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学术论文-
Qiang Gao, Chaoran Liu, Li Huang, Goce Trajcevski, Qing Guo, and Fan Zhou Learning to discover anomalous spatiotemporal trajectory via Open-worldState Space model
Knowledge-Based Systems（中科院1区TOP，期刊） [pdf] -
Qiang Gao, Zhengxiang Liu, Li Huang*, Kunpeng Zhang, Jun Wang, and Guisong Liu. Relational Stock Selection via Probabilistic StateSpace Learning
IEEE Transactions on Knowledge and Data Engineering(CCF-A，会议) [pdf] -
Qiang Gao, Zhipeng Luo, Diego Klabjan and Fengli Zhang Efficient Architecture Search for Continual Learning
IEEE Transactions on Neural Networks and Learning Systems (中科院1区TOP,期刊) [pdf] -
Xiurui Xie; Bei Yu; Guisong Liu*; Qiugang Zhan; Huajin Tang Effective active learning method for spiking neural networks
IEEE Transactions on Neural Networks and Learning Systems (中科院1区TOP,期刊) [pdf] -
Qiugang Zhan, Guisong Liu*, Xiurui Xie*, Ran Tao, Malu Zhang, Hujin Tang Spiking Transfer Learning from RGB Image to Neuromorphic Event Stream
IEEE Transactions on Image Processing (中科院1区TOP,期刊) [pdf] -
Li Huang, Pei Li, Qiang Gao*, Guisong Liu, Zhipeng Luo, and Tianrui Li Diffusion Probabilistic Model for Bike-sharing Demand Recovery with Factual Knowledge Fusion
Neural Networks (中科院1区TOP,期刊) [pdf] -
Xiurui Xie, Jingxuan Feng, Guisong Liu*, Qiugang Zhan*, Zhetong Liu, Malu Zhang Federated learning for spiking neural networks by hint-layer knowledge distillation
Applied Soft Computing (中科院1区TOP,期刊) [pdf] -
"Dan Zhang, Zhekai Du, Jingjing Li, Lei Zhu, Heng Tao Shen " Domain-adaptive Energy-based Models for Generalizable Face Anti- Spoofing
IEEE Transactions on Multimedia (中科院1区TOP,期刊) [pdf] -
Hailin Wang, Dan Zhang, Guisong Liu*, Li Huang, Ke Qin Enhancing relation extraction using multi-task learning with SDP evidence
Information Sciences (中科院1区TOP,期刊) [pdf] -
Qiang Gao*, Xinzhu Zhou, Li Huang, Kunpeng Zhang, Siyuan Liu, and Fan Zhou Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks
Information Fusion (中科院1区TOP,期刊) [pdf] -
Lei Chen, Zhen Deng, Libo Liu, Shibai Yin* Multilevel Semantic Interaction Alignment for Video–Text Cross-Modal Retrieval
IEEE Transactions on Circuits and Systems for Video Technology(中科院1区TOP，期刊) [pdf] -
Qiang Gao, Xiaolong Song, Li Huang*, Goce Trajcevski, Fan Zhou, and Xueqin Chen Enhancing Fine-Grained Urban Flow Inference via Incremental Neural Operator
The 33rd International Joint Conference on Artificial Intelligence(CCF-A,会议) [pdf] -
Jinyu Hong, Ping Kuang, Qiang Gao*, Fan Zhou Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract)
The Thirty-Eighth AAAI Conference on Artificial Intelligence(CCF-A,会议) [pdf] -
Hongzhu Fu, Fan Zhou, Qing Guo, Qiang Gao*. Spatial-Temporal Augmentation for Crime Prediction (Student Abstract)
The Thirty-Eighth AAAI Conference on Artificial Intelligence (CCF-A,会议) [pdf] -
Beitao Chen, Xinyu Lyu*, Lianli Gao*, Jingkuan Song, Heng Tao Shen Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization
Thirty-eighth Conference on Neural Information Processing Systems.(CCF-A,会议) [pdf] -
Guisong Liu; Wenjie Deng; Xiurui Xie; Li Huang; Huajin Tang Human-level control through directly trained deep spiking Q-networks
IEEE Transactions on Cybernetics (中科院1区TOP,期刊) [pdf] -
