Jun Xia

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 178

Top Venues

Publications

Hongli Liang, Ting Wang, Jun Xia, M. Ali Nasseri, Haotian Lin, Kai Huang
Autonomous Clear Corneal Incision Guided by Force-Vision Fusion. IEEE Trans. Ind. Electron. 71 (8) (2024)
Bozhen Hu, Zelin Zang, Jun Xia, Lirong Wu, Cheng Tan, Stan Z. Li
Deep Manifold Graph Auto-Encoder for Attributed Graph Embedding. CoRR (2024)
Chongshan Liang, Yi Dai, Jun Xia, Jinbo Xu, Jintao Peng, Weixia Xu, Ming Xie, Jie Liu, Zhiquan Lai, Sheng Ma, Qi Zhu
The Self-adaptive and Topology-aware MPI_Bcast leveraging Collective offload on Tianhe Express Interconnect. IPDPS (2024)
Gelei Xu, Ningzhi Tang, Jun Xia, Wei Jin, Yiyu Shi
Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation. CoRR (2024)
Tri Vu, Paul Klippel, Aidan J. Canning, Chenshuo Ma, Huijuan Zhang, Ludmila A. Kasatkina, Yuqi Tang, Jun Xia, Vladislav V. Verkhusha, Tuan Vo-Dinh, Yun Jing, Junjie Yao
On the Importance of Low-Frequency Signals in Functional and Molecular Photoacoustic Computed Tomography. IEEE Trans. Medical Imaging 43 (2) (2024)
Xi Zhou, Xinxin Wang, Haiqin Ma, Jianjian Zhang, Xiaomei Wang, Xiuxiu Bai, Li Zhang, Jia Long, Jiakuan Chen, Hongbo Le, Wenjie He, Shen Zhao, Jun Xia, Guang Yang
Customized T-time inner sampling network with uncertainty-aware data augmentation strategy for multi-annotated lesion segmentation. Comput. Biol. Medicine 180 (2024)
Jingbo Zhou, Shaorong Chen, Jun Xia, Sizhe Liu, Tianze Ling, Wenjie Du, Yue Liu, Jianwei Yin, Stan Z. Li
NovoBench: Benchmarking Deep Learning-based De Novo Peptide Sequencing Methods in Proteomics. CoRR (2024)
Abraham Carmeli, Yan Ling, Li-Qun Wei, Jun Xia
Polychronicity in New Technological Venture Teams: The Influence of Founder-CEOs' Tertius Iungens Orientation and the Implications for Venture Growth. IEEE Trans. Engineering Management 71 (2024)
Zhangyang Gao, Daize Dong, Cheng Tan, Jun Xia, Bozhen Hu, Stan Z. Li
A Graph is Worth K Words: Euclideanizing Graph using Pure Transformer. CoRR (2024)
Cheng Tan, Zhangyang Gao, Lirong Wu, Jun Xia, Jiangbin Zheng, Xihong Yang, Yue Liu, Bozhen Hu, Stan Z. Li
Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer. AAAI (2024)
Jun Xia, Yiyu Shi
Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client. CoRR (2024)
Jun Xia, Shaorong Chen, Yue Liu, Zhangyang Gao, Jiangbin Zheng, Xihong Yang, Stan Z. Li
DiscoGNN: A Sample-Efficient Framework for Self-Supervised Graph Representation Learning. ICDE (2024)
Peng Ding, Jun Xia, Xiaoli Zhao, Minping Jia
Graph structure few-shot prognostics for machinery remaining useful life prediction under variable operating conditions. Adv. Eng. Informatics 60 (2024)
Ge Wang, Zelin Zang, Jiangbin Zheng, Jun Xia, Stan Z. Li
Graph-level Protein Representation Learning by Structure Knowledge Refinement. CoRR (2024)
Bo Zhou, Hai Huang, Jun Xia, Donghai Tian
A novel malware detection method based on API embedding and API parameters. J. Supercomput. 80 (2) (2024)
Jun Xia, Shaorong Chen, Jingbo Zhou, Tianze Ling, Wenjie Du, Sizhe Liu, Stan Z. Li
