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Yunchen Zhang

4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

EMNLP (2) ECCV (1) NIPS (1)

Top co-authors

Ruihao Gong (3) Xianglong Liu (3) Xiuying Wei (2) Xiangguo Zhang (2) Erkang Chen (1) Mingchao Jiang (1) Liang Chen (1) Fengwei Yu (1) Shanghang Zhang (1) Tian Ye (1)

Keywords

large language model (2) post-training quantization (2) model compression (2) mixed precision (1) activation outlier (1) outlier suppression (1) transformer quantization (1) channel-wise scaling (1) compression toolkit (1) token-wise clipping (1) model quantization (1) layer normalization (1)

Papers

LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit EMNLP 2024 Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling EMNLP 2023 Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models NIPS 2022 Perceiving and Modeling Density for Image Dehazing ECCV 2022