Xiuwen Gong

According to our database, Xiuwen Gong authored at least 35 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Unified Knowledge-Guided Molecular Graph Encoder with multimodal fusion and multi-task learning.

Mukun Chen, Xiuwen Gong, Shirui Pan, Jia Wu, Fu Lin, Bo Du, Wenbin Hu

Neural Networks, 2025

2024

Dimensionality Reduction via Multiple Neighborhood-Aware Nonlinear Collaborative Analysis for Hyperspectral Image Classification.

Yule Duan, Chuang Chen, Maixia Fu, Yinsheng Li, Xiuwen Gong, Fulin Luo

IEEE Trans. Circuits Syst. Video Technol., October, 2024

HSCN: Semi-Supervised ALS Point Cloud Semantic Segmentation via Hybrid Structure Constraint Network.

Tao Zeng, Fulin Luo, Tan Guo, Xiuwen Gong, Wenqiang Shu, Yong Zhao

IEEE Trans. Geosci. Remote. Sens., 2024

CrCD: Multidirection-MLP-Based Cross-Contrastive Disambiguation for Hyperspectral Image Partial Label Learning.

Xiaoyu Tian, Fulin Luo, Xiuwen Gong, Tan Guo, Bo Du, Xinbo Gao

IEEE Trans. Geosci. Remote. Sens., 2024

DCENet: Diff-Feature Contrast Enhancement Network for Semi-Supervised Hyperspectral Change Detection.

Fulin Luo, Tianyuan Zhou, Jiamin Liu, Tan Guo, Xiuwen Gong, Xinbo Gao

IEEE Trans. Geosci. Remote. Sens., 2024

Learnable Background Endmember With Subspace Representation for Hyperspectral Anomaly Detection.

Tan Guo, Long He, Fulin Luo, Xiuwen Gong, Lei Zhang, Xinbo Gao

IEEE Trans. Geosci. Remote. Sens., 2024

A Cross-Field Fusion Strategy for Drug-Target Interaction Prediction.

Hongzhi Zhang, Xiuwen Gong, Shirui Pan, Jia Wu, Bo Du, Wenbin Hu

CoRR, 2024

Regressor-free Molecule Generation to Support Drug Response Prediction.

Kun Li, Xiuwen Gong, Shirui Pan, Jia Wu, Bo Du, Wenbin Hu

CoRR, 2024

EMVCC: Enhanced Multi-View Contrastive Clustering for Hyperspectral Images.

Fulin Luo, Yi Liu, Xiuwen Gong, Zhixiong Nan, Tan Guo

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Contrastive Learning Drug Response Models from Natural Language Supervision.

Kun Li, Xiuwen Gong, Jia Wu, Wenbin Hu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Unsupervised Deep Graph Structure and Embedding Learning.

Xiaobo Shen, Lei Shi, Xiuwen Gong, Shirui Pan

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Contrastive Transformer Masked Image Hashing for Degraded Image Retrieval.

Xiaobo Shen, Haoyu Cai, Xiuwen Gong, Yuhui Zheng

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Does Label Smoothing Help Deep Partial Label Learning?

Xiuwen Gong, Nitin Bisht, Guandong Xu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging.

Fulin Luo, Xi Chen, Xiuwen Gong, Weiwen Wu, Tan Guo

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Discriminative Metric Learning for Partial Label Learning.

Xiuwen Gong, Dong Yuan, Wei Bao

IEEE Trans. Neural Networks Learn. Syst., August, 2023

A Unifying Probabilistic Framework for Partially Labeled Data Learning.

Xiuwen Gong, Dong Yuan, Wei Bao, Fulin Luo

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Attention Multihop Graph and Multiscale Convolutional Fusion Network for Hyperspectral Image Classification.

Hao Zhou, Fulin Luo, Huiping Zhuang, Zhenyu Weng, Xiuwen Gong, Zhiping Lin

IEEE Trans. Geosci. Remote. Sens., 2023

Recurrent Residual Dual Attention Network for Airborne Laser Scanning Point Cloud Semantic Segmentation.

Tao Zeng, Fulin Luo, Tan Guo, Xiuwen Gong, Jingyun Xue, Hanshan Li

IEEE Trans. Geosci. Remote. Sens., 2023

Multiscale Diff-Changed Feature Fusion Network for Hyperspectral Image Change Detection.

Fulin Luo, Tianyuan Zhou, Jiamin Liu, Tan Guo, Xiuwen Gong, Jinchang Ren

IEEE Trans. Geosci. Remote. Sens., 2023

Dual-View Spectral and Global Spatial Feature Fusion Network for Hyperspectral Image Classification.

Tan Guo, Ruizhi Wang, Fulin Luo, Xiuwen Gong, Lei Zhang, Xinbo Gao

IEEE Trans. Geosci. Remote. Sens., 2023

Anomaly Detection of Hyperspectral Image With Hierarchical Antinoise Mutual-Incoherence- Induced Low-Rank Representation.

Tan Guo, Long He, Fulin Luo, Xiuwen Gong, Yuanyuan Li, Lei Zhang

IEEE Trans. Geosci. Remote. Sens., 2023

Classification via Structure-Preserved Hypergraph Convolution Network for Hyperspectral Image.

Yule Duan, Fulin Luo, Maixia Fu, Yingying Niu, Xiuwen Gong

IEEE Trans. Geosci. Remote. Sens., 2023

Multilevel Context Feature Fusion for Semantic Segmentation of ALS Point Cloud.

Tao Zeng, Fulin Luo, Tan Guo, Xiuwen Gong, Jingyun Xue, Hanshan Li

IEEE Geosci. Remote. Sens. Lett., 2023

CLNode: Curriculum Learning for Node Classification.

Xiaowen Wei, Xiuwen Gong, Yibing Zhan, Bo Du, Yong Luo, Wenbin Hu

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Relation Preference Oriented High-order Sampling for Recommendation.

Mukun Chen, Xiuwen Gong, YH Jin, Wenbin Hu

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

2022

Top- Partial Label Machine.

Xiuwen Gong, Dong Yuan, Wei Bao

IEEE Trans. Neural Networks Learn. Syst., 2022

Generalized Large Margin $k$NN for Partial Label Learning.

Xiuwen Gong, Jiahui Yang, Dong Yuan, Wei Bao

IEEE Trans. Multim., 2022

Partial Label Learning via Label Influence Function.

Xiuwen Gong, Dong Yuan, Wei Bao

Proceedings of the International Conference on Machine Learning, 2022

Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings.

Xiuwen Gong, Dong Yuan, Wei Bao

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Understanding Partial Multi-Label Learning via Mutual Information.

Xiuwen Gong, Dong Yuan, Wei Bao

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Fast Multi-label Learning.

Xiuwen Gong, Dong Yuan, Wei Bao

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Online Metric Learning for Multi-Label Classification.

Xiuwen Gong, Jiahui Yang, Dong Yuan, Wei Bao

CoRR, 2020

Online Metric Learning for Multi-Label Classification.

Xiuwen Gong, Dong Yuan, Wei Bao

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2015

Mining Top K Spread Sources for a Specific Topic and a Given Node.

Weiwei Liu, Zhi-Hong Deng, Longbing Cao, Xiaoran Xu, He Liu, Xiuwen Gong

IEEE Trans. Cybern., 2015

Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network.

Weiwei Liu, Zhi-Hong Deng, Xiuwen Gong, Frank Jiang, Ivor W. Tsang

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015