Chao Liu (刘超)


基本信息

刘超,副教授,博士生导师,山东省青创团队带头人,IEEE 1851工作组主席,ISO 21851国际标准工作组副主席,ACM SIGAPP China执行委员,ACM SIGBED China青年委员,CCF物联网专委会执行委员,CCF普适计算专委会执行委员 ,长期从事智能感知、智能人机交互、物联网和普适计算的研究工作。先后主持参与了国家自然科学基金重大仪器专项、 国家重点研发计划、国家自然科学基金青年项目、国家自然科学基金面上项目和中国博士后科学基金等10余项国家级、省部级课题。 在包括CCS(Big 4)、JSAC、IMWUT/UbiComp、INFOCOM、TIP、TOSN、JSA等知名国际期刊和国际会议发表学术论文60余篇。曾获山东省教学成果奖(高等教育类)一等奖、国际计算机学会计算机应用专委会(SIGAPP)新星奖等奖励。

教育及工作经历

研究方向

智能感知、声波感知、人机交互、物联网、容迟网络、轨迹数据挖掘。近期研究兴趣主要集中在智能无线感知、人机交互和移动计算。

声波感知

非接触式声波感知技术

WIFI感知

非接触式无线信号动作识别

研究项目

Books and Standards

  1. IEEE 1851-2023: IEEE Standard for Design Criteria of Integrated Sensor-Based Test Applications for Household Appliances.(Chair
  2. ISO 21851-2020: Marine technology — Ocean observation systems — Design criteria of ocean hydro-meteorological observation systems reuse and interaction.(Vice Chair)
  3. IEEE 2735-2022: Standard for Interoperability of Complex Virtual Instruments for Internet of Things
  4. IEEE 2735.1-2022: Standard Design Criteria of Complex Virtual Instruments for Household Appliance Test
  5. IEEE 2402-2017: IEEE Standard Design Criteria of Complex Virtual Instruments for Ocean Observation
  6. GB/T 33137-2016: 《基于传感器的产品监测软件集成接口规范》
  7. 郭忠文,刘超,王玺 著,《物联网工程设计与开发》,科学出版社“十四五”普通高等教育本科规划教材.(ISBN:9787030723901)
Recent Publications (Full list:ResearchGate, Google Scholar)

