2021年

Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen - Generating Long and Coherent Text with Multi-Level Generative Adversarial Networks - APWeb-WAIM 2021

Junyi Li, Tianyi Tang, Gaole He, Jinhao Jiang, Xiaoxuan Hu, Puzhao Xie, Zhipeng Chen, Zhuohao Yu, Wayne Xin Zhao, Ji-Rong Wen - TextBox: A Unified, Modularized, and Extensible Framework for Text Generation - ACL Demo 2021

Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen - CRSLab: An Open-Source Toolkit for Building Conversational Recommender System - ACL Demo 2021

Siqing Li, Yaliang Li, Wayne Xin Zhao, Bolin Ding and Ji-Rong Wen - Interpretable Aspect-aware Capsule Network for Peer Review based Citation Count Prediction - TOIS 2021

Siqing Li, Liuyi Yao, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Tonglei Guo, Bolin Ding and Ji-Rong Wen - Debiasing Learning based Cross-domain Recommendation - KDD 2021 Applied Data Science Track

Mingzhe Xing, Shuqing Bian, Wayne Xin Zhao, Zhen Xiao, Xinji Luo, Cunxiang Yin, Jing Cai, Yancheng He - Learning Reliable User Representations from Volatile and Sparse Data to Accurately Predict Customer Lifetime Value - KDD 2021 Applied Data Science Track

Houxing Ren, Jingyuan Wang, Wayne Xin Zhao, Ning Wu - RAPT: Pre-training of Time-Aware Transformer for Learning Robust Healthcare Representation - KDD 2021 Applied Data Science Track

Hengtong Zhang*, Changxin Tian*, Yaliang Li, Lu Su, Jing Gao, Nan Yang, Wayne Xin Zhao - Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data - KDD 2021

Peiyu Liu*, Ze-Feng Gao*, Wayne Xin Zhao, Zhi-Yuan Xie, Zhong-Yi Lu and Ji-Rong Wen - Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators - ACL 2021

Ruiyang Ren*, Shangwen Lv*, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen - Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval - Findings of ACL 2021

Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen - Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models - Findings of ACL 2021

Shanlei Mu, Yaliang Li, Wayne Xin Zhao, Siqing Li and Ji-Rong Wen - Knowledge-Guided Disentangled Representation Learning for Recommender Systems - TOIS 2021

Yunshi Lan∗ , Gaole He∗ , Jinhao Jiang, Jing Jiang, Xin Zhao and Ji-Rong Wen - A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions - IJCAI 2021 Survey Track

Junyi Li∗, Tianyi Tang∗, Wayne Xin Zhao and Ji-Rong Wen - Pretrained Language Model for Text Generation: A Survey - IJCAI 2021 Survey Track

Xinyan Fan, Zheng Liu, Jianxun Lian, Wayne Xin Zhao, Xing Xie, and Ji-Rong Wen - Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation - SIGIR 2021, Short paper

Junyi Li, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan and Ji-Rong Wen - Knowledge-based Review Generation by Coherence Enhanced Text Planning - SIGIR 2021

Jingyuan Wang, Ning Wu, and Wayne Xin Zhao - Personalized Route Recommendation with Neural Network Enhanced A∗ Search Algorithm - IEEE TKDE 2021

Yingqi Qu, Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Wayne Xin Zhao, Daxiang Dong, Hua Wu and Haifeng Wang - RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering - NAACL 2021

Jiahao Yuan, Mingyou Sun, Zihan Song, Xiaoling Wang, Wayne Xin Zhao - Dual Sparse Attention Network for Session-Based Recommendation - AAAI 2021

Shuqing Bian, Xin Zhao, Kun Zhou, Xu Chen, Jing Cai, Yancheng He, Xingji Luo and Ji-Rong Wen - A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Apps - WWW 2021

2020年

Gaole He, Yunshi Lan, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen - Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals - WSDM

Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao, Xiaoke Wang and Ji-Rong Wen - Towards Topic-Guided Conversational Recommender System - COLING

Shuqing Bian, Xu Chen, Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang and Ji-Rong Wen - Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network - CIKM

Junyi Li, Siqing Li, Wayne Xin Zhao, Gaole He, Nicholas Jing Yuan, Zhicheng Wei and Ji-Rong Wen - Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network - CIKM

