Wayne Xin Zhao

2026

doi dblp
Erratum: Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.
Junjie Zhang|Ruobing Xie|Yupeng Hou|Wayne Xin Zhao|Leyu Lin|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 3
doi dblp
LLM-UP: SIGIR 2026 Workshop on LLM-powered User Profiling for Search and Recommendation.
Yi Chang|Joel Mackenzie|Emine Yilmaz|Manos Tsagkias|Quoc Viet Hung Nguyen|Hongzhi Yin|Wayne Xin Zhao|Wouter Weerkamp|Wei Yuan|Yi Zhang|Emine Yilmaz|Joel Mackenzie|Manos Tsagkias|Quoc Viet Hung Nguyen|Wayne Xin Zhao|Wouter Weerkamp|Yi Chang|Hongzhi Yin|Yong Li|Lina Yao
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
Universal Item Tokenization for Transferable Generative Recommendation.
Bowen Zheng|Hongyu Lu|Yu Chen|Wayne Xin Zhao|Ji-Rong Wen
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR Prediction.
Kesha Ou|Zhen Tian|Wayne Xin Zhao|Hongyu Lu|Ji-Rong Wen
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
User Behavior Simulation with Large Language Model-based Agents.
Lei Wang|Jingsen Zhang|Hao Yang|Zhiyuan Chen|Jiakai Tang|Zeyu Zhang|Xu Chen|Yankai Lin|Hao Sun|Ruihua Song|Xin Zhao|Jun Xu|Zhicheng Dou|Jun Wang|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 2
doi dblp
Review-Enhanced Universal Sequence Representation Learning for Recommender Systems.
Junjie Zhang|Wenqi Sun|Yupeng Hou|Wayne Xin Zhao|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 3
doi dblp
Hierarchical Gating Network for Cross-Domain Sequential Recommendation.
Shuliang Wang|Jiabao Zhu|Yi Wang|Chen Ma|Xin Zhao|Yansen Zhang|Ziqiang Yuan|Sijie Ruan
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 4
doi dblp
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.
Junjie Zhang|Ruobing Xie|Yupeng Hou|Xin Zhao|Leyu Lin|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 5
doi dblp
Curriculum-scheduled knowledge distillation from multiple pre-trained teachers for multi-domain sequential recommendation.
Wenqi Sun|Ruobing Xie|Junjie Zhang|Wayne Xin Zhao|Leyu Lin|Ji-Rong Wen
World Wide Web (WWW) 2025 Volume 28 Issue 6
doi dblp
Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation.
Bowen Zheng|Xiaolei Wang|Enze Liu|Xi Wang|Hongyu Lu|Yu Chen|Wayne Xin Zhao|Ji-Rong Wen
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning.
Chenghao Wu|Ruiyang Ren|Junjie Zhang|Ruirui Wang|Zhongrui Ma|Qi Ye|Wayne Xin Zhao
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Generative Recommender with End-to-End Learnable Item Tokenization.
Enze Liu|Bowen Zheng|Cheng Ling|Lantao Hu|Han Li|Wayne Xin Zhao
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
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User.
Xiaolei Wang|Chunxuan Xia|Junyi Li|Fanzhe Meng|Lei Huang|Jinpeng Wang|Wayne Xin Zhao|Ji-Rong Wen
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
Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation.
Zhenhua Wang|Wayne Xin Zhao|Yuhao Wang|Jing Liu|Chunlei Wang|Ruiyang Ren|Yucheng Wang|Yike Gao|Hua Wu|Zhenhua Wang|Wayne Xin Zhao|Bang Wang|Jing Liu|Chunlei Wang|Haifeng Wang|Yike Gao|Hua Wu|Haifeng Wang|Bang Wang
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
MGIPF: Multi-Granularity Interest Prediction Framework for Personalized Recommendation.
Ruoxuan Feng|Zhen Tian|Qiushi Peng|Jiaxin Mao|Wayne Xin Zhao|Di Hu|Changwang Zhang
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
LLM-based Search Assistant with Holistically Guided MCTS for Intricate Information Seeking.
Ruiyang Ren|Yuhao Wang|Junyi Li|Jinhao Jiang|Wayne Xin Zhao|Wenjie Wang|Tat-Seng Chua
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
Self-Calibrated Listwise Reranking with Large Language Models.
Ruiyang Ren|Yuhao Wang|Kun Zhou|Wayne Xin Zhao|Wenjie Wang|Jing Liu|Ji-Rong Wen|Tat-Seng Chua
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Frequency-Augmented Mixture-of-Heterogeneous-Experts Framework for Sequential Recommendation.
