Wang, Junxiao
- PMR: Prototypical Modal Rebalance for Multimodal Learning
2022/11/14 by Yunfeng Fan, Wenchao Xu, Fan, Yunfeng +7 · 27 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech and Audio Processing #Text and Document Classification Technologies
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models -- Federated Learning in Age of Foundation Model
2022/08/24 by Guo, Tao, Guo, Song, Wang, Junxiao +1 · 21 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Federated Unlearning via Class-Discriminative Pruning
2021/10/22 by Junxiao Wang, Wang, Junxiao, Song Guo +5 · 14 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- A Survey on Gradient Inversion: Attacks, Defenses and Future Directions
2022/06/15 by Rui Zhang, Zhang, Rui, Song Guo +7 · 6 citations
Computer Science · Engineering · Medicine · #Adversarial Robustness in Machine Learning #Boron Compounds in Chemistry #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG)
- FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers
2022/11/15 by Jinyu Chen, Chen, Jinyu, Wenchao Xu +9 · 3 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality
2024/05/16 by Jiahuan Pei, Irene Viola, Pei, Jiahuan +21 · 4 citations
Computer Science · #Augmented Reality Applications
- MagicGeo: Training-Free Text-Guided Geometric Diagram Generation
2025/02/19 by Wang, Junxiao, Zhang, Ting, Yu, Heng +2 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations
2022/02/27 by Guo, Tao, Guo, Song, Zhang, Jiewei +2 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ZO2: Scalable Zeroth-Order Fine-Tuning for Extremely Large Language Models with Limited GPU Memory
2025/03/16 by Wang, Liangyu, Ren, Jie, Xu, Hang +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF)
- Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment
2025/07/07 by Pei, Jiahuan, Ye, Fanghua, Sun, Xin +3 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences