avatar

Jiancheng Pan

Ph.D. student
Tsinghua University
jiancheng.pan.plus (at) gmail.com
pjc26 (at) mails.tsinghua.edu.cn

  1. Disentangled Information Asymmetry in Spatial High-dimensional Data Interpretation
    Xiao He, Huangxuan Zhao , Minghui Liao, Jiancheng Pan, Lefei Zhang, Dacheng Tao, Bo Du 
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
    PDF Code CCF-A
    IEEE TPAMI

  2. From Perception to Reasoning in Remote Sensing: A Survey and Outlook
    Jiancheng Pan ☆, Liang Yao ☆, Zilun Zhang ☆, Yijie Zheng, Jiahao Li, Xiao He, Wenjia Xu, Yuqian Fu, Fan Liu, Zhaojun Liu, Jianwei Yin, Xiaomeng Huang 
    Preprint, 2026.
    PDF Page
    Preprint 2026

  3. GeoChrono: Benchmarking and Rethinking Long-Term Temporal Understanding in Remote Sensing
    Yujie Li, Jiancheng Pan, Zhiwei Wei, Jiuniu Wang, Mugen Peng, Wenjia Xu 
    ACM International Conference on Multimedia, 2026.
    PDF Code Page CCF-A
    ACMMM 2026

  4. Self in Space: Benchmarking Self-Awareness and Spatial Cognition in UAV Embodied Intelligence
    Zhishan Zou, Guoyan Sun, Zhiwei Wei, Jiancheng Pan, Yujie Li, Mugen Peng, Wenjia Xu 
    ACM International Conference on Multimedia, 2026.
    PDF Code Page CCF-A
    ACMMM 2026

  5. Epistemic-aware Vision–Language Foundation Model for Fetal Ultrasound Interpretation
    Xiao He ☆, Huangxuan Zhao ☆ , Guojia Wan, Jiancheng Pan, Yanxing Liu, Xin Zou, Yong Luo, Yongchao Xu, Juhua Liu, Wei Zhou, Dacheng Tao, Bo Du 
    ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2026.
    PDF Page CCF-A Best Paper Award
    KDD 2026

  6. RS-Hydro: An Autonomous Intelligent Agent for Analyzing Hydropower Plants in Satellite Imagery
    Jiahao Li, Jiancheng Pan, Ramit Debnath, Xiaomeng Huang 
    The International Geoscience and Remote Sensing Symposium, 2026.
    Oral
    IGARSS 2026

  7. Global hydropower infrastructure and its environmental risks mapped by multimodal AI
    Jiahao Li, Jiancheng Pan, Ramit Debnath, Dabo Guan, Xiaomeng Huang 
    Under Review, 2026.
    PDF Code Page
    Preprint 2026

  8. Tracking Global Hydropower Plants to Support Sustainable Urban Planning
    Jiahao Li, Jiancheng Pan, Xiaomeng Huang 
    AAAI Conference on Artificial Intelligence Workshops, 2026.
    PDF Code Page CCF-A Workshop
    AAAIW 2026

  9. Exo2EgoSyn: Unlocking Foundation Video Generation Models for Exocentric-to-Egocentric Video Synthesis
    Mohammad Mahdi, Yuqian Fu , Nedko Savov, Jiancheng Pan, Danda Pani Paudel, Luc Van Gool
    European Conference on Computer Vision Workshop, 2026.
    PDF CCF-B Workshop
    ECCVW 2026

  10. SegThinker: Recurrent Vision with Reasoning for Image Segmentation
    Yuedong Tan, Jiancheng Pan, Yuqian Fu, Jiawei Shao, Radu Timofte, Luc Van Gool, Danda Pani Paudel, Zongwei Wu
    Under Review, 2025.
    Preprint 2025

  11. V²-SAM: Marrying SAM2 with Multi-Prompt Experts for Cross-View Object Correspondence
    Jiancheng Pan ☆, Runze Wang ☆, Tianwen Qian, Mohammad Mahdi, Yanwei Fu, Xiangyang Xue, Xiaomeng Huang, Luc Van Gool, Danda Pani Paudel, Yuqian Fu 
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026.
    PDF Page CCF-A Highlight
    CVPR 2026

  12. Deploying Atmospheric and Oceanic AI Models on Chinese Domestic Hardware and Framework: Migration Strategies, Performance Optimization and Analysis
    Yuze Sun, Wentao Luo, Yanfei Xiang, Jiancheng Pan, Jiahao Li, Quan Zhang, Xiaomeng Huang 
    AAAI Conference on Artificial Intelligence, 2026.
    PDF Code CCF-A Oral
    AAAI 2026

  13. Diverse Instance Generation via Diffusion Models for Enhanced Few-Shot Object Detection in Remote Sensing Images
    Yanxing Liu, Jiancheng Pan, Jianwei Yang, Tiancheng Chen, Peiling Zhou, Bingchen Zhang 
    IEEE Geoscience and Remote Sensing Letters, 2025.
    PDF Q1/Q2, IF=4.4
    GRSL 2025

  14. EarthSynth: Generating Informative Earth Observation with Diffusion Models
    Jiancheng Pan ☆, Shiye Lei ☆, Yuqian Fu , Jiahao Li, Yanxing Liu, Yuze Sun, Xiao He, Long Peng, Xiaomeng Huang , Bo Zhao 
    Under Review, 2025.
    PDF Code Page
    Preprint 2025

  15. Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection
    Jiancheng Pan, Yanxing Liu, Xiao He, Long Peng, Jiahao Li, Yuze Sun, Xiaomeng Huang 
    IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025.
    PDF Code CCF-A Workshop Oral
    CVPRW 2025

  16. Control Copy-Paste: Controllable Diffusion-Based Augmentation Method for Remote Sensing Few-Shot Object Detection
    Yanxing Liu, Jiancheng Pan, Bingchen Zhang 
    The International Geoscience and Remote Sensing Symposium, 2025.
    PDF
    IGARSS 2025

  17. Semantic-Aware Ship Detection with Vision-Language Integration
    Jiahao Li, Jiancheng Pan, Yuze Sun, Xiaomeng Huang 
    The International Geoscience and Remote Sensing Symposium, 2025.
    PDF Oral
    IGARSS 2025

  18. InfoEA: Information-Based Remote Sensing Image-Text Embedding Alignment Via Bottleneck
    Qing Ma, Hongze Ni, Jiancheng Pan, Cong Bai , Shengyong Chen
    Under Review, 2024.
    PDF Code
    Preprint 2024

  19. Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community
    Jiancheng Pan ☆, Yanxing Liu ☆, Yuqian Fu , Muyuan Ma, Jiahao Li, Danda Pani Paudel, Luc Van Gool, Xiaomeng Huang 
    AAAI Conference on Artificial Intelligence, 2025.
    PDF Code Page CCF-A
    AAAI 2025

  20. PriorCLIP: Visual Prior Guided Vision-Language Model for Remote Sensing Image-Text Retrieval
    Jiancheng Pan, Muyuan Ma, Qing Ma , Cong Bai, Shengyong Chen
    IEEE Transactions on Geoscience and Remote Sensing, 2026.
    PDF Code
    TGRS 2026

  21. Direction-Oriented Visual-semantic Embedding Model for Remote Sensing Image-text Retrieval
    Qing Ma ☆, Jiancheng Pan ☆, Cong Bai 
    IEEE Transactions on Geoscience and Remote Sensing, 2024.
    PDF CCF-B Q1, IF=8.6
    TGRS 2024

  22. A Prior Instruction Representation Framework for Remote Sensing Image-text Retrieval
    Jiancheng Pan, Qing Ma, Cong Bai 
    ACM International Conference on Multimedia, 2023.
    PDF Code CCF-A Oral
    ACMMM 2023

  23. Reducing Semantic Confusion: Scene-aware Aggregation Network for Remote Sensing Cross-modal Retrieval
    Jiancheng Pan, Qing Ma , Cong Bai
    ACM International Conference on Multimedia Retrieval, 2023.
    PDF Code CCF-B Oral
    ICMR 2023

  24. Deliberation on object-aware video style transfer network with long–short temporal and depth-consistent constraints
    Yunxin Liu, Aiwen Jiang , Jiancheng Pan, Jianming Liu, Jihua Ye
    Neural Computing and Applications, 2021.
    PDF CCF-C Q1, IF=4.4
    NCA 2021

  1. From Perception to Reasoning in Remote Sensing: A Survey and Outlook
    Jiancheng Pan ☆, Liang Yao ☆, Zilun Zhang ☆, Yijie Zheng, Jiahao Li, Xiao He, Wenjia Xu, Yuqian Fu, Fan Liu, Zhaojun Liu, Jianwei Yin, Xiaomeng Huang 
    Preprint, 2026.
    PDF Page
    Preprint 2026

  2. Global hydropower infrastructure and its environmental risks mapped by multimodal AI
    Jiahao Li, Jiancheng Pan, Ramit Debnath, Dabo Guan, Xiaomeng Huang 
    Under Review, 2026.
    PDF Code Page
    Preprint 2026

  3. SegThinker: Recurrent Vision with Reasoning for Image Segmentation
    Yuedong Tan, Jiancheng Pan, Yuqian Fu, Jiawei Shao, Radu Timofte, Luc Van Gool, Danda Pani Paudel, Zongwei Wu
    Under Review, 2025.
    Preprint 2025

  4. EarthSynth: Generating Informative Earth Observation with Diffusion Models
    Jiancheng Pan ☆, Shiye Lei ☆, Yuqian Fu , Jiahao Li, Yanxing Liu, Yuze Sun, Xiao He, Long Peng, Xiaomeng Huang , Bo Zhao 
    Under Review, 2025.
    PDF Code Page
    Preprint 2025

  5. InfoEA: Information-Based Remote Sensing Image-Text Embedding Alignment Via Bottleneck
    Qing Ma, Hongze Ni, Jiancheng Pan, Cong Bai , Shengyong Chen
    Under Review, 2024.
    PDF Code
    Preprint 2024

  1. GeoChrono: Benchmarking and Rethinking Long-Term Temporal Understanding in Remote Sensing
    Yujie Li, Jiancheng Pan, Zhiwei Wei, Jiuniu Wang, Mugen Peng, Wenjia Xu 
    ACM International Conference on Multimedia, 2026.
    PDF Code Page CCF-A
    ACMMM 2026

  2. Self in Space: Benchmarking Self-Awareness and Spatial Cognition in UAV Embodied Intelligence
    Zhishan Zou, Guoyan Sun, Zhiwei Wei, Jiancheng Pan, Yujie Li, Mugen Peng, Wenjia Xu 
    ACM International Conference on Multimedia, 2026.
    PDF Code Page CCF-A
    ACMMM 2026

  3. Epistemic-aware Vision–Language Foundation Model for Fetal Ultrasound Interpretation
    Xiao He ☆, Huangxuan Zhao ☆ , Guojia Wan, Jiancheng Pan, Yanxing Liu, Xin Zou, Yong Luo, Yongchao Xu, Juhua Liu, Wei Zhou, Dacheng Tao, Bo Du 
    ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2026.
    PDF Page CCF-A Best Paper Award
    KDD 2026

  4. RS-Hydro: An Autonomous Intelligent Agent for Analyzing Hydropower Plants in Satellite Imagery
    Jiahao Li, Jiancheng Pan, Ramit Debnath, Xiaomeng Huang 
    The International Geoscience and Remote Sensing Symposium, 2026.
    Oral
    IGARSS 2026

  5. Tracking Global Hydropower Plants to Support Sustainable Urban Planning
    Jiahao Li, Jiancheng Pan, Xiaomeng Huang 
    AAAI Conference on Artificial Intelligence Workshops, 2026.
    PDF Code Page CCF-A Workshop
    AAAIW 2026

  6. Exo2EgoSyn: Unlocking Foundation Video Generation Models for Exocentric-to-Egocentric Video Synthesis
    Mohammad Mahdi, Yuqian Fu , Nedko Savov, Jiancheng Pan, Danda Pani Paudel, Luc Van Gool
    European Conference on Computer Vision Workshop, 2026.
    PDF CCF-B Workshop
    ECCVW 2026

  7. V²-SAM: Marrying SAM2 with Multi-Prompt Experts for Cross-View Object Correspondence
    Jiancheng Pan ☆, Runze Wang ☆, Tianwen Qian, Mohammad Mahdi, Yanwei Fu, Xiangyang Xue, Xiaomeng Huang, Luc Van Gool, Danda Pani Paudel, Yuqian Fu 
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026.
    PDF Page CCF-A Highlight
    CVPR 2026

