Publications

 

Please be aware that each paper is copyrighted by the organization responsible for the corresponding conference or journal.

 

Journal Articles

  1. Haoran Xu, Yixin Yang, Xiaodao Chen, Shuo Huang, and Shiyan Hu, Deep Learning-based Pedestrian Detection Using RGB Images and Sparse LiDAR Point Clouds, accepted to IEEE Transactions on Industrial Informatics.
  2. Haixin Wang, Xiangyu Cai, Zihao Yang, Gen Li, Yue Zhou, Junyou Yang, Zhe Chen, and Shiyan Hu, Optimized Operation Framework of Distributed Thermal Storage Aggregators in the Electricity Spot Market, accepted to IEEE Transactions on Industrial Informatics.
  3. Peijin Cong, Junlong Zhou, Weiming Jiang, Mingsong Chen, Shiyan Hu, and Keqin Li, Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems, accepted to IEEE Transactions on Sustainable Computing.
  4. Peijin Cong, Jialo Wang, Junlong Zhou, Zebin Wu, and Shiyan Hu, Learning-based Cloud Server Configuration for Energy Minimization under Reliability Constraint, accepted to IEEE Transactions on Reliability.
  5. Xin Li, Yang Liu, Armando Colombo, and Shiyan Hu, Artificial Intelligence in Logistics Systems: Guest Editorial, accepted to IEEE Transactions on Industrial Informatics.
  6. Haochen Hua, Xingying Chen, Lei Gan, Jiaxiang Sun, Nanqing Dong, Di Liu, Zhaoming Qin, Kang Li, and Shiyan Hu, Demand-side Joint Electricity and Carbon Trading Mechanism, accepted to IEEE Transactions on Industrial Cyber-Physical Systems.
  7. Kun Cao, Yangguang Cui, Liying Li, Junlong Zhou, and Shiyan Hu, CPU-GPU Cooperative QoS Optimization of Personalized Digital Healthcare Using Machine Learning and Swarm Intelligence, accepted to IEEE/ACM Transactions on Computational Biology and Bioinformatics.
  8. Shiying Ni, Shiyan Hu, and Lefei Li, An Intention-aware Markov Chain Based Method for Top-K Recommendation, IEEE Transactions on Automation Science and Engineering, Vol. 21, No. 1, pp. 581-592, January 2024.
  9. Botong Liu, Yang Liu, Shiyan Hu, and Wenming Zhe, Opportunities and Challenges of Scheduling in Logistics Industrial Park Cyber-Physical Systems, IEEE Transactions on Industrial Cyber-Physical Systems, Vol. 1, pp. 322-334, November 2023.
  10. Xi Lin, Jun Wu, Jianhua Li, Chao Sang, Shiyan Hu, and Jamal Deen, Heterogeneous Differential-Private Federated Learning: Trading Privacy for Utility Truthfully, IEEE Transactions on Dependable and Secure Computing, Vol. 20, No. 6, pp. 5113-5129, November 2023.
  11. Keke Huang, Yanwei Tang, Chunhua Yang, Weihua Gui, and Shiyan Hu, Hierarchical Optimal Control for Sulfidation Process in Non-Ferrous Metallurgy CPS, IEEE Transactions on Industrial Cyber-Physical Systems, Vol. 1, pp. 335-344, November 2023.
  12. Xiaomeng Feng, and Shiyan Hu, Cyber-Physical Zero Trust Architecture for Industrial Cyber-Physical System, IEEE Transactions on Industrial Cyber-Physical Systems, Vol. 1, pp. 394-405, November 2023.
  13. Liying Li, Yinghui Wang, Haizhou Wang, Tongquan Wei, and Shiyan Hu, An Efficient Architecture for Imputing Distributed Datasets of IoT Networks, IEEE Internet of Things Journal, Vol. 10, No. 17, pp. 15100-15114, September 2023.
  14. Yong Xie, Gang Zeng, Ryo Kurachi, Fu Xiao, Hiroaki Takada, and Shiyan Hu, Timing Analysis of CAN FD for Security-Aware Automotive Cyber-Physical Systems, IEEE Transactions on Dependable and Secure Computing, Vol. 20, No. 4, pp. 3064-3078, July 2023.
  15. Yang Liu, Xin Tao, Xin Li, Armando Colombo, and Shiyan Hu, Artificial Intelligence in Smart Logistics Cyber-Physical Systems: State-of-The-Arts and Potential Applications, IEEE Transactions on Industrial Cyber-Physical Systems, Vol. 1, pp. 1-20, June 2023.
  16. Keke Huang, Zui Tao, Bei Sun, Chunhua Yang, Weihua Gui, and Shiyan Hu, Adaptive Multimode Process Monitoring Based on Mode-Matching and Similarity-Preserving Dictionary Learning, IEEE Transactions on Cybernetics, Vol. 53, No. 6, pp. 3974-3987, June 2023. (Named a 2023 Thomson Reuters ESI Highly Cited Paper, Among Top 1% Most Cited Papers in the Field of Engineering)
  17. Mingyue Zhang, Junlong Zhou, Peijin Cong, Gongxuan Zhang, Cheng Zhuo, and Shiyan Hu, LIAS: A Lightweight Incentive Authentication Scheme for Forensic Services in IoV, IEEE Transactions on Automation Science and Engineering, Vol. 20, No. 2, pp. 805-820, April 2023.
  18. Keke Huang, Chunhua Yang, Yishun Liu, Weihua Gui, and Shiyan Hu, A Systematic Procurement Supply Chain Optimization Technique Based on Industrial Internet of Thing and Application, IEEE Internet of Things Journal, Vol. 10, No. 8, pp. 7272-7292, April 2023.
  19. Haixin Wang, Zihao Yang, Zhe Chen, Jun Liang, Gen Li, Junyou Yang, and Shiyan Hu, Multiple Adaptive Model Predictive Controllers for Frequency Regulation in Wind Farms, IEEE Transactions on Energy Conversion, Vol. 38, No. 1, pp. 15-26, March 2023.
  20. Weijie Hao, Qiang Yang, Zhiyi Li, Bo Liu, Wei Ruan, and Shiyan Hu, Multi-scale Traffic Aware Cybersecurity Situational Awareness Online Model for Intelligent Power Substation Communication Network, IEEE Internet of Things Journal, Vol. 10, No. 2, pp. 1666-1681, January 2023.
  21. Keke Huang, Shijun Tao, Dehao Wu, Chunhua Yang, Weihua Gui, and Shiyan Hu, Trustworthiness of Process Monitoring in IIoT Based on Self-Weighted Dictionary Learning, IEEE Transactions on Industrial Informatics, Vol. 19, No. 1, pp. 436-446, January 2023.
  22. Shiyan Hu, Yiran Chen, Qi Zhu, and Armando Colombo, Machine Learning in Automation for Industrial Cyber-Physical Systems: Guest Editorial, IEEE Transactions on Automation Science and Engineering, Vol. 20, No. 1, pp. 3-4, January 2023.
