Comparative analysis of machine learning models to restore gaps in multivariate time series leaf wetness sensor data.

Zhichao Cao 0001 Michigan State University, East Lansing, MI, USA Tsinghua University, Beijing, China Hong Kong University of Science and Technology https://cse.msu.edu/~caozc/ https://orcid.org/0000-0002-8159-9072 https://www.wikidata.org/entity/Q130953756 Zhichao Cao Zhichao Cao 0002 Arizona State University, AZ, USA Facebook University of Minnesota, Twin Cities, MN, USA https://search.asu.edu/profile/4082902 https://scholar.google.com/citations?user=VI4vH9UAAAAJ https://orcid.org/0000-0001-6950-1776 https://www.wikidata.org/entity/Q130839431 Zhichao Cao 0003 Nantong University, School of Transportation and Civil Engineering, China University of Auckland, Department of Civil and Environmental Engineering, New Zealand Beijing Jiaotong University, MOE Key Laboratory for Urban Transportation Complex Systems Theory and Technology, China https://orcid.org/0000-0002-7815-3889 https://www.wikidata.org/entity/Q87911710 https://d-nb.info/gnd/1169661726 Zhichao Cao 0004 Changsha University of Science and Technology, Changsha, China Zhichao Cao 0005 Shanghai University of Sports, Shanghai, China Zhichao Cao 0006 Royal Institute of Technology, Stockholm, Sweden Zhichao Cao 0007 Tsinghua University, Beijing, China Zhichao Cao 0008 Wuhan Institute of Technology, School of Computer Science & Engineering, China https://orcid.org/0000-0002-3122-2322

Shivani Rana Nawab Ali Zhichao Cao 0001 Jill C. Check Martin I. Chilvers Jaime Willbur Benjamin Werling Yimeng Liu Younsuk Dong Comparative analysis of machine learning models to restore gaps in multivariate time series leaf wetness sensor data. 111187 2026 240 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.111187 db/journals/cea/cea240.html#RanaACCCWWLD26 streams/journals/cea

Juexing Wang Binbin Xie Yimeng Liu Minhao Cui Xiao Zhang 0037 Guangjing Wang 0001 Ke Sun 0012 Zhichao Cao 0001 Huacheng Zeng Qingxu Jin Younsuk Dong Hui Li Jie Xiong 0001 Tianxing Li 0001 SoilNutri: A Passive Metasurface-based, Low-cost System for Soil Moisture and Nitrogen Monitoring. 2026 March 20:1-20:28 10 Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 https://doi.org/10.1145/3789674 db/journals/imwut/imwut10.html#WangXLCZWSCZJDLXL26 streams/journals/imwut

Juexing Wang Binbin Xie Minhao Cui Yimeng Liu Xiao Zhang 0037 Ruofeng Liu Huacheng Zeng Zhichao Cao 0001 Jie Xiong 0001 Tianxing Li 0001 MetaTap: Resonance-Splitting-Based Multi-Dip Encoding for High-Resolution Water Contaminant Sensing. 2026 June 62:1-62:27 10 Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 https://doi.org/10.1145/3810188 db/journals/imwut/imwut10.html#WangXCLZLZCXL26 streams/journals/imwut

Maolin Gan Lanpeng Li Samiul Alam Li Liu 0048 Luyang Liu Mi Zhang 0002 Huacheng Zeng Zhichao Cao 0001 GeoFL: A Framework for Efficient Geo-Distributed Cross-Device Federated Learning. 2026 3751-3765 34 IEEE Trans. Netw. https://doi.org/10.1109/TON.2026.3668183 db/journals/ton/ton34.html#GanLALLZZC26 streams/journals/ton

Yimeng Liu Fangwei Zhang Maolin Gan Jialuo Du Jingkai Lin Yawen Wang Fei Sun Honglei Chen Linda Hill Ruofeng Liu Tianxing Li 0001 Zhichao Cao 0001 AIoT-based Continuous, Contextualized, and Explainable Driving Assessment for Older Adults. 2026 March abs/2603.00691 CoRR https://doi.org/10.48550/arXiv.2603.00691 db/journals/corr/corr2603.html#abs-2603-00691 streams/journals/corr

Shakhrul Iman Siam Hyunho Ahn Li Liu 0048 Samiul Alam Hui Shen 0008 Zhichao Cao 0001 Ness B. Shroff Bhaskar Krishnamachari Mani Srivastava 0001 Mi Zhang 0002 Artificial Intelligence of Things: A Survey. 9:1-9:75 2025 January 21 ACM Trans. Sens. Networks 1 https://doi.org/10.1145/3690639 db/journals/tosn/tosn21.html#SiamALASCSKSZ25 streams/journals/tosn

Maolin Gan Lanpeng Li Samiul Alam Li Liu 0048 Luyang Liu Mi Zhang 0002 Zhichao Cao 0001 GeoFL: A Framework for Efficient Geo-Distributed Cross-Device Federated Learning. 1-10 2025 INFOCOM https://doi.org/10.1109/INFOCOM55648.2025.11044713 conf/infocom/2025 db/conf/infocom/infocom2025.html#GanLALLZ025 Yimeng Liu Maolin Gan Gen Li Younsuk Dong Zhichao Cao 0001 Adonis: Neural-enhanced Fine-grained Leaf Wetness Sensing with Efficient mmWave Imaging. 1-10 2025 INFOCOM https://doi.org/10.1109/INFOCOM55648.2025.11044639 conf/infocom/2025 db/conf/infocom/infocom2025.html#LiuGLD025 Yidong Ren Gen Li Yimeng Liu Younsuk Dong Zhichao Cao 0001 AeroEcho: Towards Agricultural Low-power Wide-area Backscatter with Aerial Excitation Source. 1-10 2025 INFOCOM https://doi.org/10.1109/INFOCOM55648.2025.11044614 conf/infocom/2025 db/conf/infocom/infocom2025.html#RenLLD025 Khang Nguyen Yidong Ren Jialuo Du Jingkai Lin Maolin Gan Shigang Chen Mi Zhang 0002 Chunyi Peng 0001 Zhichao Cao 0001 LoRaSeek: Boosting Denoising Ability in Neural-enhanced LoRa Decoder via Hierarchical Feature Extraction. 712-726 2025 MobiCom https://doi.org/10.1145/3680207.3765241 conf/mobicom/2025 db/conf/mobicom/mobicom2025.html#NguyenRDLGC00025 Shichen Zhang 0001 Qijun Wang Maolin Gan Zhichao Cao 0001 Huacheng Zeng RadSee: See Your Handwriting Through Walls Using FMCW Radar. 2025 NDSS https://www.ndss-symposium.org/ndss-paper/radsee-see-your-handwriting-through-walls-using-fmcw-radar/ conf/ndss/2025 db/conf/ndss/ndss2025.html#ZhangWG0Z25 Yimeng Liu Maolin Gan Huaili Zeng Yidong Ren Gen Li Jingkai Lin Younsuk Dong Xiaobo Tan 0001 Zhichao Cao 0001 Proteus: Enhanced mmWave Leaf Wetness Detection with Cross-Modality Knowledge Transfer. 43-57 2025 SenSys https://doi.org/10.1145/3715014.3722052 conf/sensys/2025 db/conf/sensys/sensys2025.html#LiuGZRLLDT025

