Wenkai Yang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 35

Top Topics

Domain Knowledge

Labelled Training Data

Scene Understanding

Top Venues

Trans. Mach. Learn. Res.

IET Image Process.

Publications

Lean Wang, Wenkai Yang, Deli Chen, Hao Zhou, Yankai Lin, Fandong Meng, Jie Zhou, Xu Sun
Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs. ICLR (2024)
Yunzhuo Hao, Wenkai Yang, Yankai Lin
Exploring Backdoor Vulnerabilities of Chat Models. CoRR (2024)
Wenkai Yang, Xiaohan Bi, Yankai Lin, Sishuo Chen, Jie Zhou, Xu Sun
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents. CoRR (2024)
Wenkai Yang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
Decentralized Decoupled Training for Federated Long-Tailed Learning. Trans. Mach. Learn. Res. 2024 (2024)
Wenkai Yang, Shiqi Shen, Guangyao Shen, Zhi Gong, Yankai Lin
Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization. CoRR (2024)
Sishuo Chen, Wenkai Yang, Xiaohan Bi, Xu Sun
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features. CoRR (2023)
Wenkai Yang, Yankai Lin, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun
When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning. CoRR (2023)
Wenkai Yang, Ruihang Ji, Yiran Yue, Zhonghan Gu, Wanyang Shu, Shuzhi Sam Ge
Agricultural Robotic System: The Automation of Detection and Speech Control. ICSR (2) (2023)
Wenkai Yang, Wenyuan Sun, Runxaing Huang
Two Stream Scene Understanding on Graph Embedding. CoRR (2023)
Wenkai Yang, Ruihang Ji, Yuxiang Zhang, Hao Lei, Zijie Zhao
Avoidance Navigation Based on Offline Pre-Training Reinforcement Learning. CoRR (2023)
Wenkai Yang, Yankai Lin, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun
When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning. Trans. Mach. Learn. Res. 2023 (2023)
Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. CoRR (2023)
Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. ACL (Findings) (2023)
Wenkai Yang, Deli Chen, Hao Zhao, Fandong Meng, Jie Zhou, Xu Sun
Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning. CoRR (2023)
Wenkai Yang, Yankai Lin, Jie Zhou, Jirong Wen
Enabling Large Language Models to Learn from Rules. CoRR (2023)
Lean Wang, Wenkai Yang, Deli Chen, Hao Zhou, Yankai Lin, Fandong Meng, Jie Zhou, Xu Sun
Towards Codable Text Watermarking for Large Language Models. CoRR (2023)
Sishuo Chen, Wenkai Yang, Xiaohan Bi, Xu Sun
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features. EACL (Findings) (2023)
Wenkai Yang, Ruihang Ji, Yiran Yue, Zhonghan Gu, Wanyang Shu, Shuzhi Sam Ge
Agricultural Robotic System: The Automation of Detection and Speech Control. CoRR (2023)
Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun
Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks. AAAI (2022)
Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks. CoRR (2022)
Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks. EMNLP (Findings) (2022)
Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Xu Sun
Well-classified Examples are Underestimated in Classification with Deep Neural Networks. CoRR (2021)
Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. NAACL-HLT (2021)
Yan Liu, Wenkai Yang
Research on the Influence of Cultural Attraction on Tourist Satisfaction: An Empirical Analysis Based on Bootstrap Method. CIPAE (2021)
Wenkai Yang, Yunyun Dong, Qianqian Du, Yan Qiang, Kun Wu, Juanjuan Zhao, Xiaotang Yang, Muhammad Bilal Zia
Integrate domain knowledge in training multi-task cascade deep learning model for benign-malignant thyroid nodule classification on ultrasound images. Eng. Appl. Artif. Intell. 98 (2021)
Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. CoRR (2021)
Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun
RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. CoRR (2021)
Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun
RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. EMNLP (1) (2021)
Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun
Rethinking Stealthiness of Backdoor Attack against NLP Models. ACL/IJCNLP (1) (2021)
Guohua Shi, Jiawen Wang, Yan Qiang, Xiaotang Yang, Juanjuan Zhao, Rui Hao, Wenkai Yang, Qianqian Du, Ntikurako Guy-Fernand Kazihise
Knowledge-guided synthetic medical image adversarial augmentation for ultrasonography thyroid nodule classification. Comput. Methods Programs Biomed. 196 (2020)
Qianqian Du, Yan Qiang, Wenkai Yang, Yanfei Wang, Yong Ma, Muhammad Bilal Zia
DRGAN: a deep residual generative adversarial network for PET image reconstruction. IET Image Process. 14 (9) (2020)
Kun Wu, Yan Qiang, Kai Song, Xueting Ren, Wenkai Yang, Wanjun Zhang, Akbar Hussain, Yanfen Cui
Image synthesis in contrast MRI based on super resolution reconstruction with multi-refinement cycle-consistent generative adversarial networks. J. Intell. Manuf. 31 (5) (2020)
Yunyun Dong, Wenkai Yang, Jiawen Wang, Zijuan Zhao, Sanhu Wang, Qiang Cui, Yan Qiang
An improved supervoxel 3D region growing method based on PET/CT multimodal data for segmentation and reconstruction of GGNs. Multim. Tools Appl. 79 (3-4) (2020)
Wenkai Yang, Juanjuan Zhao, Yan Qiang, Xiaotang Yang, Yunyun Dong, Qianqian Du, Guohua Shi, Muhammad Bilal Zia
DScGANS: Integrate Domain Knowledge in Training Dual-Path Semi-supervised Conditional Generative Adversarial Networks and S3VM for Ultrasonography Thyroid Nodules Classification. MICCAI (4) (2019)
Yunyun Dong, Wenkai Yang, Jiawen Wang, Juanjuan Zhao, Yan Qiang, Zijuan Zhao, Ntikurako Guy-Fernand Kazihise, Yanfen Cui, Xiaotong Yang, Siyuan Liu
MLW-gcForest: a multi-weighted gcForest model towards the staging of lung adenocarcinoma based on multi-modal genetic data. BMC Bioinform. 20 (1) (2019)