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主要從事網(wǎng)絡(luò)與系統(tǒng)可靠性、安全性等測量與優(yōu)化方向研究工作。

先后承擔(dān)國家自然科學(xué)基金、天津市自然科學(xué)基金、字節(jié)跳動學(xué)術(shù)合作等科研項(xiàng)目，相關(guān)成果發(fā)表在SIGCOMM、OSDI、NSDI、MobiCom、INFOCOM、EuroSys、TMC和TPDS等國際重要學(xué)術(shù)會議與期刊，多項(xiàng)技術(shù)應(yīng)用于實(shí)際工業(yè)系統(tǒng)。

(1) 國家自然科學(xué)基金面上項(xiàng)目，“云原生移動應(yīng)用的終端網(wǎng)絡(luò)連接可靠性群智測量與分析”，2023.01-2026.12，負(fù)責(zé)人，在研。

(2) 國家自然科學(xué)基金青年項(xiàng)目，“面向高動態(tài)環(huán)境的非綁定感知關(guān)鍵技術(shù)”，2020.01-2022.12, 負(fù)責(zé)人，已結(jié)題。

(3) 天津市自然科學(xué)基金項(xiàng)目，“云計(jì)算環(huán)境下基于帶外自省的病毒惡意軟件檢測關(guān)鍵技術(shù)研究”，2019.10-2021.10, 負(fù)責(zé)人，已結(jié)題。

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類)

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)