Yongfeng Zhang


2010

doi dblp
Investigating Characteristics of Non-click Behavior Using Query Logs
Ting Yao | Min Zhang | Yiqun Liu | Shaoping Ma | Yongfeng Zhang | Liyun Ru
Information Retrieval Technology - 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010. Proceedings

2013

doi dblp
Improve collaborative filtering through bordered block diagonal form matrices
Yongfeng Zhang | Min Zhang | Yiqun Liu | Shaoping Ma
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

doi dblp
Localized matrix factorization for recommendation based on matrix block diagonal forms
Yongfeng Zhang | Min Zhang | Yiqun Liu | Shaoping Ma | Shi Feng
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2014

doi dblp
Understanding the Sparsity: Augmented Matrix Factorization with Sampled Constraints on Unobservables
Yongfeng Zhang | Min Zhang | Yi Zhang | Yiqun Liu | Shaoping Ma
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

doi dblp
Explicit factor models for explainable recommendation based on phrase-level sentiment analysis
Yongfeng Zhang | Guokun Lai | Min Zhang | Yi Zhang | Yiqun Liu | Shaoping Ma
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

doi dblp
Do users rate or review?: boost phrase-level sentiment labeling with review-level sentiment classification
Yongfeng Zhang | Haochen Zhang | Min Zhang | Yiqun Liu | Shaoping Ma
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

2015

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Exploration of Semantic-aware Approach for Contextual Suggestion Using Knowledge from The Open Web
Yuan Wang | Jie Liu | Yalou Huang | Yongfeng Zhang | Yi Zhang | Xintong Zhang
Proceedings of The Twenty-Fourth Text REtrieval Conference, TREC 2015, Gaithersburg, Maryland, USA, November 17-20, 2015

doi dblp
Incorporating Phrase-level Sentiment Analysis on Textual Reviews for Personalized Recommendation
Yongfeng Zhang
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015

doi dblp
Daily-Aware Personalized Recommendation based on Feature-Level Time Series Analysis
Yongfeng Zhang | Min Zhang | Yi Zhang | Guokun Lai | Yiqun Liu | Honghui Zhang | Shaoping Ma
Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015

2016

doi dblp
Learning to Rank Features for Recommendation over Multiple Categories
Xu Chen | Zheng Qin | Yongfeng Zhang | Tao Xu
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

doi dblp
Economic Recommendation with Surplus Maximization
Yongfeng Zhang | Qi Zhao | Yi Zhang | Daniel Friedman | Min Zhang | Yiqun Liu | Shaoping Ma
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

doi dblp
HLBPR: A Hybrid Local Bayesian Personal Ranking Method
Xu Chen | Pengfei Wang | Zheng Qin | Yongfeng Zhang
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume

2017

doi dblp
Learning and Transferring Social and Item Visibilities for Personalized Recommendation
Xiao Lin | Min Zhang | Yongfeng Zhang | Yiqun Liu | Shaoping Ma
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
Joint Representation Learning for Top-N Recommendation with Heterogeneous Information Sources
Yongfeng Zhang | Qingyao Ai | Xu Chen | W. Bruce Croft
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
Personalized Key Frame Recommendation
Xu Chen | Yongfeng Zhang | Qingyao Ai | Hongteng Xu | Junchi Yan | Zheng Qin
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

doi dblp
Learning a Hierarchical Embedding Model for Personalized Product Search
Qingyao Ai | Yongfeng Zhang | Keping Bi | Xu Chen | W. Bruce Croft
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

doi dblp
Multi-Product Utility Maximization for Economic Recommendation
Qi Zhao | Yongfeng Zhang | Yi Zhang | Daniel Friedman
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

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
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