  23. Qi Sun, Xufeng Yao, Arjun Ashok Rao, Bei Yu, and Shiyan Hu, Counteracting Adversarial Attacks in Autonomous Driving, IEEE Transactions on Computer Aided Design, Vol. 41, No. 12, pp. 5193-5206, December 2022.
  24. Shiyan Hu, Shui Yu, Hai Li, Vincenzo Piuri, Security, Privacy, and Trustworthiness in Intelligent Cyber-Physical Systems and Internet-of-Things: Guest Editorial, IEEE Internet of Things Journal, Vol. 9, No. 22, pp. 22044-22047, November 2022.
  25. Chengbin Liang, Zhaosheng Teng, Jianmin Li, Wenxuan Yao, Lei Wang, Qing He, Shiyan Hu, Improved S-Transform for Time-Frequency Analysis for Power Quality Disturbances, IEEE Transactions on Power Delivery, Vol. 37, No. 4, pp. 2942 - 2952, August 2022.
  26. Keke Huang, Haofei Wen, Chunhua Yang, Weihua Gui, and Shiyan Hu, Outlier Detection for Process Monitoring in Industrial Cyber-Physical Systems, IEEE Transactions on Automation Science and Engineering, Vol. 19, No. 3, pp. 2487 - 2498, July 2022.
  27. Keke Huang, Li Zhang, Chunhua Yang, Weihua Gui, and Shiyan Hu, Unified Stationary and Nonstationary Data Representation for Process Monitoring in IIoT, IEEE Transactions on Instrumentation and Measurement, Vol. 71, May 2022.
  28. Longxia Huang, Junlong Zhou, Gongxuan Zhang, Jin Sun, Tongquan Wei, Shui Yu, and Shiyan Hu, IPANM: Incentive Public Auditing Scheme for Non-Manager Groups in Clouds, IEEE Transactions on Dependable and Secure Computing, Vol. 19, No. 2, pp. 936 - 952, April 2022.
  29. Junlong Zhou, Mingyue Zhang, Jin Sun, Tian Wang, Xiumin Zhou, and Shiyan Hu, DRHEFT: Deadline-Constrained Reliability-Aware HEFT Algorithm for Real-Time Heterogeneous MPSoC Systems, IEEE Transactions on Reliability, Vol. 71, No. 1, pp. 178 - 189, March 2022. (Named a 2022 Thomson Reuters ESI Hot Paper, Among Top 0.1% Most Cited Papers in the Field of Engineering)
  30. Junlong Zhou, Kun Cao, Xiumin Zhou, Mingsong Chen, Tongquan Wei, and Shiyan Hu, Throughput-Conscious Energy Allocation and Reliability-Aware Task Assignment for Renewable Powered In-Situ Server Systems, IEEE Transactions on Computer-Aided Design, Vol. 41, No. 3, pp. 516 - 529, March 2022. (Named a 2022 Thomson Reuters ESI Highly Cited Paper, Among Top 1% Most Cited Papers in the Field of Engineering)
  31. Guoqi Xie, Kehua Yang, Renfa Li, Shiyan Hu, Digital Twinning Based Adaptive Development Environment for Automotive Cyber-Physical Systems, IEEE Transactions on Industrial Informatics, Vol. 18, No. 2, pp. 1387 - 1396, February 2022.
  32. Chengbin Liang, Zhaosheng Teng, Jianmi Li, Wenxuan Yao, Shiyan Hu, Yan Yang, and Qing He, A Kaiser Window-Based S-transform for Time-Frequency Analysis of Power Quality Signals, IEEE Transactions on Industrial Informatics, Vol. 18, No. 2, pp. 965 - 975, February 2022.
  33. Xinqian Zhang, Ming Hu, Jun Xia, Tongquan Wei, Mingsong Chen, Shiyan Hu, Efficient Federated Learning for Cloud-Based AIoT Applications, IEEE Transactions on Computer-Aided Design, Vol. 40, No. 11, pp. 2211 - 2223, November 2021.
  34. Kun Cao, Shiyan Hu, Yang Shi, Armando Colombo, Stamatis Karnouskos, and Xin Li, A Survey on Edge and Edge-Cloud Computing Assisted Cyber-Physical Systems, IEEE Transactions on Industrial Informatics, Vol. 17, No. 11, pp. 7806 - 7819, November 2021.
  35. Shiyan Hu, Yang Shi, Armando Colombo, Stamatis Karnouskos, and Xin Li, Cloud-Edge Computing for Cyber-Physical Systems and Internet-of-Things: Guest Editorial, IEEE Transactions on Industrial Informatics, Vol. 17, No. 11, pp. 7802 - 7805, November 2021.
  36. Fang Fang, Zhongyan Zhu, Shunping Jin, and Shiyan Hu, Two-Layer Game Theoretic Microgrid Capacity Optimization Considering Uncertainty of Renewable Energy, IEEE Systems Journal, Vol. 15, No. 3, pp. 4260 - 4271, September 2021.
  37. Tinghuan Chen, Bingqing Lin, Hao Geng, Shiyan Hu, and Bei Yu, Leveraging Spatial Correlation for Sensor Drift Calibration in Smart Building, IEEE Transactions on Computer-Aided Design, Vol. 40, No. 7, pp. 1273 - 1286, July 2021.
  38. Guoqi Xie, Kehua Yang, Haibo Luo, Renfa Li, and Shiyan Hu, Reliability and Confidentiality Co-Verification for Parallel Applications in Distributed Systems, IEEE Transactions on Parallel and Distributed Systems, Vol. 32, No. 6, pp. 1353 - 1368, June 2021.
  39. Guoqi Xie, Wei Wu, Gang Zeng, Renfa Li, and Shiyan Hu, Risk Assessment and Development Cost Optimization in Software Defined Vehicles, IEEE Transactions on Intelligent Transportation Systems, Vol. 22, No. 6, pp. 3675 - 3686, June 2021.
  40. Haifeng Gu, Zishuai Ge, E. Cao, Mingsong Chen, Tongquan Wei, Xin Fu, and Shiyan Hu, A Collaborative and Sustainable Edge-Cloud Architecture for Object Tracking with Convolutional Siamese Networks, IEEE Transactions on Sustainable Computing. Vol. 6, No. 1, pp. 144 - 154, January 2021.
  41. Kun Cao, Liying Li, Yangguang Cui, Tongquan Wei, and Shiyan Hu, Exploring Placement of Heterogeneous Edge Servers for Response Time Minimization in Mobile Edge-Cloud Computing, IEEE Transactions on Industrial Informatics, Vol. 17, No. 1, pp. 494 - 503, January 2021. (Named a 2021 Thomson Reuters ESI Highly Cited Paper, Among Top 1% Most Cited Papers in the Field of Engineering)
  42. Guoqi Xie, Renfa Li, and Shiyan Hu, Security-Aware Obfuscated Priority Assignment for CAN FD Messages in Real-Time Parallel Automotive Applications, IEEE Transactions on Computer-Aided Design, Vol. 39, No. 12, pp. 4413 - 4425, December 2020.
  43. Shiyan Hu, Xin Li, Haibo He, Shuguang Cui, and Manish Parasha, Big Data for Cyber-Physical Systems, IEEE Transactions on Big Data, Vol. 6, No. 4, pp. 606-608, December 2020.
  44. Kun Cao, Junlong Zhou, Guo Xu, Tongquan Wei, Shiyan Hu, Exploring Renewable-Adaptive Computation Offloading for Hierarchical QoS Optimization in Fog Computing, IEEE Transactions on Computer-Aided Design, Vol. 39, No. 10, pp. 2095 - 2108, October 2020.
  45. Yunliang Chen, Lizhe Wang, Xiaodao Chen, Rajiv Ranjan, Albert Zomaya, Yuchen Zhou and Shiyan Hu, Stochastic Workload Scheduling for Uncoordinated Datacenter Clouds with Multiple QoS Constraints, IEEE Transactions on Cloud Computing, Vol. 8, No. 4, pp. 1284 - 1295, October 2020.
  46. Yangguang Cui, Kun Cao, Liying Li, Junlong Zhou, Tongquan Wei, and Shiyan Hu, Augmented Cross-Entropy-Based Joint Temperature Optimization of Real-Time 3D MPSoC Systems, IEEE Transactions on Computer-Aided Design, Vol. 39, No. 10, pp. 1987 - 1999, October 2020.
  47. Junlong Zhou, Jin Sun, Peijin Cong, Yi Zhang, Xiumin Zhou, Tongquan Wei, Shiyan Hu, Security-Critical Energy-Aware Task Scheduling for Heterogeneous Real-Time MPSoCs in IoT, IEEE Transactions on Services Computing, Vol 13, No. 4, pp. 745-758, July 2020. (Named a 2020 Thomson Reuters ESI Hot Paper, Among Top 0.1% Most Cited Papers in the Field of Computer Science)
  48. Kian Hamedani, Lingjia Liu, Shiyan Hu, Jonathan Ashdown, Jinsong Wu, and Yang Yi, Detecting Dynamic Attacks in Smart Grids using Reservoir Computing: A Spiking Delayed Feedback Reservoir-Based Approach, IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 4, No. 3, pp. 253-264, June 2020.
  49. Tian Wang, Junlong Zhou, Gongxuan Zhang, Tongquan Wei, and Shiyan Hu, Customer Perceived Value- and Risk-Aware Multiserver Configuration for Profit Maximization, IEEE Transactions on Parallel and Distributed Systems, Vol. 31, No. 5, pp. 1074-1088, May 2020.
  50. Xiaodao Chen, Hao Yu, Kun Cao, Junlong Zhou, Tongquan Wei, and Shiyan Hu, Uncertainty-Aware Flight Scheduling for Airport Throughput and Flight Delay Optimization, IEEE Transactions on Aerospace and Electronic Systems, Vol. 56, No. 2, pp. 853-862, April 2020.
  51. Yuancheng Li, Yuanyuan Wang, and Shiyan Hu, Online Generative Adversary Network Based Measurement Recovery in False Data Injection Attacks: A Cyber-Physical Approach, IEEE Transactions on Industrial Informatics, Vol. 16, No. 3, pp. 2031-2043, March 2020.
  52. Xinli Huang, Fanshuo Li, Kun Cao, Tongquan Wei, and Shiyan Hu, Queueing Theoretic Approach for Performance-Aware Modeling of Sustainable SDN Control Planes, IEEE Transactions on Sustainable Computing, Vol. 5, No. 1, pp. 121-133, January 2020.
  53. Junlong Zhou, Xiumin Zhou, Jin Sun, Tongquan Wei, Mingsong Chen, Shiyan Hu, and Sharon Hu, Resource Management for Improving Soft-Error and Lifetime Reliability of Real-Time MPSoCs, IEEE Transactions on Computer Aided Design, Vol. 38, No. 12, pp. 2215-2228, December 2019. (Named a 2020 Thomson Reuters ESI Highly Cited Paper, Among Top 1% Most Cited Papers in the Field of Engineering)
  54. Junlong Zhou, Sharon Hu, Yue Ma, Jin Sun, Tongquan Wei, Shiyan Hu, Improving Availability of Multicore Real-Time Systems Suffering Both Permanent and Transient Faults, IEEE Transactions on Computers, Vol. 68, No. 12, pp. 1785-1801, December 2019. (Named a 2020 Thomson Reuters ESI Hot Paper, Among Top 0.1% Most Cited Papers in the Field of Computer Science)
  55. Lin Liu, Yuchen Zhou, and Shiyan Hu, Stochastic Buffering For Bundled SWCNT Interconnects Considering Unidimensional Fabrication Variation, IEEE Transactions on Emerging Topics in Computing, Vol. 7, No. 4, pp. 585-595, October 2019.
  56. Hui Huang, Ye Sun, and Shiyan Hu, Energy-Efficient ECG Signal Compression for User Data Input in Cyber-Physical Systems by Leveraging Empirical Mode Decomposition, ACM Transactions on Cyber-Physical Systems, Vol. 3, No. 4, October 2019.
  57. Kun Cao, Guo Xu, Junlong Zhou, Tongquan Wei, Mingsong Chen, and Shiyan Hu, QoS-Adaptive Approximate Real-Time Computation for Mobility-Aware IoT Lifetime Optimization, IEEE Transactions on Computer Aided Design, Vol. 38, No. 10, pp. 1799-1810, October 2019. (Named a 2021 Thomson Reuters ESI Highly Cited Paper, Among Top 1% Most Cited Papers in the Field of Engineering)
  58. Liying Li, Peijin Cong, Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, and Sharon Hu, Game Theoretic Feedback Control for Reliability Enhancement of EtherCAT-Based Networked Systems, IEEE Transactions on Computer Aided Design, Vol. 38, No. 9, pp. 1599-1610, September 2019.
  59. Kun Cao, Junlong Zhou, Peijin Cong, Liying Li, Tongquan Wei, Mingsong Chen, Shiyan Hu, and Sharon Hu, Affinity-Driven Modeling and Task Scheduling for Makespan Optimization in Heterogeneous Multiprocessor Systems Considering Reliability and Temperature, IEEE Transactions on Computer Aided Design, Vol. 38, No. 7, pp. 1189-1202, July 2019.
  60. Xinli Huang, Shang Cheng, Kun Cao, Peijin Cong, Tongquan Wei, and Shiyan Hu, A Survey of Deployment Solutions and Optimization Strategies for Hybrid SDN Networks, IEEE Communications Surveys and Tutorials, Vol. 21, No. 2, pp. 1483-1507, 2019.
  61. Yang Liu, Yuchen Zhou, and Shiyan Hu, Smart Home Cyberattack Detection Framework for Sponsor Incentive Attacks, IEEE Transactions on Smart Grid, Vol. 10, No. 2, pp. 1916-1927, March 2019.
  62. Yang Liu, Xiaoming Chen, Dileep Kadambi, Ajinkya Bari, Xin Li, Shiyan Hu, and Pingqiang Zhou, Dependable Visual Light Based Indoor Localization with Automatic Anomaly Detection for Location Based Service of Mobile Cyber-Physical Systems, ACM Transactions on Cyber-Physical Systems, Vol. 3, No. 1, January 2019.
  63. Hui Huang, Xian Li, Si Liu, Shiyan Hu and Ye Sun, TriboMotion: A Self-Powered Triboelectric Motion Sensor in Wearable Internet of Things for Human Activity Recognition and Energy Harvesting, IEEE Internet-of-Things Journal, Vol. 5, No. 6, pp. 4441-4453, December 2018.
  64. Peijin Cong, Liying Li, Junlong Zhou, Kun Cao, Tongquan Wei, Mingsong Chen, and Shiyan Hu, Developing User Perceived Value Based Pricing Models for Cloud Markets, IEEE Transactions on Parallel and Distributed Systems, Vol. 29, No. 12, pp. 2742-2756, December 2018.
  65. Qi Zhu, Alberto Sangiovanni-Vincentelli, Shiyan Hu, and Xin Li, Design Automation for Cyber-Physical Systems: Scanning the Issue, Proceedings of the IEEE, Vol. 106, No. 9, pp. 1479 - 1483, September 2018.
  66. Lin Liu, Hui Huang and Shiyan Hu, Lorenz Chaotic System Based Carbon Nanotube Physical Unclonable Functions, IEEE Transactions on Computer Aided Design, Vol. 37, No. 7, pp. 1408 - 1421, July 2018.
  67. C. Wang, Y. Sun, S. Hu, L. Jiang, and W. Qian, Variation-Aware Global Placement for Improving Timing-Yield of Carbon-Nanotube Field Effect Transistor Circuit, ACM Transactions on Design Automation of Electronic Systems, Vol. 23, No. 4, July 2018.
  68. Shiyan Hu, Bei Yu, and Huafeng Yu, Sustainable Cyber-Physical Systems: Guest Editorial, IEEE Transactions on Sustainable Computing, Vol. 3, No. 2, pp. 58-59, June 2018.
  69. Yang Liu, Yuchen Zhou, and Shiyan Hu, Combating Coordinated Pricing Cyberattack and Energy Theft in Smart Home Cyber-Physical Systems, IEEE Transactions on Computer Aided Design, Vol. 37, No. 3, pp. 573-586, March 2018.
  70. Yuchen Zhou, Yang Liu and Shiyan Hu, Energy Theft Detection in Multi-Tenant Data Centers with Digital Protective Relay Deployment, IEEE Transactions on Sustainable Computing, Vol. 3, No. 1, pp. 16-29, January 2018.
  71. Xin Li, Shiyan Hu, and Qi Zhu, Smart Homes, Buildings and Infrastructures: Guest Editorial, ACM Transactions on Cyber-Physical Systems, Vol. 1, No. 4, pp. 17:1-2, October 2017.
  72. Sanjit Seshia, Shiyan Hu, Qi Zhu and Wenchao Li, Design Automation of Cyber-Physical Systems: Challenges, Advances, and Opportunities, IEEE Transactions on Computer-Aided Design, Vol. 36, No. 9, pp. 1421-1434, September 2017. (Keynote Paper)
  73. Jacob Wurm, Yier Jin, Yang Liu, Shiyan Hu, Kenneth Heffner, Fahim Rahman, and Mark Tehranipoor, Introduction to Cyber-Physical System Security: A Cross-Layer Perspective, IEEE Transactions on Multi-Scale Computing Systems, Vol. 3, No. 3, pp. 215 - 227, July 2017.
  74. Yang Liu, Shiyan Hu, Han Huang, Rajiv Ranjan, Albert Zomaya, Lizhe Wang, Game Theoretic Market Driven Smart Home Scheduling Considering Energy Balancing, IEEE Systems Journal, Vol. 11, No. 2, pp. 910-921, June 2017. (Received the 2018 IEEE Systems Journal Best Paper Award)
  75. Yang Liu and Shiyan Hu, Renewable Energy Pricing Driven Scheduling in Distributed Smart Community Systems, IEEE Transactions on Parallel and Distributed Computing, Vol. 28, No. 5, pp. 1445-1456, May 2017.
  76. Xiaodao Chen, Dongmei Zhang, Lizhe Wang, Ning Jia, Zhijiang Kang, Yun Zhang, and Shiyan Hu, Design Automation for Interwell Connectivity Estimation in Petroleum Cyber-Physical Systems, IEEE Transactions on Computer-Aided Design, Vol. 26, No. 2, pp. 255-264, February 2017.
  77. Yang Liu, Shiyan Hu and Albert Zomaya, The Hierarchical Smart Home Cyberattack Detection Considering Power Overloading and Frequency Disturbance, IEEE Transactions on Industrial Informatics, Vol. 12, No. 5, pp. 1973-1983, May 2016.
  78. Shiyan Hu, Yier Jin, Kenneth Heffner and Mark Tehranipoor, Hardware/Software Cross-Layer Technologies for Trustworthy and Secure Computing: Guest Editorial, IEEE Transactions on Multi-Scale Computing Systems, Vol. 2, No. 3, pp. 144-145, 2016.
  79. Yonghe Guo, Chee-Wooi Ten, Shiyan Hu and Wayne Weaver, Preventive Maintenance for Advanced Metering Infrastructure Against Malware Propagation, IEEE Transactions on Smart Grid, Vol. 7, No. 3, pp. 1314-1328, May 2016.
  80. Lizhe Wang, Shiyan Hu, Gilles Betis and Rajiv Ranjan, A Computing Perspective on Smart City, IEEE Transactions on Computers, Vol. 65, No. 5, pp. 1337-1338, May 2016.
  81. Shiyan Hu, Sharon Hu and Albert Zomaya, Leveraging Design Automation Techniques for Cyber-Physical System Design: Guest Editorial, IEEE Transactions on Computer-Aided Design, Vol. 35, No. 5, pp. 697-698, May 2016.
  82. Bei Yu, Kun Yuan, Jhih-Rong Gao, Shiyan Hu and David Z. Pan, EBL Overlapping aware Stencil Planning for MCC System, ACM Transactions on Design Automation of Electronic Systems, Vol. 21, No. 3, May 2016.
  83. Yang Liu, Shiyan Hu and Tsung-Yi Ho, Leveraging Strategic Detection Techniques for Smart Home Pricing Cyberattacks, IEEE Transactions on Dependable and Secure Computing, Vol. 13, No. 2, pp. 220-235, March 2016.
  84. Yang Liu and Shiyan Hu, Cyberthreat Analysis and Detection for Energy Theft in Social Networking of Smart Homes, IEEE Transactions on Computational Social Systems, Vol. 2, No. 4, pp. 148-158, December 2015.
  85. Yuchen Zhou, Xiaodao Chen, Albert Zomaya, Lizhe Wang, and Shiyan Hu, A Dynamic Programming Algorithm for Leveraging Probabilistic Detection of Energy Theft in Smart Home, IEEE Transactions on Emerging Topics in Computing, Vol 3, No. 4, pp. 502-513, December 2015.
