IR
Anthology
Community
Bo
Zheng
2026
doi
dblp
Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model.
Bencheng Yan
|
Shilei Liu
|
Zhiyuan Zeng
|
Zihao Wang
|
Yizhen Zhang
|
Yujin Yuan
|
Langming Liu
|
Jiaqi Liu
|
Di Wang
|
Wenbo Su
|
Pengjie Wang
|
Jian Xu
|
Bo Zheng
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
doi
dblp
MOON: Generative MLLM-based Multimodal Representation Learning for E-commerce Product Understanding.
Daoze Zhang
|
Chenghan Fu
|
Zhanheng Nie
|
Jianyu Liu
|
Wanxian Guan
|
Yuan Gao
|
Jun Song
|
Pengjie Wang
|
Jian Xu
|
Bo Zheng
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
doi
dblp
PolicySim: An LLM-Based Agent Social Simulation Sandbox for Proactive Policy Optimization.
Renhong Huang
|
Ning Tang
|
Jiarong Xu
|
Yuxuan Cao
|
Qingqian Tu
|
Sheng Guo
|
Bo Zheng
|
Huiyuan Liu
|
Yang Yang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi
dblp
Multi-Behavior Sequential Modeling with Transition-Aware Graph Attention Network for E-Commerce Recommendation.
Hanqi Jin
|
Gaoming Yang
|
Zhangming Chan
|
Yapeng Yuan
|
Longbin Li
|
Fei Sun
|
Yeqiu Yang
|
Jian Wu
|
Yuning Jiang
|
Bo Zheng
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi
dblp
Modeling Cascaded Delay Feedback for Online Net Conversion Rate Prediction: Benchmark, Insights and Solutions.
Mingxuan Luo
|
Guipeng Xv
|
Sishuo Chen
|
Xinyu Li
|
Li Zhang
|
Zhangming Chan
|
Xiang-Rong Sheng
|
Han Zhu
|
Jian Xu
|
Bo Zheng
|
Chen Lin
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi
dblp
ThinkRec: Thinking-based recommendation via LLM.
Qihang Yu
|
Kairui Fu
|
Zheqi Lv
|
Shengyu Zhang
|
Xinhui Wu
|
Chen Lin
|
Feng Wei
|
Bo Zheng
|
Fei Wu
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi
dblp
Multi-Branch Cooperation Networks for Enhanced Click-Through Rate Prediction in Large-Scale E-Commerce Search.
Xu Chen
|
Zida Cheng
|
Shuai Xiao
|
Chen Ju
|
Xiaoming Liu
|
Jinsong Lan
|
Xiaoyong Zhu
|
Bo Zheng
Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026
2025
doi
dblp
See Beyond a Single View: Multi-Attribution Learning Leads to Better Conversion Rate Prediction.
Sishuo Chen
|
Zhangming Chan
|
Xiang-Rong Sheng
|
Lei Zhang
|
Sheng Chen
|
Chenghuan Hou
|
Han Zhu
|
Jian Xu
|
Bo Zheng
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi
dblp
T-Stars-Poster: A Framework for Product-Centric Advertising Image Design.
Hongyu Chen
|
Tiezheng Ge
|
Christopher Phillips
|
Min Zhou
|
Bo Zheng
|
Antonio Salas
|
Jing Jiang
|
Jiale Chen
|
Yang Lu
|
Zihang Lin
|
Bo Xiao
|
Tiezheng Ge
|
Christopher Phillips
|
Antonio Salas
|
Bo Zheng
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi
dblp
TBGRecall: A Generative Retrieval Model for E-commerce Recommendation Scenarios.
Egon L. van den Broek
|
Zida Liang
|
Egon L. van den Broek
|
Zida Liang
|
Changfa Wu
|
Gijs Koot
|
Dunxian Huang
|
Gijs Koot
|
Mirjam A. A. Huis in 't Veld
|
Changfa Wu
|
Weiqiang Sun
|
Mirjam A. A. Huis in 't Veld
|
Dunxian Huang
|
Ziyang Wang
|
Yuliang Yan
|
Jian Wu
|
Yuning Jiang
|
Bo Zheng
|
Ke Chen
|
Silu Zhou
|
Yu Zhang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi
dblp
ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph.
