2022

doi dblp
Task Similarity Aware Meta Learning for Cold-Start Recommendation
Jieyu Yang | Zhaoxin Huan | Yong He | Ke Ding | Liang Zhang | Xiaolu Zhang | Jun Zhou | Linjian Mo
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
GFlow-FT: Pick a Child Network via Gradient Flow for Efficient Fine-Tuning in Recommendation Systems
Ke Ding | Yong He | Xin Dong | Jieyu Yang | Liang Zhang | Ang Li | Xiaolu Zhang | Linjian Mo
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

doi dblp
MSSM: A Multiple-level Sparse Sharing Model for Efficient Multi-Task Learning
Ke Ding | Xin Dong | Yong He | Lei Cheng | Chilin Fu | Zhaoxin Huan | Hai Li | Tan Yan | Liang Zhang | Xiaolu Zhang | Linjian Mo
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Learning to Select Instance: Simultaneous Transfer Learning and Clustering
Zhaoxin Huan | Yulong Wang | Yong He | Xiaolu Zhang | Chilin Fu | Weichang Wu | Jun Zhou | Ke Ding | Liang Zhang | Linjian Mo
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

doi dblp
MaHRL: Multi-goals Abstraction Based Deep Hierarchical Reinforcement Learning for Recommendations
Dongyang Zhao | Liang Zhang | Bo Zhang | Lizhou Zheng | Yongjun Bao | Weipeng Yan
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

doi dblp
Regularized Adversarial Sampling and Deep Time-aware Attention for Click-Through Rate Prediction
Yikai Wang | Liang Zhang | Quanyu Dai | Fuchun Sun | Bo Zhang | Yang He | Weipeng Yan | Yongjun Bao
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Adversarial Training Methods for Network Embedding
Quanyu Dai | Xiao Shen | Liang Zhang | Qiang Li | Dan Wang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2013

doi dblp
AnchorMF: towards effective event context identification
Hansu Gu | Mike Gartrell | Liang Zhang | Qin Lv | Dirk Grunwald
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013