Shantian Yang* Deep reinforcement learning for portfolio management
knowledge based systems (中科院1区TOP,期刊) [pdf] -
Shibai Yin*, Shuhao Hu, Yibin Wang, Yee-hong Yang High-order Adams Network(HIAN) for image dehazing
Applied Soft Computing (中科院1区TOP,期刊) [pdf] -
Shibai Yin*， Shuhao Hu, Yibin Wang, Weixing Wang,Yee-hong Yang Adams-based hierarchical features fusion network for image dehazing
Neural Networks (中科院1区TOP,期刊) [pdf] -
Qiang Gao, Wei Wang, Li Huang, Xin Yang*, Tianrui Li and Hamido Fujita Dual-grained Human Mobility Learning for Location-aware Trip Recommendation with Spatial-temporal Graph Knowledge Fusion
Information Fusion (中科院1区TOP,期刊) [pdf] -
Qiang Gao, Xiaohan Wang, Chaoran Liu, Goce Trajcevski, Li Huang, Fan Zhou Open Anomalous Trajectory Recognition via Probabilistic Metric Learning
The 32nd International Joint Conference on Artificial Intelligence(CCF-A会议) [pdf] -
Shantian Yang*, Bo Yang, Zheng Zeng, Zhongfeng Kang. Causal inference multi-agent reinforcement learning for traffic signal control
Information Fusion (中科院1区TOP,期刊) [pdf] -
Xiurui Xie; Yansong Chua; Guisong Liu*; Malu Zhang; Guangchun Luo; Huajin Tang Event-Driven Spiking Learning Algorithm Using Aggregated Labels
IEEE Transactions on Neural Networks and Learning Systems (中科院1区TOP,期刊) [pdf] -
Shantian Yang* Hierarchical graph multi-agent reinforcement learning for traffic signal control
Information Sciences (中科院1区TOP,期刊) [pdf] -
"Ran Ran, Liang-Jian Deng*, Tai-Xiang Jiang, Jin-Fan Hu, Jocelyn Chanussot, Gemine Vivone, " GuidedNet: A General CNN Fusion Framework via High-Resolution Guidance for Hyperspectral Image Super-Resolution
IEEE Transactions on Cybernetics (中科院1区TOP,期刊) [pdf] -
Jun Wang, Yexun Hu, Tai-Xiang Jiang*, Jinghua Tan*, Qing Li Essential tensor learning for multimodal information-driven stock movement prediction
knowledge based systems (中科院1区TOP,期刊) [pdf] -
Tai-Xiang Jiang, Xi-Le Zhao, Hao Zhang, Michael K. Ng* Dictionary Learning with Low-rank Coding Coefficients for Tensor Completion
IEEE Transactions on Neural Networks and Learning Systems (中科院1区TOP,期刊) [pdf] -
Qiugang Zhan; Guisong Liu*; Xiurui Xie; Guolin Sun; Huajin Tang Effective transfer learning algorithm in spiking neural networks
IEEE Transactions on Cybernetics (中科院1区TOP,期刊) [pdf] -
Shibai Yin*, Xiaolong Yang, Yibin Wang, Yee-hong Yang Visual Attention Dehazing Network with Multi-level Features Refinement and Fusion
Pattern Recognition (中科院1区TOP,期刊) [pdf] -
Shibai Yin*, Yibin Wang, Yee-hong Yang A novel image-dehazing network with a parallel attention block
Pattern Recognition (中科院1区TOP,期刊) [pdf] -
Shibai Yin*, Shuhao Hu, Yibin Wang, Yee-hong Yang Degradation-aware and color-corrected network for underwater image enhancement[J]
knowledge based systems (中科院1区TOP,期刊) [pdf] -
Yexun Hu, Tai-Xiang Jiang*, Xi-Le Zhao Degradation accordant plug-and-play for low-rank tensor completion.
The 31th International Joint Conference on Artificial Intelligence(CCF-A会议) [pdf] -
Yisi Luo, Xi-Le Zhao*, Deyu Meng,Tai-Xiang Jiang HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging
2022 IEEE Conference on Computer Vision and Pattern Recognition(CCF-A会议) [pdf] -
Junhao Zhuang, Yisi Luo, Xile Zhao*, Taixiang Jiang, Bichuan Guo UConNet: Unsupervised controllable network for image and video deraining.
In 30th ACM International Conference on Multimedia(CCF-A,会议) [pdf] -
Xi-Le Zhao#, Jing-Hua Yang#, Tian-Hui Ma, Tai-Xiang Jiang*, Michael K. Ng, Ting-Zhu Huang Tensor Completion via Complementary Global, Local, and Nonlocal Priors
IEEE Transactions on Image Processing (中科院1区TOP,期刊) [pdf] -
Yi-Si Luo, Xi-Le Zhao*, Tai-Xiang Jiang, Yi Chang, Michael K. Ng, Chao Li Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery
IEEE Transactions on Image Processing (中科院1区TOP,期刊) [pdf] -
Zi-Rong Jin, Tian-Jing Zhang, Tai-Xiang Jiang, Gemine Vivone, Liang-Jian Deng* Lagconv: Local-context adaptive convolution kernels with global harmonic bias for pansharpening.
The 36th AAAI Conference on Artificial Intelligence(CCF-A会议) [pdf] -
Abegaz Mohammed Seid; Gordon Owusu Boateng; Stephen Anokye; Thomas Kwantwi; Guolin Sun; Guisong Liu Collaborative Computation Offloading and Resource Allocation in Multi-UAV-Assisted IoT Networks: A Deep Reinforcement Learning Approach
IEEE Internet of Things Journal.(中科院1区TOP,期刊) [pdf] -
Hao Zhang, Xi-Le Zhao*, Tai-Xiang Jiang, Michael K. Ng, Ting-Zhu Huang Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery
IEEE Transactions on Cybernetics (中科院1区TOP,期刊) [pdf] -
Jin-Fan Hu, Ting-Zhu Huang*, Liang-Jian Deng*, Tai-Xiang Jiang, Gemine Vivone, Jocelyn Chanussot Hyperspectral Image Super-resolution via Deep Spatio-spectral Convolutional Neural Networks
IEEE Transactions on Neural Networks and Learning Systems (中科院1区TOP,期刊) [pdf] -
Qiang Gao, Xiaojun Shan, Yuchen Zhang, and Fan Zhou Enhancing Knowledge Transfer for Task IncrementalLearning with Data-free Subnetwork
Thirty-seventh Conference on Neural Information Processing Systems.(CCF-A,会议) [pdf] -
Tai-Xiang Jiang, Lina Zhuang*, Ting-Zhu Huang, Xi-Le Zhao, José M Bioucas-Dias Adaptive hyperspectral mixed noise removal
IEEE Transaction on Geoscience and Remote Sensing (中科院1区,期刊) [pdf] -
Li Haoran, Qiang Gao, Hongmei Wu, and Li Huang* Advancing Event Causality Identification via Heuristic Semantic Dependency Inquiry Network
The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)(CCF-B,会议) [pdf] -
Qiang Gao, Hongzhu Fu, Yutao Wei, Li Huang, Xingmin Liu, and Guisong Liu. Spatial-Temporal Diffusion Probabilistic Learning for Crime Prediction
The 16th International Conference on Knowledge Science, Engineering and Management(CCF-C,会议) [pdf] -
Li Huang, Kai Liu, Chaoran Liu,Qiang Gao*, Xiao Zhou, and Guisong Liu HBay: Predicting Human Mobility via Hyperspherical Bayesian Learning
The 16th International Conference on Knowledge Science, Engineering and Management(CCF-C,会议) [pdf] -
Qing Cai; Xiangyu Zhang; Haolun Ding*; Ran Tao Efficient Information Recognition for Machine-printed Invoices
ICICML(会议) [pdf] -
Qiang Gao, Zizheng Wang, Li Huang*, Goce Trajcevski, Kunpeng Zhang, and Xueqin Chen Enhancing Dependency Dynamics in Traffic Flow Forecasting via Graph Risk Bootstrap
The 32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems [pdf] -
Kai Yang, Yi Yang, Qiang Gao, Ting Zhong, Yong Wang, and Fan Zhou Self-Explainable Next POI Recommendation
The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (CCF-A,会议) [pdf] -
Qiang Gao, Fan Zhou*, Xin Yang and Guisong Liu. When Friendship Meets Sequential Human Check-ins: Inferring Social Circles with Variational Mobility
Neurocomputing (中科院2区TOP,期刊) [pdf] -
Shibai Yin*, Yibin Wang, Yee-hong Yang Attentive U-Recurrent Encoder-Decoder Network for Image Dehazing
Neurocomputing (中科院2区TOP,期刊) [pdf] -
Tai-Xiang Jiang, Michael K. Ng, Junjun Pan, Guangjing Song* Nonnegative Low Rank Tensor Approximation withApplications to Multi-dimensional Images.
