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Zhixiong Zhao

CoS-VQ: Coordinated Shared-Scale Vector Quantization for Large Language Models
2026 · Xu, Zukang, Zhao, Zhixiong, et al. · arXiv (Cornell University)
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LoopQuant: Accurate and Efficient Post-Training Quantization for Looped Transformers
2026 · Zhao, Zhixiong, Xu, Zukang, et al. · arXiv (Cornell University)
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ACE: Adaptive Calibration-Free Expert Skipping for MoE-based LLMs
2026 · Xu, Zukang, Zhao, Zhixiong, et al. · arXiv (Cornell University)
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BWLA: Breaking the Barrier of W1AX Post-Training Quantization for LLMs
2026 · Zhao, Zhixiong, Xu, Zukang, et al. · arXiv (Cornell University)
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MoBiE: Efficient Inference of Mixture of Binary Experts under Post-Training Quantization
2026 · Zhao, Zhixiong, Xu, Zukang, et al. · arXiv (Cornell University)
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SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization
2026 · Zhixiong Zhao, Fangxin Liu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence
KBVQ-MoE: KLT-guided SVD with Bias-Corrected Vector Quantization for MoE Large Language Models
2026 · Xu, Zukang, Zhao, Zhixiong, et al. · arXiv (Cornell University)
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BWLA: Breaking the Barrier of W1AX Post-Training Quantization for LLMs
2026 · Zhixiong Zhao, Zukang Xu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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All for 1-Bit: Towards Genuine 1-Bit Post-Training Quantization for LLMs
2026 · Zhixiong Zhao, Zukang Xu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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An FPGA-based hardware accelerator design for quantitative transformer
2025 · Zhao, Zhixiong · DR-NTU (Nanyang Technological University)
Works count: 10
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