Langming Liu
|
Haibin Chen
|
Yuhao Wang
|
Yujin Yuan
|
Shilei Liu
|
Wenbo Su
|
Xiangyu Zhao
|
Bo Zheng
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi
dblp
A Generative Re-ranking Model for List-level Multi-objective Optimization at Taobao.
Yue Meng
|
Cheng Guo
|
Yi Cao
|
Tong Liu
|
Bo Zheng
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi
dblp
Gradient Deconfliction via Orthogonal Projections onto Subspaces For Multi-task Learning.
Shijie Zhu
|
Hui Zhao
|
Tianshu Wu
|
Pengjie Wang
|
Hongbo Deng
|
Jian Xu
|
Bo Zheng
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi
dblp
Learning against Non-credible Second-Price Auctions.
Qian Wang
|
Xuanzhi Xia
|
Zongjun Yang
|
Xiaotie Deng
|
Yuqing Kong
|
Zhilin Zhang
|
Liang Wang
|
Chuan Yu
|
Jian Xu
|
Bo Zheng
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi
dblp
DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach.
Qin Chen
|
Liang Wang
|
Bo Zheng
|
Guojie Song
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi
dblp
DMLoRA: Dynamic Multi-Subspace Low-Rank Adaptation.
Cong Jiang
|
Fangzhi Zhu
|
Xiaowei Chen
|
Junxiong Zhu
|
Bo Zheng
|
Yifeng Wang
|
Zheng Zhang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi
dblp
Computational Advertising: Recent Advances.
Junwei Pan
|
Zhilin Zhang
|
Han Zhu
|
Jian Xu
|
Jie Jiang
|
Bo Zheng
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi
dblp
Explainable LLM-driven Multi-dimensional Distillation for E-Commerce Relevance Learning.
Gang Zhao
|
Ximing Zhang
|
Chenji Lu
|
Hui Zhao
|
Tianshu Wu
|
Pengjie Wang
|
Jian Xu
|
Bo Zheng
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
2024
doi
dblp
Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights.
Xiang-Rong Sheng
|
Feifan Yang
|
Litong Gong
|
Biao Wang
|
Zhangming Chan
|
Yujing Zhang
|
Yueyao Cheng
|
Yong-Nan Zhu
|
Tiezheng Ge
|
Han Zhu
|
Yuning Jiang
|
Jian Xu
|
Bo Zheng
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi
dblp
Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction.
Xiaoqiang Gui
|
Yueyao Cheng
|
Xiang-Rong Sheng
|
Yunfeng Zhao
|
Guoxian Yu
|
Shuguang Han
|
Yuning Jiang
|
Jian Xu
|
Bo Zheng
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi
dblp
Unified Visual Preference Learning for User Intent Understanding.
Yihua Wen
|
Si Chen
|
Yu Tian
|
Wanxian Guan
|
Pengjie Wang
|
Hongbo Deng
|
Jian Xu
|
Bo Zheng
|
Zihao Li
|
Lixin Zou
|
Chenliang Li
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi
dblp
Ad vs Organic: Revisiting Incentive Compatible Mechanism Design in E-commerce Platforms.
Ningyuan Li
|
Yunxuan Ma
|
Yang Zhao
|
Qian Wang
|
Zhilin Zhang
|
Chuan Yu
|
Jian Xu
|
Bo Zheng
|
Xiaotie Deng
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi
dblp
MetaSplit: Meta-Split Network for Limited-Stock Product Recommendation.
Wenhao Wu
|
Jialiang Zhou
|
Ailong He
|
Shuguang Han
|
Jufeng Chen
|
Bo Zheng
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
2023
doi
dblp
BOMGraph: Boosting Multi-scenario E-commerce Search with a Unified Graph Neural Network.
Shuai Fan
|
Jinping Gou
|
Yang Li
|
Jiaxing Bai
|
Chen Lin
|
Wanxian Guan
|
Xubin Li
|
Hongbo Deng
|
Jian Xu
|
Bo Zheng
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi
dblp
Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao.
Jingyue Gao
|
Shuguang Han
|
Han Zhu
|
Siran Yang
|
Yuning Jiang
|
Jian Xu
|
Bo Zheng
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi
dblp
MEBS: Multi-task End-to-end Bid Shading for Multi-slot Display Advertising.
