2023

doi dblp
Exploiting Explicit and Implicit Item relationships for Session-based Recommendation
Zihao Li | Xianzhi Wang | Chao Yang | Lina Yao | Julian J. McAuley | Guandong Xu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

doi dblp
Simplifying Graph-based Collaborative Filtering for Recommendation
Li He | Xianzhi Wang | Dingxian Wang | Haoyuan Zou | Hongzhi Yin | Guandong Xu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

doi dblp
Reinforced KGs reasoning for explainable sequential recommendation
Zhihong Cui | Hongxu Chen | Lizhen Cui | Shijun Liu | Xueyan Liu | Guandong Xu | Hongzhi Yin
2022 Volume 25 Issue 2

doi dblp
Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media
Hamad Zogan | Imran Razzak | Xianzhi Wang | Shoaib Jameel | Guandong Xu
2022 Volume 25 Issue 1

doi dblp
API-GNN: attribute preserving oriented interactive graph neural network
Yuchen Zhou | Yanmin Shang | Yanan Cao | Qian Li | Chuan Zhou | Guandong Xu
2022 Volume 25 Issue 1

doi dblp
Geometric Inductive Matrix Completion: A Hyperbolic Approach with Unified Message Passing
Chengkun Zhang | Hongxu Chen | Sixiao Zhang | Guandong Xu | Junbin Gao
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
MGPolicy: Meta Graph Enhanced Off-policy Learning for Recommendations
Xiangmeng Wang | Qian Li | Dianer Yu | Zhichao Wang | Hongxu Chen | Guandong Xu
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation
Xin Xia | Hongzhi Yin | Junliang Yu | Qinyong Wang | Guandong Xu | Quoc Viet Hung Nguyen
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
DA-Net: Distributed Attention Network for Temporal Knowledge Graph Reasoning
Kangzheng Liu | Feng Zhao | Hongxu Chen | Yicong Li | Guandong Xu | Hai Jin
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Off-policy Learning over Heterogeneous Information for Recommendation
Xiangmeng Wang | Qian Li | Dianer Yu | Guandong Xu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation
Sixiao Zhang | Hongxu Chen | Xiangguo Sun | Yicong Li | Guandong Xu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Dual Space Graph Contrastive Learning
Haoran Yang | Hongxu Chen | Shirui Pan | Lin Li | Philip S. Yu | Guandong Xu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Attentive sequential model based on graph neural network for next poi recommendation
Dongjing Wang | Xingliang Wang | Zhengzhe Xiang | Dongjin Yu | Shuiguang Deng | Guandong Xu
2021 Volume 24 Issue 6

doi dblp
Aspect-level sentiment capsule network for micro-video click-through rate prediction
Yuqiang Han | Pan Gu | Wei Gao | Guandong Xu | Jian Wu
2021 Volume 24 Issue 4

doi dblp
DFIAM: deep factorization integrated attention mechanism for smart TV recommendation
Yijie Zhou | Xuewen Shen | Suiyu Zhang | Dingguo Yu | Guandong Xu
2021 Volume 24 Issue 5

doi dblp
RLINK: Deep reinforcement learning for user identity linkage
Xiaoxue Li | Yanan Cao | Qian Li | Yanmin Shang | Yangxi Li | Yanbing Liu | Guandong Xu
2021 Volume 24 Issue 1

doi dblp
Constructing dummy query sequences to protect location privacy and query privacy in location-based services
Zongda Wu | Guiling Li | Shigen Shen | Xinze Lian | Enhong Chen | Guandong Xu
2021 Volume 24 Issue 1

doi dblp
Temporal Meta-path Guided Explainable Recommendation
Hongxu Chen | Yicong Li | Xiangguo Sun | Guandong Xu | Hongzhi Yin
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers
Yao Wu | Jian Cao | Guandong Xu | Yudong Tan
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
DepressionNet: Learning Multi-modalities with User Post Summarization for Depression Detection on Social Media
Hamad Zogan | Imran Razzak | Shoaib Jameel | Guandong Xu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
TagPick: A System for Bridging Micro-Video Hashtags and E-commerce Categories
Li He | Dingxian Wang | Hanzhang Wang | Hongxu Chen | Guandong Xu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Causal-Aware Generative Imputation for Automated Underwriting
Qian Li | Tri Dung Duong | Zhichao Wang | Shaowu Liu | Dingxian Wang | Guandong Xu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Hyperbolic Hypergraphs for Sequential Recommendation
Yicong Li | Hongxu Chen | Xiangguo Sun | Zhenchao Sun | Lin Li | Lizhen Cui | Philip S. Yu | Guandong Xu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Click-Through Rate Prediction with Multi-Modal Hypergraphs
Li He | Hongxu Chen | Dingxian Wang | Shoaib Jameel | Philip S. Yu | Guandong Xu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