2018

doi dblp
Towards Conversational Search and Recommendation: System Ask, User Respond
Yongfeng Zhang | Xu Chen | Qingyao Ai | Liu Yang | W. Bruce Croft
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems
Liu Yang | Minghui Qiu | Chen Qu | Jiafeng Guo | Yongfeng Zhang | W. Bruce Croft | Jun Huang | Haiqing Chen
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

doi dblp
Modeling Dynamic Pairwise Attention for Crime Classification over Legal Articles
Pengfei Wang | Ze Yang | Shuzi Niu | Yongfeng Zhang | Lei Zhang | Shaozhang Niu
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

doi dblp
Analyzing and Characterizing User Intent in Information-seeking Conversations
Chen Qu | Liu Yang | W. Bruce Croft | Johanne R. Trippas | Yongfeng Zhang | Minghui Qiu
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

doi dblp
SIGIR 2018 Workshop on ExplainAble Recommendation and Search (EARS 2018)
Yongfeng Zhang | Yi Zhang | Min Zhang
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

doi dblp
Sequential Recommendation with User Memory Networks
Xu Chen | Hongteng Xu | Yongfeng Zhang | Jiaxi Tang | Yixin Cao | Zheng Qin | Hongyuan Zha
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

doi dblp
IFUP: Workshop on Multi-dimensional Information Fusion for User Modeling and Personalization
Feida Zhu | Yongfeng Zhang | Neil Yorke-Smith | Guibing Guo | Xu Chen
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

doi dblp
Report on EARS'18: 1st International Workshop on ExplainAble Recommendation and Search
Yongfeng Zhang | Yi Zhang | Min Zhang
2018 Volume 52 Issue 2

2019

doi dblp
Conversational Product Search Based on Negative Feedback
Keping Bi | Qingyao Ai | Yongfeng Zhang | W. Bruce Croft
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Attentive History Selection for Conversational Question Answering
Chen Qu | Liu Yang | Minghui Qiu | Yongfeng Zhang | Cen Chen | W. Bruce Croft | Mohit Iyyer
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Adaptive Feature Sampling for Recommendation with Missing Content Feature Values
Shaoyun Shi | Min Zhang | Xinxing Yu | Yongfeng Zhang | Bin Hao | Yiqun Liu | Shaoping Ma
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Relational Collaborative Filtering: Modeling Multiple Item Relations for Recommendation
Xin Xin | Xiangnan He | Yongfeng Zhang | Yongdong Zhang | Joemon M. Jose
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
Unified Collaborative Filtering over Graph Embeddings
Pengfei Wang | Hanxiong Chen | Yadong Zhu | Huawei Shen | Yongfeng Zhang
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
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation
Yikun Xian | Zuohui Fu | S. Muthukrishnan | Gerard de Melo | Yongfeng Zhang
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
Hierarchical Matching Network for Crime Classification
Pengfei Wang | Yu Fan | Shuzi Niu | Ze Yang | Yongfeng Zhang | Jiafeng Guo
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
Personalized Fashion Recommendation with Visual Explanations based on Multimodal Attention Network: Towards Visually Explainable Recommendation
Xu Chen | Hanxiong Chen | Hongteng Xu | Yongfeng Zhang | Yixin Cao | Zheng Qin | Hongyuan Zha
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
BERT with History Answer Embedding for Conversational Question Answering
Chen Qu | Liu Yang | Minghui Qiu | W. Bruce Croft | Yongfeng Zhang | Mohit Iyyer
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
SIGIR 2019 Tutorial on Explainable Recommendation and Search
Yongfeng Zhang | Jiaxin Mao | Qingyao Ai
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
EARS 2019: The 2nd International Workshop on ExplainAble Recommendation and Search
Yongfeng Zhang | Yi Zhang | Min Zhang | Chirag Shah
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
WWW'19 Tutorial on Explainable Recommendation and Search
Yongfeng Zhang | Jiaxin Mao | Qingyao Ai
Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Neural Variational Correlated Topic Modeling
Luyang Liu | Heyan Huang | Yang Gao | Yongfeng Zhang | Xiaochi Wei
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Maximizing Marginal Utility per Dollar for Economic Recommendation
Yingqiang Ge | Shuyuan Xu | Shuchang Liu | Shijie Geng | Zuohui Fu | Yongfeng Zhang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Value-aware Recommendation based on Reinforcement Profit Maximization
Changhua Pei | Xinru Yang | Qing Cui | Xiao Lin | Fei Sun | Peng Jiang | Wenwu Ou | Yongfeng Zhang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Tutorial on Explainable Recommendation and Search
Yongfeng Zhang
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019

doi dblp
User Intent Prediction in Information-seeking Conversations
Chen Qu | Liu Yang | W. Bruce Croft | Yongfeng Zhang | Johanne R. Trippas | Minghui Qiu
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, CHIIR 2019, Glasgow, Scotland, UK, March 10-14, 2019

