Selected Publications


[* denotes equal contribution, † denotes corresponding author]
AutoEncoding Tree for City Generation and Applications
Wenyu Han, Congcong Wen†, Lazarus Chok, Yan Liang Tan, Sheung Lung Chan, Hang Zhao, Chen Feng.
ISPRS Journal of Photogrammetry and Remote Sensing, 2024.
[Paper] [Code] [Website]
SCI Top Journal,   JCR Q1,   Impact Factor=12.7
A Single 3D Shape Wavelet-based Generative Model
Hao Huanga, Shuaihang Yuan, Zheng Peng, Yu Hao, Congcong Wen†, Yi Fang.
Computers & Graphics, 2024.
[Code]
Vision-Language Models in Remote Sensing: Current Progress and Future Trends
Congcong Wen, Yuan Hu, Xiang Li, Zhenghang Yuan, Xiao Xiang Zhu.
arXiv, 2023.
[Paper]
RSGPT: A Remote Sensing Vision Language Model and Benchmark
Yuan Hu, Jianlong Yuan, Congcong Wen, Xiaonan Lu, Xiang Li.
arXiv, 2023.
[Paper] [Code]
RS-CLIP: Zero Shot Remote Sensing Scene Classification via Contrastive Vision-Language Supervision
Xiang Li, Congcong Wen, Yuan Hu, Nan Zhou.
International Journal of Applied Earth Observation and Geoinformation, 2023.
[Paper] [Code]
SCI Top Journal,   JCR Q1,   Impact Factor=7.5
3D Shape Contrastive Representation Learning with Adversarial Examples.
Congcong Wen, Xiang Li, Hao Huang, Yu-Shen Liu, Yi Fang.
IEEE Transactions on Multimedia (TMM), 2023.
[Paper]
SCI Top Journal,   JCR Q1,   Impact Factor=7.5
Retrieval-Specific View Learning for Sketch-to-Shape Retrieval.
Shuaihang Yuan*, Congcong Wen*, Yu-Shen Liu, Yi Fang.
IEEE Transactions on Multimedia (TMM), 2023.
[Paper]
SCI Top Journal,   JCR Q1,   Impact Factor=7.5
Pyramid Learnable Tokens for 3D LiDAR Place Recognition.
Congcong Wen, Hao Huang, Yu-Shen Liu, Yi Fang.
IEEE International Conference on Robotics and Automation (ICRA), 2023.
[Paper]
CCF-B, Top Conference on Robotics
Unsupervised 3D Shape Representation Learning using Normalizing Flow.
Xiang Li*, Congcong Wen*, Hao Huang, Yi Fang.
Asian Conference on Computer Vision (ACCV), 2022.
[Paper]
Fooling LiDAR Perception via Adversarial Trajectory Perturbation.
Yiming Li*, Congcong Wen*, Felix Juefei-Xu, Chen Feng
IEEE International Conference on Computer Vision (ICCV), 2021.
[Project] [Paper] [Code]
CCF-A, Top Conference on Computer Vision, Oral (~3% acceptance rate)
Airborne LiDAR Point Cloud Classification with Graph Attention Convolution Neural Network.
Congcong Wen, Xiang Li, Ling Peng, Tianhe Chi.
ISPRS Journal of Photogrammetry and Remote Sensing, 2021.
[Paper]
 SCI Top Journal,   JCR Q1,   Impact Factor=11.774
Geometry-aware Segmentation Of Remote Sensing Images Via Implicit Height Estimation.
Xiang Li, Congcong Wen, Lingjing Wang, Yi Fang.
IEEE Geoscience and Remote Sensing Letters (GRSL), 2021.
[Paper]
 SCI Journal,   JCR Q1,   Impact Factor=5.343
DANCE-NET: Density-aware Convolution Networks With Context Encoding For Airborne Lidar Point Cloud Classification.
Xiang Li, Lingjing Wang, Mingyang Wang, Congcong Wen, Nan Zhou, Yi Fang.
ISPRS Journal of Photogrammetry and Remote Sensing, 2021.
[Paper]
 SCI Top Journal,   JCR Q1,   Impact Factor=11.774
Topology Constrained Shape Correspondence.
Xiang Li*, Congcong Wen*, Lingjing Wang, Yi Fang.
IEEE Transactions on Visualization and Graphics (TVCG), 2020.
[Paper] [Code]
 SCI Top Journal,   JCR Q1,   Impact Factor=5.226
Road Extraction from Remote Sensing Images in Wildland-Urban Interface Areas.
Ruonan Chen, Xiang Li, Yuan Hu, Congcong Wen, Ling Peng.
IEEE Geoscience and Remote Sensing Letters (GRSL), 2020.
[Paper]
 SCI Journal,   JCR Q1,   Impact Factor=5.343
Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification.
Congcong Wen, Lina Yang, Ling Peng, Xiang Li, Tianhe Chi.
ISPRS Journal of Photogrammetry and Remote Sensing, 2020.
[Paper] [Code]
SCI Top Journal,   JCR Q1,   Impact Factor=11.774
A Novel Spatiotemporal Convolutional Long Short-term Neural Network For Air Pollution Prediction.
Congcong Wen, Shufu Liu, Xiaojing Yao, Ling Peng, Xiang Li, Yuan Hu, Tianhe Chi.
Science of The Total Environment, 2019.
[Paper]
 SCI Top Journal,   JCR Q1,   Impact Factor=10.753,   Highly Cited Paper

Awards

  • 2023, NYUAD Postdoctoral Travel Award
  • 2021, Chinese Academy of Sciences Dean’s Excellent Award
  • 2021, Beijing Outstanding Graduates Award
  • 2021, Pacemaker to Merit Student, University of Chinese Academy of Sciences
  • 2020, National Scholarship
  • 2020, Special Academic Scholarship, Aerospace Information Research Institute, Chinese Academy of Sciences
  • 2019, China Scholarship Council Scholarship
  • 2018, Outstanding Research Paper Award
  • 2017, First Prize in PIE Remote Sensing Software Secondary Development Competition
  • 2017, Merit student, University of Chinese Academy of Sciences
  • 2016, Chinese Academy of Sciences Scholarship
  • 2016, Outstanding Graduates Award, 2016
  • 2016, Outstanding Undergraduate Thesis Award, 2016
  • 2016, National Undergraduate Training Program for Innovation and Entrepreneurship, 2016
  • 2015, National Scholarship
  • 2015, Department of Surveying and Mapping Scholarship
  • 2015, Excellent Student Cadre
  • 2015, Second Prize of The Fourth National University GIS Application Skills Competition
  • 2014, China University of Petroleum Scholarship
  • 2014, Outstanding Student
  • 2014, Excellent Student in Summer Social Practice for College Students
  • 2013, China University of Petroleum Scholarship
  • 2013, Outstanding Student
  • 2013, Excellent League Member