Yao Zhang

2024

LAMEE: a light all-MLP framework for time series prediction empowering recommendations.

Yi Xie|Yun Xiong|Xiaofeng Gao|Jiadong Chen|Yao Zhang|Xian Wu|Chao Chen

World Wide Web (WWW) 2024 Volume 27 Issue 2

DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning.

Xi Chen|Yun Xiong|Siwei Zhang|Jiawei Zhang|Yao Zhang|Shiyang Zhou|Xixi Wu|Mingyang Zhang|Tengfei Liu|Weiqiang Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

Dual Intents Graph Modeling for User-centric Group Discovery.

Xixi Wu|Yun Xiong|Yao Zhang|Yizhu Jiao|Jiawei Zhang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation.

Siwei Zhang|Yun Xiong|Yao Zhang|Xixi Wu|Yiheng Sun|Jiawei Zhang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

RDGSL: Dynamic Graph Representation Learning with Structure Learning.

Siwei Zhang|Yun Xiong|Yao Zhang|Yiheng Sun|Xi Chen|Yizhu Jiao|Yangyong Zhu

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

Reducing Negative Effects of the Biases of Language Models in Zero-Shot Setting.

Xiaosu Wang|Yun Xiong|Beichen Kang|Yao Zhang|Philip S. Yu|Yangyong Zhu

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

ConsRec: Learning Consensus Behind Interactions for Group Recommendation.

Xixi Wu|Yun Xiong|Yao Zhang|Yizhu Jiao|Jiawei Zhang|Yangyong Zhu|Philip S. Yu

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

TIGER: Temporal Interaction Graph Embedding with Restarts.

Yao Zhang|Yun Xiong|Yongxiang Liao|Yiheng Sun|Yucheng Jin|Xuehao Zheng|Yangyong Zhu

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

Multi-task attributed graphical lasso and its application in fund classification.

Yao Zhang|Sijia Peng|Yun Xiong|Xiangnan Kong|Xinyue Liu|Yangyong Zhu

World Wide Web (WWW) 2022 Volume 25 Issue 3

RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation.

Yao Zhang|Yun Xiong|Yiheng Sun|Caihua Shan|Tian Lu|Hui Song|Yangyong Zhu

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

Triangle Graph Interest Network for Click-through Rate Prediction.

Wensen Jiang|Yizhu Jiao|Qingqin Wang|Chuanming Liang|Lijie Guo|Yao Zhang|Zhijun Sun|Yun Xiong|Yangyong Zhu

WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2021

How Powerful is Graph Convolution for Recommendation?

Yifei Shen|Yongji Wu|Yao Zhang|Caihua Shan|Jun Zhang|Khaled B. Letaief|Dongsheng Li

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

CoPE: Modeling Continuous Propagation and Evolution on Interaction Graph.

Yao Zhang|Yun Xiong|Dongsheng Li|Caihua Shan|Kan Ren|Yangyong Zhu

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

HSGMP: Heterogeneous Scene Graph Message Passing for Cross-modal Retrieval.

Yu Duan|Yun Xiong|Yao Zhang|Yuwei Fu|Yangyong Zhu

ICMR '21: International Conference on Multimedia Retrieval, Taipei, Taiwan, August 21-24, 2021

AutoCite: Multi-Modal Representation Fusion for Contextual Citation Generation.

Qingqin Wang|Yun Xiong|Yao Zhang|Jiawei Zhang|Yangyong Zhu

WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

2020

CommDGI: Community Detection Oriented Deep Graph Infomax.

Tianqi Zhang|Yun Xiong|Jiawei Zhang|Yao Zhang|Yizhu Jiao|Yangyong Zhu

CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2017

Learning Node Embeddings in Interaction Graphs.

Yao Zhang|Yun Xiong|Xiangnan Kong|Yangyong Zhu

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017