Sifan Zhou

~Sifan_Zhou2

8

论文总数

4.0

年均投稿

6.0

平均评分

接收情况6/8

会议分布

ICLR

5

ICML

2

NeurIPS

1

发表论文 (8 篇)

20257 篇

MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization

ICLR 2025Rejected

Point4Bit: Post Training 4-bit Quantization for Point Cloud 3D Detection

NeurIPS 2025Poster

MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance

ICML 2025Poster

RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization

ICML 2025Poster

OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting

ICLR 2025Poster

MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods

ICLR 2025Poster

I-LLM: Efficient Integer-Only Inference for Fully-Quantized Low-Bit Large Language Models

ICLR 2025Rejected

20241 篇

LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection

ICLR 2024Poster

合作者 (20)

Dawei Yang6 篇

JiangyongYu6 篇

Zhihang Yuan6 篇

Zhixuan Chen5 篇