Yang, Wenkai

1. Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
   2024/02/17 by Wenkai Yang, Xiaohan Bi, Yang, Wenkai +9 · 31 citations
   Computer Science · #Advanced Malware Detection Techniques #Digital and Cyber Forensics #Blockchain Technology Applications and Security
2. RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models
   2021/10/15 by Wenkai Yang, Yankai Lin, Yang, Wenkai +7 · 14 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Topic Modeling
3. Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
   2025/02/25 by Yang, Wenkai, Ma, Shuming, Lin, Yankai +1 · 22 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Towards Codable Watermarking for Injecting Multi-bits Information to LLMs
   2023/07/29 by Lean Wang, Wang, Lean, Wenkai Yang +13 · 9 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #Computation and Language (cs.CL) #Digital Media Forensic Detection #FOS: Computer and information sciences #Video Coding and Compression Technologies
5. Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models
   2021/03/29 by Wenkai Yang, Yang, Wenkai, Lei Li +9 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
6. Room-temperature continuous-wave pumped exciton polariton condensation in a perovskite microcavity
   2023/11/21 by Jiepeng Song, Sanjib Ghosh, Song, Jiepeng +25 · 3 citations
   Physics and Astronomy · Engineering · #Strong Light-Matter Interactions #Thermal Radiation and Cooling Technologies
7. Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization
   2024/06/17 by Yang, Wenkai, Shen, Shiqi, Shen, Guangyao +5 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. Exploring Backdoor Vulnerabilities of Chat Models
   2024/04/03 by Yunzhuo Hao, Wenkai Yang, Hao, Yunzhuo +3 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Security and Verification in Computing #Web Application Security Vulnerabilities
9. The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration
   2025/02/03 by Yao, Wei, Yang, Wenkai, Xu, Gengze +3 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. DeepCritic: Deliberate Critique with Large Language Models
    2025/05/01 by Yang, Wenkai, Chen, Jingwen, Lin, Yankai +1 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL
    2025/02/16 by Wei Yao, Wenkai Yang, Yao, Wei +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
12. Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features
    2023/01/30 by Chen, Sishuo, Yang, Wenkai, Bi, Xiaohan +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks
    2022/10/14 by Chen, Sishuo, Yang, Wenkai, Zhang, Zhiyuan +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
14. Distilling Rule-based Knowledge into Large Language Models
    2023/11/15 by Yang, Wenkai, Lin, Yankai, Zhou, Jie +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
15. Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter
    2023/05/21 by Liu, Yi, Bi, Xiaohan, Li, Lei +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
16. Learning to Focus: Causal Attention Distillation via Gradient-Guided Token Pruning
    2025/06/09 by Guo, Yiju, Yang, Wenkai, Sun, Zexu +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
17. On Weak-to-Strong Generalization and f-Divergence
    2025/06/03 by Wei Yao, Gengze Xu, Yao, Wei +11 · 1 citation
    Computer Science · Decision Sciences · Mathematics · #Approximation Theory and Sequence Spaces #FOS: Computer and information sciences #Fuzzy and Soft Set Theory #Machine Learning (cs.LG) #Optimization and Variational Analysis
18. H3DE-Net: Efficient and Accurate 3D Landmark Detection in Medical Imaging
    2025/02/20 by Zhen Huang, Huang, Zhen, Ronghao Xu +13 · 1 citation
    Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis