尚笠

Li Shang
Ph.D, Professor
School of Computer Science
Fudan University
lishang@fudan.edu.cn

  

复旦大学教授、博士生导师、上海市特聘专家。美国普林斯顿大学博士。曾任英特尔中国研究院副院长、首席架构师，美国科罗拉多大学博尔德分校电子计算机与能源工程系副教授（终身教职）。在计算机系统、嵌入式系统、人机交互与协同计算、机器学习、集成电路与电子设计自动化等领域发表论文130余篇，多次荣获最佳论文奖与提名，被引逾8000多次。曾获美国NSF CAREER Award资助。

Dr. Li Shang is a Professor of School of Computer Science, Fudan University. He received his Ph.D. degree from Princeton University. He was the Deputy Director and Chief Architect of Intel Labs China, and an Associate Professor of CU Boulder (tenured). His research interests include computer systems, embedded systems, human-centered computing, machine learning, VLSI & EDA, with over 130 publications, multiple best paper awards and nominations, and over 7700 citations. He was a recipient of NSF Career Award.

RESEARCH INTERESTS

Computer Systems, Embedded Systems, Human-Centered Computing, Machine Learning, VLSI & EDA.

EDUCATION BACKGROUND

PUBLICATIONS

  1. Jialin Lu, Liangbo Lei, Fan Yang, Li Shang, Xuan Zeng. “Topology optimization of operational amplifier in continuous space via graph embedding,” in Proceedings of the 25th Design, Automation and Test in Europe Conference (DATE 2022), Antwerp, Belgium. March 2022. 

  2. Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang. “MemX: An attention-aware smart eyewear system for personalized moment auto-capture” ACM Interactive Mobile Wearable & Ubiquitous Technologies (IMWUT 2021), Vol. 5, No. 2, Article 56. June 2021.

  3. Yingying Zhao, Mingzhi Dong, Yujiang Wang, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li, Tun Lu, Ning Gu, Li Shang. “A reinforcement-learning-based energy-efficient framework for multi-task video analytics pipeline,” IEEE Transactions on Multimedia (TMM ), April 2021.

  4. Yingying Zhao, Dongsheng Li, Tun Lu, Qin Lv, Ning Gu, Li Shang. “Collaborative fault detection for large-scale photovoltaic systems,” IEEE Transactions on Sustainable Energy (TSNE 2020), IEEE, pp. 2745-2754, 2020.

  5. Robert P. Dick, Li Shang, Marilyn Wolf, Shao-Wen Yang. “Embedded intelligence in the Internet-of-things,” IEEE Design & Test (IEEE DES TEST 2020). IEEE, pp. 7-27, 2020.

  6. Yingying Zhao, Qi Liu, Dongsheng Li, Dahai Kang, Qin Lv, Li Shang. “Hierarchical anomaly detection and multimodal classification in large-scale photovoltaic systems,” IEEE Transactions on Sustainable Energy (TSNE 2019). IEEE, pp. 1351-1361, July 2019.

  7. Dongsheng Li, Chao Chen, Qin Lv, Hansu Gu, Tun Lu, Li Shang, Ning Gu, Stephen M. Chu. “AdaError: An adaptive learning rate method for matrix approximation-based collaborative filtering,” in Proceedings of the 27th International World Wide Web Conference (WWW 2018), Lyon, France. ACM, pp.741-751, 2018.

  8. Yingying Zhao, Dongsheng Li, Qi Liu, Qin Lv, Li Shang. “Deriving customer privacy from randomly perturbed smart metering data,” in Proceedings of the 16th IEEE International Conference on Industrial Informatics (INDIN 2018), Porto, IEEE, pp. 959-965, 2018.

  9. Dongsheng Li, Yingying Zhao, Yawen Zhang, Qin Lv, Li Shang. “An algorithmic method for tampering-proof and privacy-preserving smart metering,” in Proceedings of the 16th IEEE International Conference on Industrial Informatics (INDIN 2018), Porto, IEEE, pp. 459-465, 2018.

