Publications and Contributions

• Conference Paper
  Does Memorization Affect LLMs' Social Reasoning? An Evaluation on Seen and Unseen Queries (2025)

  WSDM '25: Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, pp. 924-933 Authors: Maryam Amirizaniani, Maryna Sivachenko, Adrian Lavergne, Chirag Shah, Mashhadi
• Conference Paper
  LLMAuditor: A Framework for Auditing Large Language Models Using Human-in-the-Loop (2025)

  Proceedings of the ACM SIGIR-AP Authors: Maryam Amirizaniani, Jihan Yao, Adrian Lavergne, Elizabeth Snell Okada, Aman Chada, Tanya Roosta, Chirag Shah
• Conference Paper
  Response Generation through Social Reasoning in Large Language Models with Direct Diverse Preferences Optimization. (2025)

  ICTIR '25: Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval (ICTIR), pp. 315-325 Authors: Maryam Amirizaniani, Elias Martin, Afra Mashadi, Chirag Shah
• Journal Article, Academic Journal
  Towards More Personalized Recommendations by Modeling Users' Temporal Behaviors with Task-Based Graph Neural Network (TGNN) (2025)

  19(3), pp. 1-19 Authors: Maryam Amirizaniani, Shawon Sarkar, Chirag Shah