Junjie Zhang|Ruobing Xie|Hongyu Lu|Wenqi Sun|Wayne Xin Zhao|Yu Chen|Zhanhui Kang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
The 3rd Workshop on Personal Intelligence with Generative AI.
Yang Zhang|Wenjie Wang|Xinyu Lin|Fuli Feng|Hongzhi Yin|Wayne Xin Zhao|Lina Yao|Yang Song|Xiangnan He
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Dense Text Retrieval Based on Pretrained Language Models: A Survey.
Wayne Xin Zhao|Jing Liu|Ruiyang Ren|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 4
doi dblp
Privacy-preserving Cross-domain Recommendation with Federated Graph Learning.
Changxin Tian|Yuexiang Xie|Xu Chen|Yaliang Li|Xin Zhao
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 5
doi dblp
Sequence-level Semantic Representation Fusion for Recommender Systems.
Lanling Xu|Zhen Tian|Bingqian Li|Junjie Zhang|Daoyuan Wang|Hongyu Wang|Jinpeng Wang|Sheng Chen|Wayne Xin Zhao
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Large Language Models are Zero-Shot Rankers for Recommender Systems.
Yupeng Hou|Junjie Zhang|Zihan Lin|Hongyu Lu|Ruobing Xie|Julian J. McAuley|Wayne Xin Zhao
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part II
doi dblp
An Integrated Data Processing Framework for Pretraining Foundation Models.
Yiding Sun|Feng Wang|Yutao Zhu|Wayne Xin Zhao|Jiaxin Mao
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
EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention.
Zhen Tian|Wayne Xin Zhao|Changwang Zhang|Xin Zhao|Zhongrui Ma|Ji-Rong Wen
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
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems.
Junjie Zhang|Yupeng Hou|Ruobing Xie|Wenqi Sun|Julian J. McAuley|Wayne Xin Zhao|Leyu Lin|Ji-Rong Wen
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
The 2nd Workshop on Recommendation with Generative Models.
Wenjie Wang|Yang Zhang|Xinyu Lin|Fuli Feng|Weiwen Liu|Yong Liu|Xiangyu Zhao|Wayne Xin Zhao|Yang Song|Xiangnan He
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Curriculum Pre-training Heterogeneous Subgraph Transformer for Top-N Recommendation.
Hui Wang|Kun Zhou|Xin Zhao|Jingyuan Wang|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 1
doi dblp
A Revisiting Study of Appropriate Offline Evaluation for Top-N Recommendation Algorithms.
Wayne Xin Zhao|Zihan Lin|Zhichao Feng|Pengfei Wang|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 2
doi dblp
Enhancing Multi-View Smoothness for Sequential Recommendation Models.
Kun Zhou|Hui Wang|Ji-Rong Wen|Wayne Xin Zhao
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi dblp
Multi-modal Mixture of Experts Represetation Learning for Sequential Recommendation.
Shuqing Bian|Xingyu Pan|Wayne Xin Zhao|Jinpeng Wang|Chuyuan Wang|Ji-Rong Wen
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
Periodicity May Be Emanative: Hierarchical Contrastive Learning for Sequential Recommendation.
Changxin Tian|Binbin Hu|Wayne Xin Zhao|Zhiqiang Zhang|Jun Zhou
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
EulerNet: Adaptive Feature Interaction Learning via Euler's Formula for CTR Prediction.
Zhen Tian|Ting Bai|Wayne Xin Zhao|Ji-Rong Wen|Zhao Cao
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
Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems.
Wayne Xin Zhao|Xiong Li|Lanling Xu|Seyed Mohammad Hosseini|Bowen Zheng|Pengxiang Lan|Enneng Yang|Xu Chen|Yikang Yan|Ebrahim Bagheri|Zhen Tian|Yifan Li|Zhenyu Wen|Ji-Rong Wen|Yuliang Liang|Gaowei Zhang|Jiakai Tang|Jianzhe Zhao|Zeyu Zhang|Junjie Zhang|Guibing Guo|Yupeng Hou|Lei Wang|Pengxiang Lan|Lanling Xu|Seyed Mohammad Hosseini|Bowen Zheng|Ebrahim Bagheri|Zhen Tian|Enneng Yang|Yifan Li|Yuliang Liang|Jiakai Tang|Jianzhe Zhao|Zeyu Zhang|Guibing Guo|Yupeng Hou|Xingyu Pan|Wayne Xin Zhao|Xiong Li|Xu Chen|Yikang Yan|Zhenyu Wen|Ji-Rong Wen
