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- affiliation: Penn State, University Park, USA
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2020 – today
- 2023
[j105]Tianxiang Tan
, Guohong Cao:
Deep Learning on Mobile Devices With Neural Processing Units. Computer 56(8): 48-57 (2023)- [j104]Tianxiang Tan, Guohong Cao:
Deep Learning Video Analytics Through Edge Computing and Neural Processing Units on Mobile Devices. IEEE Trans. Mob. Comput. 22(3): 1433-1448 (2023) - [j103]Kristina Wheatman, Fidan Mehmeti, Mark Mahon, Thomas F. La Porta, Guohong Cao:
EQMS: An improved energy-aware and QoE-aware video streaming policy across multiple competitive mobile devices. Wirel. Networks 29(3): 1465-1484 (2023) - [c181]Kylie McClanahan, Jingyao Fan, Qinghua Li, Guohong Cao:
Protecting Control Commands Using Low-Cost EM Sensors in the Smart Grid. CNS 2023: 1-9 - [c180]Xianda Chen, Guohong Cao:
Energy-Efficient 360-Degree Video Streaming on Multicore-Based Mobile Devices. INFOCOM 2023: 1-10 - [c179]Heting Liu, Fang He, Guohong Cao:
Communication-Efficient Federated Learning for Heterogeneous Edge Devices Based on Adaptive Gradient Quantization. INFOCOM 2023: 1-10 - [c178]Heting Liu, Zhichao Li, Cheng Tan, Rongqiu Yang, Guohong Cao, Zherui Liu, Chuanxiong Guo:
Predicting GPU Failures With High Precision Under Deep Learning Workloads. SYSTOR 2023: 124-135 - [c177]Chongqi Guan, Heting Liu, Guohong Cao, Sencun Zhu, Thomas La Porta:
HoneyIoT: Adaptive High-Interaction Honeypot for IoT Devices Through Reinforcement Learning. WISEC 2023: 49-59 - [i6]Chongqi Guan, Heting Liu, Guohong Cao, Sencun Zhu, Thomas La Porta:
HoneyIoT: Adaptive High-Interaction Honeypot for IoT Devices Through Reinforcement Learning. CoRR abs/2305.06430 (2023) - 2022
- [j102]Xianda Chen, Tianxiang Tan, Guohong Cao, Thomas F. La Porta:
Context-Aware and Energy-Aware Video Streaming on Smartphones. IEEE Trans. Mob. Comput. 21(3): 862-877 (2022) - [j101]Ben Niu, Qinghua Li, Hanyi Wang, Guohong Cao, Fenghua Li, Hui Li:
A Framework for Personalized Location Privacy. IEEE Trans. Mob. Comput. 21(9): 3071-3083 (2022) - [j100]Heting Liu, Guohong Cao:
Deep Learning Video Analytics Through Online Learning Based Edge Computing. IEEE Trans. Wirel. Commun. 21(10): 8193-8204 (2022) - [c176]Guanjie Huang, Ye Yuan, Guohong Cao, Fenglong Ma:
AccSleepNet: An Axis-Aware Hybrid Deep Fusion Model for Sleep Stage Classification Using Wrist-Worn Accelerometer Data. BIBM 2022: 1005-1012 - [c175]Chongqi Guan, Xianda Chen, Guohong Cao, Sencun Zhu, Thomas La Porta:
HoneyCam: Scalable High-Interaction Honeypot for IoT Cameras Based on 360-Degree Video. CNS 2022: 82-90 - [c174]Tianxiang Tan, Yibo Wu, Zida Liu, Guohong Cao:
Worker Selection for On-Demand Crowdsourcing. ICCCN 2022: 1-10 - [c173]Xianda Chen, Guohong Cao:
Energy-Efficient and QoE-Aware 360-Degree Video Streaming on Mobile Devices. ICDCS 2022: 994-1004 - [c172]Tianxiang Tan, Guohong Cao:
