Gregory Kielian

According to our database, Gregory Kielian authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

LLMForge: Multi-Backend Hardware-Aware Neural Architecture Search with Infinite-Head Attention for Edge Language Models.

Xinting Jiang, Junyi Luo, Ruichen Qi, Kauna Lei, Ben Laurie, Gregory Kielian, Mehdi Saligane

CoRR, May, 2026

FLARE: Finetuning ReLU With FIRE for Efficient Long-Context Inference.

Michael Moffatt, Junyi Luo, Haoran Cheng, Qilong Wang, Xinting Jiang, Guanchen Tao, Shiwei Liu, Kauna Lei, Gregory Kielian, Mehdi Saligane

Proceedings of the Design, Automation & Test in Europe Conference, 2026

An 11.16μJ/token Edge SLM Decoder Accelerator with Scalable Ring-based Configuration for Token-level Pipelining in 16nm FinFET.

Guanchen Tao, Junyi Luo, Shiwei Liu, Anhang Li, Gregory Kielian, Kauna Lei, Qirui Zhang, Dennis Sylvester, Mehdi Saligane

Proceedings of the IEEE Custom Integrated Circuits Conference, 2026

2024

Human Language to Analog Layout Using GLayout Layout Automation Framework.

Ali Hammoud, Chetanya Goyal, Sakib Pathen, Arlene Dai, Anhang Li, Gregory Kielian, Mehdi Saligane

Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024

ConSmax: Hardware-Friendly Alternative Softmax with Learnable Parameters.

Shiwei Liu, Guanchen Tao, Yifei Zou, Derek Chow, Zichen Fan, Kauna Lei, Bangfei Pan, Dennis Sylvester, Gregory Kielian, Mehdi Saligane

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

Reinforcement Learning-Enhanced Cloud-Based Open Source Analog Circuit Generator for Standard and Cryogenic Temperatures in 130-nm and 180-nm OpenPDKs.

Ali Hammoud, Anhang Li, Wen Tian, Ayushman Tripathi, Harsh Khandeparkar, Ryan Wans, Gregory Kielian, Boris Murmann, Dennis Sylvester, Mehdi Saligane

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024