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
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation.
Zhen Tian|Ting Bai|Zibin Zhang|Zhiyuan Xu|Kangyi Lin|Ji-Rong Wen|Wayne Xin Zhao
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders.
Yupeng Hou|Zhankui He|Julian J. McAuley|Wayne Xin Zhao
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Interpretable Aspect-Aware Capsule Network for Peer Review Based Citation Count Prediction.
Siqing Li|Yaliang Li|Wayne Xin Zhao|Bolin Ding|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 1
doi dblp
Knowledge-Guided Disentangled Representation Learning for Recommender Systems.
Shanlei Mu|Yaliang Li|Wayne Xin Zhao|Siqing Li|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 1
doi dblp
Self-Supervised learning for Conversational Recommendation.
Shuokai Li|Ruobing Xie|Yongchun Zhu|Fuzhen Zhuang|Zhenwei Tang|Wayne Xin Zhao|Qing He
Information Processing and Management 2022 Volume 59 Issue 6
doi dblp
ID-Agnostic User Behavior Pre-training for Sequential Recommendation.
Shanlei Mu|Yupeng Hou|Wayne Xin Zhao|Yaliang Li|Bolin Ding
Information Retrieval - 28th China Conference, CCIR 2022, Chongqing, China, September 16-18, 2022, Revised Selected Papers
doi dblp
A Relevant and Diverse Retrieval-enhanced Data Augmentation Framework for Sequential Recommendation.
Shuqing Bian|Wayne Xin Zhao|Jinpeng Wang|Ji-Rong Wen
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Multimodal Meta-Learning for Cold-Start Sequential Recommendation.
Xingyu Pan|Yushuo Chen|Changxin Tian|Zihan Lin|Jinpeng Wang|He Hu|Wayne Xin Zhao
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
RSD: A Reinforced Siamese Network with Domain Knowledge for Early Diagnosis.
Houxing Ren|Jingyuan Wang|Wayne Xin Zhao
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Temporal Contrastive Pre-Training for Sequential Recommendation.
Changxin Tian|Zihan Lin|Shuqing Bian|Jinpeng Wang|Wayne Xin Zhao
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
RecBole 2.0: Towards a More Up-to-Date Recommendation Library.
Wayne Xin Zhao|Yupeng Hou|Xingyu Pan|Chen Yang|Zeyu Zhang|Zihan Lin|Jingsen Zhang|Shuqing Bian|Jiakai Tang|Wenqi Sun|Yushuo Chen|Lanling Xu|Gaowei Zhang|Zhen Tian|Changxin Tian|Shanlei Mu|Xinyan Fan|Xu Chen|Ji-Rong Wen
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation.
Xinyan Fan|Jianxun Lian|Wayne Xin Zhao|Zheng Liu|Chaozhuo Li|Xing Xie
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space.
Yupeng Hou|Binbin Hu|Zhiqiang Zhang|Wayne Xin Zhao
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator.
Shanlei Mu|Yaliang Li|Wayne Xin Zhao|Jingyuan Wang|Bolin Ding|Ji-Rong Wen
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering.
Changxin Tian|Yuexiang Xie|Yaliang Li|Nan Yang|Wayne Xin Zhao
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
C²-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System.
Yuanhang Zhou|Kun Zhou|Wayne Xin Zhao|Cheng Wang|Peng Jiang|He Hu
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 Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning.
Zihan Lin|Changxin Tian|Yupeng Hou|Wayne Xin Zhao
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Filter-enhanced MLP is All You Need for Sequential Recommendation.
Kun Zhou|Hui Yu|Wayne Xin Zhao|Ji-Rong Wen
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation.
Shuqing Bian|Wayne Xin Zhao|Kun Zhou|Jing Cai|Yancheng He|Cunxiang Yin|Ji-Rong Wen
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Counterfactual Review-based Recommendation.
Kun Xiong|Wenwen Ye|Xu Chen|Yongfeng Zhang|Wayne Xin Zhao|Binbin Hu|Zhiqiang Zhang|Jun Zhou
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Causally Attentive Collaborative Filtering.
Jingsen Zhang|Xu Chen|Wayne Xin Zhao
