Robert A. Barton

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Entity Resolution

Abductive Reasoning

Visual Representation

Top Venues

IEEE Data Eng. Bull.

Publications

Wenliang Zhong, Wenyi Wu, Qi Li, Robert A. Barton, Boxin Du, Shioulin Sam, Karim Bouyarmane, Ismail B. Tutar, Junzhou Huang
Enhancing Multimodal Large Language Models with Multi-instance Visual Prompt Generator for Visual Representation Enrichment. CoRR (2024)
Boxin Du, Robert A. Barton, Grant Galloway, Junzhou Huang, Shioulin Sam, Ismail B. Tutar, Changhe Yuan
Enhancing Catalog Relationship Problems with Heterogeneous Graphs and Graph Neural Networks Distillation. CIKM (2023)
Aldo Pacchiano, Drausin Wulsin, Robert A. Barton, Luis F. Voloch
Neural Design for Genetic Perturbation Experiments. ICLR (2023)
Yulun Wu, Robert A. Barton, Zichen Wang, Vassilis N. Ioannidis, Carlo De Donno, Layne C. Price, Luis F. Voloch, George Karypis
Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information. ICLR (2023)
Boxin Du, Changhe Yuan, Robert A. Barton, Tal Neiman, Hanghang Tong
Self-supervised Hypergraph Representation Learning. Big Data (2022)
Scott Gigante, Varsha G. Raghavan, Amanda M. Robinson, Robert A. Barton, Adeeb H. Rahman, Drausin F. Wulsin, Jacques Banchereau, Noam Solomon, Luis F. Voloch, Fabian J. Theis
SystemMatch: optimizing preclinical drug models to human clinical outcomes via generative latent-space matching. CoRR (2022)
Aldo Pacchiano, Drausin Wulsin, Robert A. Barton, Luis F. Voloch
Neural Design for Genetic Perturbation Experiments. CoRR (2022)
Yulun Wu, Robert A. Barton, Zichen Wang, Vassilis N. Ioannidis, Carlo De Donno, Layne C. Price, Luis F. Voloch, George Karypis
Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information. CoRR (2022)
Boxin Du, Changhe Yuan, Robert A. Barton, Tal Neiman, Hanghang Tong
Hypergraph Pre-training with Graph Neural Networks. CoRR (2021)
Robert A. Barton, Tal Neiman, Changhe Yuan
Graph Neural Networks for Inconsistent Cluster Detection in Incremental Entity Resolution. CoRR (2021)
Robert A. Barton, Tal Neiman, Changhe Yuan
Graph Neural Networks for Inconsistent Cluster Detection in Incremental Entity Resolution. IEEE Data Eng. Bull. 44 (2) (2021)