Yimeng Liu Maolin Gan Yidong Ren Gen Li Jingkai Lin Younsuk Dong Zhichao Cao 0001 Hydra-Bench: A Benchmark for Multi-Modal Leaf Wetness Sensing. 2025 July abs/2507.22685 CoRR https://doi.org/10.48550/arXiv.2507.22685 db/journals/corr/corr2507.html#abs-2507-22685 streams/journals/corr

Yidong Ren Maolin Gan Chenning Li Shakhrul Iman Siam Mi Zhang 0002 Shigang Chen Zhichao Cao 0001 Morph: ChirpTransformer-based Encoder-decoder Co-design for Reliable LoRa Communication. 2025 July abs/2507.22851 CoRR https://doi.org/10.48550/arXiv.2507.22851 db/journals/corr/corr2507.html#abs-2507-22851 streams/journals/corr

Yimeng Liu Maolin Gan Huaili Zeng Li Liu 0048 Younsuk Dong Zhichao Cao 0001 Hydra: Accurate Multi-Modal Leaf Wetness Sensing with mm-Wave and Camera Fusion. 2025 August abs/2508.02409 CoRR https://doi.org/10.48550/arXiv.2508.02409 db/journals/corr/corr2508.html#abs-2508-02409 streams/journals/corr

Samiul Alam Tuo Zhang Tiantian Feng Hui Shen 0008 Zhichao Cao 0001 Dong Zhao 0002 Jeonggil Ko Kiran K. Somasundaram Shrikanth Narayanan Salman Avestimehr Mi Zhang 0002 FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things. 2024 (15):1-23 1 J. Data-centric Mach. Learn. Res. https://data.mlr.press/assets/pdf/v01-15.pdf db/journals/dmlr/dmlr1.html#AlamZFSCZKSNAZ24 streams/journals/dmlr

Zhichao Cao 0001 Chenning Li Li Liu 0048 Mi Zhang 0002 WiVelo: Fine-grained Wi-Fi Walking Velocity Estimation. 95:1-95:21 2024 July 20 ACM Trans. Sens. Networks 4 https://doi.org/10.1145/3664196 https://www.wikidata.org/entity/Q130960920 db/journals/tosn/tosn20.html#CaoLLZ24 streams/journals/tosn

Lingkun Li Fan Dang 0001 Duo Liu Zhichao Cao 0001 BreathPass: Ultrasounic Authentication by Chest and Abdomen Movement while Breathing. 18-25 2024 ICPADS https://doi.org/10.1109/ICPADS63350.2024.00013 conf/icpads/2024 db/conf/icpads/icpads2024.html#Li0L024 Manni Liu Zhichao Cao 0001 SoundFlower: A Robust Sound Source Localization System for Voice Assistants. 92-99 2024 ICPADS https://doi.org/10.1109/ICPADS63350.2024.00022 conf/icpads/2024 db/conf/icpads/icpads2024.html#Liu024 Yidong Ren Wei Sun 0002 Jialuo Du Huaili Zeng Younsuk Dong Mi Zhang 0002 Shigang Chen Yunhao Liu 0001 Tianxing Li 0001 Zhichao Cao 0001 Demeter: Reliable Cross-soil LPWAN with Low-cost Signal Polarization Alignment. 230-245 2024 MobiCom https://doi.org/10.1145/3636534.3649358 conf/mobicom/2024 db/conf/mobicom/mobicom2024.html#RenSDZDZC0L024 Yidong Ren Amalinda Gamage Li Liu 0048 Mo Li 0001 Shigang Chen Younsuk Dong Zhichao Cao 0001 SateRIoT: High-performance Ground-Space Networking for Rural IoT. 755-769 2024 MobiCom https://doi.org/10.1145/3636534.3690659 conf/mobicom/2024 db/conf/mobicom/mobicom2024.html#RenGL0CD024 Yimeng Liu Maolin Gan Huaili Zeng Li Liu 0048 Younsuk Dong Zhichao Cao 0001 Hydra: Accurate Multi-Modal Leaf Wetness Sensing with mm-Wave and Camera Fusion. 800-814 2024 MobiCom https://doi.org/10.1145/3636534.3690662 conf/mobicom/2024 db/conf/mobicom/mobicom2024.html#LiuGZLD024 Jialuo Du Yunhao Liu 0001 Yidong Ren Li Liu 0048 Zhichao Cao 0001 LoRaTrimmer: Optimal Energy Condensation with Chirp Trimming for LoRa Weak Signal Decoding. 1104-1118 2024 MobiCom https://doi.org/10.1145/3636534.3690681 conf/mobicom/2024 db/conf/mobicom/mobicom2024.html#Du0RL024 Yidong Ren Yawen Wang Younsuk Dong Shigang Chen Mi Zhang 0002 Jiliang Tang Zhichao Cao 0001 Demeter-Demo: Demonstrating Cross-soil LPWAN with Low-cost Signal Polarization Alignment. 1751-1753 2024 MobiCom https://doi.org/10.1145/3636534.3698848 conf/mobicom/2024 db/conf/mobicom/mobicom2024.html#RenWDC0T024 Chenning Li Yidong Ren Shuai Tong Shakhrul Iman Siam Mi Zhang 0002 Jiliang Wang Yunhao Liu 0001 Zhichao Cao 0001 ChirpTransformer: Versatile LoRa Encoding for Low-power Wide-area IoT. 479-491 2024 MobiSys https://doi.org/10.1145/3643832.3661861 conf/mobisys/2024 db/conf/mobisys/mobisys2024.html#LiRTSZW0024 Gen Li Huaili Zeng Hanqing Guo Yidong Ren Aiden Dixon Zhichao Cao 0001 Tianxing Li 0001 PiezoBud: A Piezo-Aided Secure Earbud with Practical Speaker Authentication. 564-577 2024 SenSys https://doi.org/10.1145/3666025.3699358 conf/sensys/2024 db/conf/sensys/sensys2024.html#LiZGRD0024 Qibo Zhang Daibo Liu Xinyu Zhang Zhichao Cao 0001 Fanzi Zeng Hongbo Jiang 0001 Wenqiang Jin Eye of Sauron: Long-Range Hidden Spy Camera Detection and Positioning with Inbuilt Memory EM Radiation. 2024 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity24/presentation/zhang-qibo conf/uss/2024 db/conf/uss/uss2024.html#ZhangLZ0Z0J24