Deep Learning on Mobile Devices Through Neural Processing Units and Edge Computing. INFOCOM 2022: 1209-1218 - [i5]Heting Liu, Zhichao Li, Cheng Tan, Rongqiu Yang, Guohong Cao, Zherui Liu, Chuanxiong Guo:
Prediction of GPU Failures Under Deep Learning Workloads. CoRR abs/2201.11853 (2022) - [i4]Heting Liu, Fang He, Guohong Cao:
Communication-Efficient Federated Learning for Heterogeneous Edge Devices Based on Adaptive Gradient Quantization. CoRR abs/2212.08272 (2022) - 2021
- [j99]Xianda Chen, Yifei Xiao, Yeming Tang, Julio Fernandez-Mendoza, Guohong Cao:
ApneaDetector: Detecting Sleep Apnea with Smartwatches. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(2): 59:1-59:22 (2021) - [j98]Xiaomei Zhang, Yibo Wu, Lifu Huang, Heng Ji, Guohong Cao:
Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing. IEEE Trans. Mob. Comput. 20(3): 1001-1016 (2021) - [j97]Heting Liu, Guohong Cao:
Deep Reinforcement Learning-Based Server Selection for Mobile Edge Computing. IEEE Trans. Veh. Technol. 70(12): 13351-13363 (2021) - [c171]Xianda Chen, Tianxiang Tan, Guohong Cao:
Popularity-Aware 360-Degree Video Streaming. INFOCOM 2021: 1-10 - [c170]Tianxiang Tan, Guohong Cao:
Efficient Execution of Deep Neural Networks on Mobile Devices with NPU. IPSN 2021: 283-298 - [c169]Tianxiang Tan, Guohong Cao:
Deep Learning Video Analytics on Edge Computing Devices. SECON 2021: 1-9 - [i3]Tianxiang Tan, Guohong Cao:
Deep Learning on Mobile Devices Through Neural Processing Units and Edge Computing. CoRR abs/2112.02439 (2021) - 2020
- [j96]Youssef Khazbak, Junpeng Qiu, Tianxiang Tan, Guohong Cao:
TargetFinder: A Privacy Preserving System for Locating Targets through IoT Cameras. ACM Trans. Internet Things 1(3): 14:1-14:23 (2020) - [j95]Li Qiu, Guohong Cao:
Popularity-Aware Caching Increases the Capacity of Wireless Networks. IEEE Trans. Mob. Comput. 19(1): 173-187 (2020) - [c168]Youssef Khazbak, Tianxiang Tan, Guohong Cao:
MLGuard: Mitigating Poisoning Attacks in Privacy Preserving Distributed Collaborative Learning. ICCCN 2020: 1-9 - [c167]Tianxiang Tan, Guohong Cao:
FastVA: Deep Learning Video Analytics Through Edge Processing and NPU in Mobile. INFOCOM 2020: 1947-1956 - [c166]Kristina Wheatman, Fidan Mehmeti, Mark Mahon, Thomas F. La Porta, Guohong Cao:
Multi-User Competitive Energy-Aware and QoE-Aware Video Streaming on Mobile Devices. Q2SWinet 2020: 47-55 - [i2]Tianxiang Tan, Guohong Cao:
FastVA: Deep Learning Video Analytics Through Edge Processing and NPU in Mobile. CoRR abs/2001.04049 (2020)
2010 – 2019
- 2019
- [j94]Yi Yang, Wenjie Hu, Xianda Chen, Guohong Cao:
Energy-Aware CPU Frequency Scaling for Mobile Video Streaming. IEEE Trans. Mob. Comput. 18(11): 2536-2548 (2019) - [j93]Xiaomei Zhang, Guohong Cao:
Proactively Placing Static Relays With Social-Link Awareness in Mobile Social Networks. IEEE Trans. Veh. Technol. 68(2): 1903-1915 (2019) - [j92]Wei Jiang, Gang Feng, Shuang Qin, Tak-Shing Peter Yum, Guohong Cao:
Multi-Agent Reinforcement Learning for Efficient Content Caching in Mobile D2D Networks. IEEE Trans. Wirel. Commun. 18(3): 1610-1622 (2019) - [c165]Li Qiu, Liang Ma, Guohong Cao:
Maintaining Social Connections through Direct Link Placement in Wireless Networks. ICDCS 2019: 453-463 - [c164]Xianda Chen, Tianxiang Tan, Guohong Cao:
Energy-Aware and Context-Aware Video Streaming on Smartphones. ICDCS 2019: 861-870 - [c163]Fenghua Li, Zhe Sun, Ang Li, Ben Niu, Hui Li, Guohong Cao:
HideMe: Privacy-Preserving Photo Sharing on Social Networks. INFOCOM 2019: 154-162 - [c162]Youssef Khazbak, Junpeng Qiu, Tianxiang Tan, Guohong Cao:
TargetFinder: privacy preserving target search through IoT cameras. IoTDI 2019: 213-224 - 2018
- [j91]Yi Yang, Guohong Cao:
Prefetch-Based Energy Optimization on Smartphones. IEEE Trans. Wirel. Commun. 17(1): 693-706 (2018) - [j90]Yeli Geng, Guohong Cao:
Peer-Assisted Computation Offloading in Wireless Networks. IEEE Trans. Wirel. Commun. 17(7): 4565-4578 (2018) - [c161]Jingyao Fan, Youssef Khazbak, Jue Tian, Ting Liu, Guohong Cao:
Mitigating Stealthy False Data Injection Attacks Against State Estimation in Smart Grid. CNS 2018: 1-9 - [c160]Youssef Khazbak, Jingyao Fan, Sencun Zhu, Guohong Cao:
Preserving Location Privacy in Ride-Hailing Service. CNS 2018: 1-9 - [c159]Yeli Geng, Yi Yang, Guohong Cao:
Energy-Efficient Computation Offloading for Multicore-Based Mobile Devices. INFOCOM 2018: 46-54 - 2017
- [j89]Xiao Sun, Li Qiu, Yibo Wu, Yeming Tang, Guohong Cao:
SleepMonitor: Monitoring Respiratory Rate and Body Position During Sleep Using Smartwatch. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 104:1-104:22 (2017) - [j88]Wenjie Hu, Guohong Cao:
Quality-Aware Traffic Offloading in Wireless Networks. IEEE Trans. Mob. Comput. 16(11): 3182-3195 (2017) - [j87]Zongqing Lu, Guohong Cao, Thomas La Porta:
TeamPhone: Networking SmartPhones for Disaster Recovery. IEEE Trans. Mob. Comput. 16(12): 3554-3567 (2017) - [j86]Tuan A. Dao, Indrajeet Singh, Harsha V. Madhyastha, Srikanth V. Krishnamurthy, Guohong Cao, Prasant Mohapatra:
TIDE: A User-Centric Tool for Identifying Energy Hungry Applications on Smartphones. IEEE/ACM Trans. Netw. 25(3): 1459-1474 (2017) - [j85]Xiaomei Zhang, Guohong Cao:
Transient Community Detection and Its Application to Data Forwarding in Delay Tolerant Networks. IEEE/ACM Trans. Netw. 25(5): 2829-2843 (2017) - [j84]Feng Tian, Bo Liu, Xiao Sun, Xiaomei Zhang, Guohong Cao, Lin Gui:
Movement-Based Incentive for Crowdsourcing. IEEE Trans. Veh. Technol. 66(8): 7223-7233 (2017) - [c158]Liang Ma, Guohong Cao, Lance M. Kaplan:
Graphical approach for influence maximization in social networks under generic threshold-based non-submodular model. IEEE BigData 2017: 970-975 - [c157]Youssef Khazbak, Guohong Cao:
Deanonymizing mobility traces with co-location information. CNS 2017: 1-9 - [c156]Jingyao Fan, Qinghua Li, Guohong Cao:
Privacy Disclosure through Smart Meters: Reactive Power Based Attack and Defense. DSN 2017: 13-24 - [c155]Yi Yang, Yeli Geng, Li Qiu, Wenjie Hu, Guohong Cao:
Context-Aware Task Offloading for Wearable Devices. ICCCN 2017: 1-9 - [c154]Xiaomei Zhang, Yibo Wu, Lifu Huang, Heng Ji, Guohong Cao:
Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing. ICDCS 2017: 922-932 - [c153]Wenjie Hu, Guohong Cao:
Energy-Aware CPU Frequency Scaling for Mobile Video Streaming. ICDCS 2017: 2314-2321 - [c152]Yi Yang, Guohong Cao:
Characterizing and optimizing background data transfers on smartwatches. ICNP 2017: 1-10 - [c151]Li Qiu, Guohong Cao:
Popularity-aware caching increases the capacity of wireless networks. INFOCOM 2017: 1-9 - [c150]Yibo Wu, Yi Wang, Guohong Cao:
Photo crowdsourcing for area coverage in resource constrained environments. INFOCOM 2017: 1-9 - [c149]Yibo Wu, Guohong Cao:
VideoMec: a metadata-enhanced crowdsourcing system for mobile videos. IPSN 2017: 143-154 - [c148]Xiao Sun, Li Qiu, Yibo Wu, Guohong Cao:
ActDetector: Detecting Daily Activities Using Smartwatches. MASS 2017: 1-9 - [c147]Yi Yang, Yeli Geng, Guohong Cao:
Energy-Aware Advertising Through Quality-Aware Prefetching on Smartphones. MASS 2017: 144-152 - [c146]Yalin E. Sagduyu, Yi Shi, Tugba Erpek, Sohraab Soltani, Sharon J. Mackey, Derya H. Cansever, Mitesh P. Patel, Bart F. Panettieri, Boleslaw K. Szymanski, Guohong Cao:
Multilayer MANET routing with social-cognitive learning. MILCOM 2017: 103-108 - [c145]Li Qiu, Guohong Cao:
Maintaining Social Links through Amplify-and-Forward in Wireless Networks. MobiHoc 2017: 23:1-23:10 - 2016
- [j83]Xiao Sun, Zongqing Lu, Xiaomei Zhang, Marcel Salathé, Guohong Cao:
Infectious Disease Containment Based on a Wireless Sensor System. IEEE Access 4: 1548-1559 (2016) - [j82]Yi Yang, Sencun Zhu, Guohong Cao:
Improving sensor network immunity under worm attacks: A software diversity approach. Ad Hoc Networks 47: 26-40 (2016) - [j81]Srikar Tati, Scott Rager, Bong Jun Ko, Guohong Cao, Ananthram Swami, Thomas La Porta:
netCSI: A Generic Fault Diagnosis Algorithm for Large-Scale Failures in Computer Networks. IEEE Trans. Dependable Secur. Comput. 13(3): 355-368 (2016) - [j80]Jing Zhao, Wei Gao, Yi Wang, Guohong Cao:
Delay-Constrained Caching in Cognitive Radio Networks. IEEE Trans. Mob. Comput. 15(3): 627-640 (2016) - [j79]Jing Zhao, Xuejun Zhuo, Qinghua Li, Wei Gao, Guohong Cao:
Contact Duration Aware Data Replication in DTNs with Licensed and Unlicensed Spectrum. IEEE Trans. Mob. Comput. 15(4): 803-816 (2016) - [j78]Yibo Wu, Yi Wang, Wenjie Hu, Guohong Cao:
SmartPhoto: A Resource-Aware Crowdsourcing Approach for Image Sensing with Smartphones. IEEE Trans. Mob. Comput. 15(5): 1249-1263 (2016) - [j77]Zongqing Lu, Yonggang Wen, Weizhan Zhang, Qinghua Zheng, Guohong Cao:
Towards Information Diffusion in Mobile Social Networks. IEEE Trans. Mob. Comput. 15(5): 1292-1304 (2016) - [j76]Qinghua Li, Guohong Cao:
Providing Privacy-Aware Incentives in Mobile Sensing Systems. IEEE Trans. Mob. Comput. 15(6): 1485-1498 (2016) - [c144]Yibo Wu, Yi Wang, Wenjie Hu, Xiaomei Zhang, Guohong Cao:
Resource-Aware Photo Crowdsourcing Through Disruption Tolerant Networks. ICDCS 2016: 374-383 - [c143]Li Qiu, Guohong Cao:
Cache increases the capacity of wireless networks. INFOCOM 2016: 1-9 - [c142]Xiaomei Zhang, Yibo Wu, Guohong Cao:
Resource-Aware Approaches for Truth Analysis in Crowdsourcing. MASS 2016: 19-27 - [c141]Zongqing Lu, Guohong Cao, Thomas La Porta:
Networking smartphones for disaster recovery. PerCom 2016: 1-9 - [i1]Zongqing Lu, Guohong Cao, Thomas La Porta:
TeamPhone: Networking Smartphones for Disaster Recovery. CoRR abs/1606.03417 (2016) - 2015
- [j75]Qinghua Li, Guohong Cao:
Privacy-preserving participatory sensing. IEEE Commun. Mag. 53(8): 68-74 (2015) - [j74]Wei Gao, Qinghua Li, Guohong Cao:
Forwarding Redundancy in Opportunistic Mobile Networks: Investigation, Elimination and Exploitation. IEEE Trans. Mob. Comput. 14(4): 714-727 (2015) - [j73]Srikar Tati, Bong Jun Ko, Guohong Cao, Ananthram Swami, Thomas F. La Porta:
Adaptive Algorithms for Diagnosing Large-Scale Failures in Computer Networks. IEEE Trans. Parallel Distributed Syst. 26(3): 646-656 (2015) - [j72]Bo Zhao, Wenjie Hu, Qiang Zheng, Guohong Cao:
Energy-Aware Web Browsing on Smartphones. IEEE Trans. Parallel Distributed Syst. 26(3): 761-774 (2015) - [j71]Zongqing Lu, Xiao Sun, Yonggang Wen, Guohong Cao, Thomas La Porta:
Algorithms and Applications for Community Detection in Weighted Networks. IEEE Trans. Parallel Distributed Syst. 26(11): 2916-2926 (2015) - [c140]Jingyao Fan, Qinghua Li, Guohong Cao:
Privacy-aware and trustworthy data aggregation in mobile sensing. CNS 2015: 31-39 - [c139]Xiao Sun, Zongqing Lu, Wenjie Hu, Guohong Cao:
SymDetector: detecting sound-related respiratory symptoms using smartphones. UbiComp 2015: 97-108 - [c138]Zongqing Lu, Jing Zhao, Yibo Wu, Guohong Cao:
Task Allocation for Mobile Cloud Computing in Heterogeneous Wireless Networks. ICCCN 2015: 1-9 - [c137]Tuan Dao, Indrajeet Singh, Harsha V. Madhyastha, Srikanth V. Krishnamurthy, Guohong Cao, Prasant Mohapatra:
TIDE: A User-centric Tool for Identifying Energy Hungry Applications on Smartphones. ICDCS 2015: 123-132 - [c136]Yeli Geng, Wenjie Hu, Yi Yang, Wei Gao, Guohong Cao:
Energy-Efficient Computation Offloading in Cellular Networks. ICNP 2015: 145-155 - [c135]Ben Niu, Qinghua Li, Xiaoyan Zhu, Guohong Cao, Hui Li:
Enhancing privacy through caching in location-based services. INFOCOM 2015: 1017-1025 - [c134]Wenjie Hu, Guohong Cao:
Energy-aware video streaming on smartphones. INFOCOM 2015: 1185-1193 - [c133]Xiaomei Zhang, Jing Zhao, Guohong Cao:
Who Will Attend? - Predicting Event Attendance in Event-Based Social Network. MDM (1) 2015: 74-83 - [c132]Xiao Sun, Zongqing Lu, Xiaomei Zhang, Marcel Salathé, Guohong Cao:
Targeted vaccination based on a wireless sensor system. PerCom 2015: 215-220 - 2014
- [b1]Bo Zhao, Byung-Chul Tak, Guohong Cao:
Mobile Web Browsing Using the Cloud. Springer Briefs in Computer Science, Springer 2014, ISBN 978-1-4614-8102-7, pp. i-viii, 1-54 - [j70]Qinghua Li, Guohong Cao, Thomas F. La Porta:
Efficient and Privacy-Aware Data Aggregation in Mobile Sensing. IEEE Trans. Dependable Secur. Comput. 11(2): 115-129 (2014) - [j69]Xuejun Zhuo, Wei Gao, Guohong Cao, Sha Hua:
An Incentive Framework for Cellular Traffic Offloading. IEEE Trans. Mob. Comput. 13(3): 541-555 (2014) - [j68]Wei Gao, Guohong Cao, Arun Iyengar, Mudhakar Srivatsa:
Cooperative Caching for Efficient Data Access in Disruption Tolerant Networks. IEEE Trans. Mob. Comput. 13(3): 611-625 (2014) - [j67]Jing Zhao, Guohong Cao:
Robust Topology Control in Multi-Hop Cognitive Radio Networks. IEEE Trans. Mob. Comput. 13(11): 2634-2647 (2014) - [j66]Qiang Zheng, Guohong Cao, Thomas F. La Porta, Ananthram Swami:
Cross-Layer Approach for Minimizing Routing Disruption in IP Networks. IEEE Trans. Parallel Distributed Syst. 25(7): 1659-1669 (2014) - [c131]Jianxia Ning, Indrajeet Singh, Harsha V. Madhyastha, Srikanth V. Krishnamurthy, Guohong Cao, Prasant Mohapatra:
Secret message sharing using online social media. CNS 2014: 319-327 - [c130]Xiaomei Zhang, Guohong Cao:
Efficient Data Forwarding in Mobile Social Networks with Diverse Connectivity Characteristics. ICDCS 2014: 31-40 - [c129]Qinghua Li, Guohong Cao:
Providing Efficient Privacy-Aware Incentives for Mobile Sensing. ICDCS 2014: 208-217 - [c128]Ben Niu, Qinghua Li, Xiaoyan Zhu, Guohong Cao, Hui Li:
Achieving k-anonymity in privacy-aware location-based services. INFOCOM 2014: 754-762 - [c127]Wenjie Hu, Guohong Cao:
Energy optimization through traffic aggregation in wireless networks. INFOCOM 2014: 916-924 - [c126]Zongqing Lu, Yonggang Wen, Guohong Cao:
Information diffusion in mobile social networks: The speed perspective. INFOCOM 2014: 1932-1940 - [c125]Jing Zhao, Wei Gao, Yi Wang, Guohong Cao:
Delay-constrained caching in cognitive radio networks. INFOCOM 2014: 2094-2102 - [c124]Jing Zhao, Guohong Cao:
Spectrum-aware data replication in intermittently connected cognitive radio networks. INFOCOM 2014: 2238-2246 - [c123]Wei Gao, Qinghua Li, Guohong Cao:
Forwarding redundancy in opportunistic mobile networks: Investigation and elimination. INFOCOM 2014: 2301-2309 - [c122]Jing Zhao, Xiaomei Zhang, Guohong Cao, Mudhakar Srivatsa, Xifeng Yan:
Expertise-Based Data Access in Content-Centric Mobile Opportunistic Networks. MASS 2014: 199-207 - [c121]Yi Wang, Wenjie Hu, Yibo Wu, Guohong Cao:
SmartPhoto: a resource-aware crowdsourcing approach for image sensing with smartphones. MobiHoc 2014: 113-122 - [c120]Wenjie Hu, Guohong Cao:
Quality-aware traffic offloading in wireless networks. MobiHoc 2014: 277-286 - [c119]Zongqing Lu, Xiao Sun, Yonggang Wen, Guohong Cao:
Skeleton construction in mobile social networks: Algorithms and applications. SECON 2014: 477-485 - 2013
- [j65]Qiang Zheng, Guohong Cao:
Minimizing Probing Cost and Achieving Identifiability in Probe-Based Network Link Monitoring. IEEE Trans. Computers 62(3): 510-523 (2013) - [j64]Qinghua Li, Wei Gao, Sencun Zhu, Guohong Cao:
To Lie or to Comply: Defending against Flood Attacks in Disruption Tolerant Networks. IEEE Trans. Dependable Secur. Comput. 10(3): 168-182 (2013) - [j63]Zhichao Zhu, Guohong Cao:
Toward Privacy Preserving and Collusion Resistance in a Location Proof Updating System. IEEE Trans. Mob. Comput. 12(1): 51-64 (2013) - [j62]