doi dblp
Answer Interaction in Non-factoid Question Answering Systems
Chen Qu | Liu Yang | W. Bruce Croft | Falk Scholer | Yongfeng Zhang
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, CHIIR 2019, Glasgow, Scotland, UK, March 10-14, 2019

doi dblp
Attentive Aspect Modeling for Review-Aware Recommendation
Xinyu Guan | Zhiyong Cheng | Xiangnan He | Yongfeng Zhang | Zhibo Zhu | Qinke Peng | Tat-Seng Chua
2019 Volume 37 Issue 3

doi dblp
Adversarial Distillation for Efficient Recommendation with External Knowledge
Xu Chen | Yongfeng Zhang | Hongteng Xu | Zheng Qin | Hongyuan Zha
2019 Volume 37 Issue 1

2020

doi dblp
Generate Neural Template Explanations for Recommendation
Lei Li | Yongfeng Zhang | Li Chen
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Neural Logic Reasoning
Shaoyun Shi | Hanxiong Chen | Weizhi Ma | Jiaxin Mao | Min Zhang | Yongfeng Zhang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation
Yikun Xian | Zuohui Fu | Handong Zhao | Yingqiang Ge | Xu Chen | Qiaoying Huang | Shijie Geng | Zhou Qin | Gerard de Melo | S. Muthukrishnan | Yongfeng Zhang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
E-commerce Recommendation with Weighted Expected Utility
Zhichao Xu | Yi Han | Yongfeng Zhang | Qingyao Ai
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Fairness-Aware Explainable Recommendation over Knowledge Graphs
Zuohui Fu | Yikun Xian | Ruoyuan Gao | Jieyu Zhao | Qiaoying Huang | Yingqiang Ge | Shuyuan Xu | Shijie Geng | Chirag Shah | Yongfeng Zhang | Gerard de Melo
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
Beyond User Embedding Matrix: Learning to Hash for Modeling Large-Scale Users in Recommendation
Shaoyun Shi | Weizhi Ma | Min Zhang | Yongfeng Zhang | Xinxing Yu | Houzhi Shan | Yiqun Liu | Shaoping Ma
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
Learning Personalized Risk Preferences for Recommendation
Yingqiang Ge | Shuyuan Xu | Shuchang Liu | Zuohui Fu | Fei Sun | Yongfeng Zhang
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
Understanding Echo Chambers in E-commerce Recommender Systems
Yingqiang Ge | Shuya Zhao | Honglu Zhou | Changhua Pei | Fei Sun | Wenwu Ou | Yongfeng Zhang
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
EARS 2020: The 3rd International Workshop on ExplainAble Recommendation and Search
Yongfeng Zhang | Xu Chen | Yi Zhang | Min Zhang | Chirag Shah
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
Towards Controllable Explanation Generation for Recommender Systems via Neural Template
Lei Li | Li Chen | Yongfeng Zhang
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems
Liu Yang | Minghui Qiu | Chen Qu | Cen Chen | Jiafeng Guo | Yongfeng Zhang | W. Bruce Croft | Haiqing Chen
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
Explainable Recommendation: A Survey and New Perspectives
Yongfeng Zhang | Xu Chen
2020 Volume 14 Issue 1

doi dblp
Neural Feature-aware Recommendation with Signed Hypergraph Convolutional Network
Xu Chen | Kun Xiong | Yongfeng Zhang | Long Xia | Dawei Yin | Jimmy Xiangji Huang
2020 Volume 39 Issue 1

doi dblp
Efficient Neural Matrix Factorization without Sampling for Recommendation
Chong Chen | Min Zhang | Yongfeng Zhang | Yiqun Liu | Shaoping Ma
2020 Volume 38 Issue 2

doi dblp
Explainable Product Search with a Dynamic Relation Embedding Model
Qingyao Ai | Yongfeng Zhang | Keping Bi | W. Bruce Croft
2020 Volume 38 Issue 1

