| 2025 | AAAI | SemStereo: Semantic-Constrained Stereo Matching Network for Remote Sensing. | Chen Chen, Liangjin Zhao, Yuanchun He, Yingxuan Long, Kaiqiang Chen, Zhirui Wang, Yanfeng Hu, Xian Sun |
| 2025 | AAAI | HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting. | Changyuan Tian, Zhicong Lu, Zequn Zhang, Heming Yang, Wei Cao, Zhi Guo, Xian Sun, Li Jin |
| 2025 | ICCV | SA-Occ: Satellite-Assisted 3D Occupancy Prediction in Real World. | Chen Chen, Zhirui Wang, Taowei Sheng, Yi Jiang, Yundu Li, Peirui Cheng, Luning Zhang, Kaiqiang Chen, Yanfeng Hu, Xue Yang, Xian Sun |
| 2025 | ICCV | RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model. | Huiyang Hu, Peijin Wang, Hanbo Bi, Boyuan Tong, Zhaozhi Wang, Wenhui Diao, Hao Chang, Yingchao Feng, Ziqi Zhang, Yaowei Wang, Qixiang Ye, Kun Fu, Xian Sun |
| 2024 | IGARSS | Vigen500k: A Sustainable-Expansion Image-Text Aligned Dataset For Remote Sensing. | Boyuan Tong, Runyan Du, Wenkai Zhang, Jihao Li, Shuoke Li, Chongyang Li, Zhi Guo, Xian Sun, Guangluan Xu |
| 2024 | IGARSS | UBC-CN: Fine-Grained Building Extraction Dataset For Chinese Regions. | Kaiqiang Chen, Xingliang Huang, Taowei Sheng, Xian Sun, Hai Huang |
| 2024 | IGARSS | AI-Powered Flood Mapathon. | Kaiqiang Chen, Xue Lu, Taowei Sheng, Xiaoyu Liu, Jialiang Chen, Zhirui Wang, Xian Sun, Ronny Hnsch |
| 2024 | IGARSS | FAIR1M-GQA: Fine-Grained Grounded Question Answering Dataset in Remote Sensing. | Huiyang Hu, Peijin Wang, Yingchao Feng, Wenhui Diao, Ziqi Zhang, Xiaoyu Liu, Xian Sun, Kun Fu |
| 2023 | AAAI | Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection. | Xiaonan Lu, Wenhui Diao, Yongqiang Mao, Junxi Li, Peijin Wang, Xian Sun, Kun Fu |
| 2023 | AAAI | TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection. | Linhao Zhang, Li Jin, Xian Sun, Guangluan Xu, Zequn Zhang, Xiaoyu Li, Nayu Liu, Qing Liu, Shiyao Yan |
| 2023 | ACL | Guide the Many-to-One Assignment: Open Information Extraction via IoU-aware Optimal Transport. | Kaiwen Wei, Yiran Yang, Li Jin, Xian Sun, Zequn Zhang, Jingyuan Zhang, Xiao Li, Linhao Zhang, Jintao Liu, Zhi Guo |
| 2023 | CVPR | 1% VS 100%: Parameter-Efficient Low Rank Adapter for Dense Predictions. | Dongshuo Yin, Yiran Yang, Zhechao Wang, Hongfeng Yu, Kaiwen Wei, Xian Sun |
| 2023 | EMNLP | Event Causality Extraction via Implicit Cause-Effect Interactions. | Jintao Liu, Zequn Zhang, Kaiwen Wei, Zhi Guo, Xian Sun, Li Jin, Xiaoyu Li |
| 2023 | EMNLP | Narrative Order Aware Story Generation via Bidirectional Pretraining Model with Optimal Transport Reward. | Zhicong Lu, Li Jin, Guangluan Xu, Linmei Hu, Nayu Liu, Xiaoyu Li, Xian Sun, Zequn Zhang, Kaiwen Wei |
| 2023 | ICCV | Beyond the limitation of monocular 3D detector via knowledge distillation. | Yiran Yang, Dongshuo Yin, Xuee Rong, Xian Sun, Wenhui Diao, Xinming Li |
| 2023 | IGARSS | A Self-Supervised Cross-Modal Remote Sensing Foundation Model with Multi-Domain Representation and Cross-Domain Fusion. | Yingchao Feng, Peijin Wang, Wenhui Diao, Qibin He, Huiyang Hu, Hanbo Bi, Xian Sun, Kun Fu |
| 2023 | IGARSS | Semi-Supervised Semantic Generative Networks For Remote Sensing Image Segmentation. | Wanxuan Lu, Jidong Jin, Xian Sun, Kun Fu |
| 2023 | IGARSS | Light: Joint Individual Building Extraction and Height Estimation from Satellite Images Through a Unified Multitask Learning Network. | Yongqiang Mao, Xian Sun, Xingliang Huang, Kaiqiang Chen |
| 2022 | AAAI | PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space. | Shiyao Yan, Zequn Zhang, Xian Sun, Guangluan Xu, Shuchao Li, Qing Liu, Nayu Liu, Shensi Wang |
| 2022 | CVPR | Urban Building Classification (UBC) - A Dataset for Individual Building Detection and Classification from Satellite Imagery. | Xingliang Huang, Libo Ren, Chenglong Liu, Yixuan Wang, Hongfeng Yu, Michael Schmitt, Ronny Hnsch, Xian Sun, Hai Huang, Helmut Mayer |
| 2022 | ECCV | Optical Flow Training Under Limited Label Budget via Active Learning. | Shuai Yuan, Xian Sun, Hannah Kim, Shuzhi Yu, Carlo Tomasi |
| 2022 | ECCV | Learning Invariant Visual Representations for Compositional Zero-Shot Learning. | Tian Zhang, Kongming Liang, Ruoyi Du, Xian Sun, Zhanyu Ma, Jun Guo |
| 2022 | EMNLP | A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction. | Yuqi Chen, Keming Chen, Xian Sun, Zequn Zhang |
| 2022 | EMNLP | Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos. | Nayu Liu, Kaiwen Wei, Xian Sun, Hongfeng Yu, Fanglong Yao, Li Jin, Zhi Guo, Guangluan Xu |
| 2022 | ICIP | Structured Dropconnect for Uncertainty Inference in Image Classification. | Wenqing Zheng, Jiyang Xie, Xian Sun, Zhanyu Ma |
| 2022 | IGARSS | Cross-Modal Remote Sensing Image Retrieval Via Intra- and Inter-Modal Feature Matching. | Fanglong Yao, Nayu Liu, Peiguang Li, Dongshuo Yin, Chenglong Liu, Xian Sun |
| 2022 | IJCAI | Hypertron: Explicit Social-Temporal Hypergraph Framework for Multi-Agent Forecasting. | Yu Tian, Xingliang Huang, Ruigang Niu, Hongfeng Yu, Peijin Wang, Xian Sun |
| 2022 | IGARSS | Soft Weighted Ordinal Classification for Monocular Height Estimation in Remote Sensing Image. | Yingchao Feng, Xian Sun, Wenhui Diao, Jihao Li, Tao Xu, Xin Gao, Kun Fu |
| 2021 | ACL | Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction. | Kaiwen Wei, Xian Sun, Zequn Zhang, Jingyuan Zhang, Zhi Guo, Li Jin |
| 2020 | AAAI | FAS-Net: Construct Effective Features Adaptively for Multi-Scale Object Detection. | Jiangqiao Yan, Yue Zhang, Zhonghan Chang, Tengfei Zhang, Menglong Yan, Wenhui Diao, Hongqi Wang, Xian Sun |
| 2020 | EMNLP | Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos. | Nayu Liu, Xian Sun, Hongfeng Yu, Wenkai Zhang, Guangluan Xu |
| 2019 | ICCV | SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects. | Xue Yang, Jirui Yang, Junchi Yan, Yue Zhang, Tengfei Zhang, Zhi Guo, Xian Sun, Kun Fu |
| 2019 | IGARSS | Mergenet: Feature-Merged Network for Multi-Scale Object Detection in Remote Sensing Images. | Peijin Wang, Xian Sun, Wenhui Diao, Kun Fu |
| 2019 | IGARSS | A Training-Free, One-Shot Detection Framework for Geospatial Objects in Remote Sensing Images. | Tengfei Zhang, Xian Sun, Yue Zhang, Menglong Yan, Yaoling Wang, Zhirui Wang, Kun Fu |
| 2019 | IGARSS | Geometrical Model for the Layover of Gable-Roofed Buildings and its Application in Building Reconstruction. | Yue Zhang, Zhirui Wang, Liangjin Zhao, Wenkai Zhang, Menglong Yan, Xian Sun |
| 2019 | IGARSS | Semantic Labeling for High-Resolution Aerial Images Based on the DMFFNet. | Zhiying Cao, Wenhui Diao, Yi Zhang, Menglong Yan, Hongfeng Yu, Xian Sun, Kun Fu |
