Kangyi Lin

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 15

Top Topics

Incremental Learning

Prediction Accuracy

Collaborative Filtering

Recommender Systems

Top Venues

ACM Trans. Inf. Syst.

Publications

Yuhao Yang, Lianghao Xia, Da Luo, Kangyi Lin, Chao Huang
GraphPro: Graph Pre-training and Prompt Learning for Recommendation. WWW (2024)
Yangqin Jiang, Lianghao Xia, Wei Wei, Da Luo, Kangyi Lin, Chao Huang
DiffMM: Multi-Modal Diffusion Model for Recommendation. CoRR (2024)
Lianghao Xia, Chao Huang, Chunzhen Huang, Kangyi Lin, Tao Yu, Ben Kao
Automated Self-Supervised Learning for Recommendation. WWW (2023)
Zhen Tian, Ting Bai, Zibin Zhang, Zhiyuan Xu, Kangyi Lin, Ji-Rong Wen, Wayne Xin Zhao
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation. WSDM (2023)
Zhikai Wang, Yanyan Shen, Zibin Zhang, Kangyi Lin
Feature Staleness Aware Incremental Learning for CTR Prediction. IJCAI (2023)
Yuhao Yang, Lianghao Xia, Da Luo, Kangyi Lin, Chao Huang
Graph Pre-training and Prompt Learning for Recommendation. CoRR (2023)
Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, Kangyi Lin
RESUS: Warm-up Cold Users via Meta-learning Residual User Preferences in CTR Prediction. ACM Trans. Inf. Syst. 41 (3) (2023)
Yuhao Yang, Chao Huang, Lianghao Xia, Chunzhen Huang, Da Luo, Kangyi Lin
Debiased Contrastive Learning for Sequential Recommendation. CoRR (2023)
Lianghao Xia, Chao Huang, Chunzhen Huang, Kangyi Lin, Tao Yu, Ben Kao
Automated Self-Supervised Learning for Recommendation. CoRR (2023)
Erxue Min, Da Luo, Kangyi Lin, Chunzhen Huang, Yang Liu
Scenario-Adaptive Feature Interaction for Click-Through Rate Prediction. KDD (2023)
Yuhao Yang, Chao Huang, Lianghao Xia, Chunzhen Huang, Da Luo, Kangyi Lin
Debiased Contrastive Learning for Sequential Recommendation. WWW (2023)
Zhen Tian, Ting Bai, Zibin Zhang, Zhiyuan Xu, Kangyi Lin, Ji-Rong Wen, Wayne Xin Zhao
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation. CoRR (2022)
Erxue Min, Yu Rong, Tingyang Xu, Yatao Bian, Da Luo, Kangyi Lin, Junzhou Huang, Sophia Ananiadou, Peilin Zhao
Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer. SIGIR (2022)
Erxue Min, Yu Rong, Tingyang Xu, Yatao Bian, Peilin Zhao, Junzhou Huang, Da Luo, Kangyi Lin, Sophia Ananiadou
Masked Transformer for Neighhourhood-aware Click-Through Rate Prediction. CoRR (2022)
Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, Kangyi Lin
RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction. CoRR (2022)