Alexander G. Gray

VP, Foundations of AI, International Business Machines

Joined

July 2019

Names

Alexander G. Gray

Emails

****@cc.gatech.edu (Confirmed)

****@gmail.com

****@cs.cmu.edu

Personal Links

Career & Education History

VP, Foundations of AI

International Business Machines (ibm.com)

2017 – Present

Advisors, Relations & Conflicts

PhD Advisor

Andrew Moore

1999 – 2003

Expertise

neuro-symbolic AI

2019 – Present

data science

1993 – Present

Publications

Branch and Bound Search for Exact MAP Inference in Credal Networks
Radu Marinescu, Fabio Cozman, Denis Mauá, Debarun Bhattacharjya, Junkyu Lee, Alexander G. Gray
- ICLR 2026 Poster
- Readers: Everyone
Multilinear and Linear Programs for Partially Identifiable Queries in Quasi-Markovian Structural Causal Models
João Pedro Arroyo, Denis Mauá, João Gabriel Barreto Rodrigues, Daniel A. E. Lawand, Junkyu Lee, Radu Marinescu, Alexander G. Gray, Eduardo Rocha Laurentino, Fabio Cozman
- CAR @UAI 2025 Poster
- Readers: Everyone
Transformers Learn Faster with Semantic Focus
Parikshit Ram, Kenneth L. Clarkson, Tim Klinger, Shashanka Ubaru, Alexander G. Gray
- NeurIPS 2025 poster
- Readers: Everyone
Abductive Reasoning in Logical Credal Networks
Radu Marinescu, Junkyu Lee, Debarun Bhattacharjya, Fabio Cozman, Alexander G. Gray
- NeurIPS 2024 poster
- Readers: Everyone
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation
Bowen Li, Zhaoyu Li, Qiwei Du, Jinqi Luo, Wenshan Wang, Yaqi Xie, Simon Stepputtis, Chen Wang, Katia P. Sycara, Pradeep Kumar Ravikumar, Alexander G. Gray, Xujie Si, Sebastian Scherer
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge
Shajith Ikbal, Udit Sharma, Hima Karanam, Sumit Neelam, Ronny Luss, Dheeraj Sreedhar, Pavan Kapanipathi, Naweed Khan, Kyle Erwin, Ndivhuwo Makondo, Ibrahim Abdelaziz, Achille Fokoue, Alexander G. Gray, Maxwell Crouse, Subhajit Chaudhury, Chitra K Subramanian
- EMNLP 2023 Findings
- Readers: Everyone
Compositional Program Generation for Systematic Generalization
Tim Klinger, Qi Liu, Maxwell Crouse, Soham Dan, Parikshit Ram, Alexander G. Gray
- Published: 16 Jun 2023, Last Modified: 26 Jun 2023
- IJCAI 2023 Workshop KBCG Oral
- Readers: Everyone
How Compositional is a Model?
Parikshit Ram, Tim Klinger, Alexander G. Gray
- Published: 16 Jun 2023, Last Modified: 20 Jun 2023
- IJCAI 2023 Workshop KBCG Oral
- Readers: Everyone
Credal Marginal MAP
Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee, Fabio Cozman, Alexander G. Gray
- NeurIPS 2023 poster
- Readers: Everyone
Logical Credal Networks
Radu Marinescu, Haifeng Qian, Alexander G. Gray, Debarun Bhattacharjya, Francisco Barahona, Tian Gao, Ryan Riegel, Pravinda Sahu
- Published: 31 Oct 2022, Last Modified: 11 Oct 2022
- NeurIPS 2022 Accept
- Readers: Everyone

View all 11 publications

Co-Authors

View all 48 co-authors