Microsoft at WSDM 2022

HTGN-BTW: Heterogeneous Temporal Graph Network with Bi-Time-Window Training Strategy for Temporal Link Prediction

Chongjian Yue, Lun Du, Qiang Fu, Wendong Bi, Hengyu Liu, Yu Gu, Di Yao

The International Conference on Web Search and Data Mining (WSDM’22) | February 2022

2nd Prize in ACM WSDM Cup 2022 Temporal Link Prediction Task

Publication

Ada-GNN: Adapting to Local Patterns for Improving Graph Neural Networks

Zihan Luo, Jianxun Lian, Hong Huang, Hai Jin, Xing Xie

February 2022

Publication

Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations

Yu Song, Shuai Sun, Jianxun Lian, Hong Huang, Yu Li, Hai Jin, Xing Xie

WSDM 2022 | February 2022

Publication

Learning Fair Node Representations with Graph Counterfactual Fairness

Jing Ma, Ruocheng Guo, Mengting Wan, Longqi Yang, Aidong Zhang, Jundong Li

2022 Web Search and Data Mining | January 2022

Publication

Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation

Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang

2022 Web Search and Data Mining | January 2022

Publication

Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective

Lun Du, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang

Proceedings of International Conference on Web Search and Data Mining (WSDM’22) | May 2021

Preprint Publication

HTGN-BTW: Heterogeneous Temporal Graph Network with Bi-Time-Window Training Strategy for Temporal Link Prediction

Chongjian Yue, Lun Du, Qiang Fu, Wendong Bi, Hengyu Liu, Yu Gu, Di Yao

The International Conference on Web Search and Data Mining (WSDM’22) | February 2022

2nd Prize in ACM WSDM Cup 2022 Temporal Link Prediction Task

Publication

Ada-GNN: Adapting to Local Patterns for Improving Graph Neural Networks

Zihan Luo, Jianxun Lian, Hong Huang, Hai Jin, Xing Xie

February 2022

Publication

Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations

Yu Song, Shuai Sun, Jianxun Lian, Hong Huang, Yu Li, Hai Jin, Xing Xie

WSDM 2022 | February 2022

Publication

Learning Fair Node Representations with Graph Counterfactual Fairness

Jing Ma, Ruocheng Guo, Mengting Wan, Longqi Yang, Aidong Zhang, Jundong Li

2022 Web Search and Data Mining | January 2022

Publication

Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective

Lun Du, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang

Proceedings of International Conference on Web Search and Data Mining (WSDM’22) | May 2021

Preprint Publication

Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation

Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang

2022 Web Search and Data Mining | January 2022

Publication

Learning Fair Node Representations with Graph Counterfactual Fairness

Jing Ma, Ruocheng Guo, Mengting Wan, Longqi Yang, Aidong Zhang, Jundong Li

2022 Web Search and Data Mining | January 2022

Publication

HTGN-BTW: Heterogeneous Temporal Graph Network with Bi-Time-Window Training Strategy for Temporal Link Prediction

Chongjian Yue, Lun Du, Qiang Fu, Wendong Bi, Hengyu Liu, Yu Gu, Di Yao

The International Conference on Web Search and Data Mining (WSDM’22) | February 2022

2nd Prize in ACM WSDM Cup 2022 Temporal Link Prediction Task

Publication

Ada-GNN: Adapting to Local Patterns for Improving Graph Neural Networks

Zihan Luo, Jianxun Lian, Hong Huang, Hai Jin, Xing Xie

February 2022

Publication

Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations

Yu Song, Shuai Sun, Jianxun Lian, Hong Huang, Yu Li, Hai Jin, Xing Xie

WSDM 2022 | February 2022

Publication

Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation

Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang

2022 Web Search and Data Mining | January 2022

Publication

Learning Fair Node Representations with Graph Counterfactual Fairness

Jing Ma, Ruocheng Guo, Mengting Wan, Longqi Yang, Aidong Zhang, Jundong Li

2022 Web Search and Data Mining | January 2022

Publication

Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective

Lun Du, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang

Proceedings of International Conference on Web Search and Data Mining (WSDM’22) | May 2021

Preprint Publication