vix.ing · top · new · best · stats · spec

Yiwen Guo

  1. Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights
    2017/02/09 by Aojun Zhou, Anbang Yao, Zhou, Aojun +7 · 17 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Brain Tumor Detection and Classification
  2. Dynamic Network Surgery for Efficient DNNs
    2016/08/16 by Yiwen Guo, Anbang Yao, Guo, Yiwen +3 · 12 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning
  3. Recent Advances in Speech Language Models: A Survey
    2024/10/01 by Wenqian Cui, Cui, Wenqian, Dianzhi Yu +13 · 24 citations
    Computer Science · #Speech Recognition and Synthesis
  4. Sparse DNNs with Improved Adversarial Robustness
    2018/10/23 by Yiwen Guo, Guo, Yiwen, Chao Zhang +5 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  5. Texts as Images in Prompt Tuning for Multi-Label Image Recognition
    2022/11/23 by Zixian Guo, Bowen Dong, Guo, Zixian +9 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Text and Document Classification Technologies #Domain Adaptation and Few-Shot Learning
  6. When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture
    2022/10/14 by Yichuan Mo, Dongxian Wu, Mo, Yichuan +7 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. CFA: Class-wise Calibrated Fair Adversarial Training
    2023/03/25 by Zeming Wei, Wei, Zeming, Yifei Wang +5 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Practical No-box Adversarial Attacks against DNNs
    2020/12/04 by Qizhang Li, Yiwen Guo, Li, Qizhang +3 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  9. Improved Generation of Adversarial Examples Against Safety-aligned LLMs
    2024/05/28 by Qizhang Li, Yiwen Guo, Li, Qizhang +5 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing #Software Testing and Debugging Techniques
  10. Deep Defense: Training DNNs with Improved Adversarial Robustness
    2018/02/23 by Ziang Yan, Yan, Ziang, Yiwen Guo +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  11. UniTSyn: A Large-Scale Dataset Capable of Enhancing the Prowess of Large Language Models for Program Testing
    2024/02/04 by Yifeng He, He, Yifeng, Jiabo Huang +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Testing and Debugging Techniques #Topic Modeling
  12. Deep Discriminative Clustering Analysis
    2019/05/05 by Jianlong Chang, Chang, Jianlong, Yiwen Guo +9 · 2 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 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
  13. Learning with Noisy Labels Using Collaborative Sample Selection and Contrastive Semi-Supervised Learning
    2023/10/24 by Qing Miao, Xiaohe Wu, Miao, Qing +11 · 2 citations
    Computer Science · Engineering · #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications #Water Systems and Optimization
  14. Multi-Task Model Merging via Adaptive Weight Disentanglement
    2024/11/27 by Feng Xiong, Xiong, Feng, Cheng, Runxi +9 · 3 citations
    Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
  15. The Program Testing Ability of Large Language Models for Code
    2023/10/09 by Weimin Xiong, Xiong, Weimin, Yiwen Guo +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
  16. LLM as a Complementary Optimizer to Gradient Descent: A Case Study in Prompt Tuning
    2024/05/30 by Zixian Guo, Ming Liu, Guo, Zixian +9 · 2 citations
    Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization
  17. Deepfake Forensics via An Adversarial Game
    2021/03/25 by Zhi Wang, Yiwen Guo, Wang, Zhi +3 · 1 citation
    Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis
  18. Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems
    2021/06/30 by Zixiu Wang, Yiwen Guo, Wang, Zixiu +3 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  19. Code Representation Pre-training with Complements from Program Executions
    2023/09/04 by Jiabo Huang, Huang, Jiabo, Jianyu Zhao +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
  20. Enhancing Expressive Voice Conversion with Discrete Pitch-Conditioned Flow Matching Model
    2025/02/08 by Jialong Zuo, Shengpeng Ji, Zuo, Jialong +19 · 3 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems
  21. DualAug: Exploiting Additional Heavy Augmentation with OOD Data Rejection
    2023/10/12 by Zehao Wang, Wang, Zehao, Yiwen Guo +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
  22. Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models
    2025/02/13 by Xin Zhou, Yiwen Guo, Zhou, Xin +9 · 2 citations
    Psychology · #Artificial Intelligence (cs.AI) #Cognitive Functions and Memory #FOS: Computer and information sciences
  23. Deciphering the Chaos: Enhancing Jailbreak Attacks via Adversarial Prompt Translation
    2024/10/15 by Qizhang Li, Li, Qizhang, Xiaochen Yang +5 · 1 citation
    Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Forensic Fingerprint Detection Methods #Machine Learning (cs.LG)
  24. EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World
    2026/07/19 by Qing Zong, Yue Guo, Mengxin Yang +2
    #cs.CL