1.1. Research Areas

Explore diverse research areas within the domain of Artificial Intelligence.

Exercise

1. Go to [People → 1.1. Research Areas*] in Canvas and select a research area.

2. Visit the conference websites relevant to the selected research area and examine their programs and proceedings to categorize the pertinent fields of study.

3. Analyze the latest trends in your specific research fields of interest and explore the state-of-the-art approaches and methodologies employed in those fields.

4. For each group member, conduct a brief literature survey and identify two potential research ideas based on the survey.

5. Make slides summarizing the above activities for a short presentation (one per group) and submit them to [Assignments → Exercises → 1.1. Research Areas] in Canvas.

AI Conferences

Artificial Intelligence

• AAAI Conference on Artificial Intelligence (AAAI) : 2023, 2022, 2021, 2020

• International Joint Conference on Artificial Intelligence (IJCAI) : 2023, 2022, 2021, 2020

Computer Vision

• Conference on Computer Vision and Pattern Recognition (CVPR) : 2023, 2022, 2021, 2020

• European Conference on Computer Vision (ECCV) : 2022, 2020

• International Conference on Computer Vision (ICCV) : 2023, 2022, 2021, 2020

Data Mining and Management

• ACM International Conference on Information and Knowledge Management (CIKM) : 2023, 2022, 2021, 2020

• ACM International Conference on Knowledge Discovery and Data Mining (KDD) : 2023, 2022, 2021, 2020

• IEEE International Conference on Data Mining (ICDM) : 2023, 2022, 2021, 2020

Human-Computer Interaction

• ACM CHI Conference on Human Factors in Computing Systems (CHI) : 2023, 2022, 2021, 2020

Information Retrieval

• ACM SIGIR International Conference on Research and Development in Information Retrieval (SIGIR) : 2023, 2022, 2021, 2020

• ACM International Conference on Web Search and Data Mining (WSDM) : 2023, 2022, 2021, 2020

• ACM Web Conference (WWW) : 2023, 2022, 2021, 2020

Machine Learning

• International Conference on Machine Learning (ICML) : 2023, 2022, 2021, 2020

• International Conference on Learning Representations (ICLR) : 2023, 2022, 2021, 2020

• Conference on Neural Information Processing Systems (NeurIPS) : 2023, 2022, 2021, 2020

Natural Language Processing

• Annual Meeting of the Association for Computational Linguistics (ACL) : 2023, 2022, 2021, 2020

• Conference on Empirical Methods in Natural Language Processing (EMNLP) : 2023, 2022, 2021, 2020

• Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) : 2022, 2021

Useful Links

• ACM Special Interest Group on Artificial Intelligence (SIGAI)

• ACM Special Interest Group on Information Retrieval (SIGIR)

• ACM Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD)

• Association for the Advancement of Artificial Intelligence (AAAI)

• Association for Computational Linguistics (ACL)

• Computer Vision Foundation (CVF)