Project

Perspective-Aware AI

sAIpien 2025

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Groups

sAIpien

Publication

Situation Graph Prediction: Structured Perspective Inference for User Modeling

Jisung Shin, Daniel Platnick, Marjan Alirezaie, and Hossein Rahnama

Publication

Structured Personalization: Modeling Constraints as Matroids for Data-Minimal LLM Agents

Daniel Platnick, Marjan Alirezaie, Hossein Rahnama

Publication

Perspective-Aware AI in Extended Reality

Platnick, D., Gruener, M., Alirezaie, M., Larson, K., Newman, D.J., Rahnama, H. (2026). Perspective-Aware AI in Extended Reality. In: De Paolis, L.T., Arpaia, P., Sacco, M. (eds) Extended Reality. XR Salento 2025. Lecture Notes in Computer Science, vol 15743. Springer, Cham. https://doi.org/10.1007/978-3-031-97781-7_7

Publication

ID-RAG: Identity Retrieval-Augmented Generation for Long-Horizon Persona Coherence in Generative Agents

Daniel Platnick, Mohamed E. Bengueddache, Marjan Alirezaie, Dava J. Newman, Alex “Sandy” Pentland and Hossein Rahnama

Publication

Perspective-Aware Ai (PAi) for Augmenting Critical Decision Making

Marjan Alirezaie, Daniel Platnick, Hossein Rahnama, et al. Perspective-Aware Ai (PAi) for Augmenting Critical Decision Making. TechRxiv. January 04, 2025. DOI: 10.36227/techrxiv.173602815.51151031/v1

Publication

Enabling Perspective-Aware AI with Contextual Scene Graph Generation

Platnick, D., Alirezaie, M., & Rahnama, H. (2024). Enabling Perspective-Aware AI with Contextual Scene Graph Generation. Information, 15(12), 766. https://doi.org/10.3390/info15120766

Publication

Structural Learning in the design of Perspective-Aware AI Systems using Knowledge Graphs

Alirezaie, Marjan, Hossein Rahnama, and Alex Pentland. "Structural Learning in the design of Perspective-Aware AI Systems using Knowledge Graphs." Proceedings of the AAAI. 2024.

Publication

A Neural-Symbolic Approach for User Mental Modeling: A Step Towards Building Exchangeable Identities

H. Rahnama, M. Alirezaie, and A. Pentland (2021) A Neural-Symbolic Approach for User Mental Modeling: A Step Towards Building Exchangeable Identities, AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering