| 2025 | CCS | Combating Concept Drift with Explanatory Detection and Adaptation for Android Malware Classification. | Yiling He, Junchi Lei, Zhan Qin, Kui Ren, Chun Chen |
| 2025 | ISSTA | On Benchmarking Code LLMs for Android Malware Analysis. | Yiling He, Hongyu She, Xingzhi Qian, Xinran Zheng, Zhuo Chen, Zhan Qin, Lorenzo Cavallaro |
| 2025 | IWQoS | Distilling Benign Knowledge with Fine-Grained AST Fragments for Precise Real-World Web Shell Detection. | Mingzhe Gao, Ligeng Chen, Yiling He, Yuhang Chen, Lingyun Ying, Wang Yang |
| 2025 | NDSS | Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution. | Shuo Shao, Yiming Li, Hongwei Yao, Yiling He, Zhan Qin, Kui Ren |
| 2025 | SP | LAMD: Context-Driven Android Malware Detection and Classification with LLMs. | Xingzhi Qian, Xinran Zheng, Yiling He, Shuo Yang, Lorenzo Cavallaro |
| 2023 | CCS | FINER: Enhancing State-of-the-art Classifiers with Feature Attribution to Facilitate Security Analysis. | Yiling He, Jian Lou, Zhan Qin, Kui Ren |
| 2023 | ISSTA | DeUEDroid: Detecting Underground Economy Apps Based on UTG Similarity. | Zhuo Chen, Jie Liu, Yubo Hu, Lei Wu, Yajin Zhou, Yiling He, Xianhao Liao, Ke Wang, Jinku Li, Zhan Qin |