羅迪新，博士，北京理工大學計算機學院預聘助理教授、特別副研究員，碩士生導師。於上海交通大學獲得學士和博士學位，博士在讀期間於美國喬治亞理工學院訪學。曾任加拿大多倫多大學和美國杜克大學博士後、研究員。主要研究方向包括數據挖掘與機器學習，尤其是時序數據分析、圖分析和智慧醫療。發表高水平SCI/EI論文近20篇，包括多篇ICML、NeurIPS、AAAI、IJCAI、TKDE等CCF-A類國際頂級會議和期刊，授權發明專利1項，Google Scholar統計引用200餘次。擔任TKDE、TNNLS、ICML、NeurIPS、AAAI等國際頂級期刊和會議的審稿人。
基本介紹
- 中文名：羅迪新
- 畢業院校：上海交通大學
科研方向,學術成果,
科研方向
數據挖掘、機器學習
學術成果
H. Xu, Dixin Luo*, L. Carin, H. Zha: Learning Graphons via Structured Gromov-Wasserstein Barycenters. AAAI 2021.
Dixin Luo, H. Xu, R. Henao, S. Shah, L. Carin: Learning Autoencoders with Relational Regularization. ICML 2020.
Dixin Luo, H. Xu, L. Carin: Fused Gromov-Wasserstein Alignment for Hawkes Processes. Learning with Temporal Point Processes, NeurIPS 2019 Workshop.
H. Xu, Dixin Luo, L. Carin: Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching. NeurIPS 2019.
Dixin Luo, H. Xu and L. Carin: Adversarial Self-Paced Learning for Mixture Models of Hawkes Processes. ICML Time Series Workshop 2019.
H. Xu, Dixin Luo, H. Zha, L. Carin: Gromov-Wasserstein Learning for Graph Matching and Node Embedding. ICML 2019.
H. Xu, Dixin Luo, L. Carin: Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes. IJCAI-ECAI 2018.
H. Xu, Dixin Luo, X. Chen and L. Carin: Benefits from Superposed Hawkes Processes. AISTATS 2018.
H. Xu, Dixin Luo, H.Zha: Learning Hawkes Processes from Short Doubly-Censored Event Sequences. ICML 2017.
Dixin Luo, H. Xu, Y. Zhen, B. N. Dilkina, H. Zha, X. Yang, W. Zhang: Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints. IEEE Trans. Knowl. Data Eng. 28(6): 1518-1531 (2016)
K. A. Lyons, E.Stroulia, Dixin Luo, R. J. Miller, V. Onut: Data-driven knowledge mobilization. CASCON 2016: 280-282
H. Xu, L. Yu, Dixin Luo, H. Zha, Y. Xu: Dictionary Learning with Mutually Reinforcing Group-Graph Structures. AAAI 2015: 3101-3107
Dixin Luo, H. Xu, Y. Zhen, X. Ning, H. Zha, X. Yang, W. Zhang: Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences. IJCAI 2015: 3685-3691
Dixin Luo, H. Xu, H. Zha, J. Du, R. Xie, X. Yang, W. Zhang: You Are What You Watch and When You Watch: Inferring Household Structures From IPTV Viewing Data. IEEE Transactions on Broadcasting 60(1): 61-72 (2014)
H. Xu, Dixin Luo, X. Huo, X. Yang: World Expo Problem and Its Mixed Integer Programming Based Solution. BSI@PAKDD/BSIC@IJCAI 2013: 56-67
