Xiuqiang He

2026

doi dblp
Automated Information Flow Selection for Multi-scenario Multi-task Recommendation.
Chaohua Yang|Dugang Liu|Shiwei Li|Yuwen Fu|Xing Tang|Weihong Luo|Xiangyu Zhao|Xiuqiang He|Zhong Ming
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
doi dblp
Data-Driven Function Calling Improvements in Large Language Model for Online Financial QA.
Xing Tang|Hao Chen|Shiwei Li|Fuyuan Lyu|Weijie Shi|Lingjie Li|Dugang Liu|Weihong Luo|Xiku Du|Xiuqiang He
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.

2025

doi dblp
Comprehending Knowledge Graphs with Large Language Models for Recommender Systems.
Ziqiang Cui|Yunpeng Weng|Xing Tang|Fuyuan Lyu|Dugang Liu|Xiuqiang He|Chen Ma
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
Multi-scenario Instance Embedding Learning for Deep Recommender Systems.
Chaohua Yang|Dugang Liu|Xing Tang|Yuwen Fu|Xiuqiang He|Xiangyu Zhao|Zhong Ming
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
Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction Models.
Kexin Zhang|Fuyuan Lyu|Xing Tang|Dugang Liu|Chen Ma|Kaize Ding|Xiuqiang He|Xue Liu
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025

2024

doi dblp
OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction.
Yunpeng Weng|Xing Tang|Zhenhao Xu|Fuyuan Lyu|Dugang Liu|Zexu Sun|Xiuqiang He
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
AutoDCS: Automated Decision Chain Selection in Deep Recommender Systems.
Dugang Liu|Shenxian Xian|Yuhao Wu|Chaohua Yang|Xing Tang|Xiuqiang He|Zhong Ming
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems.
Dugang Liu|Chaohua Yang|Xing Tang|Yejing Wang|Fuyuan Lyu|Weihong Luo|Xiuqiang He|Zhong Ming|Xiangyu Zhao
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

2023

doi dblp
Bounding System-Induced Biases in Recommender Systems with a Randomized Dataset.
Dugang Liu|Pengxiang Cheng|Zinan Lin|Xiaolian Zhang|Zhenhua Dong|Rui Zhang|Xiuqiang He|Weike Pan|Zhong Ming
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi dblp
Learning to Retrieve User Behaviors for Click-through Rate Estimation.
Jiarui Qin|Weinan Zhang|Rong Su|Zhirong Liu|Weiwen Liu|Guangpeng Zhao|Hao Li|Ruiming Tang|Xiuqiang He|Yong Yu
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi dblp
Debiased Recommendation with User Feature Balancing.
Mengyue Yang|Guohao Cai|Furui Liu|Jiarui Jin|Zhenhua Dong|Xiuqiang He|Jianye Hao|Weiqi Shao|Jun Wang|Xu Chen
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi dblp
Curriculum Modeling the Dependence among Targets with Multi-task Learning for Financial Marketing.
Yunpeng Weng|Xing Tang|Liang Chen|Xiuqiang He
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
DIWIFT: Discovering Instance-wise Influential Features for Tabular Data.
Dugang Liu|Pengxiang Cheng|Hong Zhu|Xing Tang|Yanyu Chen|Xiaoting Wang|Weike Pan|Zhong Ming|Xiuqiang He
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Optimizing Feature Set for Click-Through Rate Prediction.
Fuyuan Lyu|Xing Tang|Dugang Liu|Liang Chen|Xiuqiang He|Xue Liu
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Beyond Relevance Ranking: A General Graph Matching Framework for Utility-Oriented Learning to Rank.
Xinyi Dai|Yunjia Xi|Weinan Zhang|Qing Liu|Ruiming Tang|Xiuqiang He|Jiawei Hou|Jun Wang|Yong Yu
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 2
doi dblp
ReLoop: A Self-Correction Continual Learning Loop for Recommender Systems.
Guohao Cai|Jieming Zhu|Quanyu Dai|Zhenhua Dong|Xiuqiang He|Ruiming Tang|Rui Zhang
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 Neural Information Retrieval Pipeline with Knowledge Enhanced Automatic Query Reformulation.
Xiangsheng Li|Jiaxin Mao|Weizhi Ma|Zhijing Wu|Yiqun Liu|Min Zhang|Shaoping Ma|Zhaowei Wang|Xiuqiang He
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
Improving Knowledge Tracing with Collaborative Information.
Ting Long|Jiarui Qin|Jian Shen|Weinan Zhang|Wei Xia|Ruiming Tang|Xiuqiang He|Yong Yu
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
Hierarchical Imitation Learning via Subgoal Representation Learning for Dynamic Treatment Recommendation.
Lu Wang|Ruiming Tang|Xiaofeng He|Xiuqiang He
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
Contrastive Learning with Positive-Negative Frame Mask for Music Representation.
Dong Yao|Zhou Zhao|Shengyu Zhang|Jieming Zhu|Yudong Zhu|Rui Zhang|Xiuqiang He
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation.
Yi Li|Jieming Zhu|Weiwen Liu|Liangcai Su|Guohao Cai|Qi Zhang|Ruiming Tang|Xi Xiao|Xiuqiang He
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

2021

doi dblp
Enhancing Explicit and Implicit Feature Interactions via Information Sharing for Parallel Deep CTR Models.
Bo Chen|Yichao Wang|Zhirong Liu|Ruiming Tang|Wei Guo|Hongkun Zheng|Weiwei Yao|Muyu Zhang|Xiuqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
SimpleX: A Simple and Strong Baseline for Collaborative Filtering.
Kelong Mao|Jieming Zhu|Jinpeng Wang|Quanyu Dai|Zhenhua Dong|Xi Xiao|Xiuqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation.
Kelong Mao|Jieming Zhu|Xi Xiao|Biao Lu|Zhaowei Wang|Xiuqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Top-N Recommendation with Counterfactual User Preference Simulation.
Mengyue Yang|Quanyu Dai|Zhenhua Dong|Xu Chen|Xiuqiang He|Jun Wang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Open Benchmarking for Click-Through Rate Prediction.
Jieming Zhu|Jinyang Liu|Shuai Yang|Qi Zhang|Xiuqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table.
Huifeng Guo|Wei Guo|Yong Gao|Ruiming Tang|Xiuqiang He|Wenzhi Liu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
RMBERT: News Recommendation via Recurrent Reasoning Memory Network over BERT.
Qinglin Jia|Jingjie Li|Qi Zhang|Xiuqiang He|Jieming Zhu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Hierarchical Cross-Modal Graph Consistency Learning for Video-Text Retrieval.
Weike Jin|Zhou Zhao|Pengcheng Zhang|Jieming Zhu|Xiuqiang He|Yueting Zhuang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
A Graph-Enhanced Click Model for Web Search.
Jianghao Lin|Weiwen Liu|Xinyi Dai|Weinan Zhang|Shuai Li|Ruiming Tang|Xiuqiang He|Jianye Hao|Yong Yu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Cross-Batch Negative Sampling for Training Two-Tower Recommenders.
Jinpeng Wang|Jieming Zhu|Xiuqiang He
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
AMM: Attentive Multi-field Matching for News Recommendation.
Qi Zhang|Qinglin Jia|Chuyuan Wang|Jingjie Li|Zhaowei Wang|Xiuqiang He
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
An Adversarial Imitation Click Model for Information Retrieval.
Xinyi Dai|Jianghao Lin|Weinan Zhang|Shuai Li|Weiwen Liu|Ruiming Tang|Xiuqiang He|Jianye Hao|Jun Wang|Yong Yu
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
Topic-enhanced knowledge-aware retrieval model for diverse relevance estimation.
Xiangsheng Li|Jiaxin Mao|Weizhi Ma|Yiqun Liu|Min Zhang|Shaoping Ma|Zhaowei Wang|Xiuqiang He
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
TGCN: Tag Graph Convolutional Network for Tag-Aware Recommendation.
Bo Chen|Wei Guo|Ruiming Tang|Xin Xin|Yue Ding|Xiuqiang He|Dong Wang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
U-rank: Utility-oriented Learning to Rank with Implicit Feedback.
Xinyi Dai|Jiawei Hou|Qing Liu|Yunjia Xi|Ruiming Tang|Weinan Zhang|Xiuqiang He|Jun Wang|Yong Yu
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
AutoFeature: Searching for Feature Interactions and Their Architectures for Click-through Rate Prediction.
