Gregory Dexter
Computer Science · Purdue University West Lafayette
Publications
32
Citations
56
Est. group size
~1
Recurring co-author estimate
Active years
8
Publishing since 2019
Gregory Dexter works on making machine learning systems faster and more efficient, particularly for large language models and recommendation systems. His work spans optimization algorithms, matrix computation methods, and applied topics like model compression, quantization, and query scheduling for practical deployment of large-scale AI systems.
Publication output has grown from occasional papers in the late 2010s to a more consistent pace of 5-7 papers per year since 2023.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- DuaLip-GPU Technical Report
Open MIND · 2026
- DuaLip-GPU Technical Report
arXiv (Cornell University) · 2026
- Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems
arXiv (Cornell University) · 2025
- LLM Query Scheduling with Prefix Reuse and Latency Constraints
arXiv (Cornell University) · 2025
- Efficient Algorithms for Leveraging LLMs for Generative and Predictive Recommender Systems
2025
- Effective Quantization of Muon Optimizer States
arXiv (Cornell University) · 2025
- Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems
2025
- Universal Matrix Sparsifiers and Fast Deterministic Algorithms for Linear Algebra
arXiv (Cornell University) · 2023
- Inverse Reinforcement Learning in the Continuous Setting with Formal Guarantees.
arXiv (Cornell University) · 2021
- Inverse Reinforcement Learning in a Continuous State Space with Formal\n Guarantees
arXiv (Cornell University) · 2021
- Inverse Reinforcement Learning in a Continuous State Space with Formal Guarantees
arXiv (Cornell University) · 2021
- arXiv (Cornell University)×16
- PubMed×2
- Studies in health technology and informatics×1
- SIAM Journal on Matrix Analysis and Applications×1
- Publisher×1
- Miaolan Xie
Computer Science · Purdue University West Lafayette
- Anuran Makur
Computer Science · Purdue University West Lafayette
- Abolfazl Hashemi
Computer Science · Purdue University West Lafayette
- Anindya Bijoy Das
Computer Science · Purdue University West Lafayette
- Haoyu Wang
Computer Science · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile