Niu, Shuaicheng

17 publications

ICML 2025 DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation Yunbei Zhang, Akshay Mehra, Shuaicheng Niu, Jihun Hamm

CVPR 2025 DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation Hongbin Lin, Zilu Guo, Yifan Zhang, Shuaicheng Niu, Yafeng Li, Ruimao Zhang, Shuguang Cui, Zhen Li

ICLR 2025 Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning Jingyuan Zhang, Yiyang Duan, Shuaicheng Niu, Yang Cao, Wei Yang Bryan Lim

AAAI 2025 Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers Qi Deng, Shuaicheng Niu, Ronghao Zhang, Yaofo Chen, Runhao Zeng, Jian Chen, Xiping Hu

ICCV 2025 NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping Tianyi Wang, Shuaicheng Niu, Harry Cheng, Xiao Zhang, Yinglong Wang

ICML 2025 Self-Bootstrapping for Versatile Test-Time Adaptation Shuaicheng Niu, Guohao Chen, Peilin Zhao, Tianyi Wang, Pengcheng Wu, Zhiqi Shen

NeurIPS 2024 Cross-Device Collaborative Test-Time Adaptation Guohao Chen, Shuaicheng Niu, Deyu Chen, Shuhai Zhang, Changsheng Li, Yuanqing Li, Mingkui Tan

ECCV 2024 MonoTTA: Fully Test-Time Adaptation for Monocular 3D Object Detection Hongbin Lin, Yifan Zhang, Shuaicheng Niu, Shuguang Cui, Zhen Li

ICML 2024 Test-Time Model Adaptation with Only Forward Passes Shuaicheng Niu, Chunyan Miao, Guohao Chen, Pengcheng Wu, Peilin Zhao

ICLR 2024 Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation Yaofo Chen, Shuaicheng Niu, Yaowei Wang, Shoukai Xu, Hengjie Song, Mingkui Tan

NeurIPS 2023 Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction Zeshuai Deng, Zhuokun Chen, Shuaicheng Niu, Thomas Li, Bohan Zhuang, Mingkui Tan

ICLR 2023 Towards Stable Test-Time Adaptation in Dynamic Wild World Shuaicheng Niu, Jiaxiang Wu, Yifan Zhang, Zhiquan Wen, Yaofo Chen, Peilin Zhao, Mingkui Tan

ICML 2022 Efficient Test-Time Model Adaptation Without Forgetting Shuaicheng Niu, Jiaxiang Wu, Yifan Zhang, Yaofo Chen, Shijian Zheng, Peilin Zhao, Mingkui Tan

ECCV 2022 Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation Hongbin Lin, Yifan Zhang, Zhen Qiu, Shuaicheng Niu, Chuang Gan, Yanxia Liu, Mingkui Tan

ICML 2021 AdaXpert: Adapting Neural Architecture for Growing Data Shuaicheng Niu, Jiaxiang Wu, Guanghui Xu, Yifan Zhang, Yong Guo, Peilin Zhao, Peng Wang, Mingkui Tan

IJCAI 2021 Source-Free Domain Adaptation via Avatar Prototype Generation and Adaptation Zhen Qiu, Yifan Zhang, Hongbin Lin, Shuaicheng Niu, Yanxia Liu, Qing Du, Mingkui Tan

CVPR 2021 Towards Accurate Text-Based Image Captioning with Content Diversity Exploration Guanghui Xu, Shuaicheng Niu, Mingkui Tan, Yucheng Luo, Qing Du, Qi Wu