  8. Deploying Atmospheric and Oceanic AI Models on Chinese Domestic Hardware and Framework: Migration Strategies, Performance Optimization and Analysis
    Yuze Sun, Wentao Luo, Yanfei Xiang, Jiancheng Pan, Jiahao Li, Quan Zhang, Xiaomeng Huang 
    AAAI Conference on Artificial Intelligence, 2026.
    PDF Code CCF-A Oral
    AAAI 2026

  9. Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection
    Jiancheng Pan, Yanxing Liu, Xiao He, Long Peng, Jiahao Li, Yuze Sun, Xiaomeng Huang 
    IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025.
    PDF Code CCF-A Workshop Oral
    CVPRW 2025

  10. Control Copy-Paste: Controllable Diffusion-Based Augmentation Method for Remote Sensing Few-Shot Object Detection
    Yanxing Liu, Jiancheng Pan, Bingchen Zhang 
    The International Geoscience and Remote Sensing Symposium, 2025.
    PDF
    IGARSS 2025

  11. Semantic-Aware Ship Detection with Vision-Language Integration
    Jiahao Li, Jiancheng Pan, Yuze Sun, Xiaomeng Huang 
    The International Geoscience and Remote Sensing Symposium, 2025.
    PDF Oral
    IGARSS 2025

  12. Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community
    Jiancheng Pan ☆, Yanxing Liu ☆, Yuqian Fu , Muyuan Ma, Jiahao Li, Danda Pani Paudel, Luc Van Gool, Xiaomeng Huang 
    AAAI Conference on Artificial Intelligence, 2025.
    PDF Code Page CCF-A
    AAAI 2025

  13. A Prior Instruction Representation Framework for Remote Sensing Image-text Retrieval
    Jiancheng Pan, Qing Ma, Cong Bai 
    ACM International Conference on Multimedia, 2023.
    PDF Code CCF-A Oral
    ACMMM 2023

  14. Reducing Semantic Confusion: Scene-aware Aggregation Network for Remote Sensing Cross-modal Retrieval
    Jiancheng Pan, Qing Ma , Cong Bai
    ACM International Conference on Multimedia Retrieval, 2023.
    PDF Code CCF-B Oral
    ICMR 2023

  1. Disentangled Information Asymmetry in Spatial High-dimensional Data Interpretation
    Xiao He, Huangxuan Zhao , Minghui Liao, Jiancheng Pan, Lefei Zhang, Dacheng Tao, Bo Du 
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
    PDF Code CCF-A
    IEEE TPAMI

  2. Diverse Instance Generation via Diffusion Models for Enhanced Few-Shot Object Detection in Remote Sensing Images
    Yanxing Liu, Jiancheng Pan, Jianwei Yang, Tiancheng Chen, Peiling Zhou, Bingchen Zhang 
    IEEE Geoscience and Remote Sensing Letters, 2025.
    PDF Q1/Q2, IF=4.4
    GRSL 2025

  3. PriorCLIP: Visual Prior Guided Vision-Language Model for Remote Sensing Image-Text Retrieval
    Jiancheng Pan, Muyuan Ma, Qing Ma , Cong Bai, Shengyong Chen
    IEEE Transactions on Geoscience and Remote Sensing, 2026.
    PDF Code
    TGRS 2026

  4. Direction-Oriented Visual-semantic Embedding Model for Remote Sensing Image-text Retrieval
    Qing Ma ☆, Jiancheng Pan ☆, Cong Bai 
    IEEE Transactions on Geoscience and Remote Sensing, 2024.
    PDF CCF-B Q1, IF=8.6
    TGRS 2024

  5. Deliberation on object-aware video style transfer network with long–short temporal and depth-consistent constraints
    Yunxin Liu, Aiwen Jiang , Jiancheng Pan, Jianming Liu, Jihua Ye
    Neural Computing and Applications, 2021.
    PDF CCF-C Q1, IF=4.4
    NCA 2021

  1. Disentangled Information Asymmetry in Spatial High-dimensional Data Interpretation
    Xiao He, Huangxuan Zhao , Minghui Liao, Jiancheng Pan, Lefei Zhang, Dacheng Tao, Bo Du 
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
    PDF Code CCF-A
    IEEE TPAMI

  2. From Perception to Reasoning in Remote Sensing: A Survey and Outlook
    Jiancheng Pan ☆, Liang Yao ☆, Zilun Zhang ☆, Yijie Zheng, Jiahao Li, Xiao He, Wenjia Xu, Yuqian Fu, Fan Liu, Zhaojun Liu, Jianwei Yin, Xiaomeng Huang 
    Preprint, 2026.
    PDF Page
    Preprint 2026

  3. GeoChrono: Benchmarking and Rethinking Long-Term Temporal Understanding in Remote Sensing
    Yujie Li, Jiancheng Pan, Zhiwei Wei, Jiuniu Wang, Mugen Peng, Wenjia Xu 
    ACM International Conference on Multimedia, 2026.
    PDF Code Page CCF-A
    ACMMM 2026

  4. Self in Space: Benchmarking Self-Awareness and Spatial Cognition in UAV Embodied Intelligence
    Zhishan Zou, Guoyan Sun, Zhiwei Wei, Jiancheng Pan, Yujie Li, Mugen Peng, Wenjia Xu 
    ACM International Conference on Multimedia, 2026.
    PDF Code Page CCF-A
    ACMMM 2026

  5. Epistemic-aware Vision–Language Foundation Model for Fetal Ultrasound Interpretation
    Xiao He ☆, Huangxuan Zhao ☆ , Guojia Wan, Jiancheng Pan, Yanxing Liu, Xin Zou, Yong Luo, Yongchao Xu, Juhua Liu, Wei Zhou, Dacheng Tao, Bo Du 
    ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2026.
    PDF Page CCF-A Best Paper Award
    KDD 2026

  6. Global hydropower infrastructure and its environmental risks mapped by multimodal AI
    Jiahao Li, Jiancheng Pan, Ramit Debnath, Dabo Guan, Xiaomeng Huang 
    Under Review, 2026.
    PDF Code Page
    Preprint 2026

  7. SegThinker: Recurrent Vision with Reasoning for Image Segmentation
    Yuedong Tan, Jiancheng Pan, Yuqian Fu, Jiawei Shao, Radu Timofte, Luc Van Gool, Danda Pani Paudel, Zongwei Wu
    Under Review, 2025.
    Preprint 2025

  8. V²-SAM: Marrying SAM2 with Multi-Prompt Experts for Cross-View Object Correspondence
    Jiancheng Pan ☆, Runze Wang ☆, Tianwen Qian, Mohammad Mahdi, Yanwei Fu, Xiangyang Xue, Xiaomeng Huang, Luc Van Gool, Danda Pani Paudel, Yuqian Fu 
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026.
    PDF Page CCF-A Highlight
    CVPR 2026

  9. EarthSynth: Generating Informative Earth Observation with Diffusion Models
    Jiancheng Pan ☆, Shiye Lei ☆, Yuqian Fu , Jiahao Li, Yanxing Liu, Yuze Sun, Xiao He, Long Peng, Xiaomeng Huang , Bo Zhao 
    Under Review, 2025.
    PDF Code Page
    Preprint 2025

  10. Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community
    Jiancheng Pan ☆, Yanxing Liu ☆, Yuqian Fu , Muyuan Ma, Jiahao Li, Danda Pani Paudel, Luc Van Gool, Xiaomeng Huang 
    AAAI Conference on Artificial Intelligence, 2025.
    PDF Code Page CCF-A
    AAAI 2025

  11. Direction-Oriented Visual-semantic Embedding Model for Remote Sensing Image-text Retrieval
    Qing Ma ☆, Jiancheng Pan ☆, Cong Bai 
    IEEE Transactions on Geoscience and Remote Sensing, 2024.
    PDF CCF-B Q1, IF=8.6
    TGRS 2024

  12. A Prior Instruction Representation Framework for Remote Sensing Image-text Retrieval
    Jiancheng Pan, Qing Ma, Cong Bai 
    ACM International Conference on Multimedia, 2023.
    PDF Code CCF-A Oral
    ACMMM 2023

  13. Reducing Semantic Confusion: Scene-aware Aggregation Network for Remote Sensing Cross-modal Retrieval
    Jiancheng Pan, Qing Ma , Cong Bai
    ACM International Conference on Multimedia Retrieval, 2023.
    PDF Code CCF-B Oral
    ICMR 2023

Equal contribution☆ and corresponding author.