LogAn: An LLM-Based Log Analytics Tool with Causal InferencingPranjal GuptaKaran Bhukaret al.2025ICPE 2025
Segmentation of subretinal and intraretinal fluid on OCT B-scans using an easily fine-tunable and deployable, visual-prompting based computer vision modelRui SantosThomas Fricket al.2025ARVO 2025
Hierarchical Bias-Driven Stratification for Interpretable Causal Effect EstimationLucile Ter-MinassianLiran Szlaket al.2025AISTATS 2025
Integer Programming Based Methods and Heuristics for Causal Graph LearningSanjeeb DashJoao Goncalveset al.2025AISTATS 2025
Q-function Decomposition with Intervention Semantics for Factored Action SpacesJunkyu LeeTian Gaoet al.2025AISTATS 2025
Convergence-Guaranteed Elastic Net Graphical Model Estimation with Applications to Anomaly LocalizationDzung PhanMatt Menickellyet al.2025SDM 2025
Exploring Straightforward Methods for Automatic Conversational Red-TeamingGeorge KourNaama Zwerdlinget al.2025NAACL 2025
CodeGenWrangler: Data Wrangling task automation using Code-Generating ModelsAkella AshleshaAbhijit Manatkaret al.2025NAACL 2025
Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query GenerationNitin GuptaManish Kesarwaniet al.2025NAACL 2025