2021

doi dblp
Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems
Zuohui Fu | Yikun Xian | Shijie Geng | Gerard de Melo | Yongfeng Zhang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Counterfactual Explainable Recommendation
Juntao Tan | Shuyuan Xu | Yingqiang Ge | Yunqi Li | Xu Chen | Yongfeng Zhang
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
CIKM 2021 Tutorial on Fairness of Machine Learning in Recommender Systems
Yunqi Li | Yingqiang Ge | Yongfeng Zhang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 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
FedCT: Federated Collaborative Transfer for Recommendation
Shuchang Liu | Shuyuan Xu | Wenhui Yu | Zuohui Fu | Yongfeng Zhang | Amélie Marian
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Towards Personalized Fairness based on Causal Notion
Yunqi Li | Hanxiong Chen | Shuyuan Xu | Yingqiang Ge | Yongfeng Zhang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation
Zuohui Fu | Yikun Xian | Yaxin Zhu | Shuyuan Xu | Zelong Li | Gerard de Melo | Yongfeng Zhang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
EXTRA: Explanation Ranking Datasets for Explainable Recommendation
Lei Li | Yongfeng Zhang | Li Chen
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Tutorial on Fairness of Machine Learning in Recommender Systems
Yunqi Li | Yingqiang Ge | Yongfeng Zhang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
CSR 2021: The 1st International Workshop on Causality in Search and Recommendation
Yongfeng Zhang | Xu Chen | Yi Zhang | Xianjie Chen
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Towards Long-term Fairness in Recommendation
Yingqiang Ge | Shuchang Liu | Ruoyuan Gao | Yikun Xian | Yunqi Li | Xiangyu Zhao | Changhua Pei | Fei Sun | Junfeng Ge | Wenwu Ou | Yongfeng Zhang
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
WSDM 2021 Tutorial on Conversational Recommendation Systems
Zuohui Fu | Yikun Xian | Yongfeng Zhang | Yi Zhang
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
The 1st International Workshop on Machine Reasoning: International Machine Reasoning Conference (MRC 2021)
Yongfeng Zhang | Min Zhang | Hanxiong Chen | Xu Chen | Xianjie Chen | Chuang Gan | Tong Sun | Xin Luna Dong
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
Variation Control and Evaluation for Generative Slate Recommendations
Shuchang Liu | Fei Sun | Yingqiang Ge | Changhua Pei | Yongfeng Zhang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
User-oriented Fairness in Recommendation
Yunqi Li | Hanxiong Chen | Zuohui Fu | Yingqiang Ge | Yongfeng Zhang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Neural Collaborative Reasoning
Hanxiong Chen | Shaoyun Shi | Yunqi Li | Yongfeng Zhang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Efficient Non-Sampling Knowledge Graph Embedding
Zelong Li | Jianchao Ji | Zuohui Fu | Yingqiang Ge | Shuyuan Xu | Chong Chen | Yongfeng Zhang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Conversational Search and Recommendation: Introduction to the Special Issue
Claudia Hauff | Julia Kiseleva | Mark Sanderson | Hamed Zamani | Yongfeng Zhang
2021 Volume 39 Issue 4

2022

doi dblp
Graph Collaborative Reasoning
Hanxiong Chen | Yunqi Li | Shaoyun Shi | Shuchang Liu | He Zhu | Yongfeng Zhang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Toward Pareto Efficient Fairness-Utility Trade-off in Recommendation through Reinforcement Learning
Yingqiang Ge | Xiaoting Zhao | Lucia Yu | Saurabh Paul | Diane Hu | Chu-Cheng Hsieh | Yongfeng Zhang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
RGRecSys: A Toolkit for Robustness Evaluation of Recommender Systems
Zohreh Ovaisi | Shelby Heinecke | Jia Li | Yongfeng Zhang | Elena Zheleva | Caiming Xiong
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Path Language Modeling over Knowledge Graphsfor Explainable Recommendation
Shijie Geng | Zuohui Fu | Juntao Tan | Yingqiang Ge | Gerard de Melo | Yongfeng Zhang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning
Juntao Tan | Shijie Geng | Zuohui Fu | Yingqiang Ge | Shuyuan Xu | Yunqi Li | Yongfeng Zhang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
ExpScore: Learning Metrics for Recommendation Explanation
Bingbing Wen | Yunhe Feng | Yongfeng Zhang | Chirag Shah
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Improving neural topic modeling via Sinkhorn divergence
Luyang Liu | Heyan Huang | Yang Gao | Yongfeng Zhang
2022 Volume 59 Issue 3

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