Zhihang Yuan

23 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7846-0240 ↗Homepage ↗

Venues

ICCV ×4 ICML ×4 ICLR ×3 NeurIPS ×3 ACL ×2 ACM MM ×2 CVPR ×2 AAAI ×1 EMNLP ×1 ICRA ×1

Frequent coauthors

Dawei Yang

×10

Sifan Zhou

×8

Yu Wang

×7

Yuzhang Shang

×7

Guohao Dai

×6

Xing Hu

×6

Zhixuan Chen

×5

Hanling Zhang

×5

Shengen Yan

×5

Jiangyong Yu

×5

Chen Xu

×5

Zukang Xu

×5

Papers

OTARo: Once Tuning for All Precisions Toward Robust On-Device LLMs
AAAI 2026 ·
Shaoyuan Chen
,
Zhixuan Chen
,
Dawei Yang
, Zhihang Yuan,
Qiang Wu
VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models
ACL 2026 ·
Hanling Zhang
,
Yayu Zhou
,
Tongcheng Fang
, Zhihang Yuan,
Guohao Dai
,
Wanli Ouyang
,
Yu Wang
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
CVPR 2025 ·
Kai Wang
,
Mingjia Shi
,
Yukun Zhou
,
Zekai Li
, Zhihang Yuan,
Yuzhang Shang
,
Xiaojiang Peng
,
Hanwang Zhang
,
Yang You
DLFR-VAE: Dynamic Latent Frame Rate VAE for Video Generation
ACM MM 2025 · Zhihang Yuan,
Siyuan Wang
,
Yuzhang Shang
,
Hanling Zhang
,
Tongcheng Fang
,
Rui Xie
,
Shengen Yan
,
Guohao Dai
,
Yu Wang
DiTFastAttnV2: Head-Wise Attention Compression for Multi-Modality Diffusion Transformers
ICCV 2025 ·
Hanling Zhang
,
Rundong Su
, Zhihang Yuan,
Pengtao Chen
,
Mingzhu Shen
,
Yibo Fan
,
Shengen Yan
,
Guohao Dai
,
Yu Wang
Dlfr-Gen: Diffusion-Based Video Generation With Dynamic Latent Frame Rate
ICCV 2025 · Zhihang Yuan,
Rui Xie
,
Yuzhang Shang
,
Hanling Zhang
,
Siyuan Wang
,
Shengen Yan
,
Guohao Dai
,
Yu Wang
EA-Vit: Efficient Adaptation for Elastic Vision Transformer
ICCV 2025 ·
Chen Zhu
,
Wangbo Zhao
,
Huiwen Zhang
,
Yuhao Zhou
,
Weidong Tang
,
Shuo Wang
, Zhihang Yuan,
Yuzhang Shang
,
Xiaojiang Peng
,
Kai Wang
,
Dawei Yang
GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning
ACL 2025 ·
Sifan Zhou
,
Shuo Wang
, Zhihang Yuan,
Mingjia Shi
,
Yuzhang Shang
,
Dawei Yang
MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Static Quantization
ACM MM 2025 ·
Jiangyong Yu
,
Sifan Zhou
,
Dawei Yang
,
Shuoyu Li
,
Shuo Wang
,
Xing Hu
,
Chen Xu
,
Zukang Xu
,
Changyong Shu
, Zhihang Yuan
MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual Cues
ICRA 2025 ·
Zhaofeng Hu
,
Sifan Zhou
, Zhihang Yuan,
Dawei Yang
,
Shibo Zhao
,
Ci-Jyun Liang
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods
ICLR 2025 ·
Zukang Xu
,
Yuxuan Yue
,
Xing Hu
,
Dawei Yang
, Zhihang Yuan,
Zixu Jiang
,
Zhixuan Chen
,
Jiangyong Yu
,
Chen Xu
,
Sifan Zhou
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance
ICML 2025 ·
Zhixuan Chen
,
Xing Hu
,
Dawei Yang
,
Zukang Xu
,
Chen Xu
, Zhihang Yuan,
Sifan Zhou
,
Jiangyong Yu
MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design
ICML 2025 ·
Haojie Duanmu
,
Xiuhong Li
, Zhihang Yuan,
Size Zheng
,
Jiangfei Duan
,
Xingcheng Zhang
,
Dahua Lin
OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
ICLR 2025 ·
Xing Hu
,
Yuan Cheng
,
Dawei Yang
,
Zhixuan Chen
,
Zukang Xu
,
Jiangyong Yu
,
Chen Xu
, Zhihang Yuan,
Zhe Jiang
,
Sifan Zhou
PillarHist: A Quantization-aware Pillar Feature Encoder based on Height-aware Histogram
CVPR 2025 ·
Sifan Zhou
, Zhihang Yuan,
Dawei Yang
,
Xing Hu
,
Jian Qian
,
Ziyu Zhao
QuEST: Low-Bit Diffusion Model Quantization via Efficient Selective Finetuning
ICCV 2025 ·
Haoxuan Wang
,
Yuzhang Shang
, Zhihang Yuan,
Junyi Wu
,
Junchi Yan
,
Yan Yan
R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing
NeurIPS 2025 ·
Tianyu Fu
,
Yi Ge
,
Yichen You
,
Enshu Liu
, Zhihang Yuan,
Guohao Dai
,
Shengen Yan
,
Huazhong Yang
,
Yu Wang
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization
ICML 2025 ·
Chen Xu
,
Yuxuan Yue
,
Zukang Xu
,
Xing Hu
,
Jiangyong Yu
,
Zhixuan Chen
,
Sifan Zhou
, Zhihang Yuan,
Dawei Yang
SAFEx: Analyzing Vulnerabilities of MoE-Based LLMs via Stable Safety-critical Expert Identification
NeurIPS 2025 ·
Zhenglin Lai
,
Mengyao Liao
,
Bingzhe Wu
,
Dong Xu
,
Zebin Zhao
, Zhihang Yuan,
Chao Fan
,
Jianqiang Li
Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance
EMNLP 2025 ·
Songsheng Wang
,
Rucheng Yu
, Zhihang Yuan,
Chao Yu
,
Feng Gao
,
Yu Wang
,
Derek F. Wong
DiTFastAttn: Attention Compression for Diffusion Transformer Models
NeurIPS 2024 · Zhihang Yuan,
Hanling Zhang
,
Lu Pu
,
Xuefei Ning
,
Linfeng Zhang
,
Tianchen Zhao
,
Shengen Yan
,
Guohao Dai
,
Yu Wang
Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding
ICML 2024 ·
Chuanhao Sun
, Zhihang Yuan,
Kai Xu
,
Luo Mai
,
N. Siddharth
,
Shuo Chen
,
Mahesh K. Marina
PB-LLM: Partially Binarized Large Language Models
ICLR 2024 · Zhihang Yuan,
Yuzhang Shang
,
Zhen Dong