  86. Lin Liu, Yang Liu, Lizhe Wang, Albert Zomaya, and Shiyan Hu, Economical and Balanced Energy Usage in The Smart Home Infrastructure: A Tutorial and New Results, IEEE Transactions on Emerging Topics in Computing, Vol. 3, No. 4, pp. 556-570, December 2015.
  87. Xiaodao Chen, Lizhe Wang, Albert Zomaya, Shiyan Hu, Lin Liu, Cloud Computing For VLSI Floorplanning Considering Peak Temperature Reduction, IEEE Transactions on Emerging Topics in Computing, Vol. 3, No. 4, pp. 534-543, December 2015.
  88. Tongquan Wei, Junlong Zhou, Jianming Yan, Xiaodao Chen, Kaijie Wu, Shiyan Hu, Sharp Corner/Edge Recognition in Domestic Environments Using RGB-D Camera Systems, IEEE Transactions on Circuits and Systems (II), Vol. 62, No. 10, pp. 987-991, October 2015.
  89. X. Chen, D. Chen, L. Wang, Z. Deng, R. Ranjan, A. Zomaya, S. Hu, Variation-Aware Layer Assignment With Hierarchical Stochastic Optimization on a Multicore Platform, IEEE Transactions on Emerging Topics in Computing, Vol. 2, No. 4, pp. 488-500, December 2014.
  90. Chen Liao and Shiyan Hu, Physical-Level Synthesis For Digital Lab-on-a-chip Considering Variation, Contamination and Defect, IEEE Transactions on NanoBioscience (TNB), Vol 13, No. 1, pp. 3-11, March 2014. (This Research Was Featured in the Front Cover)
  91. D. Bruckner, T. Dillon, S. Hu, P. Palensky and T. Wei, Building Automation, Smart Home and Communities: Guest Editorial, IEEE Transactions on Industrial Informatics, Vol. 10, No. 1, pp. 676-679, February 2014.
  92. Chen Liao, Chee-Wooi Ten and Shiyan Hu, Strategic FRTU Deployment Considering Cybersecurity in Secondary Distribution Network, IEEE Transactions on Smart Grid, Vol. 4, No. 3, pp. 1264-1274, September 2013.
  93. Xiaodao Chen, Tongquan Wei and Shiyan Hu, Uncertainty-Aware Household Appliance Scheduling Considering Dynamic Electricity Pricing In Smart Home, IEEE Transactions on Smart Grid, Vol. 4, No. 2, pp. 932-940, June 2013. (Received the 2018 IEEE TCSC Most Influential Paper Award, and Named a 2017-2019 Thomson Reuters ESI Highly Cited Paper, Among Top 1% Most Cited Papers in the Field of Engineering)
  94. Xiaodao Chen, Chen Liao, Tongquan Wei and Shiyan Hu, An Interconnect Reliability-Driven Routing Technique For Electromigration Failure Avoidance, IEEE Transactions on Dependable and Secure Computing (TDSC), Vol. 9, No. 5, pp. 770 - 776, September 2012.
  95. Xueqian Zhao, Yonghe Guo, Xiaodao Chen, Zhuo Feng and Shiyan Hu, Hierarchical Cross Entropy Optimization for Fast On-Chip Decap Budgeting, IEEE Transactions on Computer-Aided Design (TCAD), Vol. 30, No. 11, pp. 1610-1620, November 2011.
  96. Tongquan Wei, Xiaodao Chen and Shiyan Hu, Reliability-Driven Energy Efficient Task Scheduling for Multiprocessor Real-Time Systems, IEEE Transactions on Computer-Aided Design (TCAD), Vol. 30, No. 10, pp. 1569- 1573, October 2011.
  97. Chen Liao and Shiyan Hu, Multi-Scale Variation-Aware Techniques for High Performance Digital Microfluidic Lab-on-a-chip Component Placement, IEEE Transactions on NanoBioscience (TNB), Vol. 10, No. 1, pp. 51-58, March 2011.
  98. Shiyan Hu, Pratik Shah and Jiang Hu, Pattern Sensitive Placement Perturbation For Manufacturability, IEEE Transactions on Very Large Scale Integration Systems (TVLSI), Vol. 18, No. 6, pp. 1002-1006, June 2010.
  99. Shiyan Hu, Zhuo Li, Charles J. Alpert, A Fully Polynomial Time Approximation Scheme For Timing Constrained Minimum Cost Layer Assignment, IEEE Transactions on Circuits and Systems - II (TCAS-II), Vol. 56, No. 7, pp. 580-584, July 2009.
  100. Shiyan Hu, Mahesh Ketkar and Jiang Hu, Gate Sizing For Cell Library-Based Designs, IEEE Transactions on Computer-Aided Design (TCAD), Vol. 28, No. 6, pp. 818-825, June 2009.
  101. Shiyan Hu, Charles J. Alpert, Jiang Hu, Shrirang Karandikar, Zhuo Li, Weiping Shi and C. N. Sze, Fast Algorithms for Slew Constrained Minimum Cost Buffering, IEEE Transactions on Computer-Aided Design (TCAD), Vol. 26, No. 11, pp. 2009-2022, November 2007. (IBM Pat Goldberg Best Paper Award Finalist in 2008)
  102. Shiyan Hu, Qiuyang Li, Jiang Hu and Peng Li, Utilizing Redundancy for Timing Critical Interconnect, IEEE Transactions on Very Large Scale Integration Systems (TVLSI), Vol. 15, No. 10, pp. 1067-1080, October 2007.
  103. Yunliang Chen, Xiaodao Chen, Wangyang Liu, Yuchen Zhou, Albert Y. Zomaya, Rajiv Ranjan, and Shiyan Hu, Stochastic Scheduling for Variation-Aware Virtual Machine Placement in a Cloud Computing CPS, Future Generation Computer Systems (FGCS), Vol. 105, pp. 779-788, April 2020, Elsevier.
  104. Xiaodao Chen, Junqing Fan, Qing He, Yuewei Wang, Dongbo Liu and Shiyan Hu, Economical and Balanced Production in Smart Petroleum Cyber-Physical System, Future Generation Computer Systems (FGCS), Vol. 95, pp. 364-371, June 2019, Elsevier.
  105. Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, Keqin Li, A survey of optimization techniques for thermal-aware 3D processors, Journal of Systems Architecture, Vol. 97, pp. 397-415, August 2019, Elsevier.
  106. Xiumin Zhou, Gongxuan Zhang, Jin Sun, Junlong Zhou, Tongqun Wei, and Shiyan Hu, Minimizing Cost and Makespan For Workflow Scheduling in Cloud Using Fuzzy Dominance Sort Based HEFT, Future Generation Computer Systems (FGCS), Vol. 93, pp. 278-289, April 2019, Elsevier.
  107. Xinqian Zhang, Tingming Wu, Mingsong Chen, Tongquan Wei, Junlong Zhou, Shiyan Hu, and Rajkumar Buyya, Energy-Aware Virtual Machine Allocation for Cloud with Resource Reservation, Journal of Systems and Software, Vol. 147, pp. 147-161, January 2019.
