Zukang Xu - RankMe

15 papers A* 5Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	KBVQ-MoE: KLT-guided SVD with Bias-Corrected Vector Quantization for MoE Large Language Models. CoRR Zukang Xu, Zhixiong Zhao, Xing Hu, Zhixuan Chen, Dawei Yang
2026	J	`jnl`	SAES-SVD: Self-Adaptive Suppression of Accumulated and Local Errors for SVD-based LLM Compression. CoRR Xing Hu, Dawei Yang, Yuan Cheng, Zhixuan Chen, Zukang Xu
2025	J	`jnl`	MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization. CoRR Jiangyong Yu, Sifan Zhou, Dawei Yang, Shuo Wang, Shuoyu Li, Xing Hu, Chen Xu, Zukang Xu, Changyong Shu, Zhihang Yuan
2025	A*	`conf`	MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Static Quantization. ACM Multimedia Jiangyong Yu, Sifan Zhou, Dawei Yang, Shuoyu Li, Shuo Wang, Xing Hu, Chen Xu, Zukang Xu, Changyong Shu, Zhihang Yuan
2025	A*	`conf`	MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods. ICLR Zukang Xu, Yuxuan Yue, Xing Hu, Dawei Yang, Zhihang Yuan, Zixu Jiang, Zhixuan Chen, Jiangyong Yu, Chen Xu, Sifan Zhou
2025	J	`jnl`	MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods. CoRR Zukang Xu, Yuxuan Yue, Xing Hu, Zhihang Yuan, Zixu Jiang, Zhixuan Chen, Jiangyong Yu, Chen Xu, Sifan Zhou, Dawei Yang
2025	A*	`conf`	MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance. ICML Zhixuan Chen, Xing Hu, Dawei Yang, Zukang Xu, Chen Xu, Zhihang Yuan, Sifan Zhou, Jiangyong Yu
2025	J	`jnl`	MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance. CoRR Xing Hu, Zhixuan Chen, Dawei Yang, Zukang Xu, Chen Xu, Zhihang Yuan, Sifan Zhou, Jiangyong Yu
2025	A*	`conf`	OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting. ICLR Xing Hu, Yuan Cheng, Dawei Yang, Zhixuan Chen, Zukang Xu, Jiangyong Yu, Chen Xu, Zhihang Yuan, Zhe Jiang, Sifan Zhou
2025	J	`jnl`	OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting. CoRR Xing Hu, Yuan Cheng, Dawei Yang, Zukang Xu, Zhihang Yuan, Jiangyong Yu, Chen Xu, Zhe Jiang, Sifan Zhou
2025	J	`jnl`	PCDVQ: Enhancing Vector Quantization for Large Language Models via Polar Coordinate Decoupling. CoRR Yuxuan Yue, Zukang Xu, Zhihang Yuan, Dawei Yang, Jianlong Wu, Liqiang Nie
2025	J	`jnl`	RSAVQ: Riemannian Sensitivity-Aware Vector Quantization for Large Language Models. CoRR Zukang Xu, Xing Hu, Qiang Wu, Dawei Yang
2025	A*	`conf`	RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization. ICML Chen Xu, Yuxuan Yue, Zukang Xu, Xing Hu, Jiangyong Yu, Zhixuan Chen, Sifan Zhou, Zhihang Yuan, Dawei Yang
2025	J	`jnl`	RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization. CoRR Chen Xu, Yuxuan Yue, Zukang Xu, Xing Hu, Jiangyong Yu, Zhixuan Chen, Sifan Zhou, Zhihang Yuan, Dawei Yang
1995	J	`jnl`	Complete 3D boundary representation from multiple range images: exploiting geometric constraints. Robotica Kamal Gupta, Zukang Xu