主要从事网络与系统可靠性、安全性等测量与优化方向研究工作。

先后承担国家自然科学基金、天津市自然科学基金、字节跳动学术合作等科研项目，相关成果发表在SIGCOMM、OSDI、NSDI、MobiCom、INFOCOM、EuroSys、TMC和TPDS等国际重要学术会议与期刊，多项技术应用于实际工业系统。

(1) 国家自然科学基金面上项目，“云原生移动应用的终端网络连接可靠性群智测量与分析”，2023.01-2026.12，负责人，在研。

(2) 国家自然科学基金青年项目，“面向高动态环境的非绑定感知关键技术”，2020.01-2022.12, 负责人，已结题。

(3) 天津市自然科学基金项目，“云计算环境下基于带外自省的病毒恶意软件检测关键技术研究”，2019.10-2021.10, 负责人，已结题。

1. [TMC'22] Liangyi Gong, Zhenhua Li, Hongyi Wang, Hao Lin, Xiaobo Ma, and Yunhao Liu. “Overlay-based Android Malware Detection at Market Scales: Systematically Adapting to the New Technological Landscape”. IEEE Transactions on Mobile Computing (TMC), Vol. 21, No. 12, Dec. 2022, Pages 4488-4501. (CCF A)

2. [UIC'22] ZhiLiang Bu; Chunlei Zhao; Liangyi Gong*; Yan Wang; Yi Yang; Xi Wang. “ML-Based Privacy Leakage Behavior Detection in Android Apps at Scale”. The 19th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), Dec 15-18， 2022， Haikou, China. (CCF C)

3. [OSDI'22] Di Gao, Hao Lin, Zhenhua Li, Chengen Huang, Yunhao Liu, Feng Qian, Liangyi Gong, and Tianyin Xu. “Trinity: High-Performance Mobile Emulation through Graphics Projection”. The 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI), Jul. 11-13, 2022, Carlsbad, CA, US. (CCF A)

4. [INFOCOM'22] Chaocan Xiang, Yaoyu Li, Yanlin Zhou, Suining He, Yuben Qu, Zhenhua Li, Liangyi Gong*, and Chao Chen. “A Comparative Approach to Resurrecting the Market of MOD Vehicular Crowdsensing”. The 41st IEEE International Conference on Computer Communications (INFOCOM), May. 2-5, 2022. (CCF A类)

5. [TPDS'21] Liangyi Gong, Hao Lin, Zhenhua Li, Feng Qian, Yang Li, Xiaobo Ma, and Yunhao Liu. “Systematically Landing Machine Learning onto Market-Scale Mobile Malware Detection”. IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 32, No. 7, Jul. 2021, Pages 1615-1628. (CCF A)

6. [EuroSys'20] Liangyi Gong, Zhenhua Li, Feng Qian, Zifan Zhang, Alfred Qi Chen, Zhiyun Qian, Hao Lin, and Yunhao Liu. “Experiences of Landing Machine Learning onto Market-Scale Mobile Malware Detection”. The 15th European Conference on Computer Systems (EuroSys), Apr. 27-30, 2020, Heraklion, Crete, Greece. (CCF A)

7. [TMC'19] Liangyi Gong, Yiyang Zhao, Chaocan Xiang, Zhenhua Li, Chen Qian, and Panlong Yang. “Robust Light-weight Magnetic-based Door Event Detection with Smartphones”. IEEE Transactions on Mobile Computing (TMC), Vol. 18, No. 11, Nov. 2019, Pages 2631-2646. (CCF A)

8. [SIGCOMM'21] Yang Li, Hao Lin, Zhenhua Li, Yunhao Liu, Feng Qian, Liangyi Gong, Xianlong Xin, and Tianyin Xu. “A Nationwide Study on Cellular Reliability: Measurement, Analysis, and Enhancements”. ACM International Conference on the Applications, Technologies, Architectures, and Protocols for Computer Communication (SIGCOMM), Aug. 23-27, 2021. (CCF A, Best Student Paper Award )

9. [MobiCom'21] Di Gao, Hao Lin, Zhenhua Li, Feng Qian, Alfred Qi Chen, Zhiyun Qian, Wei Liu, Liangyi Gong, and Yunhao Liu. “A Nationwide Census on WiFi Security Threats: Prevalence, Riskiness, and the Economics”. The 27th ACM Annual International Conference on Mobile Computing and Networking (MobiCom), Oct. 25-29, 2021, New Orleans, US. (CCF A)

10. [NSDI'21] Xinlei Yang, Xianlong Wang, Zhenhua Li, Yunhao Liu, Feng Qian, Liangyi Gong, Rui Miao, and Tianyin Xu. “Fast and Light Bandwidth Testing for Internet Users”. The 18th USENIX Symposium on Networked Systems Design and Implementation (NSDI), Apr. 12-14, 2021. (CCF A)

11. [GLOBECOM'18] Jian Zhang, Cheng Gao, Liangyi Gong, Zhaojun Gu, Dapeng Man, Wu Yang, Xiaojiang Du, “Malware Detection based on Dynamic Multi-feature Using Ensemble Learning at Hypervisor”, IEEE Global Communications Conference (GLOBECOM), 9-13 Dec. 2018, Abu Dhabi, United Arab Emirates. (CCF C)