Zhen Gong
|
Lvyin Niu
|
Yang Zhao
|
Miao Xu
|
Haoqi Zhang
|
Zhenzhe Zheng
|
Zhilin Zhang
|
Rongquan Bai
|
Chuan Yu
|
Jian Xu
|
Bo Zheng
|
Fan Wu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi
dblp
PS-SA: An Efficient Self-Attention via Progressive Sampling for User Behavior Sequence Modeling.
Jiacen Hu
|
Zhangming Chan
|
Yu Zhang
|
Shuguang Han
|
Siyuan Lou
|
Baolin Liu
|
Han Zhu
|
Yuning Jiang
|
Jian Xu
|
Bo Zheng
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi
dblp
Hybrid Contrastive Constraints for Multi-Scenario Ad Ranking.
Shanlei Mu
|
Penghui Wei
|
Wayne Xin Zhao
|
Shaoguo Liu
|
Liang Wang
|
Bo Zheng
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi
dblp
COPR: Consistency-Oriented Pre-Ranking for Online Advertising.
Zhishan Zhao
|
Jingyue Gao
|
Yu Zhang
|
Shuguang Han
|
Siyuan Lou
|
Xiang-Rong Sheng
|
Zhe Wang
|
Han Zhu
|
Yuning Jiang
|
Jian Xu
|
Bo Zheng
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi
dblp
Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction.
Yunfeng Zhao
|
Xu Yan
|
Xiaoqiang Gui
|
Shuguang Han
|
Xiang-Rong Sheng
|
Guoxian Yu
|
Jufeng Chen
|
Zhao Xu
|
Bo Zheng
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi
dblp
Multi-Scenario Ranking with Adaptive Feature Learning.
Yu Tian
|
Bofang Li
|
Si Chen
|
Xubin Li
|
Hongbo Deng
|
Jian Xu
|
Bo Zheng
|
Qian Wang
|
Chenliang Li
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi
dblp
FedAds: A Benchmark for Privacy-Preserving CVR Estimation with Vertical Federated Learning.
Penghui Wei
|
Hongjian Dou
|
Shaoguo Liu
|
Rongjun Tang
|
Li Liu
|
Liang Wang
|
Bo Zheng
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi
dblp
Gradient Coordination for Quantifying and Maximizing Knowledge Transference in Multi-Task Learning.
Xuanhua Yang
|
Jianxin Zhao
|
Shaoguo Liu
|
Liang Wang
|
Bo Zheng
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi
dblp
Fairness-aware Guaranteed Display Advertising Allocation under Traffic Cost Constraint.
Liang Dai
|
Zhonglin Zu
|
Hao Wu
|
Liang Wang
|
Bo Zheng
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi
dblp
Rethinking Structural Encodings: Adaptive Graph Transformer for Node Classification Task.
Xiaojun Ma
|
Qin Chen
|
Yi Wu
|
Guojie Song
|
Liang Wang
|
Bo Zheng
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi
dblp
Correlative Preference Transfer with Hierarchical Hypergraph Network for Multi-Domain Recommendation.
Zixuan Xu
|
Penghui Wei
|
Shaoguo Liu
|
Weimin Zhang
|
Liang Wang
|
Bo Zheng
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
2022
doi
dblp
Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation.
Rihan Chen
|
Bin Liu
|
Han Zhu
|
Yaoxuan Wang
|
Qi Li
|
Buting Ma
|
Qingbo Hua
|
Jun Jiang
|
Yunlong Xu
|
Hongbo Deng
|
Bo Zheng
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi
dblp
Hierarchically Constrained Adaptive Ad Exposure in Feeds.
Dagui Chen
|
Qi Yan
|
Chunjie Chen
|
Zhenzhe Zheng
|
Yangsu Liu
|
Zhenjia Ma
|
Chuan Yu
|
Jian Xu
|
Bo Zheng
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi
dblp
Adaptive Domain Interest Network for Multi-domain Recommendation.
Yuchen Jiang
|
Qi Li
|
Han Zhu
|
Jinbei Yu
|
Jin Li
|
Ziru Xu
|
Huihui Dong
|
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
doi
dblp
Visual Encoding and Debiasing for CTR Prediction.