Kun Zhou, Hui Wang, Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang and Ji-rong Wen - S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization - CIKM

Wayne Xin Zhao, Junhua Chen, Pengfei Wang, Qi Gu and Ji-Rong Wen - Revisiting Alternative Experimental Settings for Evaluating Top-N Item Recommendation Algorithms (Short paper) - CIKM

Kun Zhou, Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang and Ji-Rong Wen - Leveraging Historical Interaction Data for Improving Conversational Recommender System (Short paper) - CIKM

Ning Wu, Wayne Xin Zhao, Jingyuan Wang, Dayan Pan - Learning Effective Road Network Representation with Hierarchical Graph Neural Networks - KDD

Kun Zhou, Wayne Xin Zhao, Shuqing Bian, Yuanhang Zhou, Ji-Rong Wen, Jingsong Yu - Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion - KDD

Ruiyang Ren, Zhaoyang Liu, Yaliang Li, Wayne Xin Zhao, Hui Wang, Bolin Ding, Ji-Rong Wen - Sequential Recommendation with Self-Attentive Multi-Adversarial Network - SIGIR

Pengfei Wang, Yu Fan, Long Xia, Wayne Xin Zhao, Shaozhang Niu, Jimmy Huang - KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation - SIGIR

Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, Jingsong Yu - Improving Multi-Turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting - PAKDD

Gaole He, Junyi Li, Wayne Xin Zhao, Peiju Liu, Ji-Rong Wen - Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning - WWW

2019年

Wayne Xin Zhao, Gaole He, Kunlin Yang, Hongjian Dou, Jin Huang, Siqi Ouyang, Ji-Rong Wen - KB4Rec: A Data Set for Linking Knowledge Bases with Recommender Systems - Data Intell.

Wayne Xin Zhao, Yupeng Hou*, Junhua Chen*, Jonathan Zhu, Jing Yin, Hanting Su, Ji-Rong Wen - Learning Semantic Representations from Directed Social Links to Tag Microblog Users at Scale - ACM Trans. Inf. Syst.

Jingyuan Wang, Ning Wu, Xinxi Lu, Wayne Xin Zhao, and Kai Feng - Deep Trajectory Recovery with Fine-Grained Calibration using Kalman Filter - IEEE Trans. Knowl. Data Eng.

Shuqing Bian, Wayne Xin Zhao, Yang Song, Tao Zhang and Ji-Rong Wen - Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network - EMNLP

Siqing Li, Wayne Xin Zhao, Jing Yin and Ji-Rong Wen - A Neural Citation Count Prediction Model based on Peer Review Text - EMNLP

Ning Wu, Jingyuan Wang, Xin Zhao and Yang Jin - Learning to Effectively Estimate the Travel Time for Fastest Route Recommendation - CIKM

Junyi Li, Wayne Xin Zhao, Ji-Rong Wen and Yang Song - Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding - ACL

Jingyuan Wang, Ning Wu, Wayne Xin Zhao, Fanzhang Peng and Xin Lin - Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation - KDD

Ting Bai, Pan Du, Wayne Xin Zhao, Ji-Rong Wen, Jian-Yun Nie - A Long-Short Demands-Aware Model for Next-Item Recommendation - SIGIR

Changchang Sun, Xuemeng Song, Fuli Feng, Wayne Xin Zhao, Hao Zhang and Liqiang Nie - Supervised Hierarchical Cross-Modal Hashing - SIGIR

Wayne Xin Zhao, Hong-Jian Dou, Yuanpei Zhao, Daxiang Dong, Ji-Rong Wen - Neural Network Based Popularity Prediction by Linking Online Content with Knowledge Bases - PAKDD

Chuan Shi, Binbin Hu, Wayne Xin Zhao, Philip S. Yu - Heterogeneous Information Network Embedding for Recommendation - IEEE Trans. Knowl. Data Eng.

Jin Huang, Zhaochun Ren, Wayne Xin Zhao, Gaole He, Ji-Rong Wen, Daxiang Dong - Taxonomy-Aware Multi-Hop Reasoning Networks for Sequential Recommendation - WSDM

2018年

Wayne Xin Zhao, Ningnan Zhou, Aixin Sun, Ji-Rong Wen, Jialong Han, Edward Y. Chang - A time-aware trajectory embedding model for next-location recommendation - Knowl. Inf. Syst.

Wayne Xin Zhao, Feifan Fan, Ji-Rong Wen, Edward Y. Chang - Joint Representation Learning for Location-Based Social Networks with Multi-Grained Sequential Contexts - TKDD

Jialong Han, Aixin Sun, Gao Cong, Wayne Xin Zhao, Zongcheng Ji, Minh C. Phan - Linking Fine-Grained Locations in User Comments - IEEE Trans. Knowl. Data Eng.

Zhengbao Jiang, Zhicheng Dou, Wayne Xin Zhao, Jian-Yun Nie, Ming Yue, Ji-Rong Wen - Supervised Search Result Diversification via Subtopic Attention - IEEE Trans. Knowl. Data Eng.

Ting Bai, Wayne Xin Zhao, Yulan He, Jian-Yun Nie, Ji-Rong Wen - Characterizing and Predicting Early Reviewers for Effective Product Marketing on E-Commerce Websites - IEEE Trans. Knowl. Data Eng.

Wayne Xin Zhao, Wenhui Zhang, Yulan He, Xing Xie, Ji-Rong Wen - Automatically Learning Topics and Difficulty Levels of Problems in Online Judge Systems - ACM Trans. Inf. Syst.

Xiangyang Zhou, Lu Li, Daxiang Dong, Yi Liu, Ying Chen, Wayne Xin Zhao, Dianhai Yu, Hua Wu - Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network - ACL

Jialong Han, Yan Song, Wayne Xin Zhao, Shuming Shi, Haisong Zhang - hyperdoc2vec: Distributed Representations of Hypertext Documents - ACL

Qi Gu, Ting Bai, Wayne Xin Zhao, Ji-Rong Wen - A Neural Labeled Network Embedding Approach to Product Adopter Prediction - AIRS

Binbin Hu, Chuan Shi, Wayne Xin Zhao, Tianchi Yang - Local and Global Information Fusion for Top-N Recommendation in Heterogeneous Information Network - CIKM

Jialong Han, Aixin Sun, Gao Cong, Wayne Xin Zhao, Zongcheng Ji, Minh C. Phan - Linking Fine-Grained Locations in User Comments (Extended Abstract) - ICDE

Binbin Hu, Chuan Shi, Wayne Xin Zhao, Philip S. Yu - Leveraging Meta-path based Context for Top- N Recommendation with A Neural Co-Attention Model - KDD

Jin Huang, Wayne Xin Zhao, Hong-Jian Dou, Ji-Rong Wen, Edward Y. Chang - Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks - SIGIR

Ting Bai, Jian-Yun Nie, Wayne Xin Zhao, Yutao Zhu, Pan Du, Ji-Rong Wen - An Attribute-aware Neural Attentive Model for Next Basket Recommendation - SIGIR

2017年

Wayne Xin Zhao, Chen Liu, Ji-Rong Wen, Xiaoming Li - Ranking and tagging bursty features in text streams with context language models - Frontiers Comput. Sci.

Jun Yin, Wayne Xin Zhao, Xiaoming Li - Type-Aware Question Answering over Knowledge Base with Attention-Based Tree-Structured Neural Networks - J. Comput. Sci.

Ting Bai, Hong-Jian Dou, Wayne Xin Zhao, Ding-Yi Yang, Ji-Rong Wen - An Experimental Study of Text Representation Methods for Cross-Site Purchase Preference Prediction Using the Social Text Data - J. Comput. Sci. Technol.

Feifan Fan, Wayne Xin Zhao, Ji-Rong Wen, Ge Xu, Edward Y. Chang - Mining collective knowledge: inferring functional labels from online review for business - Knowl. Inf. Syst.

Cheng Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, Edward Y. Chang - A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories - ACM Trans. Inf. Syst.

Yuan Yao, Wayne Xin Zhao, Yaojing Wang, Hanghang Tong, Feng Xu, Jian Lu - Version-Aware Rating Prediction for Mobile App Recommendation - ACM Trans. Inf. Syst.

Lei Shi, Wayne Xin Zhao, Yi-Dong Shen - Local Representative-Based Matrix Factorization for Cold-Start Recommendation - ACM Trans. Inf. Syst.