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms.
Wayne Xin Zhao|Shanlei Mu|Yupeng Hou|Zihan Lin|Yushuo Chen|Xingyu Pan|Kaiyuan Li|Yujie Lu|Hui Wang|Changxin Tian|Yingqian Min|Zhichao Feng|Xinyan Fan|Xu Chen|Pengfei Wang|Wendi Ji|Yaliang Li|Xiaoling Wang|Ji-Rong Wen
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation.
Xinyan Fan|Zheng Liu|Jianxun Lian|Wayne Xin Zhao|Xing Xie|Ji-Rong Wen
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Knowledge-based Review Generation by Coherence Enhanced Text Planning.
Lei Wang|Junyi Li|Xu Chen|Wayne Xin Zhao|Zhicheng Wei|Nicholas Jing Yuan|Ji-Rong Wen|Junyi Li|Lei Wang|Xu Chen|Wayne Xin Zhao
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Counterfactual Data-Augmented Sequential Recommendation.
Zhenlei Wang|Jingsen Zhang|Hongteng Xu|Xu Chen|Yongfeng Zhang|Wayne Xin Zhao|Ji-Rong Wen
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals.
Gaole He|Yunshi Lan|Jing Jiang|Wayne Xin Zhao|Ji-Rong Wen
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
doi dblp
A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Apps.
Shuqing Bian|Wayne Xin Zhao|Kun Zhou|Xu Chen|Jing Cai|Yancheng He|Xingji Luo|Ji-Rong Wen
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Learning Semantic Representations from Directed Social Links to Tag Microblog Users at Scale.
Wayne Xin Zhao|Yupeng Hou|Junhua Chen|Jonathan J. H. Zhu|Eddy Jing Yin|Hanting Su|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 2
doi dblp
Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network.
Shuqing Bian|Kun Zhou|Jaehui Park|Sang-goo Lee|Yupeng Hou|Xu Chen|Wayne Xin Zhao|Kun Zhou|Jaehui Park|Sang-goo Lee|Yupeng Hou|Yang Song|Tao Zhang|Ji-Rong Wen
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network.
Junyi Li|Siqing Li|Wayne Xin Zhao|Gaole He|Zhicheng Wei|Nicholas Jing Yuan|Ji-Rong Wen
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Revisiting Alternative Experimental Settings for Evaluating Top-N Item Recommendation Algorithms.
Wayne Xin Zhao|Junhua Chen|Pengfei Wang|Qi Gu|Ji-Rong Wen
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.
Kun Zhou|Hui Wang|Wayne Xin Zhao|Yutao Zhu|Sirui Wang|Fuzheng Zhang|Zhongyuan Wang|Ji-Rong Wen
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Leveraging Historical Interaction Data for Improving Conversational Recommender System.
Kun Zhou|Wayne Xin Zhao|Hui Wang|Sirui Wang|Fuzheng Zhang|Zhongyuan Wang|Ji-Rong Wen
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Sequential Recommendation with Self-Attentive Multi-Adversarial Network.
Ruiyang Ren|Zhaoyang Liu|Yaliang Li|Wayne Xin Zhao|Hui Wang|Bolin Ding|Ji-Rong Wen
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
KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation.
Pengfei Wang|Yu Fan|Long Xia|Wayne Xin Zhao|Shaozhang Niu|Jimmy X. Huang
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
Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning.
Gaole He|Junyi Li|Wayne Xin Zhao|Peiju Liu|Ji-Rong Wen
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Learning to Effectively Estimate the Travel Time for Fastest Route Recommendation.
Ning Wu|Jingyuan Wang|Wayne Xin Zhao|Yang Jin
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
CTRec: A Long-Short Demands Evolution Model for Continuous-Time Recommendation.
Ting Bai|Lixin Zou|Wayne Xin Zhao|Pan Du|Weidong Liu|Jian-Yun Nie|Ji-Rong Wen
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
doi dblp
Supervised Hierarchical Cross-Modal Hashing.
Changchang Sun|Xuemeng Song|Fuli Feng|Wayne Xin Zhao|Hao Zhang|Liqiang Nie
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
doi dblp
Taxonomy-Aware Multi-Hop Reasoning Networks for Sequential Recommendation.
Jin Huang|Zhaochun Ren|Wayne Xin Zhao|Gaole He|Ji-Rong Wen|Daxiang Dong
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

2018

doi dblp
Automatically Learning Topics and Difficulty Levels of Problems in Online Judge Systems.
Wayne Xin Zhao|Wenhui Zhang|Yulan He|Xing Xie|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2018 Volume 36 Issue 3
doi dblp
A Neural Labeled Network Embedding Approach to Product Adopter Prediction.
Qi Gu|Ting Bai|Wayne Xin Zhao|Ji-Rong Wen
Information Retrieval Technology - 14th Asia Information Retrieval Societies Conference, AIRS 2018, Taipei, Taiwan, November 28-30, 2018, Proceedings
doi dblp
Local and Global Information Fusion for Top-N Recommendation in Heterogeneous Information Network.
Binbin Hu|Chuan Shi|Wayne Xin Zhao|Tianchi Yang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
dblp
KB4Rec: A Dataset for Linking Knowledge Bases with Recommender Systems.
Wayne Xin Zhao|Gaole He|Hongjian Dou|Jin Huang|Siqi Ouyang|Ji-Rong Wen
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), Torino, Italy, October 22, 2018.
doi dblp
An Attribute-aware Neural Attentive Model for Next Basket Recommendation.
Ting Bai|Yiwen Zhang|Ting Bai|Yiwen Zhang|Jian-Yun Nie|Wayne Xin Zhao|Yutao Zhu|Pan Du|Ji-Rong Wen
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks.
Jin Huang|Wayne Xin Zhao|Hongjian Dou|Ji-Rong Wen|Edward Y. Chang
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

doi dblp
Local Representative-Based Matrix Factorization for Cold-Start Recommendation.
Lei Shi|Wayne Xin Zhao|Yi-Dong Shen
ACM Transactions on Information Systems (TOIS) 2017 Volume 36 Issue 2
doi dblp
A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories.
Cheng Yang|Maosong Sun|Wayne Xin Zhao|Zhiyuan Liu|Edward Y. Chang
ACM Transactions on Information Systems (TOIS) 2017 Volume 35 Issue 4
doi dblp
Version-Aware Rating Prediction for Mobile App Recommendation.
Yuan Yao|Wayne Xin Zhao|Yaojing Wang|Hanghang Tong|Feng Xu|Jian Lu
ACM Transactions on Information Systems (TOIS) 2017 Volume 35 Issue 4
doi dblp
Probabilistic Local Matrix Factorization Based on User Reviews.
Xu Chen|Yongfeng Zhang|Wayne Xin Zhao|Wenwen Ye|Zheng Qin
Information Retrieval Technology - 13th Asia Information Retrieval Societies Conference, AIRS 2017, Jeju Island, South Korea, November 22-24, 2017, Proceedings
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A Collaborative Neural Model for Rating Prediction by Leveraging User Reviews and Product Images.
Wenwen Ye|Yongfeng Zhang|Wayne Xin Zhao|Xu Chen|Zheng Qin
Information Retrieval Technology - 13th Asia Information Retrieval Societies Conference, AIRS 2017, Jeju Island, South Korea, November 22-24, 2017, Proceedings
doi dblp
A Neural Collaborative Filtering Model with Interaction-based Neighborhood.
Ting Bai|Ji-Rong Wen|Jun Zhang|Wayne Xin Zhao
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
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Learning to Diversify Search Results via Subtopic Attention.
Zhengbao Jiang|Ji-Rong Wen|Zhicheng Dou|Wayne Xin Zhao|Jian-Yun Nie|Ming Yue
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

