李修成 - 哈尔滨工业大学（深圳） - 计算机科学与技术学院

个人简介

李修成，哈尔滨工业大学（深圳）助理教授。2012年本科毕业哈尔滨工程大学，2015年硕士毕业于哈尔滨工业大学，2019年博士毕业于新加坡南洋理工大学。2020年-2021年于南洋理工大学计算机科学与工程系从事博士后研究，2021年11月入职哈尔滨工业大学（深圳）计算与智能研究院。主要研究方向为时空数据挖掘、贝叶斯机器学习，在数据库和数据挖掘领域的顶级会议和期刊如ICDE, VLDB, KDD, WWW, CIKM, TKDE上发表了10余篇论文。

研究领域

时空数据挖掘，贝叶斯机器学习

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Shuai Liu, Xiucheng Li, Gao Cong, Yile Chen, Yue Jiang. Multivariate Time-series Imputation with Disentangled Temporal Representations, ICLR 2023. pdf. Yile Chen, Xiucheng Li, Gao Cong, Cheng Long, Zhifeng Bao, Shang Liu, Wanli Gu, Fuzheng Zhang. Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks, VLDB 2022. pdf. Yile Chen, Xiucheng Li, Gao Cong, Cheng Long, Zhifeng Bao. Robust Road Network Representation Learning: When Traffic Patterns Meet Traveling Semantics, CIKM 2021. pdf. David A. Tedjopurnomo, Xiucheng Li, Zhifeng Bao, Gao Cong, Farhana Choudhury, Kai Qin. Similar Trajectory Search with Spatio-temporal Deep Representation Learning, ACM TIST 2021. pdf. Xiucheng Li, Jin Yao Chin, Yile Chen, Gao Cong. Sinkhorn Collaborative Filtering, WWW 2021. pdf; code. Shengnan Guo, Youfang Lin, Huaiyu Wan, Xiucheng Li, Gao Cong. Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting, TKDE 2021. pdf. Kaiqi Zhao, Gao Cong, Xiucheng Li. PGeoTopic: A Distributed Solution for Mining Geographical Topic Models, TKDE 2020. pdf. Xiucheng Li, Gao Cong, Yun Cheng. Spatial Transition Learning on Road Networks with Deep Probabilistic Models, ICDE 2020. pdf; code. Xiucheng Li, Gao Cong, Aixin Sun, Yun Cheng. Learning Travel Time Distributions with Deep Generative Models, WWW 2019. pdf; code. Xiucheng Li, Kaiqi Zhao, Gao Cong, Christian S. Jensen, Wei Wei. Deep Representation Learning for Trajectory Similarity Computation, ICDE 2018. pdf; code. Shanshan Feng, Gao Cong, Arijit Khan, Xiucheng Li, Yong Liu, Chee Yeow Meng. Latent Representation Model for Social Influence Embedding, ICDE 2018. pdf. Xiucheng Li, Yun Cheng, Gao Cong, Lisi Chen. Discovering Pollution Sources and Propagation Patterns in Urban Area, KDD 2017. pdf. Yun Cheng, Xiucheng Li, Yan Li. Finding Dynamic Co-evolving Zones in Spatial-Temporal Time Series Data, ECML/PKDD 2016. pdf. Yilong Li, Yu Wang, Yun Cheng, Xiucheng Li, Guoliang Xing. A Qi wireless charging based system for robust user-initiated indoor location services, SECON 2015. Yun Cheng, Xiucheng Li, Zhijun Li, Shouxu Jiang. Fine-Grained Air Quality Monitoring Based on Gaussian Process Regression, ICONIP 2014. pdf. Yun Cheng, Xiucheng Li, Zhijun Li, Shouxu Jiang, YiLong Li, Jia Ji, Xiaofan (Fred) Jiang. AirCloud: A Cloud-based Air-Quality Monitoring System for Everyone, SenSys 2014. pdf.

学术兼职

Invited reviewer and PC member: IEEE TKDE; IEEE TITS; PAKDD; AAAI; IJCAI; CIKM; ICDE. External reviewer: KDD; WWW; CIKM; ICDM; DASSFA; AAAI; ICDE; VLDB; WSDM.