Junyi Yang

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Distributed Systems & Hardware (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

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Shuai Dong (1)Biyan Zhou (1)Hongyang Shang (1)G. Datta (1)

Papers (1)

Mar 11, 2026

Shuai Dong +55d ago

In-Memory ADC-Based Nonlinear Activation Quantization for Efficient In-Memory Computing

By intelligently suppressing boundary outliers before quantization, BS-KMQ slashes quantization error by 3x and boosts energy efficiency by 24x in in-memory computing.

Shuai Dong, Junyi Yang, Biyan Zhou +3

Distributed Systems & Hardware Inference & Quantization Training Efficiency & Optimization

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Junyi Yang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)