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Ben Lengerich
Assistant Professor, University of Wisconsin - Madison
Founder, Intelligible
Joined
April 2019
Names
Ben Lengerich
(Preferred)
,Â
Benjamin J. Lengerich
Emails
****@andrew.cmu.edu
(Confirmed)
,Â
****@gmail.com
(Confirmed)
,Â
****@cs.cmu.edu
(Confirmed)
,Â
****@mit.edu
(Confirmed)
,Â
****@wisc.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
University of Wisconsin - Madison
(wisc.edu)
2024
–
Present
Founder
Intelligible
(intelligible.ai)
2024
–
Present
Postdoc
CSAIL,
Massachusetts Institute of Technology
(mit.edu)
2021
–
2024
PhD student
Carnegie Mellon University
(cmu.edu)
2015
–
2020
Advisors, Relations & Conflicts
Coauthor
Rich Caruana
2016
–
Present
Postdoc Advisor
Manolis Kellis
2021
–
2024
PhD Advisor
Eric P. Xing
2015
–
2020
Expertise
Computational Genomics
Present
Precision Medicine
Present
Contextualized Learning
Present
Publications
Cell-Level Virtual Screening
Caleb Ellington
,
Sohan Addagudi
,
Jiaqi Wang
,
Ben Lengerich
,
Eric P. Xing
GenBio 2026 Poster
Readers:
Everyone
Integrating single-cell RNA-seq datasets with substantial batch effects
Karin Hrovatin
,
Amir Ali Moinfar
,
Luke Zappia
,
Shrey Parikh
,
Alejandro Tejada Lapuerta
,
Ben Lengerich
,
Manolis Kellis
,
Fabian J Theis
BMC Genomics
Readers:
Everyone
PiKV: KV Cache Management System for MoE Architecture
Dong Liu
,
Yanxuan Yu
,
Ben Lengerich
,
Ying Nian Wu
,
Xuhong Wang
ES-FoMo III
Readers:
Everyone
MKA: Memory-Keyed Attention for Efficient Long-Context Reasoning
Dong Liu
,
Yanxuan Yu
,
Xuhong Wang
,
Ben Lengerich
,
Ying Nian Wu
LCFM 2025
Readers:
Everyone
From One to Zero: RAG-IM Adapts Language Models for Interpretable Zero-Shot Clinical Predictions
Sazan Mahbub
,
Caleb Ellington
,
Sina Alinejad
,
Kevin Wen
,
Yingtao Luo
,
Ben Lengerich
,
Eric P. Xing
AFM 2024 Poster
Readers:
Everyone
From One to Zero: RAG-IM Adapts Language Models for Interpretable Zero-Shot Predictions on Clinical Tabular Data
Sazan Mahbub
,
Caleb Ellington
,
Sina Alinejad
,
Kevin Wen
,
Yingtao Luo
,
Ben Lengerich
,
Eric P. Xing
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Interpretable Predictive Models to Understand Risk Factors for Maternal and Fetal Outcomes
Tomas M. Bosschieter
,
Zifei Xu
,
Hui Lan
,
Benjamin J. Lengerich
,
Harsha Nori
,
Ian S. Painter
,
Vivienne Souter
,
Rich Caruana
J. Heal. Informatics Res. 2024
Readers:
Everyone
Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning
Jannik Deuschel
,
Caleb Ellington
,
Yingtao Luo
,
Ben Lengerich
,
Pascal Friederich
,
Eric P. Xing
ICML 2024 Poster
Readers:
Everyone
Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning
Jannik Deuschel
,
Caleb Ellington
,
Yingtao Luo
,
Benjamin J. Lengerich
,
Pascal Friederich
,
Eric P. Xing
ICML 2024
Readers:
Everyone
Data Science with LLMs and Interpretable Models
Sebastian Bordt
,
Benjamin J. Lengerich
,
Harsha Nori
,
Rich Caruana
CoRR 2024
Readers:
Everyone
View all 50 publications
Co-Authors
Alejandro Tejada Lapuerta
Alexander J. Titus
Alexandr A. Kalinin
Alexandra J. Lee
Amir Ali Moinfar
Andrea Rubbi
Andrew L. Maas
Ankur P. Parikh
Anna Goldenberg
Anthony Gitter
Benjamin D. Lee
Beth Signal
Brandon Signal
Bryon Aragam
Caleb Ellington
Caleb N. Ellington
Casey S. Greene
Chris Lengerich
Christopher Potts
Chun-Hao Chang
Dong Liu
Elana J. Fertig
Eric P. Xing
Evan M. Cofer
Fabian J Theis
View all 79 co-authors