AdaNovo: Adaptive \emph{De Novo} Peptide Sequencing with Conditional Mutual Information. CoRR (2024)
Jun Xia, Haitao Lin, Yongjie Xu, Cheng Tan, Lirong Wu, Siyuan Li, Stan Z. Li
GNN Cleaner: Label Cleaner for Graph Structured Data. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Siyuan Li, Luyuan Zhang, Zedong Wang, Di Wu, Lirong Wu, Zicheng Liu, Jun Xia, Cheng Tan, Yang Liu, Baigui Sun, Stan Z. Li
Masked Modeling for Self-supervised Representation Learning on Vision and Beyond. CoRR (2024)
Zhangyang Gao, Cheng Tan, Xingran Chen, Yijie Zhang, Jun Xia, Siyuan Li, Stan Z. Li
KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement. ICLR (2024)
Yue Liu, Shihao Zhu, Jun Xia, Yingwei Ma, Jian Ma, Wenliang Zhong, Guannan Zhang, Kejun Zhang, Xinwang Liu
End-to-end Learnable Clustering for Intent Learning in Recommendation. CoRR (2024)
Dengke Yan, Ming Hu, Zeke Xia, Yanxin Yang, Jun Xia, Xiaofei Xie, Mingsong Chen
Have Your Cake and Eat It Too: Toward Efficient and Accurate Split Federated Learning. CoRR (2023)
Yue Liu, Ke Liang, Jun Xia, Sihang Zhou, Xihong Yang, Xinwang Liu, Stan Z. Li
Dink-Net: Neural Clustering on Large Graphs. ICML (2023)
Cheng Tan, Zhangyang Gao, Jun Xia, Bozhen Hu, Stan Z. Li
Global-Context Aware Generative Protein Design. ICASSP (2023)
Jiangbin Zheng, Siyuan Li, Yufei Huang, Zhangyang Gao, Cheng Tan, Bozhen Hu, Jun Xia, Ge Wang, Stan Z. Li
MMDesign: Multi-Modality Transfer Learning for Generative Protein Design. CoRR (2023)
Zhihao Yue, Jun Xia, Zhiwei Ling, Ming Hu, Ting Wang, Xian Wei, Mingsong Chen
Model-Contrastive Learning for Backdoor Elimination. ACM Multimedia (2023)
Cheng Tan, Jue Wang, Zhangyang Gao, Siyuan Li, Lirong Wu, Jun Xia, Stan Z. Li
Revisiting the Temporal Modeling in Spatio-Temporal Predictive Learning under A Unified View. CoRR (2023)
Hong Du, Jian Wu, Sidong Zeng, Jun Xia
Historical Attributions and Future Projections of Gross Primary Productivity in the Yangtze River Basin under Climate Change Based on a Novel Coupled LUE-RE Model. Remote. Sens. 15 (18) (2023)
Yanxin Yang, Ming Hu, Yue Cao, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen
Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation. CoRR (2023)
Qurratulain Safder, Zezhong Zheng, Jun Xia, Yi Ma, Fangrong Zhou
Deep learning instance segmentation framework for burnt area instances characterization. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Xiaodan Xing, Javier Del Ser, Yinzhe Wu, Yang Li, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Jun Xia, Chengshuai Zhao, Bozhen Hu, Zhangyang Gao, Cheng Tan, Yue Liu, Siyuan Li, Stan Z. Li
Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules. ICLR (2023)
Jun Xia, Lecheng Zhang, Xiao Zhu, Stan Z. Li
Why Deep Models Often cannot Beat Non-deep Counterparts on Molecular Property Prediction? CoRR (2023)
Ming Hu, Jun Xia, Min Zhang, Xiaohong Chen, Frédéric Mallet, Mingsong Chen
Automated Synthesis of Safe Timing Behaviors for Requirements Models Using CCSL. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Jun Xia, Yanqiao Zhu, Yuanqi Du, Stan Z. Li
