Jiale Chen

According to our database, Jiale Chen authored at least 7 papers between 2019 and 2025.

Collaborative distances:

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

2025

The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm.

Jiale Chen, Torsten Hoefler, Dan Alistarh

CoRR, July, 2025

Quartet: Native FP4 Training Can Be Optimal for Large Language Models.

Roberto L. Castro, Andrei Panferov, Soroush Tabesh, Oliver Sieberling, Jiale Chen, Mahdi Nikdan, Saleh Ashkboos, Dan Alistarh

CoRR, May, 2025

QuEST: Stable Training of LLMs with 1-Bit Weights and Activations.

Andrei Panferov, Jiale Chen, Soroush Tabesh, Roberto L. Castro, Mahdi Nikdan, Dan Alistarh

CoRR, February, 2025

MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models.

Elias Frantar, Roberto L. Castro, Jiale Chen, Torsten Hoefler, Dan Alistarh

Proceedings of the 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2025

Scalable Mechanistic Neural Networks.

Jiale Chen, Dingling Yao, Adeel Pervez, Dan Alistarh, Francesco Locatello

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models.

Elias Frantar, Roberto L. Castro, Jiale Chen, Torsten Hoefler, Dan Alistarh

Dataset, November, 2024

2019

SmartWriting: Pen-Holding Gesture Recognition with Smartwatch.

Jian Zhang, Hongliang Bi, Yanjiao Chen, Jiale Chen, Zhihang Wei

Proceedings of the 2019 IEEE International Conference on Communications, 2019