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Wenkai Yang
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Year
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models
W Yang, L Li, Z Zhang, X Ren, X Sun, B He
NAACL-HLT 2021, 2048–2058, 2021
1032021
Rethinking Stealthiness of Backdoor Attack against NLP Models
W Yang, Y Lin, P Li, J Zhou, X Sun
ACL-IJCNLP 2021 1, 5543–5557, 2021
722021
RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models
W Yang, Y Lin, P Li, J Zhou, X Sun
EMNLP 2021, 2021
572021
Towards Codable Text Watermarking for Large Language Models
L Wang*, W Yang*, D Chen*, H Zhou, Y Lin, F Meng, J Zhou, X Sun
ICLR 2024 (arXiv preprint arXiv:2307.15992), 2023
202023
Well-classified Examples are Underestimated in Classification with Deep Neural Networks
G Zhao, W Yang, X Ren, L Li, X Sun
AAAI 2022 (arXiv preprint arXiv:2110.06537), 2021
112021
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks
S Chen, W Yang, Z Zhang, X Bi, X Sun
Findings of EMNLP 2022 (arXiv preprint arXiv:2210.07907), 2022
102022
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features
S Chen, W Yang, X Bi, X Sun
Findings of EACL 2023 (arXiv preprint arXiv:2301.12715), 2023
62023
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter
Y Liu, X Bi, L Li, S Chen, W Yang, X Sun
Findings of ACL 2023 (arXiv preprint arXiv:2305.12449), 2023
32023
Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning
W Yang, D Chen, H Zhou, F Meng, J Zhou, X Sun
arXiv preprint arXiv:2301.10394, 2023
22023
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
W Yang, X Bi, Y Lin, S Chen, J Zhou, X Sun
arXiv preprint arXiv:2402.11208, 2024
12024
When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning
W Yang, Y Lin, G Zhao, P Li, J Zhou, X Sun
Transactions on Machine Learning Research (arXiv preprint arXiv:2301.10400), 2023
12023
Enabling Large Language Models to Learn from Rules
W Yang, Y Lin, J Zhou, J Wen
arXiv preprint arXiv:2311.08883, 2023
2023
Decentralized Decoupled Training for Federated Long-Tailed Learning
W Yang, D Chen, H Zhou, F Meng, J Zhou, X Sun
2023
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