个人简介
工作经历
2023.04 - 至今:哈尔滨工业大学,计算学部,博士生导师
2020.12 – 至今: 哈尔滨工业大学,计算学部,副教授
2015.02 – 2016.02:加拿大麦吉尔大学,国家公派访问学者
2012.03 – 2020.12:哈尔滨工业大学,计算机科学与技术学院,讲师
教育经历
2006.09 – 2011.06:哈尔滨工业大学,计算机科学与技术学院,获博士学位
2004.09 – 2006.07:哈尔滨工业大学,计算机科学与技术学院,获硕士学位
2000.09 – 2004.07:哈尔滨工业大学,计算机科学与技术学院,获学士学位
研究领域
主要研究方向为机器学习方法及在交叉学科领域的应用
研究针对多模态数据、时间序列数据的状态估计、预测、决策及异常检测方法等;探讨AI技术在双碳、药物发现等交叉领域的应用。
近期论文
查看导师新发文章
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Mengdie Xu, …, Yun Liu*, Lingling Zhao*. DFFNDDS: Prediction of Synergistic Drug Combinations With Dual Feature Fusion Networks. Journal of Cheminformatics. 2023, 15:33.
Zhiqi Pang, Chunyu Wang, Junjie Wang, Lingling Zhao*. Reliability Modeling and Contrastive Learning for Unsupervised Person Re-identification. Knowledge-Based Systems. 2023, 263:110263.
Lingling ZHAO, Junjie WANG, Chunyu WANG, Maozu GUO*. A Cross-Domain Ontology Semantic Representation Based on NCBI-blueBERT Embedding. Chinese Journal of Electronics. 2022, 31(5):860-869
Junjie Wang, Naifeng Wen, Chunyu Wang, Lingling Zhao*, Liang Cheng*. ELECTRA-DTA: a new compound-protein binding affinity prediction model based on the contextualized sequence encoding. Journal of Cheminformatics. 2022, 14(1):14.
Lingling Zhao, Yan Zhu, Junjie Wang, Naifeng Wen, Chunyu Wang*, Liang Cheng*. A brief review of protein-ligand interaction prediction. Computational and Structural Biotechnology Journal. 2022, 20:2831-2838.
Changlu Qi#, Chao Wang#, Lingling Zhao#, Zijun Zhu, Ping Wang, Sainan Zhang, Liang Cheng*, Xue Zhang*. SCovid: single-cell atlases for exposing molecular characteristics of COVID-19 across 10 human tissues. Nucleic Acids Research. 2022, 50(D1):D867-D874
Junjie Wang, Naifeng Wen, Chunyu Wang, Lingling Zhao*, Liang Cheng*. ELECTRA-DTA: a new compound-protein binding affinity prediction model based on the contextualized sequence encoding. Journal of Cheminformatics. 2022, 14(1):14.
Zilong Zhang, Feifei Cui, Chunyu Wang, Lingling Zhao*, Quan Zou*. Goals and approaches for each processing step for single-cell RNA sequencing data. Briefings in bioinformatics. 2021, 22(4):bbaa314.
Lingling Zhao, Junjie Wang, Liang Cheng*, Chunyu Wang*. Ontosem: an ontology semantic representation methodology for biomedical domain. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 2020:523-527.
Lingling Zhao, Peijin Xie, Lingfeng Hao, Tiantian Li*, Chunyu Wang*. Gene Ontology aided compound protein binding affinity prediction using BERT encoding. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 2020:1231-1236.
Wang Junjie, Zhao Lingling, Su Xiaohong*. Marginalized Particle Flow Filter. Circuits, Systems, and Signal Processing. 2018, 38(7):3152-3169