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 Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |
 Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability InformationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 |
 Zero-shot Quantization: A Comprehensive SurveyInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 |
 The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving SystemsIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 |
 Accurate Retraining-free Pruning for Pretrained Encoder-based Language
ModelsInternational Conference on Learning Representations (ICLR), 2023 |
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