---2024---
● Penghao Wang, Jingzhi Hu, Chao Liu*, Jun Luo*. RefleXnoop: Passwords Snooping on NLoS Laptops Leveraging Screen-Induced Sound Reflection. CCS 2024. (CCF A, Big 4)
● Zhaopeng Xu, Tong Liu, Ruobing Jiang, Pengfei Hu, Zhongwen Guo, Chao Liu*. AFace: Range-flexible Anti-spoofing Face Authentication via Smartphone Acoustic Sensing. IMWUT/UbiComp 2024. (CCF A)
● Penghao Wang, Ruobing Jiang, Chao Liu*, Jun Luo. AGR: Acoustic Gait Recognition Using Interpretable Micro-Range Profile. INFOCOM 2024. (CCF A)
● Shuai Guo, Meilei Xia, Huanqun Xue, Shuang Wang, Chao Liu*. OceanCrowd: Vessel Trajectory Data-based Participant Selection for Mobile Crowd Sensing in Ocean Observation. IEEE Transactions on Sustainable Computing 2024. (SCI)
● Haotian Zhang, Lukun Wang, Jiaming Pei, Feng Lyu, Minglu Li, Chao Liu*. RF-Sign: Position-Independent Sign Language Recognition Using Passive RFID Tags. IEEE Internet of Things Journal 2024. (SCI)
● Yang Wang, Feng Hong, Yufei Jiang, Chenyu Bao, Chao Liu, Zhongwen Guo. ToothFairy: Real-time Tooth-by-tooth Brushing Monitor using Earphone Reversed Signals. IMWUT/UbiComp 2024. (CCF A)
● Chengwu Liao, Chao Chen, Wanyi Zhang, Suiming Guo, Chao Liu. AGENDA: Predicting Trip Purposes with A New Graph Embedding Network and Active Domain Adaptation. ACM Transactions on Knowledge Discovery from Data 2024. (SCI, CCF B)
---2023---
● Hui Xia, Shuo Xu, Jiaming Pei, Rui Zhang, Zhi Yu, Weitao Zou, Lukun Wang*, Chao Liu*. FedME2: Memory Evaluation & Erase Promoting Federated Unlearning in DTMN. IEEE Journal on Selected Areas in Communications(JSAC) 2023. (SCI, CCF A)
● Penghao Wang, Ruobing Jiang, Zhongwen Guo, Chao Liu*. Afitness: Fitness Monitoring on Smart Devices via Acoustic Motion Images. ACM Transactions on Sensor Networks 2023. (SCI, CCF B)
● Hui Xia, Ning Huang, Xuecai Feng, Rui Zhang, Chao Liu*. Starlet: Network Defense Resource Allocation with Multi-Armed Bandits for Cloud-edge Crowd Sensing in IoT. Digital Communications and Networks 2023. (SCI)
● Shuai Guo, Meng Sun, Huanqun Xue, Xiaodong Mao, Shuang Wang, Chao Liu*. M-STCP: An online ship trajectory cleaning and prediction algorithm using matrix neural networks. Frontiers in Marine Science 2023. (SCI)
● Xiaoxuan Cao, Chao Liu*. UltraMOSAS: Monitor Obstructive Sleep Apnea Syndrome using ultrasound. ACM TURC 2023. (EI)
● Jiaming Pei, Wenxuan Liu, Lukun Wang, Chao Liu, Ali Kashif Bashir, Yue Wang. Fed-IoUT: Opportunities and Challenges of Federated Learning in the Internet of Underwater Things. IEEE Internet of Things Magazine 2023. (SCI)
---2022---
● Penghao Wang, Ruobing Jiang, and Chao Liu*. Amaging: Acoustic Hand Imaging for Self-adaptive Gesture Recognition. INFOCOM 2022. (CCF A)
Chao Liu, Linlin Gao, Ruobing Jiang*, and Zhongwen Guo. Acoustic-based 2-D Target Tracking with Constrained Intelligent Edge Device. Journal of Systems Architecture 2022. (SCI, CCF B)
Chao Liu, Linlin Gao, and Ruobing Jiang*. NearTracker: Acoustic 2-D Target Tracking with Nearby Reflector in SISO System. ICASSP 2022. (CCF B)
● Ruobing Jiang, and Chao Liu*. Enhancing Marine Data Transmission with Socially-Aware Resilient Vessel Networks. IEEE Wireless Communications 2022. (SCI)
● Xiaowen Hou, and Chao Liu*. Rope Jumping Strength Monitoring on Smart Devices via Passive Acoustic Sensing. Sensors 2022. (SCI)
● Rui Zhang, Hui Xia*, Chunqiang Hu*, Cheng Zhang, Chao Liu and Fu Xiao. Generating Adversarial Examples with Shadow Model. IEEE Transactions on Industrial Informatics 2022. (SCI)
● Xiaohui Wang, Ruobing Jiang*, He Zhang, Chao Liu and Feng Hong. A Simulator Driven by Trajectory Big Data for Network Feature Extraction and Data Transmission. MASS 2022. (CCF C)
---2021---
Chao Liu, Penghao Wang, Ruobing Jiang*, and Yanmin Zhu. AMT: Acoustic Multi-target Tracking with Smartphone MIMO System. INFOCOM 2021. (CCF A)
Chao Liu, Yingbin Li, Ruobing Jiang*, Yong Du*, Qian Lu, and Zhongwen Guo. TPR-DTVN: A Routing Algorithm in Delay Tolerant Vessel Network based on Long-term Trajectory Prediction. Wireless Communications and Mobile Computing 2021. (SCI, CCF C)
● Jie Gui, Yuan Cao, Heng Qi, Keqiu Li, Jieping Ye, Chao Liu, Xiaowei Xu. Fast kNN Search in Weighted Hamming Space with Multiple Tables. IEEE Transactions on Image Processing 2021. (SCI, CCF A)
● Yuan Cao, Junwei Liu, Heng Qi, Jie Gui, Keqiu Li, Jieping Ye, Chao Liu. Scalable Distributed Hashing for ApproximateNearest Neighbor Search. IEEE Transactions on Image Processing 2021. (SCI, CCF A)
● Yuan Cao, Sheng Chen, Jie Gui, Heng Qi, Zhiyang Li, and Chao Liu. Hash Learning with Variable Quantization for Large-scale Retrieval. IEEE Transactions on Circuits and Systems for Video Technology 2021. (SCI, CCF B)
● Rui Zhang, Hui Xia*, Chao Liu, et. al. Anti-Attack Scheme for Edge Devices Based on Deep Reinforcement Learning. Wireless Communications and Mobile Computing 2021. (SCI, CCF C)
● Zhongning Zhao, Feng Hong*, Haiguang Huang, Chao Liu, Yuan Feng, Zhongwen Guo. Short-term prediction of fishing effort distributions by discovering fishing chronology among trawlers based on VMS dataset. Expert Systems With Applications 2021. (SCI, CCF C)
● Guanlong Teng, Yue Xu, Feng Hong*, Jianbo Qi, Ruobing Jiang, Chao Liu, Zhongwen Guo. Recognizing and Counting Freehand Exercises using Ubiquitous Cellular Signals. Sensors 2021. (SCI)
---2020---
● Guanlong Teng, Feng Hong, Yue Xu, Jianbo Qi, Ruobing Jiang, Chao Liu and Zhongwen Guo. MobiFit: Contactless Fitness Assistant for Freehand Exercises Using Just One Cellular Signal Receiver. MSN 2020. (CCF C)
Chao Liu#, Yingbin Li#, Ruobing Jiang*, et. al. Trajectory-based Data Delivery Algorithm in Maritime Vessel Networks based on Bi-LSTM. WASA 2020. (CCF C)
● Wei Jing, Chao Liu*, Ting Li, et. al. Path Planning and Navigation of Oceanic Autonomous Sailboats and Vessels: A Survey. Journal of Ocean University of China 2020. (SCI)
● Hui Xia, Li Li, Xiangguo Cheng, Chao Liu and Tie Qiu. A dynamic virus propagation model based on social attributes in city IoTs. IEEE Internet of Things Journal 2020. (SCI)

---Before 2020---
See Full List: ResearchGate, Google Scholar

专利和奖励

专利:
● 刘超,赵硕,一种基于超声波的签到系统设计. 发明专利。申请号:CN202010052602.7
● 刘超,李英斌,蒋若冰,一种基于预测轨迹的海洋船舶无线网络路由方法. 发明专利。申请号:CN202010281770.3
● 刘超,王鹏皓,蒋若冰,一种基于多扬声器和多麦克风声波多目标追踪方法. 发明专利。申请号:CN202011085184.8
● 王鹏皓,刘超,蒋若冰,基于声波成像的手势识别方法. 发明专利。申请号:CN202111285099.0
● 刘超,高林林,蒋若冰,一种利用环境反射的声波目标追踪方法. 发明专利。申请号:CN202111604330.8
● 杨飏(本科生),刘超,行为识别方法、远程控制方法、装置、系统、设备及介质. 发明专利。申请号:CN202211238946.2

奖励:
● 2022 山东省高等学校青年创新团队“智能物联网创新团队”(with 王志刚、张昊、刘玉涛、蒋若冰、都勇、王斌)
● 2020 ACM China SIGAPP 新星奖
● 2024 人社部国家优质公需课《面向泛在场景的物联网感知技术》
● 2022 第九届山东省教学成果奖(高等教育类)一等奖(with 郭忠文,洪锋,蒋永国,姜明星,王玺)
● 2021 国家级一流课程《物联网系统设计与开发》(with 郭忠文,蒋永国,蒋若冰,王宁)
● 2022 海南省精品课《物联网技术》(with 郭忠文,洪锋,冯源,王玺)
● 2022 山东省首届专业技术人员继续教育优质在线公需课《面向泛在场景的物联网感知技术》
● 2021 “正大杯”大学生创新创业实战营销大赛国家一等奖(指导教师)
● 2021 挑战杯山东省一等奖 (指导教师 with 蒋若冰、赵凤娇)
● 2020 58 AI大赛冠军(指导教师with 郭忠文、蒋若冰)
● 2020 iCAN国际创新创业大赛全国一等奖(10强,指导教师 with 蒋若冰)
● 2020 iCAN国际创新创业大赛山东赛区一等奖(指导教师 with 蒋若冰)
● 2020 山东省物联网创造力大赛一等奖(指导教师 with 蒋若冰)
● 2020 Kaggle数据挖掘大赛金牌(指导教师)
● 2021 “市长杯”创客城市合伙人创客邀请赛优胜奖(指导教师)
● 2020 智慧树“双一流高校专业课程TOP100”-数据结构(with 魏振钢、高云、林喜军)
● Bigcom 2016 Best Paper Candidate Award
● 2013山东省研究生优秀科技创新成果一等奖
● IEEE 1851 杰出贡献奖励
● 2019 中国海洋大学研究生教育成果一等奖 (with 郭忠文、洪锋)


招生要求

我们的团队主要面向前沿移动计算、智能感知相关问题展开研究(可提前阅读论文:https://arxiv.org/pdf/1901.03450.pdf )。主要成果目标为CCF A、B类顶尖会议、期刊。招生要求:
1、有良好的数学基础(高等数学、线性代数)和动手能力;
2、具备复变函数、信号分析相关的基本知识优先;
3、有ACM竞赛相关获奖经历优先;
4、如果你以上3条都不具备,但非常勤奋,做好了刻苦奋斗3年的准备,也可以联系我。
*同时欢迎未来想从事科研工作的本科生加入我们的团队。 *请邮件联系我(liuchao at ouc dot edu dot cn),邮件通常会在24小时内回复。