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  - <html><a name='yxsu_sigir17'></a></html> "Learning to Rank Using Localized Geometric Mean Metrics," **Yuxin Su**, Irwin King, M. R. Lyu, // in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017)//, Tokyo, Japan, August 07–11, 2017, pp. 45-54. \\ {{:conference:yxsu_sigir17.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\   - <html><a name='yxsu_sigir17'></a></html> "Learning to Rank Using Localized Geometric Mean Metrics," **Yuxin Su**, Irwin King, M. R. Lyu, // in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017)//, Tokyo, Japan, August 07–11, 2017, pp. 45-54. \\ {{:conference:yxsu_sigir17.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
  - <html><a name='yxsu_ijcnn16'></a></html> "Distributed Information-Theoretic Metric Learning in Apache Spark," **Yuxin Su**, Haiqin Yang, Irwin King, M.R. Lyu, //in Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN 2016)//, Vancouver, Canada, July 24-29, 2016. \\  {{:conference:yxsu_ijcnn16.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\   - <html><a name='yxsu_ijcnn16'></a></html> "Distributed Information-Theoretic Metric Learning in Apache Spark," **Yuxin Su**, Haiqin Yang, Irwin King, M.R. Lyu, //in Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN 2016)//, Vancouver, Canada, July 24-29, 2016. \\  {{:conference:yxsu_ijcnn16.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
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-===== Yu, Xiaotian (余晓填)    ===== 
-{{:students:xtyu.jpg?120 }}  PhD student: 2014~Present \\ URL: http://www.cse.cuhk.edu.hk/~xtyu\\ Email: <xtyu@cse.cuhk.edu.hk>  
-=== Thesis: ===  
- 
-=== Journal Paper === 
- 
-=== Conference Paper === 
-  - <html><a name='hshao_nips18'></a></html> "Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs," Han Shao, **Xiaotian Yu**, Irwin King, M.R. Lyu, //in Proceedings of the 2018 International Conference on Neural Information Processing Systems (NIPS 2018)//. \\ {{:conference:hshao_nips18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='xtyu_uai18'></a></html> "Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs," **Xiaotian Yu**, Han Shao, M. R. Lyu, Irwin King, // in Proceedings of the 2018 International Conference on Uncertainty in Artificial Intelligence (UAI 2018)//, Monterey, California, USA, August 6–10, 2018. \\ {{:conference:xtyu_uai18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='xtyu_ijcnn16'></a></html> "Online Non-negative Dictionary Learning via Moment Information for Sparse Poisson Coding," **Xiaotian Yu**, Haiqin Yang, Irwin King, M.R. Lyu, //in Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN 2016)//, Vancouver, Canada, July 24-29, 2016. \\  {{:conference:xtyu_ijcnn16.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='xtyu_aaai17'></a></html> "CBRAP: Contextual Bandits with RAndom Projection," **Xiaotian Yu**, Michael R. Lyu, Irwin King, // in Proceedings of the 31th AAAI Conference on Artificial Intelligence (AAAI 2017)//, San Francisco, California USA, February 4–9, 2017. \\ {{:conference:xtyu_aaai17.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
-  - <html><a name='xtyu_icdm17'></a></html> "Risk Control of Best Arm Identification in Multi-Armed Bandits via Successive Rejects," Xiaotian Yu, Irwin King, **M. R. Lyu**, // in Proceedings of the 2017 IEEE International Conference on Data Mining series (ICDM 2017) //, New Orleans, USA, November 18–21, 2017, pp. 1147-1152. \\ {{:conference:xtyu_icdm2017.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
-  - <html><a name='xtyu_ijcai18'></a></html> "A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization," **Xiaotian Yu**, Irwin King, Michael R. Lyu, Tianbao Yang, //in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018)//, Stockholm, Sweden, July 13-19, 2018. \\ {{:conference:xtyu_ijcai18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ 
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====== Graduated Ph.D. Students ======= ====== Graduated Ph.D. Students =======
 +
 +===== Yu, Xiaotian (余晓填)    =====
 +{{:students:xtyu.jpg?120 }}  Graduated in 2019 \\ URL: http://www.cse.cuhk.edu.hk/~xtyu\\ Email: <xtyu@cse.cuhk.edu.hk>
 +=== Thesis: ===
 +
 +"Efficient Learningin Stochastic Bandits" {{:presentation:xiaotian_slides_final.pdf|Presentation}}{{:thesis:xtyu_thesis.pdf|Thesis}}
 +
 +=== Journal Paper ===
 +
 +=== Conference Paper ===
 +  - <html><a name='hshao_nips18'></a></html> "Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs," Han Shao, **Xiaotian Yu**, Irwin King, M.R. Lyu, //in Proceedings of the 2018 International Conference on Neural Information Processing Systems (NIPS 2018)//. \\ {{:conference:hshao_nips18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xtyu_uai18'></a></html> "Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs," **Xiaotian Yu**, Han Shao, M. R. Lyu, Irwin King, // in Proceedings of the 2018 International Conference on Uncertainty in Artificial Intelligence (UAI 2018)//, Monterey, California, USA, August 6–10, 2018. \\ {{:conference:xtyu_uai18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xtyu_ijcnn16'></a></html> "Online Non-negative Dictionary Learning via Moment Information for Sparse Poisson Coding," **Xiaotian Yu**, Haiqin Yang, Irwin King, M.R. Lyu, //in Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN 2016)//, Vancouver, Canada, July 24-29, 2016. \\  {{:conference:xtyu_ijcnn16.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xtyu_aaai17'></a></html> "CBRAP: Contextual Bandits with RAndom Projection," **Xiaotian Yu**, Michael R. Lyu, Irwin King, // in Proceedings of the 31th AAAI Conference on Artificial Intelligence (AAAI 2017)//, San Francisco, California USA, February 4–9, 2017. \\ {{:conference:xtyu_aaai17.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xtyu_icdm17'></a></html> "Risk Control of Best Arm Identification in Multi-Armed Bandits via Successive Rejects," Xiaotian Yu, Irwin King, M. R. Lyu, // in Proceedings of the 2017 IEEE International Conference on Data Mining series (ICDM 2017) //, New Orleans, USA, November 18–21, 2017, pp. 1147-1152. \\ {{:conference:xtyu_icdm2017.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\
 +  - <html><a name='xtyu_ijcai18'></a></html> "A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization," **Xiaotian Yu**, Irwin King, Michael R. Lyu, Tianbao Yang, //in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018)//, Stockholm, Sweden, July 13-19, 2018. \\ {{:conference:xtyu_ijcai18.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +
===== Xu, Hui (徐辉)    ===== ===== Xu, Hui (徐辉)    =====
 
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