Gennady Pekhimenko

发表论文 139 篇 · 总被引 6090 次 · h-index 37

代表论文

PyGim : An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures (2024 · Proceedings of the ACM on Measurement and Analysis of Computing Systems · 被引 25)
Seesaw: High-throughput LLM Inference via Model Re-sharding (2025 · Conference on Machine Learning and Systems · 被引 22)
Mist: Efficient Distributed Training of Large Language Models via Memory-Parallelism Co-Optimization (2025 · European Conference on Computer Systems · 被引 19)
Aegis: Taxonomy and Optimizations for Overcoming Agent-Environment Failures in LLM Agents (2025 · arXiv.org · 被引 9)
APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts (2024 · Annual Meeting of the Association for Computational Linguistics · 被引 9)
LoRAFusion: Efficient LoRA Fine-Tuning for LLMs (2025 · European Conference on Computer Systems · 被引 7)