Shakhrul Iman Siam Hyunho Ahn Li Liu 0048 Samiul Alam Hui Shen 0008 Zhichao Cao 0001 Ness B. Shroff Bhaskar Krishnamachari Mani Srivastava 0001 Mi Zhang 0002 Artificial Intelligence of Things: A Survey. 2024 abs/2410.19998 CoRR https://doi.org/10.48550/arXiv.2410.19998 db/journals/corr/corr2410.html#abs-2410-19998 streams/journals/corr

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Nikolay Ivanov Chenning Li Qiben Yan 0001 Zhiyuan Sun Zhichao Cao 0001 Xiapu Luo Security Threat Mitigation for Smart Contracts: A Comprehensive Survey. 326:1-326:37 2023 55 ACM Comput. Surv. 14s https://doi.org/10.1145/3593293 https://www.wikidata.org/entity/Q130953757 db/journals/csur/csur55.html#IvanovLYS0L23

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Zhichao Cao 0001 Xiaolong Zheng 0002 Qiang Ma 0007 Xin Miao COFlood: Concurrent Opportunistic Flooding in Asynchronous Duty Cycle Networks. 58:1-58:21 2023 August 19 ACM Trans. Sens. Networks 3 https://doi.org/10.1145/3570163 db/journals/tosn/tosn19.html#CaoZMM23

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Nikolay Ivanov Chenning Li Qiben Yan 0001 Zhiyuan Sun Zhichao Cao 0001 Xiapu Luo Security Threat Mitigation For Smart Contracts: A Survey. 2023 abs/2302.07347 CoRR https://doi.org/10.48550/arXiv.2302.07347 db/journals/corr/corr2302.html#abs-2302-07347

Jialuo Du Yidong Ren Mi Zhang 0002 Yunhao Liu 0001 Zhichao Cao 0001 NELoRa-Bench: A Benchmark for Neural-enhanced LoRa Demodulation. 2023 abs/2305.01573 CoRR https://doi.org/10.48550/arXiv.2305.01573 db/journals/corr/corr2305.html#abs-2305-01573

Samiul Alam Tuo Zhang Tiantian Feng Hui Shen 0008 Zhichao Cao 0001 Dong Zhao 0002 JeongGil Ko Kiran K. Somasundaram Shrikanth S. Narayanan Salman Avestimehr Mi Zhang 0002 FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things. 2023 abs/2310.00109 CoRR https://doi.org/10.48550/arXiv.2310.00109 db/journals/corr/corr2310.html#abs-2310-00109

Chenning Li Zhichao Cao 0001 Yunhao Liu 0001 Deep AI Enabled Ubiquitous Wireless Sensing: A Survey. 32:1-32:35 2022 54 ACM Comput. Surv. 2 https://doi.org/10.1145/3436729 db/journals/csur/csur54.html#LiCL21

Chenning Li Hanqing Guo Shuai Tong Zhichao Cao 0001 Mi Zhang 0002 Qiben Yang Li Xiao 0001 Jiliang Wang Yunhao Liu 0001 NELoRa: Neural-enhanced Demodulation for Low-Power WANs. 34-38 2022 26 GetMobile Mob. Comput. Commun. 3 https://doi.org/10.1145/3568113.3568123 db/journals/sigmobile/sigmobile26.html#LiGTCZYXWL22

Chenning Li Manni Liu Zhichao Cao 0001 WiHF: Gesture and User Recognition With WiFi. 757-768 2022 21 IEEE Trans. Mob. Comput. 2 https://doi.org/10.1109/TMC.2020.3009561 db/journals/tmc/tmc21.html#LiLC22

