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

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.

Yuhao Wang|Ruiyang Ren|Yucheng Wang|Wayne Xin Zhao|Jing Liu|Hua Wu|Haifeng 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.

Lanling Xu|Zhen Tian|Gaowei Zhang|Junjie Zhang|Lei Wang|Bowen Zheng|Yifan Li|Jiakai Tang|Zeyu Zhang|Yupeng Hou|Xingyu Pan|Wayne Xin Zhao|Xu Chen|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

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

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.

Junyi Li|Wayne Xin Zhao|Zhicheng Wei|Nicholas Jing Yuan|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

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|Jaehui Park|Kun Zhou|Xu Chen|Yupeng Hou|Sang-goo Lee|Wayne Xin Zhao|Jaehui Park|Kun Zhou|Yupeng Hou|Sang-goo Lee|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|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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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

doi dblp

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