2022

doi dblp
UKD: Debiasing Conversion Rate Estimation via Uncertainty-regularized Knowledge Distillation
Zixuan Xu | Penghui Wei | Weimin Zhang | Shaoguo Liu | Liang Wang | Bo Zheng
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily
Xiaojun Ma | Qin Chen | Yuanyi Ren | Guojie Song | Liang Wang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
DC-GNN: Decoupled Graph Neural Networks for Improving and Accelerating Large-Scale E-commerce Retrieval
Chenchen Feng | Yu He | Shiyang Wen | Guojun Liu | Liang Wang | Jian Xu | Bo Zheng
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

doi dblp
Posterior Probability Matters: Doubly-Adaptive Calibration for Neural Predictions in Online Advertising
Penghui Wei | Weimin Zhang | Ruijie Hou | Jinquan Liu | Shaoguo Liu | Liang Wang | Bo Zheng
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
Towards Personalized Bundle Creative Generation with Contrastive Non-Autoregressive Decoding
Penghui Wei | Shaoguo Liu | Xuanhua Yang | Liang Wang | Bo Zheng
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
AdaSparse: Learning Adaptively Sparse Structures for Multi-Domain Click-Through Rate Prediction
Xuanhua Yang | Xiaoyu Peng | Penghui Wei | Shaoguo Liu | Liang Wang | Bo Zheng
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
STARDOM: Semantic Aware Deep Hierarchical Forecasting Model for Search Traffic Prediction
Yucheng Lu | Qiang Ji | Liang Wang | Tianshu Wu | Hongbo Deng | Jian Xu | Bo Zheng
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

doi dblp
SMAD: Scalable Multi-view Ad Retrieval System for E-Commerce Sponsored Search
Shiyang Wen | Yiran Chen | Zhi Yang | Yan Zhang | Di Zhang | Liang Wang | Bo Zheng
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

doi dblp
Streaming Graph Neural Networks via Continual Learning
Junshan Wang | Guojie Song | Yi Wu | Liang Wang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning
Wen Zhang | Bibek Paudel | Liang Wang | Jiaoyan Chen | Hai Zhu | Wei Zhang | Abraham Bernstein | Huajun Chen
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Autor3: Automated Real-time Ranking with Reinforcement Learning in E-commerce Sponsored Search Advertising
Yusi Zhang | Zhi Yang | Liang Wang | Li He
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2016

doi dblp
Improving Advertisement Recommendation by Enriching User Browser Cookie Attributes
Liang Wang | Kuang-chih Lee | Quan Lu
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2010

doi dblp
Accelerating probabilistic frequent itemset mining: a model-based approach
Liang Wang | Reynold Cheng | Sau Dan Lee | David Wai-Lok Cheung
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010