Songhua Liu · National University of Singapore

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Academic lineage

Traced back 39 generations →

Advisors

Wang Xinchao
PhD advisor · until 2025 · National University of Singapore
From a thesis record ↗

Works54 from public data

TitleCited by

AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer
Song-Hua Liu, Tianwei Lin, Dong-Liang He, Fu Li, Meiling Wang, Xin Li, Zheng-Xing Sun, Qian Li, +1 more
IEEE/CVF International Conference on Computer Vision (ICCV) · 2021
456
OminiControl: Minimal and Universal Control for Diffusion Transformer
Zhen-Xiong Tan, Song-Hua Liu, Xingyi Yang, Qiaochu Xue, Xin-Chao Wang
IEEE/CVF International Conference on Computer Vision (ICCV) · 2025
386
Dataset Distillation: A Comprehensive Review
Ruonan Yu, Song-Hua Liu, Xinchao Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023
213
Dataset Distillation via Factorization
Song-Hua Liu, Kai Wang, Xingyi Yang, Jingwen Ye, Xinchao Wang
arXiv · 2022
190
Deep Model Reassembly
Xingyi Yang, Zhou Daquan, Song-Hua Liu, Jingwen Ye, Xinchao Wang
arXiv · 2022
162
Paint Transformer: Feed Forward Neural Painting with Stroke Prediction
Song-Hua Liu, Tianwei Lin, Dong-Liang He, Fu Li, Rui Deng, Xin Li, Er-Rui Ding, Hao Wang
IEEE/CVF International Conference on Computer Vision (ICCV) · 2021
112
SG-Former: Self-guided Transformer with Evolving Token Reallocation
Sucheng Ren, Xingyi Yang, Song-Hua Liu, Xinchao Wang
IEEE/CVF International Conference on Computer Vision (ICCV) · 2023
78
NTIRE 2023 Image Shadow Removal Challenge Report
Florin-Alexandru Vasluianu, Tim Seizinger, R. Timofte, Shuhao Cui, Jun-Shi Huang, Shu-Man Tian, Ming-Yuan Fan, Jia-Qi Zhang, +22 more
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2023
52
LinFusion: 1 GPU, 1 Minute, 16K Image
Song-Hua Liu, Wei-Hao Yu, Zhen-Xiong Tan, Xin-Chao Wang
arXiv · 2024
47
Slimmable Dataset Condensation
Song-Hua Liu, Jingwen Ye, Runpeng Yu, Xinchao Wang
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2023
47
NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results
Long-Guang Wang, Yulan Guo, Ying-Qian Wang, Juncheng Li, Shu-Hang Gu, R. Timofte, Ming-Hui Cheng, Haoyu Ma, +22 more
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2023
39
Distribution Shift Inversion for Out-of-Distribution Prediction
Runpeng Yu, Song-Hua Liu, Xingyi Yang, Xinchao Wang
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2023
34
Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer
Hao Tang, Song-Hua Liu, Tianwei Lin, Shaoli Huang, Fu Li, Dong-Liang He, Xinchao Wang
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2023
29
NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report
C. Ancuti, Cosmin Ancuți, Florin-Alexandru Vasluianu, R. Timofte, Han Zhou, Wei Dong, Yangyi Liu, Jun Chen, +22 more
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2023
29
DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation
Lecture notes in computer science · 2022
29
Lens-to-Lens Bokeh Effect Transformation. NTIRE 2023 Challenge Report
Marcos V. Conde, Manuel Kolmet, Tim Seizinger, Tom E. Bishop, R. Timofte, Xiang-Yu Kong, Da-Feng Zhang, Jin-Long Wu, +22 more
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2023
27
Learning with Recoverable Forgetting
Lecture notes in computer science · 2022
26
Any-to-Any Style Transfer: Making Picasso and Da Vinci Collaborate
Song-Hua Liu, Jingwen Ye, Xinchao Wang
arXiv · 2023
22
Teddy: Efficient Large-Scale Dataset Distillation via Taylor-Approximated Matching
Ruonan Yu, Song-Hua Liu, Jingwen Ye, Xinchao Wang
Lecture notes in computer science · 2024
17
Partial Network Cloning
Jingwen Ye, Song-Hua Liu, Xinchao Wang
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2023
17
Few-Shot Dataset Distillation via Translative Pre-Training
Song-Hua Liu, Xinchao Wang
IEEE/CVF International Conference on Computer Vision (ICCV) · 2023
15
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization
Song-Hua Liu, Xin Jin, Xing-Yi Yang, Jingwen Ye, Xinchao Wang
arXiv · 2024
11
A high-throughput routing metric for multi-hop Ad hoc networks based on real time testbed
Songhua Liu, Muqing Wu, Chuanfeng Chen, Bo Lv, Simu Li
2013 IEEE International Conference of IEEE Region 10 (TENCON 2013) · 2013
11
Mutual-Modality Adversarial Attack with Semantic Perturbation
Proceedings of the AAAI Conference on Artificial Intelligence · 2024
9
Enhanced social emotional optimisation algorithm with generalised opposition-based learning
Zhaolu Guo, Xue-Zhi Yue, Kejun Zhang, Chang-Shou Deng, Song-Hua Liu
International Journal of Computing Science and Mathematics · 2015
9

Show all 54 works

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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