"False"
Umeå universitet
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Huvudmenyn dold.
Personalbild Lili Jiang

Lili Jiang

Forskningsfokus på att kombinera datavetenskap och artificiell intelligens, AI-Trovärdighet (t.ex. integritet, rättvisa).  Programansvarig för Masterprogrammet i Datavetenskap.  

Vetenskaplig meritering: Docent

Kontakt

E-post
lili.jiang@umu.se
Telefon
090-786 58 27

Verksam vid

Anknytning
Universitetslektor vid Institutionen för datavetenskap Roll: Studierektor
Plats
MIT-huset, Umeå universitet, MIT.E.240 Umeå universitet, 901 87 Umeå

Hemsida: https://people.cs.umu.se/ljiang/ 

Doktorsexamen i datavetenskap. Expertis inom datautvinning, informationshämtning, datafederation, maskininlärningsbaserad integritetsskydd, AI-Trovärdighet, och bearbetning av naturligt språk. Tidigare forskare vid NEC Europe Ltd., postdoc-forskare vid Max Planck Institute for Informatics i Tyskland.

Älskare medellång/långdistanslöpning, vandring, skidåkning och andsvägscykel. Personbästa i marathon med rekord 3h19m27s, Berlin marathon 2013.

Few-shot nested named entity recognition
Knowledge-Based Systems, Elsevier 2024, Vol. 293
Ming, Hong; Yang, Jiaoyun; Gui, Fang; et al.
MGLEP: multimodal graph learning for modeling emerging pandemics with big data
Scientific Reports, Springer Nature 2024, Vol. 14, (1)
Tran, Khanh-Tung; Hy, Truong Son; Jiang, Lili; et al.
A novel data mining framework to investigate causes of boiler failures in waste-to-energy plants
Processes, MDPI 2024, Vol. 12, (7)
Wang, Dong; Jiang, Lili; Kjellander, Måns; et al.
Impact based fairness framework for socio-technical decision making
Proceedings of the 1st workshop on fairness and bias in AIco-located with 26th european conference on artificial intelligence (ECAI 2023)
Brännström, Mattias; Jiang, Lili; Aler Tubella, Andrea; et al.
Data protection and multi-database data-driven models
Future Internet, MDPI 2023, Vol. 15, (3)
Jiang, Lili; Torra, Vicenç
Timing performance benchmarking of out-of-distribution detection algorithms
Journal of Signal Processing Systems, Springer-Verlag New York 2023, Vol. 95, (12) : 1355-1370
Luan, Siyu; Gu, Zonghua; Saremi, Amin; et al.
Few-shot named entity recognition via Label-Attention Mechanism
ICCAI '23: proceedings of the 2023 9th international conference on computing and artificial intelligence, Association for Computing Machinery (ACM) 2023 : 466-471
Pan, Yan; Yang, Jiaoyun; Ming, Hong; et al.
Self-adaptive privacy concern detection for user-generated content
Computational linguistics and intelligent text processing: 19th International Conference on CiCLing 2018, Hanoi, Vietnam, March 18-24, 2018Revised selected papers, part 1, Springer Science+Business Media B.V. 2023 : 153-167
Vu, Xuan-Son; Jiang, Lili
dpUGC: learn differentially private representation for user generated contents
Computational linguistics and intelligent text processing: 20th international conference, CICLing 2019, La Rochelle, France, April 7–13, 2019, revised selected papers, part I, Springer 2023 : 316-331
Vu, Xuan-Son; Tran, Son N.; Jiang, Lili
Proceedings of Umeå's 25th Student Conference in Computing Science (USCCS 2022)
Report / UMINF, 22.01
Jiang, Lili; Jonsson, Anna; Vanhée, Loïs
On the Effects of Data Protection on Multi-database Data-Driven Models
Integrated Uncertainty in Knowledge Modelling and Decision Making: 9th International Symposium, IUKM 2022, Ishikawa, Japan, March 18–19, 2022, Proceedings, Springer 2022 : 226-238
Jiang, Lili; Torra, Vicenç
SoBigDemicSys: a social media based monitoring system for emerging pandemics with big data
Proceedings - IEEE 8th International Conference on Big Data Computing Service and Applications, BigDataService 2022, IEEE Computer Society 2022 : 103-107
Tran, Tung Khanh; Vu, Xuan-Son; Jiang, Lili
Toward Delicate Anomaly Detection of Energy Consumption for Buildings: Enhance the Performance From Two Levels
IEEE Access, IEEE 2022, Vol. 10 : 31649-31659
Wang, Dong; Enlund, Therese; Trygg, Johan; et al.
Towards better process management in wastewater treatment plants: Process analytics based on SHAP values for tree-based machine learning methods
Journal of Environmental Management, Elsevier 2022, Vol. 301
Wang, Dong; Thunéll, Sven; Lindberg, Ulrika; et al.
Visual Explanations for DNNs with Contextual Importance
Explainable and Transparent AI and Multi-Agent Systems: Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3–7, 2021, Revised Selected Papers, Springer 2021 : 83-96
Anjomshoae, Sule; Jiang, Lili; Främling, Kary