A Systematic Survey of Chemical Pre-trained Models. IJCAI (2023)
Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. CoRR (2023)
Ming Hu, Zeke Xia, Dengke Yan, Zhihao Yue, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen
GitFL: Uncertainty-Aware Real-Time Asynchronous Federated Learning Using Version Control. RTSS (2023)
Xihong Yang, Cheng Tan, Yue Liu, Ke Liang, Siwei Wang, Sihang Zhou, Jun Xia, Stan Z. Li, Xinwang Liu, En Zhu
CONVERT: Contrastive Graph Clustering with Reliable Augmentation. ACM Multimedia (2023)
Zhangyang Gao, Cheng Tan, Jun Xia, Stan Z. Li
Co-supervised Pre-training of Pocket and Ligand. ECML/PKDD (1) (2023)
Xi Zhou, Qinghao Ye, Xiaolin Yang, Jiakun Chen, Haiqin Ma, Jun Xia, Javier Del Ser, Guang Yang
AI-based medical e-diagnosis for fast and automatic ventricular volume measurement in patients with normal pressure hydrocephalus. Neural Comput. Appl. 35 (22) (2023)
Zhenghan Fang, Junjie Bai, Xinyu Guo, Xin Wang, Feng Gao, Hao-Yu Yang, Bin Kong, Ying Hou, Kunlin Cao, Qi Song, Jun Xia, Youbing Yin
Annotation-Efficient COVID-19 Pneumonia Lesion Segmentation Using Error-Aware Unified Semisupervised and Active Learning. IEEE Trans. Artif. Intell. 4 (2) (2023)
Xiaoyang Li, Lei Zou, Jun Xia, Feiyu Wang, Hongwei Li
Identifying the Responses of Vegetation Gross Primary Productivity and Water Use Efficiency to Climate Change under Different Aridity Gradients across China. Remote. Sens. 15 (6) (2023)
Yue Liu, Ke Liang, Jun Xia, Xihong Yang, Sihang Zhou, Meng Liu, Xinwang Liu, Stan Z. Li
Reinforcement Graph Clustering with Unknown Cluster Number. ACM Multimedia (2023)
Yue Liu, Ke Liang, Jun Xia, Sihang Zhou, Xihong Yang, Xinwang Liu, Stan Z. Li
Dink-Net: Neural Clustering on Large Graphs. CoRR (2023)
Yande Jiang, Na Chen, Huiquan Wang, Guangda Zhang, Jun Xia, Xiaobo Yan
A Speed Up Method towards DDR Subsystem Functional Verification in SoC. ASICON (2023)
Qian Xia, Jun Xia, Xiaodong Tang, Anfu Hu, Jian Wu, Jinkong Pan, Yifan Yu, Jian Jiang
The effect of temperature on different moisture components in cigarettes. Int. J. Comput. Sci. Math. 18 (1) (2023)
Ruixuan Liu, Ming Hu, Zeke Xia, Jun Xia, Pengyu Zhang, Yihao Huang, Yang Liu, Mingsong Chen
AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems. CoRR (2023)
Jun Xia, Ge Wang, Bozhen Hu, Cheng Tan, Jiangbin Zheng, Yongjie Xu, Stan Z. Li
Wordreg: Mitigating the Gap between Training and Inference with Worst-Case Drop Regularization. ICASSP (2023)
Bozhen Hu, Zelin Zang, Jun Xia, Lirong Wu, Cheng Tan, Stan Z. Li
Deep Manifold Graph Auto-Encoder For Attributed Graph Embedding. ICASSP (2023)
Chengjian Liu, Lei Zou, Jun Xia, Xinchi Chen, Lingfeng Zuo, Jiarui Yu
Spatiotemporal Heterogeneity of Water Conservation Function and Its Driving Factors in the Upper Yangtze River Basin. Remote. Sens. 15 (21) (2023)
Yue Liu, Ke Liang, Jun Xia, Xihong Yang, Sihang Zhou, Meng Liu, Xinwang Liu, Stan Z. Li
Reinforcement Graph Clustering with Unknown Cluster Number. CoRR (2023)
Weizhong Zhao, Jun Xia, Xingpeng Jiang, Tingting He
A novel framework for deep knowledge tracing via gating-controlled forgetting and learning mechanisms. Inf. Process. Manag. 60 (1) (2023)
Wenhao Ye, Jun Xia, Shuo Feng, Xiangyu Zhong, Shuai Yuan, Zhitao Guan
FixGPT: A Novel Three-Tier Deep Learning Model for Automated Program Repair. DSC (2023)
Jun Xia, Jun Li, Xinfan Jiang, Bo Zhou, Zesheng Xi
Design of an Automated Security Protection System for Power System. ICCEIC (2023)
Yuanxiu Zhang, Yufeng Gao, Guangquan Zhou, Jianan He, Jun Xia, Guoyi Peng, Xiaojian Lou, Shoujun Zhou, Hui Tang, Yang Chen
Centerline-supervision multi-task learning network for coronary angiography segmentation. Biomed. Signal Process. Control. 82 (2023)
Jiangbin Zheng, Yile Wang, Cheng Tan, Siyuan Li, Ge Wang, Jun Xia, Yidong Chen, Stan Z. Li
CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment. CVPR (2023)
Jun Xia, Lecheng Zhang, Xiao Zhu, Yue Liu, Zhangyang Gao, Bozhen Hu, Cheng Tan, Jiangbin Zheng, Siyuan Li, Stan Z. Li
Understanding the Limitations of Deep Models for Molecular property prediction: Insights and Solutions. NeurIPS (2023)
Cheng Tan, Zhangyang Gao, Lirong Wu, Yongjie Xu, Jun Xia, Siyuan Li, Stan Z. Li
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning. CVPR (2023)
Zhiwei Ling, Zhihao Yue, Jun Xia, Ting Wang, Mingsong Chen, Xiang Lian
FedEntropy: Efficient Federated Learning for Non-IID Scenarios Using Maximum Entropy Judgment-based Client Selection. ISPA/BDCloud/SocialCom/SustainCom (2023)
Tian Liu, Jun Xia, Zhiwei Ling, Xin Fu, Shui Yu, Mingsong Chen
Efficient Federated Learning for AIoT Applications Using Knowledge Distillation. IEEE Internet Things J. 10 (8, April 15) (2023)
Yanjun Zhao, Jun Xia, Zongxue Xu, Yunfeng Qiao, Jianming Shen, Chenlei Ye
Impact of Urbanization on Regional Rainfall-Runoff Processes: Case Study in Jinan City, China. Remote. Sens. 15 (9) (2023)
Shengqing Zhang, Xiaoyan Zhai, Peng Yang, Jun Xia, Sheng Hu, Libo Zhou, Cai Fu
Ecological health analysis of wetlands in the middle reaches of Yangtze River under changing environment. Int. J. Digit. Earth 16 (1) (2023)
Xihong Yang, Cheng Tan, Yue Liu, Ke Liang, Siwei Wang, Sihang Zhou, Jun Xia, Stan Z. Li, Xinwang Liu, En Zhu
CONVERT: Contrastive Graph Clustering with Reliable Augmentation. CoRR (2023)
Shufa Wei, Xiaolong Xu, Xianbiao Qi, Xi Yin, Jun Xia, Jingyi Ren, Peijun Tang, Yuxiang Zhong, Yihao Chen, Xiaoqin Ren, Yuxin Liang, Liankai Huang, Kai Xie, Weikang Gui, Wei Tan, Shuanglong Sun, Yongquan Hu, Qinxian Liu, Nanjin Li, Chihao Dai, Lihua Wang, Xiaohui Liu, Lei Zhang, Yutao Xie
AcademicGPT: Empowering Academic Research. CoRR (2023)
Dong Zhang, Xiujian Liu, Jun Xia, Zhifan Gao, Heye Zhang, Victor Hugo C. de Albuquerque
A Physics-Guided Deep Learning Approach for Functional Assessment of Cardiovascular Disease in IoT-Based Smart Health. IEEE Internet Things J. 10 (21) (2023)
Ming Li, Yingying Fang, Zeyu Tang, Chibudom Onuorah, Jun Xia, Javier Del Ser, Simon Walsh, Guang Yang
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels. IEEE Trans. Emerg. Top. Comput. Intell. 7 (1) (2023)
Jun Xia, Zhihao Yue, Yingbo Zhou, Zhiwei Ling, Xian Wei, Mingsong Chen
