Yuzhang Shang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 33

Top Topics

Diffusion Models

Mutual Information Maximization

Lipschitz Continuity

Top Venues

Publications

Zhihang Yuan, Yuzhang Shang, Yang Zhou, Zhen Dong, Zhe Zhou, Chenhao Xue, Bingzhe Wu, Zhikai Li, Qingyi Gu, Yong Jae Lee, Yan Yan, Beidi Chen, Guangyu Sun, Kurt Keutzer
LLM Inference Unveiled: Survey and Roofline Model Insights. CoRR (2024)
Junyi Wu, Haoxuan Wang, Yuzhang Shang, Mubarak Shah, Yan Yan
PTQ4DiT: Post-training Quantization for Diffusion Transformers. CoRR (2024)
Zhixing Hou, Yuzhang Shang, Yan Yan
FBPT: A Fully Binary Point Transformer. ICRA (2024)
Bin Duan, Yuzhang Shang, Dawen Cai, Yan Yan
Online Multi-spectral Neuron Tracing. CoRR (2024)
Haoxuan Wang, Yuzhang Shang, Zhihang Yuan, Junyi Wu, Yan Yan
QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning. CoRR (2024)
Kai Wang, Yukun Zhou, Mingjia Shi, Zhihang Yuan, Yuzhang Shang, Xiaojiang Peng, Hanwang Zhang, Yang You
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training. CoRR (2024)
Yuzhang Shang, Dan Xu, Gaowen Liu, Ramana Rao Kompella, Yan Yan
Efficient Multitask Dense Predictor via Binarization. CoRR (2024)
Zhenghao Zhao, Yuzhang Shang, Junyi Wu, Yan Yan
Dataset Quantization with Active Learning based Adaptive Sampling. CoRR (2024)
Yuzhang Shang, Mu Cai, Bingxin Xu, Yong Jae Lee, Yan Yan
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models. CoRR (2024)
Jianyuan Ni, Hao Tang, Yuzhang Shang, Bin Duan, Yan Yan
Adaptive Cross-Architecture Mutual Knowledge Distillation. FG (2024)
Zhixing Hou, Yuzhang Shang, Yan Yan
FBPT: A Fully Binary Point Transformer. CoRR (2024)
Zhenghao Zhao, Ye Zhu, Xiaoguang Zhu, Yuzhang Shang, Yan Yan
Supplementing Missing Visions Via Dialog for Scene Graph Generations. ICASSP (2024)
Zhihang Yuan, Yuzhang Shang, Zhen Dong
PB-LLM: Partially Binarized Large Language Models. ICLR (2024)
Zhixing Hou, Yuzhang Shang, Tian Gao, Yan Yan
BPT: Binary Point Cloud Transformer for Place Recognition. CoRR (2023)
Yuzhang Shang, Zhihang Yuan, Qiang Wu, Zhen Dong
PB-LLM: Partially Binarized Large Language Models. CoRR (2023)
Gaowen Liu, Yuzhang Shang, Yuguang Yao, Ramana Kompella
Network Specialization via Feature-level Knowledge Distillation. CVPR Workshops (2023)
Zhihang Yuan, Yuzhang Shang, Yue Song, Qiang Wu, Yan Yan, Guangyu Sun
ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models. CoRR (2023)
Yuzhang Shang, Bingxin Xu, Gaowen Liu, Ramana Rao Kompella, Yan Yan
Causal-DFQ: Causality Guided Data-free Network Quantization. ICCV (2023)
Zhihang Yuan, Lin Niu, Jiawei Liu, Wenyu Liu, Xinggang Wang, Yuzhang Shang, Guangyu Sun, Qiang Wu, Jiaxiang Wu, Bingzhe Wu
RPTQ: Reorder-based Post-training Quantization for Large Language Models. CoRR (2023)
Yuzhang Shang, Zhihang Yuan, Bin Xie, Bingzhe Wu, Yan Yan
Post-Training Quantization on Diffusion Models. CVPR (2023)
Yuzhang Shang, Zhihang Yuan, Yan Yan
MIM4DD: Mutual Information Maximization for Dataset Distillation. NeurIPS (2023)
Yuzhang Shang, Bingxin Xu, Gaowen Liu, Ramana Kompella, Yan Yan
Causal-DFQ: Causality Guided Data-free Network Quantization. CoRR (2023)
Yuzhang Shang, Zhihang Yuan, Yan Yan
MIM4DD: Mutual Information Maximization for Dataset Distillation. CoRR (2023)
Yuzhang Shang, Zhihang Yuan, Bin Xie, Bingzhe Wu, Yan Yan
Post-training Quantization on Diffusion Models. CoRR (2022)
Ye Zhu, Xiaoguang Zhu, Yuzhang Shang, Zhenghao Zhao, Yan Yan
Supplementing Missing Visions via Dialog for Scene Graph Generations. CoRR (2022)
Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan
Win the Lottery Ticket via Fourier Analysis: Frequencies Guided Network Pruning. CoRR (2022)
Yuzhang Shang, Dan Xu, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan
Lipschitz Continuity Retained Binary Neural Network. ECCV (11) (2022)
Yuzhang Shang, Dan Xu, Ziliang Zong, Liqiang Nie, Yan Yan
Network Binarization via Contrastive Learning. CoRR (2022)
Yuzhang Shang, Dan Xu, Ziliang Zong, Liqiang Nie, Yan Yan
Network Binarization via Contrastive Learning. ECCV (11) (2022)
Yuzhang Shang, Dan Xu, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan
Lipschitz Continuity Retained Binary Neural Network. CoRR (2022)
Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan
Win The Lottery Ticket Via Fourier Analysis: Frequencies Guided Network Pruning. ICASSP (2022)
Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan
Lipschitz Continuity Guided Knowledge Distillation. ICCV (2021)
Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan
Lipschitz Continuity Guided Knowledge Distillation. CoRR (2021)