Hanqing Guo Chenning Li Lingkun Li Zhichao Cao 0001 Qiben Yan 0001 Li Xiao 0001 NEC: Speaker Selective Cancellation via Neural Enhanced Ultrasound Shadowing. 355-366 2022 DSN https://doi.org/10.1109/DSN53405.2022.00044 conf/dsn/2022 db/conf/dsn/dsn2022.html#GuoLLCYX22 Yidong Ren Li Liu 0048 Chenning Li Zhichao Cao 0001 Shigang Chen Is LoRaWAN Really Wide? Fine-grained LoRa Link-level Measurement in An Urban Environment. 1-12 2022 ICNP https://doi.org/10.1109/ICNP55882.2022.9940375 conf/icnp/2022 db/conf/icnp/icnp2022.html#RenLLCC22 Chenning Li Zhichao Cao 0001 Li Xiao 0001 CurveALOHA: Non-linear Chirps Enabled High Throughput Random Channel Access for LoRa. 520-529 2022 INFOCOM https://doi.org/10.1109/INFOCOM48880.2022.9796757 conf/infocom/2022 db/conf/infocom/infocom2022.html#LiCX22 Chenning Li Xiao Zeng Mi Zhang 0002 Zhichao Cao 0001 PyramidFL: a fine-grained client selection framework for efficient federated learning. 158-171 2022 MobiCom https://doi.org/10.1145/3495243.3517017 conf/mobicom/2022 db/conf/mobicom/mobicom2022.html#LiZZC22 Chenning Li Xiuzhen Guo Longfei Shangguan Zhichao Cao 0001 Kyle Jamieson CurvingLoRa to Boost LoRa Network Throughput via Concurrent Transmission. 879-895 2022 NSDI https://www.usenix.org/conference/nsdi22/presentation/li-chenning conf/nsdi/2022 db/conf/nsdi/nsdi2022.html#LiGSCJ22 Chenning Li Li Liu 0048 Zhichao Cao 0001 Mi Zhang 0002 WiVelo: Fine-grained Walking Velocity Estimation for Wi-Fi Passive Tracking. 172-180 2022 SECON https://doi.org/10.1109/SECON55815.2022.9918537 conf/secon/2022 db/conf/secon/secon2022.html#LiLCZ22

Chenning Li Xiuzhen Guo Longfei Shangguan Zhichao Cao 0001 Kyle Jamieson CurvingLoRa to Boost LoRa Network Capacity via Concurrent Transmission. 2022 abs/2201.05179 CoRR https://arxiv.org/abs/2201.05179 db/journals/corr/corr2201.html#abs-2201-05179

Hanqing Guo Chenning Li Lingkun Li Zhichao Cao 0001 Qiben Yan 0001 Li Xiao 0001 NEC: Speaker Selective Cancellation via Neural Enhanced Ultrasound Shadowing. 2022 abs/2207.05848 CoRR https://doi.org/10.48550/arXiv.2207.05848 db/journals/corr/corr2207.html#abs-2207-05848

Chenning Li Li Liu 0048 Zhichao Cao 0001 Mi Zhang 0002 WiVelo: Fine-grained Walking Velocity Estimation for Wi-Fi Passive Tracking. 2022 abs/2207.14072 CoRR https://doi.org/10.48550/arXiv.2207.14072 db/journals/corr/corr2207.html#abs-2207-14072

Xinyue Zhang 0010 Ting Jin Mingjie Han Jingsheng Lei Zhichao Cao 0001 Visual Saliency Prediction Using Attention-based Cross-modal Integration Network in RGB-D Images. 439-452 2021 29 Intell. Autom. Soft Comput. 3 https://doi.org/10.32604/iasc.2021.018643 db/journals/iasc/iasc29.html#ZhangJHLC21 streams/journals/iasc

Manni Liu Jialuo Du Qing Zhou Zhichao Cao 0001 Yunhao Liu 0001 EyeLoc: Smartphone Vision-Enabled Plug-n-Play Indoor Localization in Large Shopping Malls. 5585-5598 2021 8 IEEE Internet Things J. 7 https://doi.org/10.1109/JIOT.2020.3031285 db/journals/iotj/iotj8.html#LiuDZCL21

Zhichao Cao 0001 Jiliang Wang Daibo Liu Qiang Ma 0007 Xin Miao XuFei Mao Chase++: Fountain-Enabled Fast Flooding in Asynchronous Duty Cycle Networks. 410-422 2021 29 IEEE/ACM Trans. Netw. 1 https://doi.org/10.1109/TNET.2020.3034251 db/journals/ton/ton29.html#CaoWLMMM21

Qiang Ma 0007 Zhichao Cao 0001 Wei Gong 0001 Xiaolong Zheng 0002 BOND: Exploring Hidden Bottleneck Nodes in Large-scale Wireless Sensor Networks. 13:1-13:21 2021 17 ACM Trans. Sens. Networks 2 https://doi.org/10.1145/3439956 db/journals/tosn/tosn17.html#MaCGZ21

Jialuo Du Chenning Li Zhenge Guo Zhichao Cao 0001 SRPeek: Super Resolution Enabled Screen Peeking via COTS Smartphone. 891-898 2021 ICPADS https://doi.org/10.1109/ICPADS53394.2021.00117 conf/icpads/2021 db/conf/icpads/icpads2021.html#DuLGC21 Li Liu 0048 Yuguang Yao Zhichao Cao 0001 Mi Zhang 0002 DeepLoRa: Learning Accurate Path Loss Model for Long Distance Links in LPWAN. 1-10 2021 INFOCOM https://doi.org/10.1109/INFOCOM42981.2021.9488784 conf/infocom/2021 db/conf/infocom/infocom2021.html#LiuYCZ21 Zhichao Cao 0001 Xiaolong Zheng 0002 Qiang Ma 0007 Xin Miao COFlood: Concurrent Opportunistic Flooding in Asynchronous Duty Cycle Networks. 1-9 2021 SECON https://doi.org/10.1109/SECON52354.2021.9491582 conf/secon/2021 db/conf/secon/secon2021.html#Cao00M21 Chenning Li Hanqing Guo Shuai Tong Xiao Zeng Zhichao Cao 0001 Mi Zhang 0002 Qiben Yan 0001 Li Xiao 0001 Jiliang Wang Yunhao Liu 0001 NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation. 56-68 2021 SenSys https://doi.org/10.1145/3485730.3485928 https://www.wikidata.org/entity/Q131116943 conf/sensys/2021 db/conf/sensys/sensys2021.html#LiGTZCZY0WL21

Hongbo Jiang 0001 Hangcheng Cao Daibo Liu Jie Xiong 0001 Zhichao Cao 0001 SmileAuth: Using Dental Edge Biometrics for User Authentication on Smartphones. 84:1-84:24 2020 4 Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 https://doi.org/10.1145/3411806 db/journals/imwut/imwut4.html#JiangCLXC20

Damianos Gavalas Modestos Stavrakis Periklis Chatzimisios Zhichao Cao 0001 Xiaolong Zheng 0002 Wireless Systems and Networks in the IoT. 2279 2020 20 Sensors 8 https://doi.org/10.3390/s20082279 https://www.wikidata.org/entity/Q92122078 db/journals/sensors/sensors20.html#GavalasSCCZ20

Qiang Ma 0007 Zhichao Cao 0001 Kebin Liu 0001 Xin Miao QA-Share: Toward an Efficient QoS-Aware Dispatching Approach for Urban Taxi-Sharing. 17:1-17:21 2020 16 ACM Trans. Sens. Networks 2 https://doi.org/10.1145/3375406 db/journals/tosn/tosn16.html#MaCLM20

Daibo Liu Zhichao Cao 0001 Mengshu Hou Huigui Rong Hongbo Jiang 0001 Pushing the Limits of Transmission Concurrency for Low Power Wireless Networks. 40:1-40:29 2020 16 ACM Trans. Sens. Networks 4 https://doi.org/10.1145/3406834 db/journals/tosn/tosn16.html#LiuCHRJ20

Chenning Li Manni Liu Zhichao Cao 0001 WiHF: Enable User Identified Gesture Recognition with WiFi. 586-595 2020 INFOCOM https://doi.org/10.1109/INFOCOM41043.2020.9155539 conf/infocom/2020 db/conf/infocom/infocom2020.html#LiLC20 Zhipeng Song Zhichao Cao 0001 Zhenjiang Li 0001 Jiliang Wang Magic Wand: Towards Plug-and-Play Gesture Recognition on Smartwatch. 275-282 2020 MSN https://doi.org/10.1109/MSN50589.2020.00054 conf/msn/2020 db/conf/msn/msn2020.html#SongCLW20 Lingkun Li Manni Liu Yuguang Yao Fan Dang 0001 Zhichao Cao 0001 Yunhao Liu 0001 Patronus: preventing unauthorized speech recordings with support for selective unscrambling. 245-257 2020 SenSys https://doi.org/10.1145/3384419.3430713 conf/sensys/2020 db/conf/sensys/sensys2020.html#LiLY0CL20 Chenning Li Zheng Liu Yuguang Yao Zhichao Cao 0001 Mi Zhang 0002 Yunhao Liu 0001 Wi-fi see it all: generative adversarial network-augmented versatile wi-fi imaging. 436-448 2020 SenSys https://doi.org/10.1145/3384419.3430725 https://www.wikidata.org/entity/Q131164682 conf/sensys/2020 db/conf/sensys/sensys2020.html#LiLYCZL20

Daibo Liu Zhichao Cao 0001 Mingyan Liu Mengshu Hou Hongbo Jiang 0001 Contention-Detectable Mechanism for Receiver-Initiated MAC. 31:1-31:27 2019 18 ACM Trans. Embed. Comput. Syst. 4 https://doi.org/10.1145/3317683 https://www.wikidata.org/entity/Q127772646 db/journals/tecs/tecs18.html#LiuCLHJ19

Daibo Liu Zhichao Cao 0001 Yuan He 0004 Xiaoyu Ji 0001 Mengshu Hou Hongbo Jiang 0001 Exploiting Concurrency for Opportunistic Forwarding in Duty-Cycled IoT Networks. 31:1-31:33 2019 15 ACM Trans. Sens. Networks 3 https://doi.org/10.1145/3322496 db/journals/tosn/tosn15.html#LiuC0JHJ19

Zhichao Cao 0001 Jialuo Du Manni Liu Qing Zhou EyeLoc: Smartphone Vision Enabled Plug-n-play Indoor Localization in Large Shopping Malls. 1-10 2019 DySPAN https://doi.org/10.1109/DySPAN.2019.8935776 conf/dyspan/2019 db/conf/dyspan/dyspan2019.html#CaoDLZ19 Zhichao Cao 0001 Session details: Demos. 2019 EWSN https://dl.acm.org/citation.cfm?id=3324481 conf/ewsn/2019 db/conf/ewsn/ewsn2019.html#Cao19 Daibo Liu Zhichao Cao 0001 Mengshu Hou ALIGNER: Make the Utmost of Transmission Concurrency for Low Power Wireless Networks. 118-129 2019 EWSN https://dl.acm.org/citation.cfm?id=3324335 conf/ewsn/2019 db/conf/ewsn/ewsn2019.html#LiuCH19 Yuguang Yao Zijun Ma Zhichao Cao 0001 LoSee: Long-Range Shared Bike Communication System Based on LoRaWAN Protocol. 407-412 2019 EWSN https://dl.acm.org/citation.cfm?id=3324419 conf/ewsn/2019 db/conf/ewsn/ewsn2019.html#YaoMC19 Boyuan Sun 0002 Qiang Ma 0007 Zhichao Cao 0001 Yunhao Liu 0001 iTracker: Towards Sustained Self-Tracking in Dynamic Feature Environment with Smartphones. 1-9 2019 SECON https://doi.org/10.1109/SAHCN.2019.8824883 conf/secon/2019 db/conf/secon/secon2019.html#Sun0CL19

Pengjin Xie Jingchao Feng Zhichao Cao 0001 Jiliang Wang GeneWave: Fast Authentication and Key Agreement on Commodity Mobile Devices. 1688-1700 2018 26 IEEE/ACM Trans. Netw. 4 http://doi.ieeecomputersociety.org/10.1109/TNET.2018.2848262 https://www.wikidata.org/entity/Q129619606 db/journals/ton/ton26.html#XieFCW18

Daibo Liu Mengshu Hou Zhichao Cao 0001 Jiliang Wang Adaptive Retransmission Layer for Duty Cycle Wireless Networks. 11950-11964 2018 67 IEEE Trans. Veh. Technol. 12 https://doi.org/10.1109/TVT.2018.2877522 https://www.wikidata.org/entity/Q129060584 db/journals/tvt/tvt67.html#LiuHCW18