Guipeng Xv
|
Si Chen
|
Chen Lin
|
Wanxian Guan
|
Xingyuan Bu
|
Xubin Li
|
Hongbo Deng
|
Jian Xu
|
Bo Zheng
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 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
Graph-based Weakly Supervised Framework for Semantic Relevance Learning in E-commerce.
Zhiyuan Zeng
|
Yuzhi Huang
|
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
doi
dblp
KEEP: An Industrial Pre-Training Framework for Online Recommendation via Knowledge Extraction and Plugging.
Yujing Zhang
|
Zhangming Chan
|
Shuhao Xu
|
Weijie Bian
|
Shuguang Han
|
Hongbo Deng
|
Bo Zheng
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi
dblp
Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Models.
Zhao-Yu Zhang
|
Xiang-Rong Sheng
|
Yujing Zhang
|
Biye Jiang
|
Shuguang Han
|
Hongbo Deng
|
Bo Zheng
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi
dblp
Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization.
Mingyuan Cheng
|
Xinru Liao
|
Quan Liu
|
Bin Ma
|
Jian Xu
|
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
Transform Cold-Start Users into Warm via Fused Behaviors in Large-Scale Recommendation.
Pengyang Li
|
Rong Chen
|
Quan Liu
|
Jian Xu
|
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
Joint Optimization of Ad Ranking and Creative Selection.
Kaiyi Lin
|
Xiang Zhang
|
Feng Li
|
Pengjie Wang
|
Qingqing Long
|
Hongbo Deng
|
Jian Xu
|
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
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
A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising.
Chao Wen
|
Miao Xu
|
Zhilin Zhang
|
Zhenzhe Zheng
|
Yuhui Wang
|
Xiangyu Liu
|
Yu Rong
|
Dong Xie
|
Xiaoyang Tan
|
Chuan Yu
|
Jian Xu
|
Fan Wu
|
Guihai Chen
|
Xiaoqiang Zhu
|
Bo Zheng
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi
dblp
Leaving No One Behind: A Multi-Scenario Multi-Task Meta Learning Approach for Advertiser Modeling.
Qianqian Zhang
|
Xinru Liao
|
Quan Liu
|
Jian Xu
|
Bo Zheng
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi
dblp
Asymptotically Unbiased Estimation for Delayed Feedback Modeling via Label Correction.
Yu Chen
|
Jiaqi Jin
|
Hui Zhao
|
Pengjie Wang
|
Guojun Liu
|
Jian Xu
|
Bo Zheng
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi
dblp
MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty Calibration.
Siguang Huang
|
Yunli Wang
|
Lili Mou
|
Huayue Zhang
|
Han Zhu
|
Chuan Yu
|
Bo Zheng
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 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
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
2021
doi
dblp
Heterogeneous Graph Neural Networks for Large-Scale Bid Keyword Matching.
Zongtao Liu
|
Bin Ma
|
Quan Liu
|
Jian Xu
|
Bo Zheng
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi
dblp
AutoHERI: Automated Hierarchical Representation Integration for Post-Click Conversion Rate Estimation.
Penghui Wei
|
Weimin Zhang
|
Zixuan Xu
|
Shaoguo Liu
|
Kuang-chih Lee
|
Bo Zheng
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 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
doi
dblp
Binary Code based Hash Embedding for Web-scale Applications.
Bencheng Yan
|
Pengjie Wang
|
Jinquan Liu
|
Wei Lin
|
Kuang-Chih Lee
|
Jian Xu
|
Bo Zheng
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi
dblp
Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer.
Bencheng Yan
|
Pengjie Wang
|
Kai Zhang
|
Wei Lin
|
Kuang-Chih Lee
|
Jian Xu
|
Bo Zheng
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi
dblp
Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction.
Feng Li
|
Bencheng Yan
|
Qingqing Long
|
Pengjie Wang
|
Wei Lin
|
Jian Xu
|
Bo Zheng
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi
dblp
Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach.
Xu Ma
|
Pengjie Wang
|
Hui Zhao
|
Shaoguo Liu
|
Chuhan Zhao
|
Wei Lin
|
Kuang-Chih Lee
|
Jian Xu
|
Bo Zheng
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
2019
doi
dblp
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning.
Ryuichi Takanobu
|
Tao Zhuang
|
Minlie Huang
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Jun Feng
|
Haihong Tang
|
Bo Zheng
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019