What’s coming up at IJCAI-ECAI 2022?

The 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJACI-ECAI 2022) will be held from 23-29 July, in Vienna. This will be primarily an in-person event, with an online component available. The conference will feature workshops and tutorials, keynote speakers, talks, posters, demos, panel discussions, competitions and social events.

Keynote speakers

There are eight keynote speakers:
Gerhard Widmer, AI & Music: On the Role of AI in Studying a Human Art Form
Tim Miller, Are the inmates still running the asylum? Explainable AI is dead, long live Explainable AI!
Pete Wurman, Training the world’s best Gran Turismo racer
Jérôme Lang, From AI to social choice
Sumit Gulwani, AI-assisted programming
Judea Pearl, What is Causal Inference and Where is Data Science Going?
Mihaela van der Schaar, Panning for insights in medicine and beyond: New frontiers in machine learning interpretability
Ana Paiva, Engineering sociality and collaboration in AI systems

Panel discussions

Four panels will be held throughout the week:

• Digital Humanism – our relationship to technology
• AI made in Europe – What is it? Is it important?
• Trustworthy AI for good: Challenges, lessons learnt, and synergies
• Highly refereed AI conferences

Workshops

• W01: Trustworthy Federated Learning
• W03: 13th Multidisciplinary Workshop on Advances in Preference Handling (M-PREF22)
• W04: The Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP-2022)
• W05: AIofAI 2022: 2nd Workshop on Adverse Impacts and Collateral Effects of AI Technologies
• W06: Workshop on Agents and Robots for reliable Engineered Autonomy (AREA)
• W08: Ad Hoc Teamwork
• W09: The 2nd International Workshop on Heuristic Search in Industry (HSI)
• W10: What can FCA do for Artificial Intelligence? (Tenth Workshop Edition)
• W11: First International Workshop on Spatio-Temporal Reasoning and Learning
• W14: 12th International Workshop on Agents in Traffic and Transportation (ATT 2022)
• W17: Cognitive Aspects of Knowledge Representation
• W18: Workshop on Artificial Intelligence Safety (AISafety)
• W19: 35th International Workshop on Qualitative Reasoning
• W20: MRC 2022 – 13th International Workshop on Modelling and Reasoning in Context
• W21: Explainable AI (XAI) Workshop
• W22: The 13th International Workshop on Agent-based Complex Automated Negotiations
• W25: Third International Workshop on Human Brain and Artificial Intelligence (HBAI 2022)
• W26: NASO 2022 – Workshop on New Architectures for Search and Optimization
• W27: Evaluation Beyond Metrics
• W28: Safe RL Workshop
• W31: Scarce Data in Artificial Intelligence for Healthcare (SDAIH)
• W32: Communication in Human-AI Interactions
• W36: Process Management in the AI era (PMAI)
• W39: CDCEO 2022 – Workshop on Complex Data Challenges in Earth Observation
• W41: Semantic Techniques for Narrative-based Understanding
• W43: Workshop on Generalization in Planning
• W44: Artificial Intelligence for Time Series Analysis: Theory, Algorithms, and Applications
• W45: Workshop on the Interactions between Analogical Reasoning and Machine Learning
• W48: The 2nd International Workshop on Artificial Intelligence for Autonomous Driving (AI4AD @ IJCAI-ECAI 2022)
• W49: Fourth Workshop on Bridging the Gap Between AI Planning and Reinforcement Learning (PRL)
• W50: The fifth Data Science Meets Optimization (DSO)
• W51: Workshop on AI for understanding the Ocean and Climate Change

Tutorials

The list of tutorials includes AIhub’s very own session on science communication. Our tutorial will take place on Monday 25 July – more information here.

• T1: A Tutorial on Domain Generalization
• T2: Pure Exploration in Multi-Armed Bandits
• T3: Distortion in Social Choice & Beyond
• T4: Adversarial Sequential Decision-Making
• T6: Deep Learning Methods for Query Auto Completion
• T7: Constraints in Fair Division
• T8: Tensor Computation for Data Processing
• T9: Spoken Language Understanding: Recent Advances and New Frontiers
• T10: Science communication for AI researchers
• T11: Opinion Formation in Social Networks: Models and Computational Problems
• T13: Recent Advances in Retrieval-Augmented Text Generation
• T14: Automated Synthesis: Towards the Holy Grail of AI
• T15: Deep Energy-Based Learning
• T16: When Multiple Agents Care About More than One Objective
• T17: Mechanism Design without Money: Matching, Facility Locations, and Beyond
• T18: Disentangled Representation Learning: Approaches and Applications
• T19: Graph Neural Networks: Foundation, Frontiers and Applications
• T20: Hybrid Probabilistic Inference with Algebraic and Logical Constraints
• T21: Tableau methods for linear-time temporal logics
• T22: Automated Verification of Multi-Agent Systems: Why, What, and Especially: How?
• T23: Evidential Reasoning and Learning
• T24: Robust Time Series Analysis: from Theory to Applications in the AI Era
• T25: Using constraint solvers as an oracle, with CPMpy
• T26: Designing Agents’ Preferences, Beliefs, and Identities
• T27: Representing learning for acting and planning: A top-down approach
• T28: Conversational Recommender Systems
• T29: Decision Focussed Learning

Find out more at the conference website.

Lucy Smith , Managing Editor for AIhub.

Lucy Smith , Managing Editor for AIhub.