Shima Imani

24 papers A* 3Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2026 — conf
SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code.
EACL (Industry Track)
Shima Imani, Seungwhan Moon, Adel Ahmadyan, Lu Zhang, Ahmed Kirmani, Babak Damavandi
2026 — conf
TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models.
EACL (Volume 1: Long Papers)
Shima Imani, Seungwhan Moon, Lambert Mathias, Lu Zhang, Babak Damavandi
2025 J jnl
PRiSM: An Agentic Multimodal Benchmark for Scientific Reasoning via Python-Grounded Evaluation.
CoRR
Shima Imani, Seungwhan Moon, Adel Ahmadyan, Lu Zhang, Kirmani Ahmed, Babak Damavandi
2025 J jnl
SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code.
CoRR
Shima Imani, Seungwhan Moon, Adel Ahmadyan, Lu Zhang, Kirmani Ahmed, Babak Damavandi
2025 J jnl
TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models.
CoRR
Shima Imani, Seungwhan Moon, Lambert Mathias, Lu Zhang, Babak Damavandi
2024 J jnl
Diffusion-Augmented Coreset Expansion for Scalable Dataset Distillation.
CoRR
Ali Abbasi, Shima Imani, Chenyang An, Gayathri Mahalingam, Harsh Shrivastava, Maurice Diesendruck, Hamed Pirsiavash, Pramod Sharma, Soheil Kolouri
2024 J jnl
Exploring Group and Symmetry Principles in Large Language Models.
CoRR
Shima Imani, Hamid Palangi
2024 J jnl
Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models.
CoRR
Maurice Diesendruck, Jianzhe Lin, Shima Imani, Gayathri Mahalingam, Mingyang Xu, Jie Zhao
2024 J jnl
Next-Token Prediction Task Assumes Optimal Data Ordering for LLM Training in Proof Generation.
CoRR
Chenyang An, Shima Imani, Feng Yao, Chengyu Dong, Ali Abbasi, Harsh Shrivastava, Samuel Buss, Jingbo Shang, Gayathri Mahalingam, Pramod Sharma, Maurice Diesendruck
2023 J jnl
Are uGLAD? Time will tell!
CoRR
Shima Imani, Harsh Shrivastava
2023 J jnl
DiversiGATE: A Comprehensive Framework for Reliable Large Language Models.
CoRR
Shima Imani, Ali Beyram, Harsh Shrivastava
2023 — conf
MathPrompter: Mathematical Reasoning using Large Language Models.
ACL (industry)
Shima Imani, Liang Du, Harsh Shrivastava
2023 J jnl
MathPrompter: Mathematical Reasoning using Large Language Models.
CoRR
Shima Imani, Liang Du, Harsh Shrivastava
2023 — conf
tGLAD: A Sparse Graph Recovery Based Approach for Multivariate Time Series Segmentation.
AALTD@ECML/PKDD
Shima Imani, Harsh Shrivastava
2020 J jnl
An ultra-fast time series distance measure to allow data mining in more complex real-world deployments.
Data Min. Knowl. Discov.
Shaghayegh Gharghabi, Shima Imani, Anthony J. Bagnall, Amirali Darvishzadeh, Eamonn J. Keogh
2020 A* conf
Fitbit for Chickens?: Time Series Data Mining Can Increase the Productivity of Poultry Farms.
KDD
Alireza Abdoli, Sara Alaee, Shima Imani, Amy C. Murillo, Alec C. Gerry, Leslie Hickle, Eamonn J. Keogh
2020 J jnl
Introducing time series snippets: a new primitive for summarizing long time series.
Data Min. Knowl. Discov.
Shima Imani, Frank Madrid, Wei Ding, Scott E. Crouter, Eamonn J. Keogh
2020 — conf
Natura: Towards Conversational Analytics for Comparing and Contrasting Time Series.
WWW (Companion Volume)
Shima Imani, Eamonn J. Keogh
2020 — —
Novel Primitive for Analyzing Massive Time Series Data Set.
Shima Imani
2019 A* conf
Matrix Profile XIX: Time Series Semantic Motifs: A New Primitive for Finding Higher-Level Structure in Time Series.
ICDM
Shima Imani, Eamonn J. Keogh
2019 — conf
Matrix Profile XX: Finding and Visualizing Time Series Motifs of All Lengths using the Matrix Profile.
ICBK
Frank Madrid, Shima Imani, Ryan Mercer, Zachary Zimmerman, Nader Shakibay Senobari, Eamonn J. Keogh
2019 — conf
Putting the Human in the Time Series Analytics Loop.
WWW (Companion Volume)
Shima Imani, Sara Alaee, Eamonn J. Keogh
2018 A* conf
Matrix Profile XII: MPdist: A Novel Time Series Distance Measure to Allow Data Mining in More Challenging Scenarios.
ICDM
Shaghayegh Gharghabi, Shima Imani, Anthony J. Bagnall, Amirali Darvishzadeh, Eamonn J. Keogh
2018 — conf
Matrix Profile XIII: Time Series Snippets: A New Primitive for Time Series Data Mining.
ICBK
Shima Imani, Frank Madrid, Wei Ding, Scott E. Crouter, Eamonn J. Keogh