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Yan, Hanshu
16 publications
ICLR
2025
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance
Jiannan Huang
,
Jun Hao Liew
,
Hanshu Yan
,
Yuyang Yin
,
Yao Zhao
,
Humphrey Shi
,
Yunchao Wei
CVPR
2025
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention
Lianghui Zhu
,
Zilong Huang
,
Bencheng Liao
,
Jun Hao Liew
,
Hanshu Yan
,
Jiashi Feng
,
Xinggang Wang
ICML
2025
LightningDrag: Lightning Fast and Accurate Drag-Based Image Editing Emerging from Videos
Yujun Shi
,
Jun Hao Liew
,
Hanshu Yan
,
Vincent Tan
,
Jiashi Feng
ICLR
2024
AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models
Jiachun Pan
,
Jun Hao Liew
,
Vincent Tan
,
Jiashi Feng
,
Hanshu Yan
CVPR
2024
DragDiffusion: Harnessing Diffusion Models for Interactive Point-Based Image Editing
Yujun Shi
,
Chuhui Xue
,
Jun Hao Liew
,
Jiachun Pan
,
Hanshu Yan
,
Wenqing Zhang
,
Vincent Y. F. Tan
,
Song Bai
CVPR
2024
MagicAnimate: Temporally Consistent Human Image Animation Using Diffusion Model
Zhongcong Xu
,
Jianfeng Zhang
,
Jun Hao Liew
,
Hanshu Yan
,
Jia-Wei Liu
,
Chenxu Zhang
,
Jiashi Feng
,
Mike Zheng Shou
NeurIPS
2024
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator
Hanshu Yan
,
Xingchao Liu
,
Jiachun Pan
,
Jun Hao Liew
,
Qiang Liu
,
Jiashi Feng
ICLR
2024
Towards Enhancing Time Series Contrastive Learning: A Dynamic Bad Pair Mining Approach
Xiang Lan
,
Hanshu Yan
,
Shenda Hong
,
Mengling Feng
ICLR
2022
Efficient Sharpness-Aware Minimization for Improved Training of Neural Networks
Jiawei Du
,
Hanshu Yan
,
Jiashi Feng
,
Joey Tianyi Zhou
,
Liangli Zhen
,
Rick Siow Mong Goh
,
Vincent Tan
JMLR
2022
Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning
Haiyun He
,
Hanshu Yan
,
Vincent Y. F. Tan
NeurIPSW
2022
Pre-Training Robust Feature Extractor Against Clean-Label Data Poisoning Attacks
Ting Zhou
,
Hanshu Yan
,
Lei Liu
,
Jingfeng Zhang
,
Bo Han
IJCAI
2022
Towards Adversarially Robust Deep Image Denoising
Hanshu Yan
,
Jingfeng Zhang
,
Jiashi Feng
,
Masashi Sugiyama
,
Vincent Y. F. Tan
ICML
2021
CIFS: Improving Adversarial Robustness of CNNs via Channel-Wise Importance-Based Feature Selection
Hanshu Yan
,
Jingfeng Zhang
,
Gang Niu
,
Jiashi Feng
,
Vincent Tan
,
Masashi Sugiyama
IJCAI
2021
Modeling Trajectories with Neural Ordinary Differential Equations
Yuxuan Liang
,
Kun Ouyang
,
Hanshu Yan
,
Yiwei Wang
,
Zekun Tong
,
Roger Zimmermann
NeurIPS
2021
Towards Understanding Why Lookahead Generalizes Better than SGD and Beyond
Pan Zhou
,
Hanshu Yan
,
Xiaotong Yuan
,
Jiashi Feng
,
Shuicheng Yan
ICLR
2020
On Robustness of Neural Ordinary Differential Equations
Hanshu Yan
,
Jiawei Du
,
Vincent Y. F. Tan
,
Jiashi Feng