Yu, Zheng

1. GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts
   2023/09/19 by Yu, Jiahao, Lin, Xingwei, Yu, Zheng +1 · 128 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
2. VL-Mamba: Exploring State Space Models for Multimodal Learning
   2024/03/20 by Yanyuan Qiao, Zheng Yu, Qiao, Yanyuan +13 · 19 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems
3. Deep Reinforcement Learning for Cost-Effective Medical Diagnosis
   2023/02/20 by Yu Zheng, Yu, Zheng, Yikuan Li +9 · 6 citations
   Computer Science · Health Professions · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
4. HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation
   2022/03/22 by Qiao, Yanyuan, Qi, Yuankai, Hong, Yicong +3 · 5 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. March in Chat: Interactive Prompting for Remote Embodied Referring Expression
   2023/08/20 by Yanyuan Qiao, Yuankai Qi, Qiao, Yanyuan +7 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems
6. Fast Sketching of Polynomial Kernels of Polynomial Degree
   2021/08/21 by Zhao Song, D.P. Woodruff, Song, Zhao +4 · 3 citations
   Computer Science · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications
7. Generalized Leverage Score Sampling for Neural Networks
   2020/09/21 by Jason D. Lee, Ruoqi Shen, Lee, Jason D. +7 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
8. VLN-PETL: Parameter-Efficient Transfer Learning for Vision-and-Language Navigation
   2023/08/20 by Yanyuan Qiao, Yu Zheng, Qiao, Yanyuan +3 · 3 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
9. On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method
   2021/02/17 by Junyu Zhang, Zhang, Junyu, Chengzhuo Ni +7 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques
10. Fast Graph Neural Tangent Kernel via Kronecker Sketching
    2021/12/04 by Shunhua Jiang, Jiang, Shunhua, Yunze Man +7 · 2 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science
11. ShadowBound: Efficient Heap Memory Protection Through Advanced Metadata Management and Customized Compiler Optimization
    2024/06/04 by Yu, Zheng, Yang, Ganxiang, Xing, Xinyu · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
12. CAMP: Compiler and Allocator-based Heap Memory Protection
    2024/06/04 by Zhenpeng Lin, Zheng Yu, Lin, Zhenpeng +9 · 2 citations
    Computer Science · #Security and Verification in Computing #Network Packet Processing and Optimization #Network Security and Intrusion Detection
13. Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability
    2022/10/15 by Zhao Song, Yitan Wang, Song, Zhao +5 · 2 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
14. Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources
    2023/09/15 by Yikuan Li, Chengsheng Mao, Li, Yikuan +11 · 1 citation
    Health Professions · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Healthcare Operations and Scheduling Optimization #Machine Learning (cs.LG)