Farhan Khawar|Xu Hang|Ruiming Tang|Bin Liu|Zhenguo Li|Xiuqiang He
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Personalized Re-ranking with Item Relationships for E-commerce.
Weiwen Liu|Qing Liu|Ruiming Tang|Junyang Chen|Xiuqiang He|Pheng-Ann Heng
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Ensembled CTR Prediction via Knowledge Distillation.
Jieming Zhu|Jinyang Liu|Weiqi Li|Jincai Lai|Xiuqiang He|Liang Chen|Zibin Zheng
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
JIT2R: A Joint Framework for Item Tagging and Tag-based Recommendation.
Xu Chen|Changying Du|Xiuqiang He|Jun Wang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Multi-Branch Convolutional Network for Context-Aware Recommendation.
Wei Guo|Can Zhang|Huifeng Guo|Ruiming Tang|Xiuqiang He
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data.
Dugang Liu|Pengxiang Cheng|Zhenhua Dong|Xiuqiang He|Weike Pan|Zhong Ming
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction.
Bin Liu|Niannan Xue|Huifeng Guo|Ruiming Tang|Stefanos Zafeiriou|Xiuqiang He|Zhenguo Li
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach.
Kelong Mao|Xi Xiao|Jieming Zhu|Biao Lu|Ruiming Tang|Xiuqiang He
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Neighbor Interaction Aware Graph Convolution Networks for Recommendation.
Jianing Sun|Yingxue Zhang|Wei Guo|Huifeng Guo|Ruiming Tang|Xiuqiang He|Chen Ma|Mark Coates
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Influence Function for Unbiased Recommendation.
Jiangxing Yu|Hong Zhu|Chih-Yao Chang|Xinhua Feng|Bo-Wen Yuan|Xiuqiang He|Zhenhua Dong
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning.
Sijin Zhou|Xinyi Dai|Haokun Chen|Weinan Zhang|Kan Ren|Ruiming Tang|Xiuqiang He|Yong Yu
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
End-to-End Deep Reinforcement Learning based Recommendation with Supervised Embedding.
Feng Liu|Huifeng Guo|Xutao Li|Ruiming Tang|Yunming Ye|Xiuqiang He
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
doi dblp
MetaSelector: Meta-Learning for Recommendation with User-Level Adaptive Model Selection.
Mi Luo|Fei Chen|Pengxiang Cheng|Zhenhua Dong|Xiuqiang He|Jiashi Feng|Zhenguo Li
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
doi dblp
Dual-attentional Factorization-Machines based Neural Network for User Response Prediction.
Feng Liu|Wei Guo|Huifeng Guo|Ruiming Tang|Yunming Ye|Xiuqiang He
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Product-Based Neural Networks for User Response Prediction over Multi-Field Categorical Data.
Yanru Qu|Bohui Fang|Weinan Zhang|Ruiming Tang|Minzhe Niu|Huifeng Guo|Yong Yu|Xiuqiang He
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 1

2017

doi dblp
Holistic Neural Network for CTR Prediction.
Huifeng Guo|Ruiming Tang|Yunming Ye|Xiuqiang He
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017