Wenwen Ye, Yongfeng Zhang, Wayne Xin Zhao, Xu Chen, Zheng Qin - A Collaborative Neural Model for Rating Prediction by Leveraging User Reviews and Product Images - AIRS

Xu Chen, Yongfeng Zhang, Wayne Xin Zhao, Wenwen Ye, Zheng Qin - Probabilistic Local Matrix Factorization Based on User Reviews - AIRS

Ting Bai, Ji-Rong Wen, Jun Zhang, Wayne Xin Zhao - A Neural Collaborative Filtering Model with Interaction-based Neighborhood - CIKM

Guangxu Xun, Yaliang Li, Wayne Xin Zhao, Jing Gao, Aidong Zhang - A Correlated Topic Model Using Word Embeddings - IJCAI

Zhengbao Jiang, Ji-Rong Wen, Zhicheng Dou, Wayne Xin Zhao, Jian-Yun Nie, Ming Yue - Learning to Diversify Search Results via Subtopic Attention - SIGIR

2016年

Wayne Xin Zhao, Ji-Rong Wen, Xiaoming Li - Generating timeline summaries with social media attention. Frontiers Comput - Sci.

Wayne Xin Zhao, Sui Li, Yulan He, Liwei Wang, Ji-Rong Wen, Xiaoming Li - Exploring demographic information in social media for product recommendation - Knowl. Inf. Syst.

Wayne Xin Zhao, Jinpeng Wang, Yulan He, Ji-Rong Wen, Edward Y. Chang, Xiaoming Li - Mining Product Adopter Information from Online Reviews for Improving Product Recommendation - TKDD

Wayne Xin Zhao, Sui Li, Yulan He, Edward Y. Chang, Ji-Rong Wen, Xiaoming Li - Connecting Social Media to E-Commerce: Cold-Start Product Recommendation Using Microblogging Information - IEEE Trans. Knowl. Data Eng.

Ningnan Zhou, Wayne Xin Zhao, Xiao Zhang, Ji-Rong Wen, Shan Wang - A General Multi-Context Embedding Model for Mining Human Trajectory Data - IEEE Trans. Knowl. Data Eng.

Wayne Xin Zhao, Ningnan Zhou, Wenhui Zhang, Ji-Rong Wen, Shan Wang, Edward Y. Chang - A Probabilistic Lifestyle-Based Trajectory Model for Social Strength Inference from Human Trajectory Data - ACM Trans. Inf. Syst.

Wayne Xin Zhao, Jing Liu, Yulan He, Chin-Yew Lin, Ji-Rong Wen - A computational approach to measuring the correlation between expertise and social media influence for celebrities on microblogs - World Wide Web

Jin-ge Yao, Feifan Fan, Wayne Xin Zhao, Xiaojun Wan, Edward Y. Chang, Jianguo Xiao - Tweet Timeline Generation with Determinantal Point Processes - AAAI

Wayne Xin Zhao, Jin Huang, Ji-Rong Wen - Learning Distributed Representations for Recommender Systems with a Network Embedding Approach - AIRS

Keqiang Wang, Wayne Xin Zhao, Hongwei Peng, Xiaoling Wang - Bayesian Probabilistic Multi-Topic Matrix Factorization for Rating Prediction - IJCAI

2015年

Wayne Xin Zhao, Jinpeng Wang, Yulan He, Jian-Yun Nie, Ji-Rong Wen, Xiaoming Li - Incorporating Social Role Theory into Topic Models for Social Media Content Analysis - IEEE Trans. Knowl. Data Eng.

Wayne Xin Zhao, Xudong Zhang, Daniel Lemire, Dongdong Shan, Jian-Yun Nie, Hongfei Yan, Ji-Rong Wen - A General SIMD-Based Approach to Accelerating Compression Algorithms - ACM Trans. Inf. Syst.

Jinpeng Wang, Gao Cong, Wayne Xin Zhao, Xiaoming Li - Mining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets - AAAI

Feifan Fan, Runwei Qiang, Chao Lv, Wayne Xin Zhao, Jianwu Yang - Tweet Timeline Generation via Graph-Based Dynamic Greedy Clustering - AIRS

Jinpeng Wang, Wayne Xin Zhao, Yulan He, Xiaoming Li - Leveraging Product Adopter Information from Online Reviews for Product Recommendation - ICWSM