Siming Fu

According to our database, Siming Fu authored at least 32 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation.

Xiaoxiao Ma, Jiachen Lei, Tianfei Ren, Jie Huang, Siming Fu, Aiming Hao, Jiahong Wu, Xiangxiang Chu, Feng Zhao

CoRR, April, 2026

Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models.

Songchun Zhang, Zeyue Xue, Siming Fu, Jie Huang, Xianghao Kong, Y. Ma, Haoyang Huang, Nan Duan, Anyi Rao

CoRR, March, 2026

OmniForcing: Unleashing Real-time Joint Audio-Visual Generation.

Yaofeng Su, Yuming Li, Zeyue Xue, Jie Huang, Siming Fu, Haoran Li, Ying Li, Zezhong Qian, Haoyang Huang, Nan Duan

CoRR, March, 2026

SAIL: Self-Amplified Iterative Learning for Diffusion Model Alignment with Minimal Human Feedback.

Xiaoxuan He, Siming Fu, Wanli Li, Zhiyuan Li, Dacheng Yin, Kang Rong, Fengyun Rao, Bo Zhang

CoRR, February, 2026

Exchange Is All You Need for Remote Sensing Change Detection.

Sijun Dong, Siming Fu, Kaiyu Li, Xiangyong Cao, Xiaoliang Meng, Bo Du

CoRR, January, 2026

FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus.

Qiaoqiao Jin, Siming Fu, Dong She, Weinan Jia, Hualiang Wang, Mu Liu, Jidong Jiang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Disentangling Content from Style to Overcome Shortcut Learning: A Hybrid Generative-Discriminative Learning Framework.

Siming Fu, Sijun Dong, Xiaoliang Meng

CoRR, September, 2025

MOSAIC: Multi-Subject Personalized Generation via Correspondence-Aware Alignment and Disentanglement.

Dong She, Siming Fu, Mushui Liu, Qiaoqiao Jin, Hualiang Wang, Mu Liu, Jidong Jiang

CoRR, September, 2025

TempFlow-GRPO: When Timing Matters for GRPO in Flow Models.

Xiaoxuan He, Siming Fu, Yuke Zhao, Wanli Li, Jian Yang, Dacheng Yin, Fengyun Rao, Bo Zhang

CoRR, August, 2025

Beyond Cross-Temporal Difference: Style-Aligned and Fusion-Difference Learning for Change Detection.

Siming Fu, Sijun Dong, Xiaoliang Meng

IEEE Trans. Geosci. Remote. Sens., 2025

WSCDNet: A Window Structural Similarity Guided Deep Feature Recalibration Method for Remote Sensing Image Change Detection.

Siming Fu, Sijun Dong, Xiaoliang Meng

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

A Remote Sensing Image Change Detection Method Integrating Layer-Exchange and Channel-Spatial Differences.

Sijun Dong, Fangcheng Zuo, Geng Chen, Siming Fu, Xiaoliang Meng

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

SemiGMMPoint: Semi-supervised point cloud segmentation based on Gaussian mixture models.

Xianwei Zhuang, Hualiang Wang, Xiaoxuan He, Siming Fu, Haoji Hu

Pattern Recognit., 2025

LTB-Solver: Long-tailed Bias Solver for image synthesis of diffusion models.

Siming Fu, Xiaoxuan He, Haoji Hu

Neurocomputing, 2025

MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance.

Xierui Wang, Siming Fu, Qihan Huang, Wanggui He, Hao Jiang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation.

Fangxun Shu, Yue Liao, Lei Zhang, Le Zhuo, Chenning Xu, Guanghao Zhang, Haonan Shi, Long Chan, Tao Zhong, Zhelun Yu, Wanggui He, Siming Fu, Haoyuan Li, Si Liu, Hongsheng Li, Hao Jiang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

TFCustom: Customized Image Generation with Time-Aware Frequency Feature Guidance.

Mushui Liu, Dong She, Jingxuan Pang, Qihan Huang, Jiacheng Ying, Wanggui He, Yuanlei Hou, Siming Fu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation.

Qihan Huang, Siming Fu, Jinlong Liu, Hao Jiang, Yipeng Yu, Jie Song

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis.

Wanggui He, Siming Fu, Mushui Liu, Xierui Wang, Wenyi Xiao, Fangxun Shu, Yi Wang, Lei Zhang, Zhelun Yu, Haoyuan Li, Ziwei Huang, Leilei Gan, Hao Jiang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

RestorerID: Towards Tuning-Free Face Restoration with ID Preservation.

Jiacheng Ying, Mushui Liu, Zhe Wu, Runming Zhang, Zhu Yu, Siming Fu, Si-Yuan Cao, Chao Wu, Yunlong Yu, Hui-Liang Shen

CoRR, 2024

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation.

Fangxun Shu, Yue Liao, Le Zhuo, Chenning Xu, Guanghao Zhang, Haonan Shi, Long Chen, Tao Zhong, Wanggui He, Siming Fu, Haoyuan Li, Bolin Li, Zhelun Yu, Si Liu, Hongsheng Li, Hao Jiang

CoRR, 2024

MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance.

X. Wang, Siming Fu, Qihan Huang, Wanggui He, Hao Jiang

CoRR, 2024

2023

Class semantic enhancement network for semantic segmentation.

Siming Fu, Hualiang Wang, Haoji Hu, Xiaoxuan He, Yongwen Long, Jianhong Bai, Yangtao Ou, Yuanjia Huang, Mengqiu Zhou

J. Vis. Commun. Image Represent., October, 2023

AuxBranch: Binarization residual-aware network design via auxiliary branch search.

Siming Fu, Huanpeng Chu, Lu Yu, Bo Peng, Zheyang Li, Wenming Tan, Haoji Hu

Pattern Recognit., April, 2023

TrainerAgent: Customizable and Efficient Model Training through LLM-Powered Multi-Agent System.

Haoyuan Li, Hao Jiang, Tianke Zhang, Zhelun Yu, Aoxiong Yin, Hao Cheng, Siming Fu, Yuhao Zhang, Wanggui He

CoRR, 2023

Uniformly Distributed Category Prototype-Guided Vision-Language Framework for Long-Tail Recognition.

Xiaoxuan He, Siming Fu, Xinpeng Ding, Yuchen Cao, Hualiang Wang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Video Surveillance on Mobile Edge Networks: Exploiting Multi-Exit Network.

Yuchen Cao, Siming Fu, Xiaoxuan He, Haoji Hu, Hangguan Shan, Lu Yu

Proceedings of the IEEE International Conference on Communications, 2023

2022

Baseline-auxiliary Network Architecture Design Scheme to Compensate for Binarization Residual Errors.

Siming Fu, Tian Ni, Haoji Hu

Proceedings of the 6th International Conference on Video and Image Processing, 2022

Meta-BNS FOR Adversarial Data-Free Quantization.

Siming Fu, Hualiang Wang, Yuchen Cao, Haoji Hu, Bo Peng, Wenming Tan, Tingqun Ye

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Towards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-Tailed Learning.

Hualiang Wang, Siming Fu, Xiaoxuan He, Hangxiang Fang, Zuozhu Liu, Haoji Hu

Proceedings of the Computer Vision, 2022

Meta-prototype Decoupled Training for Long-Tailed Learning.

Siming Fu, Huanpeng Chu, Xiaoxuan He, Hualiang Wang, Zhenyu Yang, Haoji Hu

Proceedings of the Computer Vision - ACCV 2022, 2022

Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation.

Hualiang Wang, Huanpeng Chu, Siming Fu, Zuozhu Liu, Haoji Hu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022