| 2026 | EACL | SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code. | Shima Imani, Seungwhan Moon, Adel Ahmadyan, Lu Zhang, Ahmed Kirmani, Babak Damavandi |
| 2026 | EACL | TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models. | Shima Imani, Seungwhan Moon, Lambert Mathias, Lu Zhang, Babak Damavandi |
| 2023 | ACL | MathPrompter: Mathematical Reasoning using Large Language Models. | Shima Imani, Liang Du, Harsh Shrivastava |
| 2020 | KDD | Fitbit for Chickens?: Time Series Data Mining Can Increase the Productivity of Poultry Farms. | Alireza Abdoli, Sara Alaee, Shima Imani, Amy C. Murillo, Alec C. Gerry, Leslie Hickle, Eamonn J. Keogh |
| 2020 | WWW | Natura: Towards Conversational Analytics for Comparing and Contrasting Time Series. | Shima Imani, Eamonn J. Keogh |
| 2019 | ICDM | Matrix Profile XIX: Time Series Semantic Motifs: A New Primitive for Finding Higher-Level Structure in Time Series. | Shima Imani, Eamonn J. Keogh |
| 2019 | WWW | Putting the Human in the Time Series Analytics Loop. | Shima Imani, Sara Alaee, Eamonn J. Keogh |
| 2018 | ICDM | Matrix Profile XII: MPdist: A Novel Time Series Distance Measure to Allow Data Mining in More Challenging Scenarios. | Shaghayegh Gharghabi, Shima Imani, Anthony J. Bagnall, Amirali Darvishzadeh, Eamonn J. Keogh |