Sotabase

Career

· graduate student, MIT

Publications (43)

Do Feature Attribution Methods Correctly Attribute Features?
AAAI Conference on Artificial Intelligence · 2021
157
cited
Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations
arXiv.org · 2023
110
cited
Asymptotically Optimal Planning by Feasible Kinodynamic Planning in a State–Cost Space
IEEE Transactions on robotics · 2015
104
cited
Statin initiation and risk of incident kidney disease in patients with diabetes
Canadian Medical Association Journal · 2023
40
cited
Predicting in-hospital outcomes of patients with acute kidney injury
Nature Communications · 2023
39
cited
Grasp Planning by Optimizing a Deep Learning Scoring Function
2017
36
cited
Learning Household Task Knowledge from WikiHow Descriptions
SemDeep@IJCAI · 2019
30
cited
Detecting Neonatal AKI by Serum Cystatin C
Journal of the American Society of Nephrology · 2023
27
cited
ExSum: From Local Explanations to Model Understanding
North American Chapter of the Association for Computational Linguistics · 2022
26
cited
Incidence, Risk Factors and Outcome of Postoperative Acute Kidney Injury in China.
Nephrology, Dialysis and Transplantation · 2024
23
cited
Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example
AAAI Conference on Artificial Intelligence · 2020
20
cited
The Irrationality of Neural Rationale Models
TRUSTNLP · 2021
18
cited
Adversarially Guided Self-Play for Adopting Social Conventions
arXiv.org · 2020
16
cited
Immunosuppression versus Supportive Care on Kidney Outcomes in IgA Nephropathy in the Real-World Setting
American Society of Nephrology. Clinical Journal · 2023
16
cited
RoCUS: Robot Controller Understanding via Sampling
Conference on Robot Learning · 2020
16
cited
Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses
arXiv.org · 2024
15
cited
BingoGuard: LLM Content Moderation Tools with Risk Levels
International Conference on Learning Representations · 2025
14
cited
Real-world effectiveness of early insulin therapy on the incidence of cardiovascular events in newly diagnosed type 2 diabetes
Signal Transduction and Targeted Therapy · 2024
14
cited
Incorporating side-channel information into convolutional neural networks for robotic tasks
IEEE International Conference on Robotics and Automation · 2017
13
cited
Piperacillin/tazobactam and its risk of acute kidney injury in adults hospitalized with infection without vancomycin: a multi-center real-world data analysis.
International Journal of Antimicrobial Agents · 2022
11
cited
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Yilun Zhou | Researcher Profile | Sotabase | Sotabase