Zhichao Cao 0001 Jiliang Wang Daibo Liu Xin Miao Qiang Ma 0007 XuFei Mao Chase++: Fountain-Enabled Fast Flooding in Asynchronous Duty Cycle Networks. 2276-2284 2018 INFOCOM https://doi.org/10.1109/INFOCOM.2018.8485971 conf/infocom/2018 db/conf/infocom/infocom2018.html#CaoWLMMM18

Yinghui Li Zhichao Cao 0001 Jiliang Wang Gazture: Design and Implementation of a Gaze based Gesture Control System on Tablets. 74:1-74:17 2017 1 Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 https://doi.org/10.1145/3130939 db/journals/imwut/imwut1.html#LiCW17

Xiaolong Zheng 0002 Zhichao Cao 0001 Jiliang Wang Yuan He 0004 Yunhao Liu 0001 Interference Resilient Duty Cycling for Sensor Networks Under Co-Existing Environments. 2971-2984 2017 65 IEEE Trans. Commun. 7 https://doi.org/10.1109/TCOMM.2017.2692758 db/journals/tcom/tcom65.html#ZhengCWHL17

Daibo Liu Zhichao Cao 0001 Yi Zhang 0017 Mengshu Hou Achieving Accurate and Real-Time Link Estimation for Low Power Wireless Sensor Networks. 2096-2109 2017 25 IEEE/ACM Trans. Netw. 4 https://doi.org/10.1109/TNET.2017.2682276 http://doi.ieeecomputersociety.org/10.1109/TNET.2017.2682276 db/journals/ton/ton25.html#LiuCZH17

Zhichao Cao 0001 Daibo Liu Jiliang Wang Xiaolong Zheng 0002 Chase: Taming Concurrent Broadcast for Flooding in Asynchronous Duty Cycle Networks. 2872-2885 2017 25 IEEE/ACM Trans. Netw. 5 https://doi.org/10.1109/TNET.2017.2712671 http://doi.ieeecomputersociety.org/10.1109/TNET.2017.2712671 db/journals/ton/ton25.html#CaoLWZ17

Pengjin Xie Jingchao Feng Zhichao Cao 0001 Jiliang Wang GeneWave: Fast authentication and key agreement on commodity mobile devices. 1-10 2017 ICNP https://doi.org/10.1109/ICNP.2017.8117543 https://doi.ieeecomputersociety.org/10.1109/ICNP.2017.8117543 conf/icnp/2017 db/conf/icnp/icnp2017.html#XieFCW17 Lina Chen Zhichao Cao 0001 Concatenating Road Take Me Home: Indoor Navigation Without Infrastructure Support. 41-48 2017 ICPADS https://doi.org/10.1109/ICPADS.2017.00017 https://doi.ieeecomputersociety.org/10.1109/ICPADS.2017.00017 conf/icpads/2017 db/conf/icpads/icpads2017.html#ChenC17

Jiliang Wang Zhichao Cao 0001 XuFei Mao Xiang-Yang Li 0001 Yunhao Liu 0001 Towards Energy Efficient Duty-Cycled Networks: Analysis, Implications and Improvement. 270-280 2016 65 IEEE Trans. Computers 1 https://doi.org/10.1109/TC.2015.2417558 http://doi.ieeecomputersociety.org/10.1109/TC.2015.2417558 db/journals/tc/tc65.html#WangCMLL16

Daibo Liu Mengshu Hou Zhichao Cao 0001 Jiliang Wang Yuan He 0004 Yunhao Liu 0001 Duplicate Detectable Opportunistic Forwarding in Duty-Cycled Wireless Sensor Networks. 662-673 2016 24 IEEE/ACM Trans. Netw. 2 https://doi.org/10.1109/TNET.2014.2387440 db/journals/ton/ton24.html#LiuHCWHL16

Zhichao Cao 0001 Jiliang Wang Daibo Liu Xiaolong Zheng 0002 Chase: Taming concurrent broadcast for flooding in asynchronous duty cycle networks. 1-10 2016 ICNP https://doi.org/10.1109/ICNP.2016.7784410 https://doi.ieeecomputersociety.org/10.1109/ICNP.2016.7784410 conf/icnp/2016 db/conf/icnp/icnp2016.html#CaoWLZ16 Daibo Liu Zhichao Cao 0001 Mengshu Hou Yi Zhang 0017 Frame Counter: Achieving Accurate and Real-Time Link Estimation in Low Power Wireless Sensor Networks. 20:1-20:12 2016 IPSN https://doi.org/10.1109/IPSN.2016.7460673 http://dl.acm.org/citation.cfm?id=2959375 conf/ipsn/2016 db/conf/ipsn/ipsn2016.html#LiuCHZ16

Jiliang Wang Wei Dong 0001 Zhichao Cao 0001 Yunhao Liu 0001 On the Delay Performance in a Large-Scale Wireless Sensor Network: Measurement, Analysis, and Implications. 186-197 2015 23 IEEE/ACM Trans. Netw. 1 https://doi.org/10.1109/TNET.2013.2296331 db/journals/ton/ton23.html#WangDCL15

Zhichao Cao 0001 Yuan He 0004 Qiang Ma 0007 Yunhao Liu 0001 L<sup>2</sup>: Lazy Forwarding in Low-Duty-Cycle Wireless Sensor Network. 922-930 2015 23 IEEE/ACM Trans. Netw. 3 https://doi.org/10.1109/TNET.2014.2310812 db/journals/ton/ton23.html#CaoHML15

Qiang Ma 0007 Kebin Liu 0001 Zhichao Cao 0001 Tong Zhu 0001 Xin Miao Yunhao Liu 0001 Opportunistic Concurrency: A MAC Protocol for Wireless Sensor Networks. 1999-2008 2015 26 IEEE Trans. Parallel Distributed Syst. 7 https://doi.org/10.1109/TPDS.2014.2329307 http://doi.ieeecomputersociety.org/10.1109/TPDS.2014.2329307 db/journals/tpds/tpds26.html#MaLCZML15

Qiang Ma 0007 Kebin Liu 0001 Zhichao Cao 0001 Tong Zhu 0001 Yunhao Liu 0001 Link Scanner: Faulty Link Detection for Wireless Sensor Networks. 4428-4438 2015 14 IEEE Trans. Wirel. Commun. 8 https://doi.org/10.1109/TWC.2015.2421353 db/journals/twc/twc14.html#MaLCZL15

Daibo Liu Zhichao Cao 0001 Xiaopei Wu Yuan He 0004 Xiaoyu Ji 0001 Mengshu Hou Tele Adjusting: Using Path Coding and Opportunistic Forwarding for Remote Control in WSNs. 716-725 2015 ICDCS https://doi.org/10.1109/ICDCS.2015.78 https://doi.ieeecomputersociety.org/10.1109/ICDCS.2015.78 conf/icdcs/2015 db/conf/icdcs/icdcs2015.html#LiuCWHJH15 Daibo Liu Mengshu Hou Zhichao Cao 0001 Yuan He 0004 Xiaoyu Ji 0001 Xiaolong Zheng 0002 COF: Exploiting Concurrency for Low Power Opportunistic Forwarding. 32-42 2015 ICNP https://doi.org/10.1109/ICNP.2015.13 https://doi.ieeecomputersociety.org/10.1109/ICNP.2015.13 conf/icnp/2015 db/conf/icnp/icnp2015.html#LiuHCHJZ15 Jiliang Wang Xiaolong Zheng 0002 XuFei Mao Zhichao Cao 0001 Daibo Liu Yunhao Liu 0001 Connecting the Dots: Reconstructing Network Behavior with Individual and Lossy Logs. 170-179 2015 ICPP https://doi.org/10.1109/ICPP.2015.26 https://doi.ieeecomputersociety.org/10.1109/ICPP.2015.26 conf/icpp/2015 db/conf/icpp/icpp2015.html#WangZMCLL15 Daibo Liu Xiaopei Wu Zhichao Cao 0001 Mingyan Liu Yujun Li Mengshu Hou CD-MAC: A contention detectable MAC for low duty-cycled wireless sensor networks. 37-45 2015 SECON https://doi.org/10.1109/SAHCN.2015.7338289 conf/secon/2015 db/conf/secon/secon2015.html#LiuWCLLH15 Xiaoxu Li Qiang Ma 0007 Zhichao Cao 0001 Kebin Liu 0001 Yunhao Liu 0001 Enhancing Visibility of Network Performance in Large-Scale Sensor Networks. 409-418 2014 ICDCS https://doi.org/10.1109/ICDCS.2014.49 https://doi.ieeecomputersociety.org/10.1109/ICDCS.2014.49 conf/icdcs/2014 db/conf/icdcs/icdcs2014.html#LiMCLL14 Jiliang Wang Zhichao Cao 0001 XuFei Mao Yunhao Liu 0001 Sleep in the Dins: Insomnia therapy for duty-cycled sensor networks. 1186-1194 2014 INFOCOM https://doi.org/10.1109/INFOCOM.2014.6848050 conf/infocom/2014 db/conf/infocom/infocom2014.html#WangCML14 Daibo Liu Zhichao Cao 0001 Jiliang Wang Mengshu Hou Yujun Li RxLayer: adaptive retransmission layer for low power wireless. 377-386 2014 MobiHoc https://doi.org/10.1145/2632951.2632962 conf/mobihoc/2014 db/conf/mobihoc/mobihoc2014.html#LiuCWHL14 Xiaolong Zheng 0002 Zhichao Cao 0001 Jiliang Wang Yuan He 0004 Yunhao Liu 0001 ZiSense: towards interference resilient duty cycling in wireless sensor networks. 119-133 2014 SenSys https://doi.org/10.1145/2668332.2668334 conf/sensys/2014 db/conf/sensys/sensys2014.html#ZhengCWHL14

Tong Zhu 0001 Zhichao Cao 0001 Wei Gong 0001 Yuan He 0004 Yunhao Liu 0001 Illuminations and the revelations: lessons learned from GreenOrbs project development. 42-46 2013 17 ACM SIGMOBILE Mob. Comput. Commun. Rev. 4 https://doi.org/10.1145/2557968.2557974 db/journals/sigmobile/sigmobile17.html#ZhuCGHL13

Zhenjiang Li 0001 Yunhao Liu 0001 Mo Li 0001 Jiliang Wang Zhichao Cao 0001 Exploiting Ubiquitous Data Collection for Mobile Users in Wireless Sensor Networks. 312-326 2013 24 IEEE Trans. Parallel Distributed Syst. 2 https://doi.org/10.1109/TPDS.2012.92 http://doi.ieeecomputersociety.org/10.1109/TPDS.2012.92 db/journals/tpds/tpds24.html#LiLLWC13

