Yunhao received Hong Kong Best Innovation & Research Grand Award for building the world's earliest Coal Mine Surveillance with Wireless Sensor Networks[5] in 2007. He received the First Class Ministry of Education Nature Science Award for Location and Localizability study in wireless networks in 2010.[6]
In 2011, Liu was awarded the State Natural Science Award for his contribution to wireless localization theory and practice.[7] In the same year, he also received one of the five Distinguished Young Scholar Awards in Computer Science by National Natural Science Foundation of China.[8] In 2013, Liu was named the ACM Presidential Award for his contribution to spreading the word and shared the value that ACM offers to China's vast computing community.[9]
In 2014, the 20th Annual International Conference on Mobile Computing and Networking (ACM MobiCom) awards the best paper award to Liu's group for their paper Tagoram: Real-Time Tracking of Mobile RFID Tags to High Precision Using COTS Devices.[10][11][12] Yunhao and his students designed and developed Tagoram, and successfully deployed this system in Terminal One, Beijing Capital International Airport and Sanya Phoenix International Airport. The prototype ran over a year and consumed 110,000 RFID tags involving 53 destination airports, 93 airlines, and 1,094 flights. Based on the observation that the tag diversity is the key to the localization performance, they designed and implemented Differential Augmented Hologram (DAH) localization scheme, which successfully eliminated the impact of tag diversity on the localization accuracy, and improved the localization performance to millimeter-level, which was 40 times better than the state-of-the-art. The Tagoram system also won the Gold Award in Soft China Forum 2013, which is the highest honor in Chinese Software industry.[12][13] It was the first time that the conference awards its highest award to an Asian institution.
In 2021, Liu was awarded the Best Student Paper Award of SIGCOMM 2021, and the Best Paper of Sensys 2021.
Notable publications
Books:
Liu, Yunhao, and Zheng Yang. Location, localization, and localizability: location-awareness technology for wireless networks. Springer Science & Business Media, 2010.[17]
Liu, Yunhao. "Introduction to internet of things." Beijing. The Science Press, 2010.
Selected journal articles:
Lionel, M. N., Liu, Y., Lau, Y. C., & Patil, A. P. (2004). LANDMARC: indoor location sensing using active RFID. Wireless networks, 10(6), 701-710.
Yang, Z., Zhou, Z., & Liu, Y. (2013). From RSSI to CSI: Indoor localization via channel response. ACM Computing Surveys, 46(2), 25.
Wu, C., Yang, Z., Liu, Y., & Xi, W. (2012). WILL: Wireless indoor localization without site survey. IEEE Transactions on Parallel and Distributed Systems, 24(4), 839-848.
Li, M., & Liu, Y. (2009). Underground coal mine monitoring with wireless sensor networks. ACM Transactions on Sensor Networks (TOSN), 5(2), 10.
Li, M., & Liu, Y. (2010). Rendered path: range-free localization in anisotropic sensor networks with holes. IEEE/ACM Transactions on Networking (ToN), 18(1), 320-332.
Liu, Y., He, Y., Li, M., Wang, J., Liu, K., & Li, X. (2012). Does wireless sensor network scale? A measurement study on GreenOrbs. IEEE Transactions on Parallel and Distributed Systems, 24(10), 1983-1993.
Liu, Y., Liu, K., & Li, M. (2010). Passive diagnosis for wireless sensor networks. IEEE/ACM Transactions on Networking (TON), 18(4), 1132-1144.
Yang, Z., & Liu, Y. (2009). Quality of trilateration: Confidence-based iterative localization. IEEE Transactions on Parallel and Distributed Systems, 21(5), 631-640.
Liu, Y., Xiao, L., Liu, X., Ni, L. M., & Zhang, X. (2005). Location awareness in unstructured peer-to-peer systems. IEEE Transactions on Parallel and Distributed Systems, 16(2), 163-174.
Liu, Y., Zhao, Y., Chen, L., Pei, J., & Han, J. (2011). Mining frequent trajectory patterns for activity monitoring using radio frequency tag arrays. IEEE Transactions on Parallel and Distributed Systems, 23(11), 2138-2149.
Yang, Z., & Liu, Y. (2011). Understanding node localizability of wireless ad hoc and sensor networks. IEEE Transactions on Mobile Computing, 11(8), 1249-1260.
