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Collaborations and top research areas from the last five years
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CodeBC: A more secure large language model for smart contract code generation in blockchain
Wang, L., Zhang, H., Zhang, Q., Wang, Z., Zheng, H., Dong, J. & Zheng, Z., 1 Aug 2026, In: Neurocomputing. 688, 133741.Research output: Contribution to journal › Article › peer-review
Open Access -
FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models
Zhang, Z., Zhang, H., Li, W., Zhang, Q., Dong, J., Tong, Y. & Zheng, Z., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 34 ed. Association for the Advancement of Artificial Intelligence, p. 28680-28688 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 34).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation
Zhang, S., Wang, L., Zhang, H., Wang, Z., Wen, S. & Zheng, Z., 2025, EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). Association for Computational Linguistics (ACL), p. 5237-5246 10 p. (EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning
Wang, Y., Zhang, H., Wen, S., Qiu, W. & Guo, B., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 24, p. 25443-25451 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access3 Link opens in a new tab Scopus citations -
Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models
Chen, J., Zhang, H., Sun, F., Zhang, Q., Wen, S., Wang, Z. & Zheng, Z., 2025, EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). Association for Computational Linguistics (ACL), p. 3348-3365 18 p. (EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review