Daibo Liu Zhichao Cao 0001 Jiliang Wang Yuan He 0004 Mengshu Hou Yunhao Liu 0001 DOF: Duplicate Detectable Opportunistic Forwarding in duty-cycled wireless sensor networks. 1-10 2013 ICNP https://doi.org/10.1109/ICNP.2013.6733599 https://doi.ieeecomputersociety.org/10.1109/ICNP.2013.6733599 conf/icnp/2013 db/conf/icnp/icnp2013.html#LiuCWHHL13 Qiang Ma 0007 Kebin Liu 0001 Xiangrong Xiao Zhichao Cao 0001 Yunhao Liu 0001 Link Scanner: Faulty link detection for wireless sensor networks. 2688-2696 2013 INFOCOM https://doi.org/10.1109/INFCOM.2013.6567077 conf/infocom/2013 db/conf/infocom/infocom2013.html#MaLXCL13 Kebin Liu 0001 Qiang Ma 0007 Haoxiang Liu Zhichao Cao 0001 Yunhao Liu 0001 End-to-End Delay Measurement in Wireless Sensor Networks without Synchronization. 583-591 2013 MASS https://doi.org/10.1109/MASS.2013.71 https://doi.ieeecomputersociety.org/10.1109/MASS.2013.71 conf/mass/2013 db/conf/mass/mass2013.html#LiuMLCL13 Zhichao Cao 0001 Yuan He 0004 Yunhao Liu 0001 L<sup>2</sup>: Lazy forwarding in low duty cycle wireless sensor networks. 1323-1331 2012 INFOCOM https://doi.org/10.1109/INFCOM.2012.6195495 conf/infocom/2012 db/conf/infocom/infocom2012.html#CaoHL12 Jiliang Wang Wei Dong 0001 Zhichao Cao 0001 Yunhao Liu 0001 On the Delay Performance Analysis in a Large-Scale Wireless Sensor Network. 305-314 2012 RTSS https://doi.org/10.1109/RTSS.2012.81 https://doi.ieeecomputersociety.org/10.1109/RTSS.2012.81 conf/rtss/2012 db/conf/rtss/rtss2012.html#WangDCL12 Zhenjiang Li 0001 Mo Li 0001 Jiliang Wang Zhichao Cao 0001 Ubiquitous data collection for mobile users in wireless sensor networks. 2246-2254 2011 INFOCOM https://doi.org/10.1109/INFCOM.2011.5935040 conf/infocom/2011 db/conf/infocom/infocom2011.html#LiLWC11 Zhichao Cao 0001 Shiming Xu Wei Xue Wenguang Chen Improving Dense Linear Equation Solver on Hybrid CPU-GPU System. 556-562 2009 ISPAN https://doi.org/10.1109/I-SPAN.2009.154 https://doi.ieeecomputersociety.org/10.1109/I-SPAN.2009.154 conf/ispan/2009 db/conf/ispan/ispan2009.html#CaoXXC09 Yingyu Liang Xiaobing Liu Zhikun Wang Jianmin Li 0001 Binbin Cao Zhichao Cao 0001 Zhenlong Dai Zhishan Guo Wen Li Leigang Luo Zhaoshi Meng Yinfeng Qin Qiu Shi Aibo Tian Dong Wang 0022 Qiuping Wang Chenguang Zhu Xiaolin Hu 0001 Jinhui Yuan Peijiang Yuan Bo Zhang 0010 Shi Chen 0008 Jianguo Li Tao Wang 0003 Yimin Zhang 0002 THU and ICRC at TRECVID 2008. 2008 TRECVID http://www-nlpir.nist.gov/projects/tvpubs/tv8.papers/thu-icrc.pdf conf/trecvid/2008 db/conf/trecvid/trecvid2008.html#LiangLWLLCCDGLLMQSTWWZHYYZCLLWZ08 Hyunho Ahn Samiul Alam Nawab Ali Amir Salman AvestimehrSalman Avestimehr Puyu Cai Binbin Cao Hangcheng Cao Periklis Chatzimisios Jill C. Check Honglei Chen Lina Chen Shi Chen 0008 Shigang Chen Wenguang Chen Martin I. Chilvers Minhao Cui Zhenlong Dai Fan Dang 0001 Aiden Dixon Wei Dong 0001 Younsuk Dong Jialuo Du Jingchao Feng Tiantian Feng Amalinda Gamage Maolin Gan Damianos Gavalas Wei Gong 0001 Lin Gu 0003 Hanqing Guo Xiuzhen Guo Zhenge Guo Zhishan Guo Mingjie Han Yuan He 0004 Linda Hill Mengshu Hou Xiaolin Hu 0001 Nikolay Ivanov Kyle Jamieson Xiaoyu Ji 0001 Hongbo Jiang 0001 Jinyan Jiang Qingxu Jin Ting Jin Wenqiang Jin JeongGil KoJeonggil Ko Bhaskar Krishnamachari Jingsheng Lei Chenning Li Gen Li Hui Li Jianguo Li Jianmin Li 0001 Lanpeng Li Lingkun Li Mo Li 0001 Tianxing Li 0001 Wen Li Xiang-Yang Li 0001 Xiaoxu Li Yinghui Li Yujun Li Zhenjiang Li 0001 Yingyu Liang Jingkai Lin Daibo Liu Duo Liu Haoxiang Liu Kebin Liu 0001 Li Liu 0048 Luyang Liu Manni Liu Mingyan Liu Ruofeng Liu Xiaobing Liu Yimeng Liu Yunhao Liu 0001 Zheng Liu Leigang Luo Xiapu Luo Qiang Ma 0007 Zijun Ma Xufei MaoXuFei Mao Zhaoshi Meng Xin Miao Shri NarayananShrikanth NarayananShrikanth S. Narayanan Khang Nguyen Chunyi Peng 0001 Yinfeng Qin Shivani Rana Yidong Ren Huigui Rong Longfei Shangguan Hui Shen 0008 Qiu Shi Ness ShroffNess B. Shroff Shakhrul Iman Siam Kiran K. Somasundaram Zhipeng Song Mani Srivastava 0001 Modestos Stavrakis Boyuan Sun 0002 Fei Sun Ke Sun 0012 Wei Sun 0002 Zhiyuan Sun Xiaobo Tan 0001 Jiliang Tang Aibo Tian Shuai Tong Dong Wang 0022 Guangjing Wang 0001 Jiliang Wang Juexing Wang Qijun Wang Qiuping Wang Tao Wang 0003 Yawen Wang Zhikun Wang Benjamin Werling Jaime Willbur Chenshu Wu Xiaopei Wu Li Xiao 0001 Xiangrong Xiao Zhu Xiao Binbin Xie Pengjin Xie Jie Xiong 0001 Shiming Xu Wei Xue Qiben Yan 0001 Qiben Yang Yuguang Yao Jinhui Yuan Peijiang Yuan Fanzi Zeng Huacheng Zeng Huaili Zeng Xiao Zeng Bo Zhang 0010 Fangwei Zhang Mi Zhang 0002 Qibo Zhang Shichen Zhang 0001 Tuo Zhang Xiao Zhang 0037 Xinyu Zhang Xinyue Zhang 0010 Yi Zhang 0017 Yimin Zhang 0002 Dong Zhao 0002 Xiaolong Zheng 0002 Qing Zhou Siwang Zhou Chenguang Zhu Tong Zhu 0001 Zhui Zhu