Yikun Xian

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 31

Top Topics

Recommender Systems

Recommendation Systems

Top Venues

Publications

Yingqiang Ge, Shuchang Liu, Zuohui Fu, Juntao Tan, Zelong Li, Shuyuan Xu, Yunqi Li, Yikun Xian, Yongfeng Zhang
A Survey on Trustworthy Recommender Systems. CoRR (2022)
Qiaoying Huang, Yikun Xian, Dong Yang, Hui Qu, Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas
Dynamic MRI reconstruction with end-to-end motion-guided network. Medical Image Anal. 68 (2021)
Zuohui Fu, Yikun Xian, Yongfeng Zhang, Yi Zhang
WSDM 2021 Tutorial on Conversational Recommendation Systems. WSDM (2021)
Yingqiang Ge, Shuchang Liu, Ruoyuan Gao, Yikun Xian, Yunqi Li, Xiangyu Zhao, Changhua Pei, Fei Sun, Junfeng Ge, Wenwu Ou, Yongfeng Zhang
Towards Long-term Fairness in Recommendation. CoRR (2021)
Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang
Faithfully Explainable Recommendation via Neural Logic Reasoning. NAACL-HLT (2021)
Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu, Zelong Li, Gerard de Melo, Yongfeng Zhang
HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation. SIGIR (2021)
Yikun Xian, Tong Zhao, Jin Li, Jim Chan, Andrey Kan, Jun Ma, Xin Luna Dong, Christos Faloutsos, George Karypis, S. Muthukrishnan, Yongfeng Zhang
EX3: Explainable Attribute-aware Item-set Recommendations. RecSys (2021)
Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang
Faithfully Explainable Recommendation via Neural Logic Reasoning. CoRR (2021)
Yingqiang Ge, Shuchang Liu, Ruoyuan Gao, Yikun Xian, Yunqi Li, Xiangyu Zhao, Changhua Pei, Fei Sun, Junfeng Ge, Wenwu Ou, Yongfeng Zhang
Towards Long-term Fairness in Recommendation. WSDM (2021)
Yikun Xian, Handong Zhao, Tak Yeon Lee, Sungchul Kim, Ryan A. Rossi, Zuohui Fu, Gerard de Melo, S. Muthukrishnan
EXACTA: Explainable Column Annotation. KDD (2021)
Zuohui Fu, Yikun Xian, Yongfeng Zhang, Yi Zhang
IUI 2021 Tutorial on Conversational Recommendation Systems. IUI Companion (2021)
Zuohui Fu, Yikun Xian, Shijie Geng, Gerard de Melo, Yongfeng Zhang
Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems. CIKM (2021)
Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation. CIKM (2020)
Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris N. Metaxas
Enhanced MRI Reconstruction Network Using Neural Architecture Search. MLMI@MICCAI (2020)
Zhou Qin, Yikun Xian, Fan Zhang, Desheng Zhang
MIMU: Mobile WiFi Usage Inference by Mining Diverse User Behaviors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (4) (2020)
Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. CoRR (2020)
Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation. CoRR (2020)
Zuohui Fu, Yikun Xian, Yongfeng Zhang, Yi Zhang
Tutorial on Conversational Recommendation Systems. RecSys (2020)
Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo
Fairness-Aware Explainable Recommendation over Knowledge Graphs. CoRR (2020)
Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris N. Metaxas
Enhanced MRI Reconstruction Network using Neural Architecture Search. CoRR (2020)
Yikun Xian, Zuohui Fu, Qiaoying Huang, S. Muthukrishnan, Yongfeng Zhang
Neural-Symbolic Reasoning over Knowledge Graph for Multi-stage Explainable Recommendation. CoRR (2020)
Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. AAAI (2020)
Zhenyu Liao, Yikun Xian, Jiangfeng Li, Chenxi Zhang, Shengjie Zhao
Time-sync comments denoising via graph convolutional and contextual encoding. Pattern Recognit. Lett. 135 (2020)
Zuohui Fu, Yikun Xian, Yaxin Zhu, Yongfeng Zhang, Gerard de Melo
COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce. CoRR (2020)
Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo
Fairness-Aware Explainable Recommendation over Knowledge Graphs. SIGIR (2020)
Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation. SIGIR (2019)
Zhou Qin, Yikun Xian, Desheng Zhang
A neural networks based caching scheme for mobile edge networks: poster abstract. SenSys (2019)
Branislav Kveton, Saied Mahdian, S. Muthukrishnan, Zheng Wen, Yikun Xian
Waterfall Bandits: Learning to Sell Ads Online. CoRR (2019)
Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation. CoRR (2019)
Zhenyu Liao, Yikun Xian, Xiao Yang, Qinpei Zhao, Chenxi Zhang, Jiangfeng Li
TSCSet: A Crowdsourced Time-Sync Comment Dataset for Exploration of User Experience Improvement. IUI (2018)
Branislav Kveton, S. Muthukrishnan, Hoa T. Vu, Yikun Xian
Finding Subcube Heavy Hitters in Analytics Data Streams. WWW (2018)
Yikun Xian, Jiangfeng Li, Chenxi Zhang, Zhenyu Liao
Video Highlight Shot Extraction with Time-Sync Comment. HOTPOST@MobiHoc (2015)
Yikun Xian, Jie Huang, Yefim Shuf, Gene Fuh, Zhen Gao
An Approach for In-Database Scoring of R Models on DB2 for z/OS. RSKT (2014)