2016

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Information Retrieval Technology - 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, November 30 - December 2, 2016, Proceedings
Asia Information Retrieval Symposium (AIRS) 2016
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A Probabilistic Lifestyle-Based Trajectory Model for Social Strength Inference from Human Trajectory Data.
Wayne Xin Zhao|Ningnan Zhou|Wenhui Zhang|Ji-Rong Wen|Shan Wang|Edward Y. Chang
ACM Transactions on Information Systems (TOIS) 2016 Volume 35 Issue 1
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A computational approach to measuring the correlation between expertise and social media influence for celebrities on microblogs.
Wayne Xin Zhao|Jing Liu|Yulan He|Chin-Yew Lin|Ji-Rong Wen
World Wide Web (WWW) 2016 Volume 19 Issue 5
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Learning Distributed Representations for Recommender Systems with a Network Embedding Approach.
Wayne Xin Zhao|Jin Huang|Ji-Rong Wen
Information Retrieval Technology - 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, November 30 - December 2, 2016, Proceedings

2015

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A General SIMD-Based Approach to Accelerating Compression Algorithms.
Wayne Xin Zhao|Xudong Zhang|Daniel Lemire|Dongdong Shan|Jian-Yun Nie|Hongfei Yan|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2015 Volume 33 Issue 3
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Tweet Timeline Generation via Graph-Based Dynamic Greedy Clustering.
Feifan Fan|Runwei Qiang|Chao Lv|Wayne Xin Zhao|Jianwu Yang
Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings

2014

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Infer User Interests via Link Structure Regularization.
Jinpeng Wang|Wayne Xin Zhao|Yulan He|Xiaoming Li
ACM Transactions on Intelligent Systems and Technology (TIST) 2014 Volume 5 Issue 2

2013

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Originator or propagator?: incorporating social role theory into topic models for twitter content analysis.
Wayne Xin Zhao|Jinpeng Wang|Yulan He|Jian-Yun Nie|Xiaoming Li
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013
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Timeline generation with social attention.
Wayne Xin Zhao|Yanwei Guo|Rui Yan|Yulan He|Xiaoming Li
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

2012

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Using Lexical and Thematic Knowledge for Name Disambiguation.
Jinpeng Wang|Wayne Xin Zhao|Rui Yan|Haitian Wei|Jian-Yun Nie|Xiaoming Li
Information Retrieval Technology, 8th Asia Information Retrieval Societies Conference, AIRS 2012, Tianjin, China, December 17-19, 2012. Proceedings
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Visualizing timelines: evolutionary summarization via iterative reinforcement between text and image streams.
Rui Yan|Xiaojun Wan|Mirella Lapata|Wayne Xin Zhao|Pu-Jen Cheng|Xiaoming Li
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
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Position-Aligned Translation Model for Citation Recommendation.
Jing He|Jian-Yun Nie|Yang Lu|Wayne Xin Zhao
String Processing and Information Retrieval - 19th International Symposium, SPIRE 2012, Cartagena de Indias, Colombia, October 21-25, 2012. Proceedings

2011

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Efficient phrase querying with flat position index.
Dongdong Shan|Wayne Xin Zhao|Jing He|Rui Yan|Hongfei Yan|Xiaoming Li
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011
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Comparing Twitter and Traditional Media Using Topic Models.
Wayne Xin Zhao|Jing Jiang|Jianshu Weng|Jing He|Ee-Peng Lim|Hongfei Yan|Xiaoming Li
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings
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Efficiently collecting relevance information from clickthroughs for web retrieval system evaluation.
Jing He|Wayne Xin Zhao|Baihan Shu|Xiaoming Li|Hongfei Yan
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

2010

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Context modeling for ranking and tagging bursty features in text streams.
Wayne Xin Zhao|Jing Jiang|Jing He|Dongdong Shan|Hongfei Yan|Xiaoming Li
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010