Shuaicheng Niu · Nanyang Technological University

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Works50 from public data

TitleCited by

Efficient Test-Time Model Adaptation without Forgetting
Shuai-Cheng Niu, Jia-Xiang Wu, Yi-Fan Zhang, Yao-Fo Chen, Shijian Zheng, Pei-Lin Zhao, Mingkui Tan
arXiv · 2022
740
Towards Stable Test-Time Adaptation in Dynamic Wild World
Shuai-Cheng Niu, Jia-Xiang Wu, Yi-Fan Zhang, Zhi-Quan Wen, Yao-Fo Chen, Pei-Lin Zhao, Mingkui Tan
arXiv · 2023
617
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation
Zhen Qiu, Yifan Zhang, Hongbin Lin, Shuaicheng Niu, Yanxia Liu, Qing Du, Mingkui Tan
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence · 2021
215
Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis
Yi-Fan Zhang, Ying Wei, Qing-Yao Wu, Pei-Lin Zhao, Shuai-Cheng Niu, Jun-Zhou Huang, Mingkui Tan
IEEE Transactions on Image Processing · 2020
195
Test-Time Model Adaptation with Only Forward Passes
Shuai-Cheng Niu, Chun-Yan Miao, Guo-Hao Chen, Pengcheng Wu, Pei-Lin Zhao
arXiv · 2024
101
Towards Accurate Text-based Image Captioning with Content Diversity Exploration
Guanghui Xu, Shuai-Cheng Niu, Mingkui Tan, Yucheng Luo, Qing Du, Qi Wu
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2021
74
COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19
arXiv · 2020
54
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation
Lecture notes in computer science · 2022
52
Test-Time Model Adaptation for Visual Question Answering With Debiased Self-Supervisions
Zhi-Quan Wen, Shuai-Cheng Niu, Ge Li, Qing-Yao Wu, Mingkui Tan, Qi Wu
IEEE Transactions on Multimedia · 2023
34
Online Adaptive Asymmetric Active Learning With Limited Budgets
Yi-Fan Zhang, Pei-Lin Zhao, Shuai-Cheng Niu, Qing-Yao Wu, Jiezhang Cao, Jun-Zhou Huang, Mingkui Tan
IEEE Transactions on Knowledge and Data Engineering · 2019
33
Disturbance-immune weight sharing for neural architecture search
Shuai-Cheng Niu, Jia-Xiang Wu, Yi-Fan Zhang, Yong Guo, Pei-Lin Zhao, Jun-Zhou Huang, Mingkui Tan
Neural Networks · 2021
31
Uncertainty-Calibrated Test-Time Model Adaptation Without Forgetting
Ming-Kui Tan, Guo-Hao Chen, Jia-Xiang Wu, Yi-Fan Zhang, Yao-Fo Chen, Pei-Lin Zhao, Shuai-Cheng Niu
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2025
29
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation
Yao-Fo Chen, Shuai-Cheng Niu, Shoukai Xu, Hengjie Song, Yaowei Wang, Ming-Kui Tan
arXiv · 2024
21
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping
Tian-Yi Wang, Shuai-Cheng Niu, Harry Cheng, Xiao Zhang, Yinglong Wang
IEEE/CVF International Conference on Computer Vision (ICCV) · 2025
16
DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation
Hong-Bin Lin, Zilu Guo, Yi-Fan Zhang, Shuai-Cheng Niu, Ya-Feng Li, Ruirnao Zhang, Shu-Guang Cui, Zhen Li
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2025
16
Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning
Jingyuan Zhang, Yiyang Duan, Shuai-Cheng Niu, Yang Cao, Wei Yang Bryan Lim
arXiv · 2024
15
Exploring Motion Cues for Video Test-Time Adaptation
Run-Hao Zeng, Qi Deng, Hui-Xuan Xu, Shuai-Cheng Niu, Jian Chen
ACM International Conference on Multimedia (ACM MM) · 2023
15
Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations
Yiwen Liang, Hui Chen, Yizhe Xiong, Zihan Zhou, Mengyao Lyu, Zijia Lin, Shuai-Cheng Niu, Sicheng Zhao, +2 more
ACM International Conference on Multimedia (ACM MM) · 2025
12
Self-Bootstrapping for Versatile Test-Time Adaptation
Shuai-Cheng Niu, Guo-Hao Chen, Pei-Lin Zhao, Tianyi Wang, Pengcheng Wu, Zhi-Qi Shen
arXiv · 2025
10
MonoTTA: Fully Test-Time Adaptation for Monocular 3D Object Detection
Lecture notes in computer science · 2024
10
Multi-Stage Cross-Modality Feature Interaction for RGB-Thermal Multi-Object Tracking
Jianbo Ma, Hui Luo, Shuai-Cheng Niu, Pei-Lin Zhao, Yunfeng Liu, Yuxing Wei, Jianlin Zhang
IEEE Transactions on Circuits and Systems for Video Technology · 2025
9
Test-Time Model Adaptation for Quantized Neural Networks
Zeshuai Deng, Guo-Hao Chen, Shuai-Cheng Niu, Huiyuan Luo, Shu-Hai Zhang, Yi-Fan Yang, Ren-Jie Chen, Wei Luo, +1 more
ACM International Conference on Multimedia (ACM MM) · 2025
9
Boost Test-Time Performance with Closed-Loop Inference
Shuai-Cheng Niu, Jia-Xiang Wu, Yi-Fan Zhang, Guanghui Xu, Hao-Kun Li, Pei-Lin Zhao, Jun-Zhou Huang, Yaowei Wang, +1 more
arXiv · 2022
8
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction
neural information processing systems · 2023
6
Adapt in the Wild: Test-Time Entropy Minimization with Sharpness and Feature Regularization
Shuai-Cheng Niu, Guo-Hao Chen, De-Yu Chen, Yi-Fan Zhang, Jia-Xiang Wu, Zhi-Quan Wen, Yao-Fo Chen, Pei-Lin Zhao, +2 more
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2026
5

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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