Bingyan Liu

1. No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML
   2023/10/11 by Ziqi Zhang, Zhang, Ziqi, Chen Gong +13 · 10 citations
   Computer Science · Engineering · #Security and Verification in Computing #Adversarial Robustness in Machine Learning #Radiation Effects in Electronics
2. Recent Advances on Federated Learning: A Systematic Survey
   2023/01/03 by Bingyan Liu, Liu, Bingyan, Nuoyan Lv +5 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
3. TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning
   2021/03/02 by Bingyan Liu, Liu, Bingyan, Yifeng Cai +5 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
4. BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis
   2023/11/12 by Tingfeng Cao, Cao, Tingfeng, Chengyu Wang +9 · 2 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques
5. PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization
   2021/03/02 by Bingyan Liu, Liu, Bingyan, Yao Guo +3 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
6. Recent advances on federated learning: A systematic survey
   2024/06/11 by Bingyan Liu, Nuoyan Lv, Yuanchun Guo +1 · 1 citation
   Computer Science · #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
7. Reflex: Real-Time VLA Control through Streaming Inference
   2026/07/16 by Yuanchun Guo, Bingyan Liu
   #cs.RO