学术成果 |
在IEEE TDSC、Springer EMSE、ICLR、ICML、AAAI等安全和AI领域顶级学术期刊和会上发表多篇论文，如： [1] Ruikang Ni, Da Xiao*, Qingye Meng, Xiangyu Li, Shihui Zheng, Hongliang Liang. Benchmarking and Understanding Compositional Relational Reasoning of LLMs. AAAI 2025 (CCF-A，AI顶会) [2] Da Xiao*, Qingye Meng, Shengping Li, Xingyuan Yuan. Improving Transformers with Dynamically Composable Multi-Head Attention. International Conference on Machine Learning (ICML) 2024 oral (CCF-A，AI顶会) [1] Hongliang Liang, Xiangyu Li, Da Xiao*, Jie Liu, Yanjie Zhou, Aibo Wang, Jin Li. Generative Pre-Trained Transformer-Based Reinforcement Learning for Testing Web Application Firewalls. IEEE Transactions on Dependable and Secure Computing, 2024 21(1):309-324. (CCF-A，安全顶刊) [2] Da Xiao, Dengji Hang, Lu Ai, Shengping Li, Hongliang Liang*. Path Context Augmented Statement and Network for Learning Programs. Empirical Software Engineering, 2022, 27(37). (CCF-B) [3] Da Xiao*, Jo-yu Liao and Xingyuan Yuan. Improving the Universality and Learnability of Neural Programmer-Interpreters with Combinator Abstraction. The 6th International Conference on Learning Representations (ICLR 2018). (TH-CPL A类，AI顶会) [4] 肖达*, 杨绿茵, 孙斌, 郑世慧. 面向真实云存储环境的数据持有性证明系统. 软件学报, 2016年第27卷第9期, 2400-2413. [5] Ian J Goodfellow, Mehdi Mirza, Da Xiao, Aaron Courville, Yoshua Bengio. An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks. The 2nd International Conference on Learning Representations (ICLR 2014). (TH-CPL A类，AI顶会) [6] Da Xiao*, Yan Yang, Wenbin Yao, Chunhua Wu, Jianyi Liu, Yixian Yang. Multiple-File Remote Data Checking for cloud storage. Computers & Security, 2012, 31(2): 192–205. (CCF-B) |