doi dblp
Generative temporal link prediction via self-tokenized sequence modeling
Yue Wang | Chenwei Zhang | Shen Wang | Philip S. Yu | Lu Bai | Lixin Cui | Guandong Xu
2020 Volume 23 Issue 4

doi dblp
Leveraging Sentiment Distributions to Distinguish Figurative From Literal Health Reports on Twitter
Rhys Biddle | Aditya Joshi | Shaowu Liu | Cécile Paris | Guandong Xu
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
A general framework for learning prosodic-enhanced representation of rap lyrics
Hongru Liang | Haozheng Wang | Qian Li | Jun Wang | Guandong Xu | Jiawei Chen | Jin-Mao Wei | Zhenglu Yang
2019 Volume 22 Issue 6

doi dblp
Time-aware metric embedding with asymmetric projection for successive POI recommendation
Haochao Ying | Jian Wu | Guandong Xu | Yanchi Liu | Tingting Liang | Xiao Zhang | Hui Xiong
2019 Volume 22 Issue 5

2018

doi dblp
Learning to embed music and metadata for context-aware music recommendation
Dongjing Wang | Shuiguang Deng | Xin Zhang | Guandong Xu
2018 Volume 21 Issue 5

doi dblp
An effective approach for the protection of privacy text data in the CloudDB
Zongda Wu | Guandong Xu | Chenglang Lu | Enhong Chen | Fang Jiang | Guiling Li
2018 Volume 21 Issue 4

doi dblp
An enhanced short text categorization model with deep abundant representation
Yanhui Gu | Min Gu | Yi Long | Guandong Xu | Zhenglu Yang | Junsheng Zhou | Weiguang Qu
2018 Volume 21 Issue 6

doi dblp
SCSMiner: mining social coding sites for software developer recommendation with relevance propagation
Yao Wan | Liang Chen | Guandong Xu | Zhou Zhao | Jie Tang | Jian Wu
2018 Volume 21 Issue 6

doi dblp
Fuzzy Cognitive Diagnosis for Modelling Examinee Performance
Qi Liu | Run-ze Wu | Enhong Chen | Guandong Xu | Yu Su | Zhigang Chen | Guoping Hu
2018 Volume 9 Issue 4

doi dblp
Sequence-based context-aware music recommendation
Dongjing Wang | Shuiguang Deng | Guandong Xu
2018 Volume 21 Issue 2-3

doi dblp
An Effective Joint Framework for Document Summarization
Min Gui | Zhengkun Zhang | Zhenglu Yang | Yanhui Gu | Guandong Xu
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2017

doi dblp
Improving the Quality of Recommendations for Users and Items in the Tail of Distribution
Liang Hu | Longbing Cao | Jian Cao | Zhiping Gu | Guandong Xu | Jie Wang
2017 Volume 35 Issue 3

doi dblp
An Enhanced Convolutional Neural Network Model for Answer Selection
Jiahui Guo | Bin Yue | Guandong Xu | Zhenglu Yang | Jin-Mao Wei
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

doi dblp
Knowledge or Gaming?: Cognitive Modelling Based on Multiple-Attempt Response
Run-ze Wu | Guandong Xu | Enhong Chen | Qi Liu | Wan Ng
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

doi dblp
Learning Informative Priors from Heterogeneous Domains to Improve Recommendation in Cold-Start User Domains
Liang Hu | Longbing Cao | Jian Cao | Zhiping Gu | Guandong Xu | Dingyu Yang
2016 Volume 35 Issue 2

doi dblp
Learning Music Embedding with Metadata for Context Aware Recommendation
Dongjing Wang | ShuiGuang Deng | Xin Zhang | Guandong Xu
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016

doi dblp
Improving Music Recommendation Using Distributed Representation
Dongjing Wang | ShuiGuang Deng | Songguo Liu | Guandong Xu
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume

2014

doi dblp
Exploration on efficient similar sentences extraction
Yanhui Gu | Zhenglu Yang | Guandong Xu | Miyuki Nakano | Masashi Toyoda | Masaru Kitsuregawa
2014 Volume 17 Issue 4

2013

doi dblp
An efficient approach to suggesting topically related web queries using hidden topic model
Lin Li | Guandong Xu | Zhenglu Yang | Peter Dolog | Yanchun Zhang | Masaru Kitsuregawa
2013 Volume 16 Issue 3

doi dblp
Guest editorial: social networks and social Web mining
Guandong Xu | Jeffrey Xu Yu | Wookey Lee
2013 Volume 16 Issue 5-6

doi dblp
Personalized recommendation via cross-domain triadic factorization
Liang Hu | Jian Cao | Guandong Xu | Longbing Cao | Zhiping Gu | Can Zhu
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2011

doi dblp
Leveraging Wikipedia concept and category information to enhance contextual advertising
Zongda Wu | Guandong Xu | Rong Pan | Yanchun Zhang | Zhiwen Hu | Jianfeng Lu
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011