  108. Junlong Zhou, Jianming Yan, Kun Cao, Yanchao Tan, Mingsong Chen, Xiaodao Chen, Shiyan Hu, and Gongxuan Zhang, Thermal-Aware Correlated Two-Level Scheduling of Real-Time Tasks with Reduced Processor Energy on Heterogeneous MPSoCs, Journal of Systems Architecture (JSA), Vol. 82, pp. 1-11, January 2018, Elsevier.
  109. X. Chen, Y. Chen, A. Zomaya, R. Ranjan, and S. Hu, CEVP: Cross Entropy based Virtual Machine Placement for Energy Optimization in Clouds, Journal of Supercomputing, Springer, Vol. 72, No. 8, pp. 3194-3209, August 2016.
  110. Jia Wang, Lin Liu, Yuchen Zhou, and Shiyan Hu, Buffering Carbon Nanotube Interconnects Considering Inductive Effects, Journal of Circuits, Systems and Computers (JCSC), Vol. 25, No. 8, March 2016.
  111. Xiaodao Chen and Shiyan Hu, Distributed Generation Placement for Power Distribution Networks, Journal of Circuits, Systems and Computers (JCSC), Vol. 24, No. 1, January 2015.
  112. Lin Liu, Xin Yang, Han Huang and Shiyan Hu, Smart Home Scheduling For Cost Reduction and Its Implementation on FPGA, Journal of Circuits, Systems and Computers (JCSC), Vol. 24, No. 4, pp. 1-15, April 2015.
  113. Chen Liao, Jia Wang and Shiyan Hu, The Power Distribution Network Expansion Planning Based on Stackelberg Minimum Weight K-Star Game, Journal of Circuits, Systems and Computers (JCSC), Vol. 22, No. 6, pp. 412-426, July 2013.
  114. Jia Wang and Shiyan Hu, A Linear Time Approximation Scheme for Computing Geometric Maximum K-Star, Journal of Global Optimization, Springer, Vol. 55, No. 4, pp. 849-855, April 2013.
  115. Chen Liao, Xiaodao Chen and Shiyan Hu, Discrete Wavelet Transform Based Circuit Layout Fingerprinting Using Chaotic System, Journal of Circuits, Systems and Computers (JCSC), Vol. 21, No. 7, pp. 491-505, November 2012.
  116. Chen Liao and Shiyan Hu, Approximation Scheme For Restricted Discrete Gate Sizing Targeting Delay Minimization, Journal of Combinatorial Optimization, Springer, Vol. 21, No. 4, pp. 497-510, May 2011.
  117. Lingjie Zhu, Tongquan Wei, Xiaodao Chen, Yonghe Guo and Shiyan Hu, Adaptive Fault-Tolerance Task Scheduling for Real-Time Energy Harvesting Systems, Journal of Circuits, Systems and Computers (JCSC), Vol. 21, No. 1, pp. 41-56, February 2012.
  118. Chen Liao and Shiyan Hu, Polynomial Time Approximation Schemes for Minimum Disk Cover Problems, Journal of Combinatorial Optimization, Springer, Vol. 20, No. 4, pp. 399-412, November 2010.
  119. Shiyan Hu, An Almost Four-Approximation Algorithm for Maximum Weight Triangulation, Journal of Combinatorial Optimization, Springer, Vol. 19, No. 1, pp. 31-42, January 2010.
  120. Shiyan Hu, A New Asymmetric Inclusion Region for Minimum Weight Triangulations, Journal of Global Optimization, Springer, Vol. 46, No. 1, pp. 63-73, January 2010.
  121. Shiyan Hu, A Secure Partition Based Document Image Watermarking Scheme, International Journal of Information and Computer Security (IJICS), Vol. 4, No. 1, pp. 9-23, 2010.
  122. Shiyan Hu and Jiang Hu, A Fast General Slew Constrained Minimum Cost Buffering Algorithm, Microelectronics Journal, Elsevier, Vol. 40, No. 10, pp. 1417-1502, October 2009.
  123. Han Huang, Shiyan Hu, Dariusz Czarkowski, Programmed PWM to Improve Power Quality in Systems with Distributed Generation Units, International Journal of Energy Technology and Policy (IJETP), Vol. 5 No. 2 pp. 204-218, 2007.
  124. Shiyan Hu, Geometric-Invariant Image Watermarking By Key-Dependent Triangulation, Informatica: An International Journal of Computing and Informatics, Vol. 32, No.2, pp. 169-181, 2008.
  125. Shiyan Hu, A Linear Time Algorithm for Max-Min Length Triangulation of A Convex Polygon, Information Processing Letters, Elsevier, Vol. 101, No. 5, pp. 203-208, March 2007.

 

Conference Papers

  1. Yutong Ye, Wupan Zhao, Tongquan Wei, Shiyan Hu, and Mingsong Chen, FedLight: Federated Reinforcement Learning for Autonomous Multi-Intersection Traffic Signal Control, in Proceedings of IEEE/ACM Design Automation Conference (DAC), 2021.
  2. Yuan Wang, Yang Liu, Shiqi Hao, Shiyan Hu, and Wenming Zhe, Delay Aware Dynamic Risk Assessment for Logistics Delivery, in Proceedings of IEEE International Symposium on Systems Engineering (ISSE), 2021.
  3. Mingyue Zhang, Junlong Zhou, Kun Cao, and Shiyan Hu, Trusted Anonymous Authentication For Vehicular Cyber-Physical Systems, in Proceedings of IEEE International Conference on Internet of Things, 2020. (Received Best Paper Award)
  4. Qi Sun, Arjun A. Rao, Xufeng Yao, Bei Yu, and Shiyan Hu, Counteracting Adversarial Attacks in Autonomous Driving, in Proceedings of IEEE/ACM International Conference on Computer Aided Design (ICCAD), 2020. (invited)
  5. Hui Huang, Shiyan Hu, and Ye Sun, ECG Signal Compression for Low Power Sensor Nodes Using Sparse Frequency Spectrum Features, in Proceedings of IEEE Biomedical Circuits and Systems Conference (BioCAS), 2018.
  6. Hui Huang, Ye Sun, and Shiyan Hu, Energy-efficient ECG compression in wearable body sensor network by leveraging empirical mode decomposition, in Proceedings of IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), 2018.
  7. Xiaodao Chen, Dongmei Zhang, Yuewei Wang, Lizhe Wang, Albert Zomaya, and Shiyan Hu, Offshore Oil Spill Monitoring and Detection: Improving Risk Management for Offshore Petroleum Cyber-Physical Systems, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2017. (invited)
  8. Xiaodao Chen, Yuchen Zhou, Hong Zhou, Chaowei Wan, Qi Zhu, Wenchao Li and Shiyan Hu, Analysis of Production Data Manipulation Attacks in Petroleum Cyber-Physical Systems, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2016. (invited)
  9. Chun-Hao Kuo, Guan-Ruei Lu, Tsung-Yi Ho, Hung-Ming Chen, Shiyan Hu, Placement Optimization of Cyber-Physical Digital Microfluidic Biochips, in Proceedings of IEEE Biomedical Circuits and Systems Conference, 2016.
