Xiangguo Zhang

4 papers · 2021–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AAAI (1) CVPR (1) EMNLP (1) NeurIPS (1)

Top co-authors

Ruihao Gong (4) Xianglong Liu (4) Xiuying Wei (3) Yuhang Li (2) Fengwei Yu (2) Yunchen Zhang (2) Qi Zhang (2) Qinghua Yan (1) Jinyang Guo (1) Haotong Qin (1)

Research topics

Deep Learning (4) Machine Learning (4) Application Areas (4) Optimization & Theory · Deep Learning (3) Artificial Intelligence (2) Core AI (2) Optimization & Theory · Machine Learning (2) Computer Vision (1) Architectures (1) Domain-Specific (1) Models (1) Techniques (1)

Keywords

post-training quantization (4) model compression (3) lane detection (1) autonomous driving (1) synthetic data (1) layer normalization (1) activation outlier (1) outlier suppression (1) data-free quantization (1) large language model (1) semantic sensitivity (1) transformer quantization (1) channel-wise scaling (1) neural network quantization (1) token-wise clipping (1) batch normalization (1)

Papers

Selective Focus: Investigating Semantics Sensitivity in Post-training Quantization for Lane Detection AAAI 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 NeurIPS 2022 Diversifying Sample Generation for Accurate Data-Free Quantization CVPR 2021