3 citations · 4 across the 5 of their papers we have counts for
5 papers
Symbolic Mechanistic Data Attribution: Tracing Training Influence to Learned Behavioral Policies
Reza Habibi, Darian Lee, Magy Seif El-Nasr
While existing data attribution methods can identify which training examples build specific mechanistic circuits, they cannot explain how training data shapes the behavioral decisi…
Beyond Accuracy: Introducing a Symbolic-Mechanistic Approach to Interpretable Evaluation
Reza Habibi, Darian Lee, Magy Seif El-Nasr
Accuracy-based evaluation cannot reliably distinguish genuine generalization from shortcuts like memorization, leakage, or brittle heuristics, especially in small-data regimes. In…
What Do You Mean? Exploring How Humans and AI Interact with Symbols and Meanings in Their Interactions
Reza Habibi, Seung Wan Ha, Zhiyu Lin +5
Meaningful human-AI collaboration requires more than processing language; it demands a deeper understanding of symbols and their socially constructed meanings. While humans natural…
Modeling Player Personality Factors from In-Game Behavior and Affective Expression
Reza Habibi, Johannes Pfau, Magy Seif El-Nasr
Developing a thorough understanding of the target audience (and/or single individuals) is a key factor for success - which is exceptionally important and powerful for the domain of…
Empathetic AI for Empowering Resilience in Games
Reza Habibi, Johannes Pfau, Jonattan Holmes +1
Failure and resilience are important aspects of gameplay. This is especially important for serious and competitive games, where players need to adapt and cope with failure frequent…