Machine Learning · Computer Science
Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data
Eduardo Aguilar-Bejarano, Daniel Lea, Karthikeyan Sivakumar, Jimiama M. Mase +7
2025-07-25
Distributed, Parallel, and Cluster Computing · Computer Science
Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow
Yixuan Mei, Yonghao Zhuang, Xupeng Miao, Juncheng Yang +2
2025-03-07
Biomolecules · Quantitative Biology
HelixDesign-Antibody: A Scalable Production-Grade Platform for Antibody Design Built on HelixFold3
Jie Gao, Jing Hu, Shanzhuo Zhang, Kunrui Zhu +4
2025-07-04
Databases · Computer Science
Helix: Holistic Optimization for Accelerating Iterative Machine Learning
Doris Xin, Stephen Macke, Litian Ma, Jialin Liu +2
2018-12-17
Artificial Intelligence · Computer Science
A Versatile AI Agent for Rare Disease Diagnosis and Risk Gene Prioritization
Tianyu Liu, Wangjie Zheng, Rui Yang, Benny Kai Guo Loo +11
2026-05-12
Image and Video Processing · Electrical Eng. & Systems
SyntheX: Scaling Up Learning-based X-ray Image Analysis Through In Silico Experiments
Cong Gao, Benjamin D. Killeen, Yicheng Hu, Robert B. Grupp +3
2022-06-14
Human-Computer Interaction · Computer Science
Improving Workflow Integration with xPath: Design and Evaluation of a Human-AI Diagnosis System in Pathology
Hongyan Gu, Yuan Liang, Yifan Xu, Christopher Kazu Williams +11
2022-12-09
Machine Learning · Computer Science
Helix: Accelerating Human-in-the-loop Machine Learning
Doris Xin, Litian Ma, Jialin Liu, Stephen Macke +2
2018-08-06
Computer Vision and Pattern Recognition · Computer Science
HIVE: Evaluating the Human Interpretability of Visual Explanations
Sunnie S. Y. Kim, Nicole Meister, Vikram V. Ramaswamy, Ruth Fong +1
2022-07-22
Computer Vision and Pattern Recognition · Computer Science
The Limits of Perception: Analyzing Inconsistencies in Saliency Maps in XAI
Anna Stubbin, Thompson Chyrikov, Jim Zhao, Christina Chajo
2024-03-26
Distributed, Parallel, and Cluster Computing · Computer Science
HexGen: Generative Inference of Large Language Model over Heterogeneous Environment
Youhe Jiang, Ran Yan, Xiaozhe Yao, Yang Zhou +2
2024-05-28
Image and Video Processing · Electrical Eng. & Systems
Recommendations on test datasets for evaluating AI solutions in pathology
André Homeyer, Christian Geißler, Lars Ole Schwen, Falk Zakrzewski +26
2022-09-15
Computation and Language · Computer Science
MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
Yimin Deng, Zhenxi Lin, Yejing Wang, Guoshuai Zhao +8
2026-04-28
Human-Computer Interaction · Computer Science
Unraveling the Dilemma of AI Errors: Exploring the Effectiveness of Human and Machine Explanations for Large Language Models
Marvin Pafla, Kate Larson, Mark Hancock
2024-04-12
Machine Learning · Computer Science
Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcare
Prasenjit Maji, Amit Kumar Mondal, Hemanta Kumar Mondal, Saraju P. Mohanty
2024-10-02
Quantitative Methods · Quantitative Biology
Finding the centre: corrections for asymmetry in high-throughput sequencing datasets
Jia R. Wu, Jean M. Macklaim, Briana L. Genge, Gregory B. Gloor
2017-04-07
Image and Video Processing · Electrical Eng. & Systems
PathoGen-X: A Cross-Modal Genomic Feature Trans-Align Network for Enhanced Survival Prediction from Histopathology Images
Akhila Krishna, Nikhil Cherian Kurian, Abhijeet Patil, Amruta Parulekar +1
2024-11-04
Computation and Language · Computer Science
LitGen: Genetic Literature Recommendation Guided by Human Explanations
Allen Nie, Arturo L. Pineda, Matt W. Wright Hannah Wand, Bryan Wulf +4
2019-09-25
Applications · Statistics
MIXALIME: MIXture models for ALlelic IMbalance Estimation in high-throughput sequencing data
Georgy Meshcheryakov, Sergey Abramov, Aleksandr Boytsov, Andrey I. Buyan +2
2024-04-02
Machine Learning · Computer Science
HAMLET: A Hierarchical Agent-based Machine Learning Platform
Ahmad Esmaeili, John C. Gallagher, John A. Springer, Eric T. Matson
2022-04-27
Machine Learning · Computer Science
X Hacking: The Threat of Misguided AutoML
Rahul Sharma, Sergey Redyuk, Sumantrak Mukherjee, Andrea Šipka +3
2025-07-16