Gated hierarchical multi-task learning network for judicial decision prediction. - Fanglong Yao; Xian Sun; Hongfeng Yu; Yang Yang; Wenkai Zhang; Kun Fu 001 (Neurocomputing, 2020)

Commonalities-, specificities-, and dependencies-enhanced multi-task learning network for judicial decision prediction. - Fanglong Yao; Xian Sun; Hongfeng Yu; Wenkai Zhang; Kun Fu 001 (Neurocomputing, 2021)

Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos. - Nayu Liu; Kaiwen Wei; Xian Sun; Hongfeng Yu; Fanglong Yao; Li Jin 001; Zhi Guo; Guangluan Xu (EMNLP, 2022)

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 (IGARSS, 2022)

An Instance-Based Multitask Graph Network for Complex Facility Recognition in Remote Sensing Imagery. - Jingquan Peng; Xian Sun; Hongfeng Yu; Yu Tian; Chubo Deng; Fanglong Yao (IEEE Trans. Geosci. Remote. Sens., 2022)

Entity-Oriented Multi-Modal Alignment and Fusion Network for Fake News Detection. - Peiguang Li; Xian Sun; Hongfeng Yu; Yu Tian; Fanglong Yao; Guangluan Xu (IEEE Trans. Multim., 2022)

Thinking Like an Expert: Multimodal Hypergraph-of-Thought (HoT) Reasoning to boost Foundation Modals. - Fanglong Yao; Changyuan Tian; Jintao Liu; Zequn Zhang; Qing Liu 021; Li Jin 001; Shuchao Li; Xiaoyu Li 004; Xian Sun (CoRR, 2023)

Hypergraph-Enhanced Textual-Visual Matching Network for Cross-Modal Remote Sensing Image Retrieval via Dynamic Hypergraph Learning. - Fanglong Yao; Xian Sun; Nayu Liu; Changyuan Tian; Liangyu Xu; Leiyi Hu; Chibiao Ding (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Text-Image Matching for Cross-Modal Remote Sensing Image Retrieval via Graph Neural Network. - Hongfeng Yu; Fanglong Yao; Wanxuan Lu; Nayu Liu; Peiguang Li; Hongjian You; Xian Sun (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

RingMo-Sense: Remote Sensing Foundation Model for Spatiotemporal Prediction via Spatiotemporal Evolution Disentangling. - Fanglong Yao; Wanxuan Lu; Heming Yang 003; Liangyu Xu; Chenglong Liu; Leiyi Hu; Hongfeng Yu; Nayu Liu; Chubo Deng; Deke Tang; Changshuo Chen; Jiaqi Yu; et al. (IEEE Trans. Geosci. Remote. Sens., 2023)

Multimodal Remote Sensing Image Segmentation With Intuition-Inspired Hypergraph Modeling. - Qibin He; Xian Sun; Wenhui Diao; Zhiyuan Yan; Fanglong Yao; Kun Fu 001 (IEEE Trans. Image Process., 2023)

Abstractive Summarization for Video: A Revisit in Multistage Fusion Network With Forget Gate. - Nayu Liu; Xian Sun; Hongfeng Yu; Fanglong Yao; Guangluan Xu; Kun Fu 001 (IEEE Trans. Multim., 2023)

Mimicking the Brain's Cognition of Sarcasm From Multidisciplines for Twitter Sarcasm Detection. - Fanglong Yao; Xian Sun; Hongfeng Yu; Wenkai Zhang; Wei Liang; Kun Fu 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Tackling higher-order relations and heterogeneity: Dynamic heterogeneous hypergraph network for spatiotemporal activity prediction. - Changyuan Tian; Zequn Zhang; Fanglong Yao; Zhi Guo; Shiyao Yan; Xian Sun (Neural Networks, 2023)

GAL: Graph-Induced Adaptive Learning for Weakly Supervised 3D Object Detection. - Dongshuo Yin; Hongfeng Yu; Nayu Liu; Fanglong Yao; Qibin He; Jihao Li; Yiran Yang; Shiyao Yan; Xian Sun (IEEE Trans. Intell. Transp. Syst., 2023)

ReCon1M:A Large-scale Benchmark Dataset for Relation Comprehension in Remote Sensing Imagery. - Xian Sun; Qiwei Yan; Chubo Deng; Chenglong Liu; Yi Jiang; Zhongyan Hou; Wanxuan Lu; Fanglong Yao; Xiaoyu Liu; Lingxiang Hao; Hongfeng Yu (CoRR, 2024)

AeroVerse: UAV-Agent Benchmark Suite for Simulating, Pre-training, Finetuning, and Evaluating Aerospace Embodied World Models. - Fanglong Yao; Yuanchang Yue; Youzhi Liu; Xian Sun; Kun Fu 001 (CoRR, 2024)

NavAgent: Multi-scale Urban Street View Fusion For UAV Embodied Vision-and-Language Navigation. - Youzhi Liu; Fanglong Yao; Yuanchang Yue; Guangluan Xu; Xian Sun; Kun Fu 001 (CoRR, 2024)

SFTformer: A Spatial-Frequency-Temporal Correlation-Decoupling Transformer for Radar Echo Extrapolation. - Liangyu Xu; Wanxuan Lu; Hongfeng Yu; Fanglong Yao; Xian Sun; Kun Fu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

M2DCapsN: Multimodal, Multichannel, and Dual-Step Capsule Network for Natural Language Moment Localization. - Nayu Liu; Xian Sun; Hongfeng Yu; Fanglong Yao; Guangluan Xu; Kun Fu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Modeling High-Order Relationships: Brain-Inspired Hypergraph-Induced Multimodal-Multitask Framework for Semantic Comprehension. - Xian Sun; Fanglong Yao; Chibiao Ding (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multimodal Cross-Lingual Summarization for Videos: A Revisit in Knowledge Distillation Induced Triple-Stage Training Method. - Nayu Liu; Kaiwen Wei; Yong Yang 001; Jianhua Tao 001; Xian Sun; Fanglong Yao; Hongfeng Yu; Li Jin 001; Zhao Lv; Cunhang Fan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization. - Nayu Liu; Fanglong Yao; Haoran Luo; Yong Yang 001; Chen Tang; Bo Lv (ACL (1), 2025)

RingMoGPT: A Unified Remote Sensing Foundation Model for Vision, Language, and Grounded Tasks. - Peijin Wang; Huiyang Hu; Boyuan Tong; Ziqi Zhang; Fanglong Yao; Yingchao Feng; Zining Zhu 004; Hao Chang; Wenhui Diao; Qixiang Ye; Xian Sun (IEEE Trans. Geosci. Remote. Sens., 2025)

ReCon1M: A Large-Scale Benchmark Dataset for Relation Comprehension in Remote Sensing Imagery. - Qiwei Yan; Chubo Deng; Chenglong Liu; Zhongyan Hou; Xiaorui Liu; Yi Jiang; Wanxuan Lu; Fanglong Yao; Xiaoyu Liu; Lingxiang Hao; Hongfeng Yu; Xian Sun (IEEE Trans. Geosci. Remote. Sens., 2025)