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2020 – today
- 2025
[c2]Xing Hu, Yuan Cheng, Dawei Yang, Zhixuan Chen, Zukang Xu, Jiangyong Yu, Chen Xu, Zhihang Yuan, Zhe Jiang, Sifan Zhou:
OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting. ICLR 2025- [c1]Zukang Xu, Yuxuan Yue, Xing Hu, Dawei Yang, Zhihang Yuan, Zixu Jiang, Zhixuan Chen, Jiangyong Yu, Chen Xu, Sifan Zhou:
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods. ICLR 2025 - [i7]Zukang Xu, Yuxuan Yue, Xing Hu, Zhihang Yuan, Zixu Jiang, Zhixuan Chen, Jiangyong Yu, Chen Xu, Sifan Zhou, Dawei Yang:
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods. CoRR abs/2501.13484 (2025) - [i6]Xing Hu, Yuan Cheng, Dawei Yang, Zukang Xu, Zhihang Yuan, Jiangyong Yu
, Chen Xu, Zhe Jiang, Sifan Zhou:
OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting. CoRR abs/2501.13987 (2025) - [i5]Jiangyong Yu, Sifan Zhou, Dawei Yang, Shuo Wang, Shuoyu Li, Xing Hu, Chen Xu, Zukang Xu, Changyong Shu, Zhihang Yuan:
MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization. CoRR abs/2502.00425 (2025) - [i4]Chen Xu, Yuxuan Yue, Zukang Xu, Xing Hu, Jiangyong Yu, Zhixuan Chen, Sifan Zhou, Zhihang Yuan, Dawei Yang:
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization. CoRR abs/2505.03803 (2025) - [i3]Xing Hu, Zhixuan Chen, Dawei Yang, Zukang Xu, Chen Xu, Zhihang Yuan, Sifan Zhou, Jiangyong Yu:
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance. CoRR abs/2505.03804 (2025) - [i2]Yuxuan Yue, Zukang Xu, Zhihang Yuan, Dawei Yang, Jianlong Wu, Liqiang Nie:
PCDVQ: Enhancing Vector Quantization for Large Language Models via Polar Coordinate Decoupling. CoRR abs/2506.05432 (2025) - [i1]Zukang Xu, Xing Hu, Qiang Wu, Dawei Yang:
RSAVQ: Riemannian Sensitivity-Aware Vector Quantization for Large Language Models. CoRR abs/2510.01240 (2025)
1990 – 1999
- 1995
- [j1]Kamal Gupta, Zukang Xu:
Complete 3D boundary representation from multiple range images: exploiting geometric constraints. Robotica 13(4): 339-349 (1995)
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