| 2026 | ICTIR | Uncertainty Quantification for Multimodal Retrieval Augmented Generation. | Simon Binz, Heydar Soudani, Faegheh Hasibi |
| 2026 | SIGIR | Total Recall QA: A Verifiable Evaluation Suite for Deep Research Agents. | Mahta Rafiee, Heydar Soudani, Zahra Abbasiantaeb, Mohammad Aliannejadi, Faegheh Hasibi, Hamed Zamani |
| 2026 | SIGIR | Uncertainty Quantification for Retrieval-Augmented Reasoning. | Heydar Soudani, Hamed Zamani, Faegheh Hasibi |
| 2025 | ACL | Why Uncertainty Estimation Methods Fall Short in RAG: An Axiomatic Analysis. | Heydar Soudani, Evangelos Kanoulas, Faegheh Hasibi |
| 2025 | SIGIR | Enhancing Knowledge Injection in Large Language Models for Efficient and Trustworthy Responses. | Heydar Soudani |
| 2024 | WWW | Data Augmentation for Conversational AI. | Heydar Soudani, Roxana Petcu, Evangelos Kanoulas, Faegheh Hasibi |
| 2023 | CIKM | Data Augmentation for Conversational AI. | Heydar Soudani, Evangelos Kanoulas, Faegheh Hasibi |
| 2022 | COLING | Persian Natural Language Inference: A Meta-learning Approach. | Heydar Soudani, Mohammad Hassan Mojab, Hamid Beigy |