Numerische Mathematik (中科院2区,期刊) [pdf] -
"Xiao Qian, Tai-Xiang Jiang*, Xi-Le Zhao " SelfS2:Self-Supervised Transfer Learning for Sentinel-2 Multispectral Image Super-Resolution
IEEE Journal of Selected Topics In Applied Earth Observations and Remote Sensing (中科院2区TOP,期刊) [pdf] -
Xovee Xu, Zhiyuan Wang, Qiang Gao Ting Zhong, Bei Hui, Fan Zhou, and Goce Trajcevski Spatial-Temporal Contrasting for Fine-Grained Urban Flow Inference
IEEE Transactions on Big Data(中科院3区，期刊) [pdf] -
Nan Liu, Fengli Zhang, Qiang Gao and Xueqin Chen Contrastive Learning with Edge-Wise Augmentation for Rumor Detection
International Journal of Intelligent Systems（会议） [pdf] -
Yibin Wang, Shuhao Hu, Shibai Yin* A multi-level wavelet-based underwater image enhancement network with color compensation prior
Expert Systems with Applications (中科院2区) [pdf] -
Shibai Yin*, Xiaolong Yang, Ruyuan Lu, Yee-hong Yang ODE-inspired Fusion Network for Image Dehazing
Engineering Application of Artificial Intelligence(会议) [pdf] -
Lunpeng Ma, Dongyang Hong, Shibai Yin*, Wanqiu Deng, Yang Yang, Yee-Hong Yang Convolution-transformer blend pyramid network for underwater image enhancement
J. Vis. Commun. Image R. [pdf] -
Qiang Gao, Hongzhu Fu, Kunpeng Zhang, Goce Trajcevski, Xu Teng, and Fan Zhou Inferring Real Mobility in Presence of Fake Check-ins Data
ACM Transactions on Intelligent Systems and Technology (中科院3区) [pdf] -
Yujie Li, Xin Yang, Qiang Gao, Hao Wang, Junbo Zhang, Tianrui Li Cross-regional Fraud Detection via Continual Learning with Knowledge Transfer
IEEE Transactions on Knowledge and Data Engineering(2区期刊) [pdf] -
Zhipeng Luo, Qiang Gao, Yazhou He, Hongjun Wang, Milos Hauskrecht, and Tianrui Li Hierarchical Active Learning with Label Proportions on Data Regions
IEEE Transactions on Knowledge and Data Engineering (中科院2区,期刊) [pdf] -
Qiang Gao, Jinyu Hong, Xovee Xu, Ping Kuang, Fan Zhou, and Goce Trajcevski. Predicting Human Mobility via Self-supervised Disentanglement Learning
IEEE Transactions on Knowledge and Data Engineering (中科院2区,期刊) [pdf] -
Gordon Owusu Boateng; Guolin Sun; Daniel Ayepah Mensah; Daniel Mawunyo Doe; Ruijie Ou; Guisong Liu Consortium Blockchain-Based Spectrum Trading for Network Slicing in 5G RAN: A Multi-Agent Deep Reinforcement Learning Approach
IEEE Transactions on Mobile Computing(中科院2区TOP,期刊) [pdf] -
Guolin Sun; Gordon Owusu Boateng; Liyuan Luo; Huan Chen; Daniel Ayepah Mensah; Guisong Liu* Competitive pricing for resource trading in sliced mobile networks: A multi-agent reinforcement learning approach
IEEE Transactions on Mobile Computing(中科院2区TOP,期刊) [pdf] -
Li Huang, Hongmei Wu, Qiang Gao*, Guisong Liu Attention Localness in Shared Encoder-Decoder Model for Text Summarization
2023 IEEE International Conference on Acoustics, Speech, and Signal Processing(CCF-B会议) [pdf]