The Senior Member Presentation Track (SMPT) provides an opportunity for established researchers in the AI community to give a broad talk on a well-developed body of research, an important new research area, or a promising new topic. These presentations provide a big picture view, in contrast to regular papers, which may focus on a specific contribution. Senior members of AI are researchers who are well established in their research area.
Accepted presentations for AAAI-22 include the following:
Blue Sky Talks
- Toward a New Science of Common Sense
Ronald J. Brachman, Hector J. Levesque - Local Justice and the Algorithmic Allocation of Scarce Societal Resources
Sanmay Das - Training on the Test Set: Mapping the System-Problem Space in AI
Jose Hernandez-Orallo, Wout Schellaert, Fernando Martínez-Plumed - Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems
Subbarao Kambhampati, Sarath Sreedharan, Mudit Verma, Yantian Zha, Lin Guan - The Computational Gauntlet of Human-Like Learning
Pat Langley - BMR: A Fully Semantic Meaning Representation to Overcome Language Barriers
Roberto Navigli, Rexhina Blloshmi, Abelardo Carlos Martínez Lorenzo - Expert-Informed, User-Centric Explanations for Machine Learning
Michael Pazzani, Severine Soltani, Robert Kaufman, Samson Qian, Albert Hsiao - Subjective Attributes in Conversational Recommendation Systems: Challenges and Opportunities
Filip Radlinski, Craig Boutilier, Deepak Ramachandran, Ivan Vendrov - Market Design for Drone Traffic Management
Sven Seuken, Paul Friedrich, Ludwig Dierks - Consent as a Foundation for Responsible Autonomy
Munindar P. Singh
Summary Talks
- Matching Market Design with Constraints
Haris Aziz, Peter Biro, Makoto Yokoo - Commonsense Knowledge Reasoning and Generation with Pre-Trained Language Models: A Survey
Prajjwal Bhargava, Vincent Ng - Target Languages (vs. Inductive Biases) for Learning to Act and Plan
Hector Geffner - Model-Based Diagnosis of Multi-Agent Systems: A Survey
Meir Kalech, Avraham Natan - Delivering Trustworthy AI through Formal XAI
Joao Marques-Silva, Alexey Ignatiev - Anatomizing Bias in Facial Analysis
Richa Singh, Puspita Majumdar, Surbhi Mittal, Mayank Vatsa