Jiale Chen

11 papers A* 2B 1Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Accurate generation of chemical reaction transition states by conditional flow matching.
CoRR
Ping Tuo, Jiale Chen, Ju Li
2025 B conf
MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models.
PPoPP
Elias Frantar, Roberto L. Castro, Jiale Chen, Torsten Hoefler, Dan Alistarh
2025 A* conf
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations.
ICML
Andrei Panferov, Jiale Chen, Soroush Tabesh, Mahdi Nikdan, Dan Alistarh
2025 J jnl
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations.
CoRR
Andrei Panferov, Jiale Chen, Soroush Tabesh, Roberto L. Castro, Mahdi Nikdan, Dan Alistarh
2025 J jnl
Quartet: Native FP4 Training Can Be Optimal for Large Language Models.
CoRR
Roberto L. Castro, Andrei Panferov, Soroush Tabesh, Oliver Sieberling, Jiale Chen, Mahdi Nikdan, Saleh Ashkboos, Dan Alistarh
2025 A* conf
Scalable Mechanistic Neural Networks.
ICLR
Jiale Chen, Dingling Yao, Adeel Pervez, Dan Alistarh, Francesco Locatello
2025 J jnl
The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm.
CoRR
Jiale Chen, Torsten Hoefler, Dan Alistarh
2025 J jnl
WUSH: Near-Optimal Adaptive Transforms for LLM Quantization.
CoRR
Jiale Chen, Vage Egiazarian, Torsten Hoefler, Dan Alistarh
2024 J jnl
MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models.
CoRR
Elias Frantar, Roberto L. Castro, Jiale Chen, Torsten Hoefler, Dan Alistarh
2024 J jnl
Scalable Mechanistic Neural Networks.
CoRR
Jiale Chen, Dingling Yao, Adeel Pervez, Dan Alistarh, Francesco Locatello
2019 — conf
SmartWriting: Pen-Holding Gesture Recognition with Smartwatch.
ICC
Jian Zhang, Hongliang Bi, Yanjiao Chen, Jiale Chen, Zhihang Wei