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. CoRR (2023)
Jiangbin Zheng, Yile Wang, Cheng Tan, Siyuan Li, Ge Wang, Jun Xia, Yidong Chen, Stan Z. Li
CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment. CoRR (2023)
Junyan Qiu, Jun Xia, Jun Luo, Yang Liu, Yuxin Liu
Integrated Inventory Placement and Transportation Vehicle Selection using Neural Network. CASE (2022)
Yue Liu, Jun Xia, Sihang Zhou, Siwei Wang, Xifeng Guo, Xihong Yang, Ke Liang, Wenxuan Tu, Stan Z. Li, Xinwang Liu
A Survey of Deep Graph Clustering: Taxonomy, Challenge, and Application. CoRR (2022)
Dongyang Li, Jun Xia, Jianchuan Li, Jinming Du
Risk-Based Optimization of Security Strategies for Terrorist Attacks on Urban Targets. ICSRS (2022)
Jun Xia, Yun-Wen Feng, Cheng Lu, Zhicen Song, Qianyi Du
Degradation prediction and rolling predictive maintenance policy for multi-sensor systems based on two-dimensional self-attention. Adv. Eng. Informatics 54 (2022)
Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang
Swin Transformer for Fast MRI. CoRR (2022)
Jiangbin Zheng, Yile Wang, Ge Wang, Jun Xia, Yufei Huang, Guojiang Zhao, Yue Zhang, Stan Z. Li
Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings. CoRR (2022)
Peng Yang, Wenyu Wang, Xiaoyan Zhai, Jun Xia, Yulong Zhong, Xiangang Luo, Shengqing Zhang, Nengcheng Chen
Influence of Terrestrial Water Storage on Flood Potential Index in the Yangtze River Basin, China. Remote. Sens. 14 (13) (2022)
Wenhan Zheng, Huijuan Zhang, Chuqin Huang, Kaylin McQuillan, Huining Li, Wenyao Xu, Jun Xia
Deep-E Enhanced Photoacoustic Tomography Using Three-Dimensional Reconstruction for High-Quality Vascular Imaging. Sensors 22 (20) (2022)
Lirong Wu, Haitao Lin, Jun Xia, Cheng Tan, Stan Z. Li
Multi-level disentanglement graph neural network. Neural Comput. Appl. 34 (11) (2022)
Tiantian Wang, Hong Ma, Zhou Xu, Jun Xia
A new dynamic shape adjustment and placement algorithm for 3D yard allocation problem with time dimension. Comput. Oper. Res. 138 (2022)
Xiaodan Xing, Javier Del Ser, Yinzhe Wu, Yang Li, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis. CoRR (2022)
Bin Jiang, Fangqiang Xu, Jun Xia, Chao Yang, Wei Huang, Yun Huang
Stacked Multi-Scale Attention Network for Image Colorization. ICASSP (2022)
Qurratulain Safder, Fangrong Zhou, Zezhong Zheng, Jun Xia, Yi Ma, Bo Wu, Mingcang Zhu, Yong He, Jiang Li
BA_EnCaps: Dense Capsule Architecture for Thermal Scrutiny. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jun Xia, Yun-Wen Feng, Da Teng, Jun-Yu Chen, Zhicen Song
Distance self-attention network method for remaining useful life estimation of aeroengine with parallel computing. Reliab. Eng. Syst. Saf. 225 (2022)
Jiangbin Zheng, Yile Wang, Ge Wang, Jun Xia, Yufei Huang, Guojiang Zhao, Yue Zhang, Stan Z. Li
Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings. ACL (1) (2022)
Guang Yang, Qinghao Ye, Jun Xia
Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyond. Inf. Fusion 77 (2022)
