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Wenkai Yang
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Journal Articles
- 2024
- [j8]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) - 2023
- [j7]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) - 2021
- [j6]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: 104064 (2021) - 2020
- [j5]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: 105611 (2020) - [j4]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): 1690-1700 (2020) - [j3]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): 1215-1228 (2020) - [j2]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): 2309-2338 (2020) - 2019
- [j1]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): 578:1-578:14 (2019)
Conference and Workshop Papers
- 2024
- [c11]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 - 2023
- [c10]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: 5315-5328 - [c9]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: 552-567 - [c8]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: 266-274 - 2022
- [c7]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: 9180-9189 - [c6]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: 668-683 - 2021
- [c5]Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun:
Rethinking Stealthiness of Backdoor Attack against NLP Models. ACL/IJCNLP (1) 2021: 5543-5557 - [c4]Yan Liu, Wenkai Yang:
Research on the Influence of Cultural Attraction on Tourist Satisfaction: An Empirical Analysis Based on Bootstrap Method. CIPAE 2021: 1494-1496 - [c3]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: 8365-8381 - [c2]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: 2048-2058 - 2019
- [c1]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: 558-566
Informal and Other Publications
- 2024
- [i16]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 abs/2402.11208 (2024) - [i15]Yunzhuo Hao, Wenkai Yang, Yankai Lin:
Exploring Backdoor Vulnerabilities of Chat Models. CoRR abs/2404.02406 (2024) - [i14]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 abs/2406.11431 (2024) - 2023
- [i13]Wenkai Yang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning. CoRR abs/2301.10394 (2023) - [i12]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 abs/2301.10400 (2023) - [i11]Sishuo Chen, Wenkai Yang, Xiaohan Bi, Xu Sun:
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features. CoRR abs/2301.12715 (2023) - [i10]Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun:
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. CoRR abs/2305.12449 (2023) - [i9]Wenkai Yang, Ruihang Ji, Yiran Yue, Zhonghan Gu, Wanyang Shu, Shuzhi Sam Ge:
Agricultural Robotic System: The Automation of Detection and Speech Control. CoRR abs/2307.09874 (2023) - [i8]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 abs/2307.15992 (2023) - [i7]Wenkai Yang, Ruihang Ji, Yuxiang Zhang, Hao Lei, Zijie Zhao:
Avoidance Navigation Based on Offline Pre-Training Reinforcement Learning. CoRR abs/2308.01551 (2023) - [i6]Wenkai Yang, Wenyuan Sun, Runxaing Huang:
Two Stream Scene Understanding on Graph Embedding. CoRR abs/2311.06746 (2023) - [i5]Wenkai Yang, Yankai Lin, Jie Zhou, Jirong Wen:
Enabling Large Language Models to Learn from Rules. CoRR abs/2311.08883 (2023) - 2022
- [i4]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 abs/2210.07907 (2022) - 2021
- [i3]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 abs/2103.15543 (2021) - [i2]Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Xu Sun:
Well-classified Examples are Underestimated in Classification with Deep Neural Networks. CoRR abs/2110.06537 (2021) - [i1]Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun:
RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. CoRR abs/2110.07831 (2021)
Coauthor Index
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