  10. Yang Liu, Lin Liu, Yuchen Zhou, and Shiyan Hu, Leveraging Carbon Nanotube Technologies in Developing Physically Unclonable Function for Cyber-Physical System Authentication, in Proceedings of IEEE INFOCOM Cyber-Physical System Security Workshop, 2016.
  11. Tianshu Wei, Bowen Zheng, Qi Zhu and Shiyan Hu, Security Analysis of Proactive participation of Smart Buildings in Smart Grid, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2015. (invited)
  12. Tsung-Yi Ho, William Grover, Shiyan Hu and Krishnendu Chakrabarty, Cyber-Physical Integration in Programmable Microfluidic Biochips, in Proceedings of IEEE International Conference on Computer Design (ICCD), 2015. (invited)
  13. Yang Liu, Shiyan Hu, Jie Wu, Yiyu Shi, Yier Jin, Yu Hu and Xiaowei Li, Impact Assessment of Net Metering on Smart Home Cyberattack Detection, in Proceedings of IEEE/ACM Design Automation Conference (DAC), 2015. (invited)
  14. Charalambos Konstantinou, Michail Maniatakos, Fareena Saqib, Shiyan Hu Jim Plusquellic, and Yier Jin, Cyber-Physical Systems: A Security Perspective, in Proceedings of IEEE European Test Symposium (ETS), 2015. (invited)
  15. Chen Wang, Li Jiang, Shiyan Hu, Tianjian Li, Xiaoyao Liang, Naifeng Jing, and Weikang Qian, Timing-Driven Placement for Carbon Nanotube Circuits, in Proceedings of IEEE International System-on-Chip Conference (SOCC), 2015. (invited)
  16. Yonghe Guo, Chee-Wooi Ten, Shiyan Hu and Wayne W. Weaver, Modeling Distributed Denial of Service Attack in Advanced Metering Infrastructure, in Proceedings of IEEE PES Innovative Smart Grid Technologies Conference (ISGT), 2015.
  17. Yang Liu, Shiyan Hu and Tsung-Yi Ho, Vulnerability Assessment and Defense Technology for Smart Home Cybersecurity Considering Pricing Cyberattacks, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2014. (invited)
  18. Lin Liu, Yuchen Zhou and Shiyan Hu, Buffering Carbon Nanotube Interconnects for Timing Optimization, in Proceedings of IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2014. (invited)
  19. Lin Liu, Yuchen Zhou, Yang Liu and Shiyan Hu, Dynamic Programming Based Game Theoretic Algorithm for Economical Multi-User Smart Home Scheduling, in Proceedings of IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), 2014. (invited)
  20. Yaoguang Wei, Zhuo Li, Cliff Sze, Shiyan Hu, Charles J. Alpert, and Sachin S. Sapatnekar, CATALYST: Planning layer directives for effective design closure, in Proceedings of Design, Automation and Test in Europe (DATE), 2013.
  21. Jia Wang, Xiaodao Chen, Lin Liu and Shiyan Hu, Fast Approximation For Peak Power Driven Voltage Partitioning in Almost Linear Time, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2012.
  22. Jia Wang, Xiaodao Chen, Chen Liao and Shiyan Hu, The Approximation Scheme For Peak Power Driven Voltage Partitioning, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2011.
  23. Xueqian Zhao, Jia Wang, Zhuo Feng and Shiyan Hu, Power Grid Analysis with Hierarchical Support Graphs, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2011.
  24. Jia Wang and Shiyan Hu, The Fast Optimal Voltage Partitioning Algorithm For Peak Power Density Minimization, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2010.
  25. Xueqian Zhao, Yonghe Guo, Zhuo Feng and Shiyan Hu, Parallel Hierarchical Cross Entropy Optimization for On-Chip Decap Budgeting, in Proceedings of ACM/IEEE Design Automation Conference (DAC), 2010.
  26. Zhuo Li, David Papa, Shiyan Hu, Charles Alpert, Weiping Shi, C.N. Sze and Ying Zhou, Ultra-Fast Interconnect Driven Cell Cloning For Minimizing Critical Path Delay, in Proceedings of ACM International Symposium on Physical Design (ISPD), 2010.
  27. Xiaodao Chen and Shiyan Hu, A transceiver-aware routing framework for on-chip nanophotonic integration, in Proceedings of International Workshop on Emerging Technologies in VLSI CAD and Embedded Computing (VCEC), in conjunction with IEEE International Conference on Intelligent Control and Information Processing (ICICIP), 2010.
  28. Linjie Zhu, Tongquan Wei, Yonghe Guo, Xiaodao Chen and Shiyan Hu, Energy efficient fault-tolerance task allocation scheme for real-time energy harvesting systems, in Proceedings of International Workshop on Emerging Technologies in VLSI CAD and Embedded Computing (VCEC), in conjunction with IEEE International Conference on Intelligent Control and Information Processing (ICICIP), 2010.
  29. Tongquan Wei, Yonghe Guo, Xiaodao Chen and Shiyan Hu, Adaptive Task Allocation for Multiprocessor SoCs in Real-Time Energy Harvesting Systems, in Proceedings of IEEE International Symposium on Quality Electronic Design (ISQED), 2010.
  30. Yujia Feng, Shiyan Hu, The Epsilon-Approximation To Discrete VT Assignment For Leakage Power Minimization, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2009. (IEEE/ACM William J. McCalla Best Paper Award Finalist, 13 out of 438 submissions = 3%)
  31. Shiyan Hu, Zhuo Li, Charles J. Alpert, A Fully Polynomial Time Approximation Scheme for Timing Driven Minimum Cost Buffer Insertion, in Proceedings of ACM/IEEE Design Automation Conference (DAC), 2009. (IBM Pat Goldberg Best Paper Award Finalist in 2010)
  32. Shiyan Hu, Zhuo Li, Charles J. Alpert, A Faster Approximation Scheme For Timing Driven Minimum Cost Layer Assignment, in Proceedings of ACM International Symposium on Physical Design (ISPD), 2009.
  33. Uday Doddannagari, Shiyan Hu, Weiping Shi, Fast Characterization of Parameterized Cell Library, in Proceedings of IEEE International Symposium on Quality Electronic Design (ISQED), 2009.
  34. Shiyan Hu, Zhuo Li, Charles J. Alpert, A Polynomial Time Approximation Scheme for Timing Constrained Minimum Cost Layer Assignment, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), pp. 112-115, 2008.
  35. Zhuo Li, Charles J. Alpert, Shiyan Hu, Tuhin Muhmud, Stephen T. Quay, Paul G. Villarrubia, Fast Interconnect Synthesis with Layer Assignment, in Proceedings of ACM International Symposium on Physical Design (ISPD), pp. 71-77, 2008. (invited)
  36. Shiyan Hu and Jiang Hu, Unified Adaptivity Optimization of Clock and Logic Signals, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), pp. 125-130, 2007.
  37. Shiyan Hu, Mahesh Ketkar and Jiang Hu, Gate Sizing For Cell Library-Based Designs, in Proceedings of ACM/IEEE Design Automation Conference (DAC), pp. 847-852, 2007. Journal version
  38. Zhanyuan Jiang, Shiyan Hu, Weiping Shi, A New Twisted Differential Line Structure in Global Bus Design, in Proceedings of ACM/IEEE Design Automation Conference (DAC), pp. 180-183, 2007.
  39. Shiyan Hu, Jiang Hu, Pattern Sensitive Placement For Manufacturability, in Proceedings of ACM International Symposium on Physical Design (ISPD), pp. 27-34, 2007.
  40. Zhanyuan Jiang, Shiyan Hu, Jiang Hu, Weiping Shi, An Efficient Algorithm For RLC Buffer Insertion, in Proceedings of IEEE International Symposium on Quality Electronic Design (ISQED) , pp. 171-175, 2007.
  41. Shiyan Hu and Jiang Hu, A New Fast Slew Buffering Algorithm Without Input Slew Assumptions, in Proceedings of IEEE Dallas Circuits and Systems Workshop (DCAS), pp. 1-4, 2007.
  42. Shiyan Hu, Charles J. Alpert, Jiang Hu, Shrirang Karandikar, Zhuo Li, Weiping Shi and C. N. Sze, Fast Algorithms for Slew Constrained Minimum Cost buffering, in Proceedings of ACM/IEEE Design Automation Conference (DAC), pp. 308-313, 2006. Journal version
  43. Shiyan Hu, Qiuyang Li, Jiang Hu and Peng Li, Steiner Network Construction for Timing Critical Nets, in Proceedings of ACM/IEEE Design Automation Conference (DAC), pp. 379-384, 2006. Journal version
  44. Zhanyuan Jiang, Shiyan Hu, Jiang Hu, Zhuo Li, Weiping Shi, A New RLC Buffer Insertion Algorithm, in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), pp. 553-557, 2006
  45. Shiyan Hu, Han Huang, Dariusz Czarkowski, Hybrid Trigonometric Differential Evolution for Optimizing Harmonics Distribution, in Proceedings of the 2005 IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1306-1309, 2005.
  46. Shiyan Hu, Han Huang, Dariusz Czarkowski, Fuzzy Solution for Approximating Constrained Optimal PWM using Quantum Evolutionary Algorithm, in Soft Methodology and Random Information Systems, Advances in Soft Computing, pp. 661-668, Springer-Verlag, 2004.
  47. Han Huang, Shiyan Hu, Dariusz Czarkowski, Harmonic Elimination for Constrained Optimal PWM, in Proceedings of 30th Annual Conference of the IEEE Industrial Electronics Society (IECON), pp. 2702-2705, 2004.
  48. Shiyan Hu, Han Huang, Optimizing Surplus Harmonics Distribution In PWM, in Lecture Notes in Computer Science (LNCS), Vol. 3356, pp. 366-375, Springer-Verlag, 2004.
  49. Han Huang, Shiyan Hu, Dariusz Czarkowski, Solving the Ill-Conditioned Polynomial for the Optimal PWM, in Proceedings of the 11th IEEE International Conference on Harmonics and Quality of Power (ICHQP), pp. 555-558, 2004.
  50. Han Huang, Shiyan Hu, and Dariusz Czarkowski. A Novel Simplex Homotopic Fixed-Point Algorithm for Computation of Optimal PWM Patterns, in Proceedings of the 35th IEEE Power Electronics Specialists Conference (PESC), pp. 1263-1267, 2004.
  51. Shiyan Hu, Document Image Watermarking Algorithm Based on Neighborhood Pixel Ratio, in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 841-844, 2005.
  52. Shiyan Hu, Efficient Video Retrieval by Locality Sensitive Hashing, in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 449-452, 2005.
  53. Shiyan Hu, Minya Chen, Adaptive Frechet Kernel Based Support Vector Machine for Text Detection, in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 365-368, 2005.
  54. Shiyan Hu, Key-Dependant Decomposition Based Image Watermarking, in Proceedings of the ACM International Conference on Multimedia (ACM Multimedia), pp. 428-431, 2004.
  55. Shiyan Hu, Quantum Neural Network for Image Watermarking, in Proceedings of International Symposium on Neural Networks, Lecture Notes in Computer Science (LNCS), Vol. 3174, pp. 669-674, Springer-Verlag, 2004.
  56. Shiyan Hu, A New Document Image Watermarking Algorithm Based on Hybrid Multi-Scale Ant Colony System, in Proceedings of International Symposium on Computer and Information Sciences, Lecture Notes in Computer Science (LNCS), Vol. 3280, pp. 440-448, Springer-Verlag, 2004.
  57. Shiyan Hu, Document Image Watermarking Based on Weight-Invariant Partition using Support Vector Machine, in Proceedings of International Workshop on Document Analysis Systems (DAS), Lecture Notes in Computer Science (LNCS), Vol. 3163, pp. 546-554, Springer-Verlag, 2004.
  58. Shiyan Hu, A Constant-Factor Approximation for Maximum Weight Triangulation, in Proceedings of 15th Canadian Conference on Computational Geometry (CCCG), pp. 150-154, 2003.

 

Book

  1. Shiyan Hu and Bei Yu, Big Data Analytics for Cyber-Physical Systems, Springer, 2020. (edited book)

 

Book Chapters

  1. Xiaomeng Feng, Yang Liu, and Shiyan Hu, Machine Learning for Cyber-Physical Power System Security, Machine Learning for Embedded System Security, Basel Halak, ed., Springer, 2022. (invited)
  2. Yang Liu and Shiyan Hu, Smart Home Scheduling and Cybersecurity: Fundamentals, Smart Cities and Homes: Key Enabling Technologies, Petros Nicopolitidis and Mohammad S. Obaidat, ed., Elsevier, 2016. (invited)
  3. Yang Liu, Shiyan Hu, Jie Wu, Yiyu Shi, Yier Jin, Yu Hu and Xiaowei Li, Smart Home Cybersecurity Considering The Integration of Renewable Energy, Smart Cities and Homes: Key Enabling Technologies, Petros Nicopolitidis and Mohammad S. Obaidat, ed., Elsevier, 2016. (invited)
  4. Lin Liu, Yuchen Zhou and Shiyan Hu, Timing Driven Buffer Insertion for Carbon Nanotube Interconnects, in the Nano-CMOS and Post-CMOS Electronics: Device and Modelling, Saraju P. Mohanty and Ashok Srivastava, ed., IET, 2016. (invited)
  5. Jiang Hu, Zhuo Li, Shiyan Hu, Buffer Insertion: Basics, in the Handbook of Algorithms for VLSI Physical Design Automation, Charles J. Alpert, Dinesh P. Mehta, and Sachin S. Sapatnekar, ed., November 2008. (invited)