Dong, D., Li, M., Liu, Y., Li, X. Y., & Liao, X. (2011). Topological detection on wormholes in wireless ad hoc and sensor networks. IEEE/ACM Transactions on Networking (TON), 19(6), 1787-1796.
Liu, Y., Xiao, L., & Ni, L. (2007). Building a scalable bipartite P2P overlay network. IEEE Transactions on Parallel and distributed systems, 18(9), 1296-1306.
Liu, Y., Mao, X., He, Y., Liu, K., Gong, W., & Wang, J. (2013). CitySee: Not only a wireless sensor network. IEEE Network, 27(5), 42-47.
Yin, Z., Wu, C., Yang, Z., & Liu, Y. (2017). Peer-to-peer indoor navigation using smartphones. IEEE Journal on Selected Areas in Communications, 35(5), 1141-1153.
Qian, K., Wu, C., Yang, Z., Liu, Y., He, F., & Xing, T. (2018). Enabling contactless detection of moving humans with dynamic speeds using CSI. ACM Transactions on Embedded Computing Systems (TECS), 17(2), 52.
Zhou, Z., Shangguan, L., Zheng, X., Yang, L., & Liu, Y. (2017). Design and implementation of an RFID-based customer shopping behavior mining system. IEEE/ACM transactions on networking, 25(4), 2405-2418.
Yang, L., Li, Y., Lin, Q., Jia, H., Li, X. Y., & Liu, Y. (2017). Tagbeat: Sensing mechanical vibration period with COTS RFID systems. IEEE/ACM Transactions on Networking (TON), 25(6), 3823-3835.
Ma, Q., Zhang, S., Zhu, T., Liu, K., Zhang, L., He, W., & Liu, Y. (2016). PLP: Protecting location privacy against correlation analyze attack in crowdsensing. IEEE transactions on mobile computing, 16(9), 2588-2598.
Duan, C., Yang, L., Lin, Q., & Liu, Y. (2018). Tagspin: High accuracy spatial calibration of RFID antennas via spinning tags. IEEE Transactions on Mobile Computing, 17(10), 2438-2451.
Selected conference articles:
Yang, Q., Li, Z., Liu, Y., Long, H., Huang, Y., He, J., ... & Zhai, E. Mobile Gaming on Personal Computers with Direct Android Emulation. In Proceedings of ACM MobiCom 2019.
Yan, Y., Li, Z., Chen, Q. A., Wilson, C., Xu, T., Zhai, E., ... & Liu, Y. Understanding and Detecting Overlay-based Android Malware at Market Scales. In Proceedings of ACM MobiSys 2019.
Xiao, A., Liu, Y., Li, Y., Qian, F., Li, Z., Bai, S., ... & Xin, X. An In-depth Study of Commercial MVNO: Measurement and Optimization. In Proceedings of ACM MobiSys 2019.
Dang, F., Li, Z., Liu, Y., Zhai, E., Chen, Q. A., Xu, T., ... & Yang, J. Understanding Fileless Attacks on Linux-based IoT Devices with HoneyCloud. In Proceedings of ACM MobiSys 2019.
Zheng, Y., Zhang, Y., Qian, K., Zhang, G., Liu, Y., Wu, C., & Yang, Z. Zero-Effort Cross-Domain Gesture Recognition with Wi-Fi. In Proceedings of ACM MobiSys 2019.
Zhang, K., Wu, C., Yang, C., Zhao, Y., Huang, K., Peng, C., ... & Yang, Z. ChromaCode: A Fully Imperceptible Screen-Camera Communication System. In Proceedings of ACM MobiCom 2018.
Qian, K., Wu, C., Zhang, Y., Zhang, G., Yang, Z., & Liu, Y. Widar2.0: Passive human tracking with a single wi-fi link. In Proceedings of ACM MobiSys 2018.
Liu, C., Zhang, L., Liu, Z., Liu, K., Li, X., & Liu, Y. Lasagna: towards deep hierarchical understanding and searching over mobile sensing data. In Proceedings of ACM MobiCom 2016.
Yang, L., Li, Y., Lin, Q., Li, X. Y., & Liu, Y. Making sense of mechanical vibration period with sub-millisecond accuracy using backscatter signals. In Proceedings of ACM MobiCom 2016.
Yang, L., Lin, Q., Li, X., Liu, T., & Liu, Y. See through walls with cots rfid system!. In Proceedings of ACM MobiCom 2015.
