Yao Zhang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 48

Top Topics

Graph Representation

Community Detection

Link Prediction

Top Venues

Knowl. Inf. Syst.

Publications

Siwei Zhang, Xi Chen, Yun Xiong, Xixi Wu, Yao Zhang, Yongrui Fu, Yinglong Zhao, Jiawei Zhang
Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling. CoRR (2024)
Zian Jia, Yun Xiong, Yuhong Nan, Yao Zhang, Jinjing Zhao, Mi Wen
MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning. USENIX Security Symposium (2024)
Haiting Sun, Peng Tian, Yun Xiong, Yao Zhang, Yali Xiang, Xing Jia, Haofen Wang
DynamiSE: dynamic signed network embedding for link prediction. Mach. Learn. 113 (7) (2024)
Yi Xie, Yun Xiong, Xiaofeng Gao, Jiadong Chen, Yao Zhang, Xian Wu, Chao Chen
LAMEE: a light all-MLP framework for time series prediction empowering recommendations. World Wide Web (WWW) 27 (2) (2024)
Siwei Zhang, Xi Chen, Yun Xiong, Xixi Wu, Yao Zhang, Yongrui Fu, Yinglong Zhao, Jiawei Zhang
Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling. KDD (2024)
Xixi Wu, Yun Xiong, Yao Zhang, Yizhu Jiao, Jiawei Zhang
Dual Intents Graph Modeling for User-centric Group Discovery. CIKM (2023)
Siwei Zhang, Yun Xiong, Yao Zhang, Yiheng Sun, Xi Chen, Yizhu Jiao, Yangyong Zhu
RDGSL: Dynamic Graph Representation Learning with Structure Learning. CIKM (2023)
Zhijie Jiang, Haixu Xiong, Yingwei Ma, Yao Zhang, Yan Ding, Yun Xiong, Shanshan Li
Automatic Code Annotation Generation Based on Heterogeneous Graph Structure. SANER (2023)
Wenwen Xia, Mincai Lai, Caihua Shan, Yao Zhang, Xinnan Dai, Xiang Li, Dongsheng Li
Explaining Temporal Graph Models through an Explorer-Navigator Framework. ICLR (2023)
Zejian Shi, Yun Xiong, Yao Zhang, Zhijie Jiang, Jinjing Zhao, Lei Wang, Shanshan Li
Improving Code Search with Multi-Modal Momentum Contrastive Learning. ICPC (2023)
Xi Chen, Yun Xiong, Siqi Wang, Haofen Wang, Tao Sheng, Yao Zhang, Yu Ye
ReCo: A Dataset for Residential Community Layout Planning. ACM Multimedia (2023)
Mingxia Wang, Yun Xiong, Yao Zhang, Philip S. Yu, Yangyong Zhu
Hierarchical Encoder-Decoder with Addressable Memory Network for Diagnosis Prediction. DASFAA (4) (2023)
Siwei Zhang, Yun Xiong, Yao Zhang, Yiheng Sun, Xi Chen, Yizhu Jiao, Yangyong Zhu
RDGSL: Dynamic Graph Representation Learning with Structure Learning. CoRR (2023)
Siwei Zhang, Yun Xiong, Yao Zhang, Xixi Wu, Yiheng Sun, Jiawei Zhang
iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation. CIKM (2023)
Beichen Kang, Xiaosu Wang, Yun Xiong, Yao Zhang, Chaofan Zhou, Yangyong Zhu, Jiawei Zhang, Chunlei Tang
Automatic ICD Coding Based on Segmented ClinicalBERT with Hierarchical Tree Structure Learning. DASFAA (4) (2023)
Xing Jia, Yun Xiong, Yao Zhang, Li Luo
Multi-Modal Fusion with Semantic Supervision for Radiology Report Generation. ECAI (2023)
Yucheng Jin, Yun Xiong, Dan Shi, Yifei Lin, Lifang He, Yao Zhang, Joseph M. Plasek, Li Zhou, David W. Bates, Chunlei Tang
Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding. J. Am. Medical Informatics Assoc. 30 (3) (2023)
Xixi Wu, Yun Xiong, Yao Zhang, Yizhu Jiao, Jiawei Zhang, Yangyong Zhu, Philip S. Yu
ConsRec: Learning Consensus Behind Interactions for Group Recommendation. WWW (2023)
Xixi Wu, Yun Xiong, Yao Zhang, Yizhu Jiao, Jiawei Zhang
Dual Intents Graph Modeling for User-centric Group Discovery. CoRR (2023)
Yi Xie, Yun Xiong, Jiawei Zhang, Chao Chen, Yao Zhang, Jie Zhao, Yizhu Jiao, Jinjing Zhao, Yangyong Zhu
Temporal super-resolution traffic flow forecasting via continuous-time network dynamics. Knowl. Inf. Syst. 65 (11) (2023)
Mingxia Wang, Peng Tian, Yun Xiong, Jingwen Yue, Yao Zhang, Chunlei Tang
MulEA: Multi-type Entity Alignment of Heterogeneous Medical Knowledge Graphs. DASFAA (2) (2023)
Siwei Zhang, Yun Xiong, Yao Zhang, Xixi Wu, Yiheng Sun, Jiawei Zhang
iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation. CoRR (2023)
Haiting Sun, Peng Tian, Yun Xiong, Yao Zhang, Yali Xiang, Xing Jia, Haofen Wang
DynamiSE: Dynamic Signed Network Embedding for Link Prediction. DSAA (2023)
Yazhen Ye, Yao Zhang, Yangyong Zhu
Exploring the form of big data products and the supporting systems. J. Big Data 9 (1) (2022)
Zian Jia, Xiaosu Wang, Yun Xiong, Yao Zhang, JinJing Zhao
AISLE: Self-supervised Representation Learning for the Investigation of Advanced Persistent Threat. DSC (2022)
Xing Jia, Yun Xiong, Jiawei Zhang, Yao Zhang, Yangyong Zhu, Philip S. Yu
Few-Shot Radiology Report Generation via Knowledge Transfer and Multi-modal Alignment. BIBM (2022)
Xi Chen, Yun Xiong, Siqi Wang, Haofen Wang, Tao Sheng, Yao Zhang, Yu Ye
ReCo: A Dataset for Residential Community Layout Planning. CoRR (2022)
Yao Zhang, Yun Xiong, Yiheng Sun, Caihua Shan, Tian Lu, Hui Song, Yangyong Zhu
RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation. CoRR (2022)
Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yao Zhang, Tianqi Zhang, Yangyong Zhu
Scalable self-supervised graph representation learning via enhancing and contrasting subgraphs. Knowl. Inf. Syst. 64 (1) (2022)
Xixi Wu, Yun Xiong, Yao Zhang, Yizhu Jiao, Caihua Shan, Yiheng Sun, Yangyong Zhu, Philip S. Yu
CLARE: A Semi-supervised Community Detection Algorithm. KDD (2022)
Zejian Shi, Yun Xiong, Xiaolong Zhang, Yao Zhang, Shanshan Li, Yangyong Zhu
Cross-Modal Contrastive Learning for Code Search. ICSME (2022)
Hao Niu, Yun Xiong, Jian Gao, Zhongchen Miao, Xiaosu Wang, Hongrun Ren, Yao Zhang, Yangyong Zhu
Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification. COLING (2022)
Yao Zhang, Sijia Peng, Yun Xiong, Xiangnan Kong, Xinyue Liu, Yangyong Zhu
Multi-task attributed graphical lasso and its application in fund classification. World Wide Web 25 (3) (2022)
Qingqin Wang, Yun Xiong, Yao Zhang, Jiawei Zhang, Yangyong Zhu
AutoCite: Multi-Modal Representation Fusion for Contextual Citation Generation. WSDM (2021)
Yao Zhang, Yun Xiong, Xiangnan Kong, Zhuang Niu, Yangyong Zhu
IGE+: A Framework for Learning Node Embeddings in Interaction Graphs. IEEE Trans. Knowl. Data Eng. 33 (3) (2021)
Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yao Zhang, Tianqi Zhang, Yangyong Zhu
Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning. ICDM (2020)
Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yao Zhang, Tianqi Zhang, Yangyong Zhu
Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning. CoRR (2020)
Tianqi Zhang, Yun Xiong, Jiawei Zhang, Yao Zhang, Yizhu Jiao, Yangyong Zhu
CommDGI: Community Detection Oriented Deep Graph Infomax. CIKM (2020)
Yazhen Ye, Yao Zhang, Guohua Liu, Yangyong Zhu
A measure based pricing framework for data products. Web Intell. 18 (4) (2020)
Yao Zhang, Yun Xiong, Yun Ye, Tengfei Liu, Weiqiang Wang, Yangyong Zhu, Philip S. Yu
SEAL: Learning Heuristics for Community Detection with Generative Adversarial Networks. KDD (2020)
Yao Zhang, Yun Xiong, Xiangnan Kong, Xinyue Liu, Yangyong Zhu
Multi-task Attributed Graphical Lasso. APWeb/WAIM (1) (2020)
Xing Jia, Yun Xiong, Jiawei Zhang, Yao Zhang, Yangyong Zhu
Few-shot Radiology Report Generation for Rare Diseases. BIBM (2020)
Tianyi Tao, Yun Xiong, Guosen Wang, Yao Zhang, Peng Tian, Yangyong Zhu
IASR: An Item-Level Attentive Social Recommendation Model for Personalized Ranking. APWeb/WAIM (1) (2020)
Yun Xiong, Yao Zhang, Hanjie Fu, Wei Wang, Yangyong Zhu, Philip S. Yu
DynGraphGAN: Dynamic Graph Embedding via Generative Adversarial Networks. DASFAA (1) (2019)
Yao Zhang, Yun Xiong, Lu Ruan, Xiangnan Kong, Yangyong Zhu
NetMerger: Predicting Cross-network Links in Merged Heterogeneous Networks. WI (Companion) (2019)
Xinyue Liu, Yuanfang Song, Charu C. Aggarwal, Yao Zhang, Xiangnan Kong
BiCycle: Item Recommendation with Life Cycles. ICDM (2017)
Yao Zhang, Yun Xiong, Xinyue Liu, Xiangnan Kong, Yangyong Zhu
Meta-Path Graphical Lasso for Learning Heterogeneous Connectivities. SDM (2017)
Yao Zhang, Yun Xiong, Xiangnan Kong, Yangyong Zhu
Learning Node Embeddings in Interaction Graphs. CIKM (2017)