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HUAWEI Computing Systems Lab

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https://huawei-csl.com
huawei-csl
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Recent Activity

pbicho  updated a collection 1 day ago
MACaQ
pbicho  updated a model 1 day ago
huawei-csl/Qwen3.6-35B-A3B-MACaQ-R-GGUF
pbicho  published a model 1 day ago
huawei-csl/Qwen3.6-35B-A3B-MACaQ-R-GGUF
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Papers

MACaQ: Fast, Model Agnostic Calibrated Quantization for Low-Precision Weights and Activations

KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks

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Lukas Cavigelli's profile picture Jay. Zhuang's profile picture Lorenz Müller's profile picture Philippe Bich's profile picture Aritra Dhar's profile picture Chiara Boretti's profile picture Emilien Guandalino's profile picture
huawei-csl 's papers 5
Submitted by
Philippe Bich
30

MACaQ: Fast, Model Agnostic Calibrated Quantization for Low-Precision Weights and Activations

huawei-csl HUAWEI Computing Systems Lab
203 2
Submitted by
Philippe Bich
61

KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks

huawei-csl HUAWEI Computing Systems Lab
520 10
Submitted by
Philippe Bich
81

SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights

huawei-csl HUAWEI Computing Systems Lab
637 6
1

Top-Theta Attention: Sparsifying Transformers by Compensated Thresholding

huawei-csl HUAWEI Computing Systems Lab
8
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Identifying and Exploiting Sparse Branch Correlations for Optimizing Branch Prediction

huawei-csl HUAWEI Computing Systems Lab
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