Intern
Interactive Intelligence Lab, Ant Research
Jan. 2026 – Present
Activities
- Workshop Organizer
- AP-GARSS'26 NTIRE@CVPR'26
- Conference Reviewer / PC Member
- KDD'26/27 AAAI'26 NeurIPS UniReps'24/25 ACM MM'24/25/26 ACM ICMR'24/25/26 ECCV'26 GAIA'25
- Journal Reviewer
- Inf. Fusion PR IEEE TMM IEEE TIP IEEE TGRS IEEE TCSVT IEEE TIFS JRS IJDE
- Talks
- AI TIME CVPR'26 KDD'26 Oral
- Memberships (including past)
- ACM SIGMM IEEE IEEE GRSS CSIG AGU