Zhang, L., Bo, C., Hou, J., Li, X. Y., Wang, Y., Liu, K., & Liu, Y. Kaleido: You can watch it but cannot record it. In Proceedings of ACM MobiCom 2015.
Shangguan, L., Yang, Z., Liu, A. X., Zhou, Z., & Liu, Y. Relative Localization of RFID Tags using Spatial-Temporal Phase Profiling. In Proceedings of USENIX NSDI 2015.
Zhu, T., Ma, Q., Zhang, S., & Liu, Y. Context-free attacks using keyboard acoustic emanations. In Proceedings of ACM CCS 2014.
Yang, L., Chen, Y., Li, X. Y., Xiao, C., Li, M., & Liu, Y. Tagoram: Real-time tracking of mobile RFID tags to high precision using COTS devices. In Proceedings of ACM MobiCom 2014. [Best Paper Award]
Zhang, L., Li, X. Y., Huang, W., Liu, K., Zong, S., Jian, X., ... & Liu, Y. It starts with igaze: Visual attention driven networking with smart glasses. In Proceedings of ACM MobiCom 2014.
Yang, Z., Wu, C., & Liu, Y. Locating in fingerprint space: wireless indoor localization with little human intervention. In Proceedings of ACM MobiCom 2012.
Mo, L., He, Y., Liu, Y., Zhao, J., Tang, S. J., Li, X. Y., & Dai, G. Canopy closure estimates with greenorbs: Sustainable sensing in the forest. In Proceedings of ACM SenSys 2009.
Yang, Z., Liu, Y., & Li, X. Y. Beyond trilateration: On the localizability of wireless ad-hoc networks. In Proceedings ofIEEE INFOCOM 2009.
Li, M., & Liu, Y. Underground structure monitoring with wireless sensor networks. In Proceedings ACM IPSN 2007.
Liao, X., Jin, H., Liu, Y., Ni, L. M., & Deng, D. Anysee: Peer-to-peer live streaming. In Proceedings of IEEE INFOCOM 2006.
Liu, Y., Liu, X., Xiao, L., Ni, L. M., & Zhang, X. Location-aware topology matching in P2P systems. In Proceedings ofIEEE INFOCOM 2004.
Professional services
Editor for:
ACM Transactions on Sensor Network (editor-in-chief, 2017–present)
IEEE/ACM Transactions on Networking (associate editor, 2012-2016)
IEEE Transactions on Parallel and Distributed Systems (associate editors-in-chief, 2011-2015)
Tsinghua Science and Technology (associate editor-in-chief)
Microsoft 21 Century Computing 2015 (General Co-Chair)
IEEE TrustCom 2014 (PC Chair)
IEEE RTAS 2012 (General Chair)
IEEE MASS 2011 (PC Chair)
IEEE ICDCS 2010, 2012 (PC Vice Chair)
WWW 2008 (General Vice Chair)
References
^ a b"Yunhao Liu". awards.acm.org. Retrieved 2019-10-07.
^ a b"2015 elevated fellow" (PDF). IEEE Fellows Directory. Archived from the original (PDF) on March 30, 2015.
^"ACM TOSN". ACM Transactions on Sensor Networks (TOSN). Retrieved 2019-10-07.
^"People of ACM: Yunhao Liu". www.acm.org. Retrieved 2019-11-09.
^"Hong Kong ICT Awards 2007: Winner List". www.iraward.hk. Retrieved 2019-10-07.
^"HKUST Reaps Largest Number of Awards Among Hong Kong's Tertiary Institutions in Ministry of Education Award for Research Excellence | The Hong Kong University of Science and Technology". www.ust.hk. Retrieved 2019-10-09.
^Yang, Lei; Chen, Yekui; Li, Xiang-Yang; Xiao, Chaowei; Li, Mo; Liu, Yunhao (2014). "Tagoram". Proceedings of the 20th annual international conference on Mobile computing and networking. MobiCom '14. New York, NY, USA: ACM. pp. 237–248. doi:10.1145/2639108.2639111. ISBN 9781450327831. S2CID 18244725.
^"MobiCom 2014: The 20th Annual International Conference on Mobile Computing and Networking". www.sigmobile.org. Retrieved 2019-10-07.
^ a b"软件学院刘云浩团队获ACM移动与无线通信年会最佳论文奖 - 清华大学新闻网". www.tsinghua.edu.cn. Retrieved 2019-10-07.