Context-based image explanations for deep neural networks
Image and Vision Computing, Elsevier 2021, Vol. 116
Anjomshoae, Sule; Omeiza, Daniel; Jiang, Lili
Out-of-Distribution Detection for Deep Neural Networks with Isolation Forest and Local Outlier Factor
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) 2021, Vol. 9 : 132980-132989
Luan, Siyu; Gu, Zonghua; Freidovich, Leonid B.; et al.
ICDAR 2021 Competition on Multimodal Emotion Recognition on Comics Scenes
Document Analysis and Recognition – ICDAR 2021: 16th International Conference, Lausanne, Switzerland, September 5–10, 2021, Proceedings, Part I, Springer 2021 : 767-782
Nguyen, Nhu-Van; Vu, Xuan-Son; Rigaud, Christophe; et al.
A machine learning framework to improve effluent quality control in wastewater treatment plants
Science of the Total Environment, Elsevier 2021, Vol. 784
Wang, Dong; Thunéll, Sven; Lindberg, Ulrika; et al.
A Web-Based Platform for Mining and Ranking Association Rules
ECIR 2020: Advances in Information Retrieval, Springer 2020 : 443-448
Ait-Mlouk, Addi; Jiang, Lili
KBot: a Knowledge graph based chatBot for natural language understanding over linked data
IEEE Access, IEEE 2020, Vol. 8 : 149220-149230
Ait-Mlouk, Addi; Jiang, Lili
WINFRA: A Web-Based Platform for Semantic Data Retrieval and Data Analytics
Mathematics, MDPI 2020, Vol. 8, (11)
Ait-Mlouk, Addi; Vu, Xuan-Son; Jiang, Lili
Privacy-Preserving Visual Content Tagging using Graph Transformer Networks
Proceedings of the 28th ACM International Conference on Multimedia (MM ’20), ACM Digital Library 2020 : 2299-2307
Vu, Xuan-Son; Le, Duc-Trong; Edlund, Christoffer; et al.
Multimodal Review Generation with Privacy and Fairness Awareness
Proceedings of the 28th International Conference on Computational Linguistics (COLING), 2020, International Committee on Computational LinguisticsInternational Committee on Computational Linguistics 2020 : 414-425
Vu, Xuan-Son; Nguyen, Thanh-Son; Le, Duc-Trong; et al.
Graph-based Interactive Data Federation System for Heterogeneous Data Retrieval and Analytics
Proceedings of The World Wide Web Conference WWW 2019, New York, NY, USA: ACM Digital Library 2019 : 3595-3599
Vu, Xuan-Son; Ait-Mlouk, Addi; Elmroth, Erik; et al.
Generic Multilayer Network Data Analysis with the Fusion of Content and Structure
Proceedings of the 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing), 2019
Vu, Xuan-Son; Santra, Abhishek; Chakravarthy, Sharma; et al.
ETNLP: A Visual-Aided Systematic Approach to Select Pre-Trained Embeddings for a Down Stream Task
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019), Incoma Ltd. 2019 : 1285-1294
Vu, Xuan-Son; Vu, Thanh; Tran, Son N.; et al.
Microarray Missing Value Imputation: A Regularized Local Learning Method
IEEE/ACM Transactions on Computational Biology & Bioinformatics, IEEE 2019, Vol. 16, (3) : 980-993
Wang, Aiguo; Chen, Ye; An, Ning; et al.
Lexical-semantic resources: yet powerful resources for automatic personality classification
Proceedings of the 9th Global WordNet Conference (GWC 2018), Singapore: Nanyang Technological University (NTU) 2018 : 173-182
Vu, Xuan-Son; Flekova, Lucie; Jiang, Lili; et al.
The cookie recipe: Untangling the use of cookies in the wild
TMA Conference 2017: Proceedings of the 1st Network Traffic Measurement and Analysis Conference
Gonzalez, Roberto; Jiang, Lili; Ahmed, Mohamed; et al.
Entity markup for knowledge base population
Big data analytics: 5th international conference, BDA 2017, Hyderabad, India, December 12-15, 2017, proceedings, Springer 2017 : 71-89
Jiang, Lili
Personality-based Knowledge Extraction for Privacy-preserving Data Analysis
K-CAP 2017: Proceedings of the Knowledge Capture Conference
Vu, Xuan-Son; Jiang, Lili; Brändström, Anders; et al.
A global learning with local preservation method for microarray data imputation
Computers in Biology and Medicine, Elsevier 2016, Vol. 77 : 76-89
Chen, Ye; Wang, Aiguo; Ding, Huitong; et al.
Multimodal Review Generation with Privacy and Fairness Awareness
Vu, Xuan-Son; Nguyen, Thanh-Son; Le, Duc-Trong; et al.
Towards delicate anomaly detection of energy consumption for buildings: enhance the performance from two levels
Wang, Dong; Enlund, Therese; Fors, Amanda; et al.
Investigation into causes of boiler failures in waste-to-energy plants with a coupled engineering and data mining solution
Wang, Dong; Jiang, Lili; Kjellander, Måns; et al.
Visa publikationer i DiVA

Machine Learning (7.5hp)

Computing Science Research Methodology, Publication and Presentation Techniques (7.5hp)