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wenhua cheng's picture
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wenhua cheng

wenhuach
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  • wenhuach21

AI & ML interests

Model Compression, CV

Recent Activity

upvoted an article 1 day ago
Fixing Gradient Accumulation
liked a model 1 day ago
Intel/Qwen3-VL-30B-A3B-Instruct-int4-AutoRound
updated a model 1 day ago
Intel/Qwen3-VL-30B-A3B-Instruct-int4-AutoRound
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Intel's profile picture Need4Speed's profile picture Qwen's profile picture

authored a paper about 1 month ago

SignRoundV2: Closing the Performance Gap in Extremely Low-Bit Post-Training Quantization for LLMs

Paper β€’ 2512.04746 β€’ Published Dec 4, 2025 β€’ 13
authored a paper about 2 years ago

TEQ: Trainable Equivalent Transformation for Quantization of LLMs

Paper β€’ 2310.10944 β€’ Published Oct 17, 2023 β€’ 10
authored a paper over 2 years ago

Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs

Paper β€’ 2309.05516 β€’ Published Sep 11, 2023 β€’ 10
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