  10. Yingying Zhao, Dongsheng Li, Ao Dong, Dahai Kang, Qin Lv, Li Shang. “Fault prediction and diagnosis of wind turbine generator using SCADA data,” Energies (Energies 2017), 10(8):1210, 2017.

  11. Qi Liu, Rudy Klucik, Chao Chen, Glenn Grant, David Gallaher, Qin Lv, Li Shang. “Unsupervised detection of contextual anomaly in remotely sensed data,”Remote Sensing of Environment (RSE 2017), pp. 75-87, Feb. 2017.

  12. Qi Liu, James Williamson, Li Kun, Wyatt Mohrman, Qin Lv, Robert P. Dick, Li Shang. “Gazelle: Energy-efficient wearable analysis for running,” IEEE Transactions on Mobile Computing (TMC 2017), IEEE, pp. 2531-2544, Sep. 2017.

  13. Dongsheng Li, Qin Lv, Li Shang, Ning Gu. “Efficient privacy-preserving content recommendation for online social communities,” Journal on Neurocomputing (NEUCOM 2017), Elsevier, pp. 440-454, Jan. 2017.

  14. Dongsheng Li, Yingying Zhao, Qi Liu, Dahai Kang, X. Liu, Li Shang. “Fault Diagnosis and Classification in Photovoltaic Systems Using SCADA Data,” in Proceedings of the 2017 IEEE International Conference on Sensing, Diagnostics, Prognostics, and Control(SDPC 2017), Shanghai, IEEE, pp. 117-122, 2017.

  15. Qi Liu, Yingying Zhao, Yawen Zhang, Dahai Kang, Qin Lv, Li Shang. “Hierarchical context-aware anomaly diagnosis in large-scale PV systems using SCADA data,” in Proceedings of the 15th IEEE International Conference on Industrial Informatics (INDIN 2017), Emden, Germany, IEEE, pp. 1025-1030, 2017.

  16. Qi Liu, Yawen Zhang, Qin Lv, Li Shang. “Data quality screening for high-resolution satellite imagery via spectral clustering,” in Proceeding of the 2017 IEEE International Geoscience and Remote Sensing Symposium (GRSS 2017), Fort Worth, TX, IEEE, pp. 4742-4745, 2017.

  17. Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu. “GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering,” in Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI 2017), San Francisco, California, USA, ACM, pp.1295–1301, 2017.

  18. Dongsheng Li, Chao Chen, Qin Lv, Li Shang. “ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems,” in Proceedings of the 31st International Conference on Artificial Intelligence (AAAI 2017), San Francisco, California, USA, ACM, pp. 1403–1409, 2017.

  19. Dongsheng Li, Yaoping Ruan, Qin Lv, Li Shang. “SalesExplorer: Exploring sales opportunities from white-space customers in the enterprise market,” Knowledge-based systems (KBS 2016), Elsevier, pp. 51-60, Dec. 2016.

  20. Yingying Zhao, Dongsheng Li, Ao Dong, Jiajia Lin, Dahai Kang, Li Shang. “Fault prognosis of wind turbine generator using SCADA data,” in Proceedings of the 2016 North American Power Symposium (NAPS 2016), Denver, IEEE, pp. 1-6, 2016.

  21. Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang. “MPMA: Mixture probabilistic matrix approximation for collaborative filtering”, in Proceedings of the 2016 International Joint Conference on Artificial Intelligence (IJCAI 2016), New York, USA, ACM, pp. 1382–1388, 2016.

  22. Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu. “Low-rank matrix approximation with stability”, in Proceedings of the 2016 International Conference on Machine Learning (ICML 2016), New York, USA, ACM, pp. 295–303, 2016.

  23. Chao Chen, Dongsheng Li, Qin Lv, Li Shang, Yingying Zhao. “WEMAREC: Accurate and scalable recommendation through weighted and ensemble matrix approximation”, in Proceedings of the 2015 ACM SIGIR Conference (SIGIR 2015), Santiago, Chile, ACM, pp.303-312, 2015.