| 2019 | IGARSS | Effective Fusion of Multi-Modal Data with Group Convolutions for Semantic Segmentation of Aerial Imagery. | Kaiqiang Chen, Kun Fu, Xin Gao, Menglong Yan, Wenkai Zhang, Yue Zhang, Xian Sun |
| 2019 | IGARSS | Ship Instance Segmentation from Remote Sensing Images Using Sequence Local Context Module. | Yingchao Feng, Wenhui Diao, Yi Zhang, Hao Li, Zhonghan Chang, Menglong Yan, Xian Sun, Xin Gao |
| 2019 | IGARSS | Semi-Supervised Change Detection Based on Graphs with Generative Adversarial Networks. | Junfu Liu, Keming Chen, Guangluan Xu, Hao Li, Menglong Yan, Wenhui Diao, Xian Sun |
| 2019 | PAKDD | Syntax-Aware Representation for Aspect Term Extraction. | Jingyuan Zhang, Guangluan Xu, Xinyi Wang, Xian Sun, Tinglei Huang |
| 2018 | IGARSS | High Quality Remote Sensing Image Super-Resolution Using Deep Memory Connected Network. | Wenjia Xu, Guangluan Xu, Yang Wang, Xian Sun, Daoyu Lin, Yirong Wu |
| 2018 | ICPR | Weak Supervised Learning Based Abnormal Behavior Detection. | Xian Sun, Songhao Zhu, Songsong Wu, Xiao-Yuan Jing |
| 2018 | IGARSS | Object Detection with Head Direction in Remote Sensing Images Based on Rotational Region CNN. | Xue Yang, Kun Fu, Hao Sun, Xian Sun, Menglong Yan, Wenhui Diao, Zhi Guo |
| 2018 | IGARSS | High Resolution SAR Image Classification with Deeper Convolutional Neural Network. | Yue Zhang, Xian Sun, Hao Sun, Zequn Zhang, Wenhui Diao, Kun Fu |
| 2018 | IGARSS | Deep Semantic Segmentation of Aerial Imagery Based on Multi-Modal Data. | Kaiqiang Chen, Kun Fu, Xian Sun, Michael Weinmann, Stefan Hinz, Boris Jutzi, Martin Weinmann |
| 2018 | IGARSS | Aircraft Detection in Sar Images Using Saliency Based Location Regression Network. | Wenhui Diao, Fangzheng Dou, Kun Fu, Xian Sun |
| 2018 | IGARSS | ROAD EXTRACTION FROM REMOTE SENSING IMAGES BY MULTIPLE FEATURE PYRAMID NETWORK. | Xun Gao, Xian Sun, Menglong Yan, Hao Sun, Kun Fu, Yue Zhang, Zhipeng Ge |
| 2018 | IGARSS | Dense-Add Net: An Novel Convolutional Neural Network for Remote Sensing Image Inpainting. | Daoyu Lin, Guangluan Xu, Yang Wang, Xian Sun, Kun Fu |
| 2017 | IGARSS | A new semantic segmentation model for remote sensing images. | Xin Wei, Yajing Guo, Xin Gao, Menglong Yan, Xian Sun |
| 2017 | IGARSS | Flat-roofed building reconstruction based on layover modelling and MCMC method. | Yue Zhang, Xian Sun, Kun Fu, Kaiqiang Chen, Hongqi Wang |
| 2017 | IGARSS | Building extraction from remote sensing images with deep learning in a supervised manner. | Kaiqiang Chen, Kun Fu, Xin Gao, Menglong Yan, Xian Sun, Huan Zhang |
| 2016 | IGARSS | Model selection for high resolution InSAR coherence statistics over urban areas and its application in building detection. | Yue Zhang, Xian Sun, Wenhui Diao, Chenyuan Wang, Guangluan Xu, Hongqi Wang |
| 2016 | IGARSS | Aircraft recognition in high resolution SAR images using saliency map and scattering structure features. | Fangzheng Dou, Wenhui Diao, Xian Sun, Siyu Wang, Kun Fu, Guangluan Xu |
| 2016 | IGARSS | Automatic building reconstruction from high resolution InSAR data using stochastic geometrical model. | Kun Fu, Yue Zhang, Xian Sun, Wenhui Diao, Bin Wu, Hongqi Wang |
| 2008 | IGARSS | Contextual Models for Automatic Building Extraction in High Resolution Remote Sensing Image Using Object-Based Boosting Method. | Xian Sun, Kun Fu, Hui Long, Yanfeng Hu, Lun Cai, Hongqi Wang |