Jiayu Song

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 24

Top Topics

Semantic Representation

Visual Similarity

Social Recommendation

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Jiayu Song, Le Wang, Jiazhuo Yan, Yue Feng, Yunyan Zhang
Enhancing cervical precancerous lesion detection using African Vulture Optimization Algorithm with Deep Learning model. Biomed. Signal Process. Control. 97 (2024)
Jiayu Song, Jenny Chim, Adam Tsakalidis, Julia Ive, Dana Atzil-Slonim, Maria Liakata
Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media. ACL (Findings) (2024)
Jinfeng Dou, Jiayu Song, Jiabao Cao, Xuejia Meng, Jihui Cheng, Meidan Liu
Maximizing Utility Joint Optimization Based on Edge Full Cooperation. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Jiayu Song, Jenny Chim, Adam Tsakalidis, Julia Ive, Dana Atzil-Slonim, Maria Liakata
Clinically meaningful timeline summarisation in social media for mental health monitoring. CoRR (2024)
Jiayu Song, Zhiquan Zhu, Yufei Qiang
An optimized Yolov5s approach and its application to image detection problems. ICISCAE (2023)
Jiajie Xu, Jiayu Song, Yu Sang, Lihua Yin
CDAML: a cluster-based domain adaptive meta-learning model for cross domain recommendation. World Wide Web (WWW) 26 (3) (2023)
Jiayu Song, Iman Munire Bilal, Adam Tsakalidis, Rob Procter, Maria Liakata
Unsupervised Opinion Summarisation in the Wasserstein Space. EMNLP (2022)
Lei Zhu, Jiayu Song, Xiangxiang Wei, Hao Yu, Jun Long
CAESAR: concept augmentation based semantic representation for cross-modal retrieval. Multim. Tools Appl. 81 (24) (2022)
Lei Zhu, Jiayu Song, Zhan Yang, Wenti Huang, Chengyuan Zhang, Weiren Yu
CMH: Deep Adversarial Privacy-Preserving Cross-Modal Hashing. Neural Process. Lett. 54 (4) (2022)
Adam Tsakalidis, Federico Nanni, Anthony Hills, Jenny Chim, Jiayu Song, Maria Liakata
Identifying Moments of Change from Longitudinal User Text. ACL (1) (2022)
Lei Zhu, Chengyuan Zhang, Jiayu Song, Shichao Zhang, Chunwei Tian, Xinghui Zhu
Deep Multigraph Hierarchical Enhanced Semantic Representation for Cross-Modal Retrieval. IEEE Multim. 29 (3) (2022)
Lei Zhu, Liewu Cai, Jiayu Song, Xinghui Zhu, Chengyuan Zhang, Shichao Zhang
MSSPQ: Multiple Semantic Structure-Preserving Quantization for Cross-Modal Retrieval. ICMR (2022)
Jiagang Song, Jiayu Song, Xinpan Yuan, Xiao He, Xinghui Zhu
Graph Representation-Based Deep Multi-View Semantic Similarity Learning Model for Recommendation. Future Internet 14 (2) (2022)
Adam Tsakalidis, Federico Nanni, Anthony Hills, Jenny Chim, Jiayu Song, Maria Liakata
Identifying Moments of Change from Longitudinal User Text. CoRR (2022)
Chengyuan Zhang, Yang Wang, Lei Zhu, Jiayu Song, Hongzhi Yin
Multi-Graph Heterogeneous Interaction Fusion for Social Recommendation. ACM Trans. Inf. Syst. 40 (2) (2022)
Jiayu Song, Iman Munire Bilal, Adam Tsakalidis, Rob Procter, Maria Liakata
Unsupervised Opinion Summarisation in the Wasserstein Space. CoRR (2022)
Chengyuan Zhang, Jiayu Song, Xiaofeng Zhu, Lei Zhu, Shichao Zhang
HCMSL: Hybrid Cross-modal Similarity Learning for Cross-modal Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 17 (1s) (2021)
Jiayu Song, Jiajie Xu, Rui Zhou, Lu Chen, Jianxin Li, Chengfei Liu
CBML: A Cluster-based Meta-learning Model for Session-based Recommendation. CIKM (2021)
Lei Zhu, Chengyuan Zhang, Jiayu Song, Liangchen Liu, Shichao Zhang, Yangding Li
Multi-Graph Based Hierarchical Semantic Fusion for Cross-Modal Representation. ICME (2021)
Jiayu Song, QingHua Xu, Wei Liu, Yueran Zu, Mengdong Chen
Semantic and Morphological Information Guided Chinese Text Classification. MMM (2) (2020)
Lei Zhu, Jiayu Song, Weiren Yu, Chengyuan Zhang, Hao Yu, Zuping Zhang
Reverse Spatial Visual Top-k Query. IEEE Access 8 (2020)
Jiayu Song, Jiajie Xu, Xinghong Ling, Junhua Fang, Rui Zhou, Chengfei Liu
C2TTE: Cross-city Transfer Based Model for Travel Time Estimation. DASFAA (1) (2020)
Lei Zhu, Jiayu Song, Xiaofeng Zhu, Chengyuan Zhang, Shichao Zhang, Xinpan Yuan, Yang Wang
Adversarial Learning-Based Semantic Correlation Representation for Cross-Modal Retrieval. IEEE Multim. 27 (4) (2020)
Wei Liu, Tongge Xu, QingHua Xu, Jiayu Song, Yueran Zu
An Encoding Strategy Based Word-Character LSTM for Chinese NER. NAACL-HLT (1) (2019)
Zhaojun Yang, Jiayu Song, Zhaolong Huang, Xuzhen Zhu, Hui Tian
A Community-Structure Based Adaptively Optimized Link Prediction Algorithm. BDCloud (2014)
Jiayu Song, Yanhui Liu, Sally L. Gewalt, Gary P. Cofer, G. Allan Johnson, Qing Huo Liu
Least-Square NUFFT Methods Applied to 2-D and 3-D Radially Encoded MR Image Reconstruction. IEEE Trans. Biomed. Eng. 56 (4) (2009)
Jiayu Song, Qing-Huo Liu
An Efficient MR Image Reconstruction Method for Arbitrary K-space Trajectories Without Density Compensation. EMBC (2006)
Jiayu Song, Qing Huo Liu, Peter Torrione, Leslie M. Collins
Two-dimensional and three-dimensional NUFFT migration method for landmine detection using ground-penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 44 (6) (2006)
Jiayu Song, Qing Huo Liu
Improving Non-Cartesian MRI Reconstruction through Discontinuity Subtraction. Int. J. Biomed. Imaging 2006 (2006)