| A review of modern recommender systems using generative models (gen-recsys) Y Deldjoo, Z He, J McAuley, A Korikov, S Sanner, A Ramisa, R Vidal, ... Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 43 | 2024 |
| Counterfactual explanations for optimization-based decisions in the context of the GDPR A Korikov, A Shleyfman, C Beck IJCAI 2021, 2021 | 27 | 2021 |
| Counterfactual Explanations via Inverse Constraint Programming A Korikov, JC Beck 27th International Conference on Principles and Practice of Constraint …, 2021 | 16 | 2021 |
| Self-supervised Contrastive BERT Fine-tuning for Fusion-Based Reviewed-Item Retrieval MM Abdollah Pour, P Farinneya, A Toroghi, A Korikov, A Pesaranghader, ... European Conference on Information Retrieval, 3-17, 2023 | 14* | 2023 |
| Bayesian optimization with LLM-based acquisition functions for natural language preference elicitation D Austin, A Korikov, A Toroghi, S Sanner Proceedings of the 18th ACM Conference on Recommender Systems, 74-83, 2024 | 12 | 2024 |
| Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking S Kemper, J Cui, K Dicarlantonio, K Lin, D Tang, A Korikov, S Sanner Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024 | 10 | 2024 |
| Recommendation with Generative Models Y Deldjoo, Z He, J McAuley, A Korikov, S Sanner, A Ramisa, R Vidal, ... arXiv preprint arXiv:2409.15173, 2024 | 8 | 2024 |
| Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval H Zhang, A Korikov, P Farinneya, MM Abdollah Pour, M Bharadwaj, ... Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 8 | 2023 |
| Multi-Aspect Reviewed-Item Retrieval via LLM Query Decomposition and Aspect Fusion A Korikov, G Saad, E Baron, M Khan, M Shah, S Sanner arXiv preprint arXiv:2408.00878, 2024 | 6 | 2024 |
| Multi-modal Generative Models in Recommendation System A Ramisa, R Vidal, Y Deldjoo, Z He, J McAuley, A Korikov, S Sanner, ... arXiv preprint arXiv:2409.10993, 2024 | 1 | 2024 |
| Large Language Model Driven Recommendation A Korikov, S Sanner, Y Deldjoo, Z He, J McAuley, A Ramisa, R Vidal, ... arXiv preprint arXiv:2408.10946, 2024 | 1 | 2024 |
| Objective-Based Counterfactual Explanations for Linear Discrete Optimization A Korikov, JC Beck International Conference on Integration of Constraint Programming …, 2023 | 1 | 2023 |
| Tutorial on Recommendation with Generative Models (Gen-RecSys) Y Deldjoo, Z He, J McAuley, A Korikov, S Sanner, A Ramisa, R Vidal, ... Conference on Web Search and Data Mining (WSDM’25), 2025 | | 2025 |
| Elaborative Subtopic Query Reformulation for Broad and Indirect Queries in Travel Destination Recommendation Q Wen, Y Liu, J Zhang, G Saad, A Korikov, Y Sambale, S Sanner arXiv preprint arXiv:2410.01598, 2024 | | 2024 |
| Counterfactual Explanations for Discrete Optimization AP Korikov University of Toronto (Canada), 2022 | | 2022 |