Huijuan Zhang, Wei Bo, Depeng Wang, Anthony DiSpirito III, Chuqin Huang, Nikhila Nyayapathi, Emily Zheng, Tri Vu, Yiyang Gong, Junjie Yao, Wenyao Xu, Jun Xia
Deep-E: A Fully-Dense Neural Network for Improving the Elevation Resolution in Linear-Array-Based Photoacoustic Tomography. IEEE Trans. Medical Imaging 41 (5) (2022)
Xi Zhou, Qinghao Ye, Xiaolin Yang, Jiakuan Chen, Haiqin Ma, Jun Xia, Javier Del Ser, Guang Yang
AI-based Medical e-Diagnosis for Fast and Automatic Ventricular Volume Measurement in the Patients with Normal Pressure Hydrocephalus. CoRR (2022)
Zhihao Yue, Jun Xia, Zhiwei Ling, Ming Hu, Ting Wang, Xian Wei, Mingsong Chen
Model-Contrastive Learning for Backdoor Defense. CoRR (2022)
Zhiwei Ling, Zhihao Yue, Jun Xia, Ming Hu, Ting Wang, Mingsong Chen
FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment. CoRR (2022)
Jun Xia, Yanqiao Zhu, Yuanqi Du, Stan Z. Li
A Survey of Pretraining on Graphs: Taxonomy, Methods, and Applications. CoRR (2022)
Jun Xia, Ming Hu, Xin Chen, Mingsong Chen
Accelerated synthesis of neural network-based barrier certificates using collaborative learning. DAC (2022)
Jianming Shen, Po Liu, Jun Xia, Yanjun Zhao, Yi Dong
Merging Multisatellite and Gauge Precipitation Based on Geographically Weighted Regression and Long Short-Term Memory Network. Remote. Sens. 14 (16) (2022)
Lirong Wu, Jun Xia, Haitao Lin, Zhangyang Gao, Zicheng Liu, Guojiang Zhao, Stan Z. Li
Teaching Yourself: Graph Self-Distillation on Neighborhood for Node Classification. CoRR (2022)
Jun Xia, Ting Wang, Jiepin Ding, Xian Wei, Mingsong Chen
Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation. CoRR (2022)
Jun Xia, Lirong Wu, Ge Wang, Jintao Chen, Stan Z. Li
ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning. ICML (2022)
Jun Xia, Yi Zhang, Zhihao Yue, Ming Hu, Xian Wei, Mingsong Chen
HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation. CoRR (2022)
Sheng Yu, Zheng Yuan, Jun Xia, Shengxuan Luo, Huaiyuan Ying, Sihang Zeng, Jingyi Ren, Hongyi Yuan, Zhengyun Zhao, Yucong Lin, Keming Lu, Jing Wang, Yutao Xie, Heung-Yeung Shum
BIOS: An Algorithmically Generated Biomedical Knowledge Graph. CoRR (2022)
Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang
Swin transformer for fast MRI. Neurocomputing 493 (2022)
Lirong Wu, Zicheng Liu, Jun Xia, Zelin Zang, Siyuan Li, Stan Z. Li
Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation. WACV (2022)
Jiahao Huang, Weiping Ding, Jun Lv, Jingwen Yang, Hao Dong, Javier Del Ser, Jun Xia, Tiaojuan Ren, Stephen Wong, Guang Yang
Edge-enhanced dual discriminator generative adversarial network for fast MRI with parallel imaging using multi-view information. Appl. Intell. 52 (13) (2022)
Qinghao Ye, Yuan Gao, Weiping Ding, Zhangming Niu, Chengjia Wang, Yinghui Jiang, Minhao Wang, Evandro Fei Fang, Wade Menpes-Smith, Jun Xia, Guang Yang
Robust weakly supervised learning for COVID-19 recognition using multi-center CT images. Appl. Soft Comput. 116 (2022)
Jun Xia, Lirong Wu, Jintao Chen, Bozhen Hu, Stan Z. Li
SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation. WWW (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jun Xia