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Jiancheng Pan

Research Intern
Ant Research
jiancheng.pan.plus (at) gmail.com

  1. RS-Hydro: An Autonomous Intelligent Agent for Analyzing Hydropower Plants in Satellite Imagery
    Jiahao Li, Jiancheng Pan, Ramit Debnath, Xiaomeng Huang 
    Under Review, 2026.
    Preprint 2026

  2. Disentangled Information Asymmetry in Spatial High-dimensional Data Interpretation
    Xiao He, Huangxuan Zhao , Minghui Liao, Jiancheng Pan, Lefei Zhang, Dacheng Tao, Bo Du 
    Under Review, 2026.
    Preprint 2026

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

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

  5. 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
    Under Review, 2025.
    PDF
    Preprint 2025

  6. 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

  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 
    Under Review, 2025.
    PDF Code Project Page
    Preprint 2025

  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. 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

  10. 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 Project Page
    Preprint 2025

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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 Project Page CCF-A
    AAAI 2025

  16. PriorCLIP: Visual Prior Guided Vision-Language Model for Remote Sensing Image-Text Retrieval
    Jiancheng Pan, Muyuan Ma, Qing Ma, Cong Bai , Shengyong Chen
    Under Review, 2024.
    PDF Code
    Preprint 2024

  17. 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

  18. 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

  19. 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

  20. 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. RS-Hydro: An Autonomous Intelligent Agent for Analyzing Hydropower Plants in Satellite Imagery
    Jiahao Li, Jiancheng Pan, Ramit Debnath, Xiaomeng Huang 
    Under Review, 2026.
    Preprint 2026

  2. Disentangled Information Asymmetry in Spatial High-dimensional Data Interpretation
    Xiao He, Huangxuan Zhao , Minghui Liao, Jiancheng Pan, Lefei Zhang, Dacheng Tao, Bo Du 
    Under Review, 2026.
    Preprint 2026

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

  4. 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
    Under Review, 2025.
    PDF
    Preprint 2025

  5. 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

  6. 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 
    Under Review, 2025.
    PDF Code Project Page
    Preprint 2025

  7. 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 Project Page
    Preprint 2025

  8. 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

  9. PriorCLIP: Visual Prior Guided Vision-Language Model for Remote Sensing Image-Text Retrieval
    Jiancheng Pan, Muyuan Ma, Qing Ma, Cong Bai , Shengyong Chen
    Under Review, 2024.
    PDF Code
    Preprint 2024

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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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 Project Page CCF-A
    AAAI 2025

  7. 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

  8. 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. 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

  2. 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

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

  2. 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

  3. 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 
    Under Review, 2025.
    PDF Code Project Page
    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 Project Page
    Preprint 2025

  5. 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 Project Page CCF-A
    AAAI 2025

Equal contribution☆ and corresponding author.