  24. James Williamson, Qi Liu, Fenglong Lu, Wyatt Morhman, Li Kun, Robert Dick, Li Shang. “Data sensing and analysis: Challenges for wearables”, in Proceedings of the 2015 IEEE Asia & Pacific Design Automation Conference(ASPDAC 2015), Chiba, IEEE, pp.136-141,2015.

  25. Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Yingying Zhao, Tun Lu, Ning Gu. “An algorithm for efficient privacy-preserving item-based collaborative filtering,” Elsevier Future Generation Computer Systems (FC 2014), Elsevier, pp. 311-320, Dec. 2014.

  26. Xi Chen, Zheng Li, Moustafa Mohamed, Li Shang, Alan R. Mickelson. “Parameter extraction from fabricated silicion photonic devices,” Applied Optics (AO2014), pp. 1396-1405, 2014.

  27. Moustafa Mohamed, Zheng Li, Xi Chen, Li Shang, Alan R. Mickelson. “Reliability-aware design flow for silicon photonics on-chip interconnect,” IEEE Transactions on Very Large Scale Integration Systems (TVLSI 2014), IEEE, pp. 1763-1776, Aug 2014.

  28. Dongsheng Li, Qin Lv, Li Shang, Ning Gu. “Item-based top-N recommendation resilient to aggregated information revelation,”Knowledge-based systems (KBS 2014), Elsevier, pp. 290-304, 2014.

  29. Ricardo Piedrahita, Yun Xiang, Nicholas Masson, John. Ortega, A. Collier, Yifei Jiang, Li Kun, Robert P. Dick, Qin Lv, Michael Hannigan, Li Shang. “The next generation of low-cost personal air quality sensors for quantitative exposure monitoring,” Atmospheric Measurement Techniques (AMT 2014), pp. 3325-3336, 2014.

  30. Xi Chen, Moustafa Mohamed, Zheng Li, Li Shang, Alan R. Mickelson. “Thermal and process variation in silicon photonic devices,” Applied Optics (AO 2013), pp. 7638-7647. 2013.

  31. Jiang, Li Kun, Ricardo Piedrahita, Xiang Yun, Lei Tian, Omkar M. Mansata, Qin Lv, Robert P. Dick, Michael Hannigan,Li Shang. “User-centric indoor air quality monitoring on mobile devices,” AI Magazine (AI Magazine 2013), pp 11-30, 2013.

  32. Li Kun, Changyun Zhu, Qin Lv, Li Shang, Robert P. Dick. “Personalized multi-modality image management and search for mobile devices,” Journal of Personal and Ubiquitous Computing (JPUC 2013), Springer, pp. 1817-1834, 2013.

  33. Jie Wu, Jia Wang, Li Kun, Zhou Hai, Qin Lv, Li Shang, Yihe Sun. “Large-scale energy storage system design and optimization for emerging electric-drive vehicles”, IEEE Transactions on Computer-Aided Design (TCAD 2013), IEEE, pp. 325-338, 2013.

  34. Jie Wu, James Williamson, Li Shang. “Energy Storage System Design for Green-Energy Cyber Physical Systems,” Sustainable and Green Computing, Springer New York, New York, pp.179-203, 2013.

  35. Ricardo Piedrahita, Yifei Jiang, X. Pan, Li Kun, X. Yun, Nicholas Masson, A. Collier, Michael Hannigan, Robert P. Dick, Qin Lv, Li Shang. “Validation of low-cost mobile air quality monitors and initial personal exposure results of carbon monoxide, total volatile organic compounds, and carbon dioxide”, in Proceedings of the 2013 Environmental Health (EH 2013), Boston, MA.

  36. Nicholas Masson, Ricardo Piedrahita, Xiang Yun, Michael Hannigan, Qin Lv, Robert P. Dick, Li Shang.  “Quantification methods for metal-oxide semiconductor gas sensors,” in Proceedings of the 31st American Association for Aerosol Research (AAAR 2013), Minneapolis, USA, pp. 339-345, 2013.

  37. Hannigan, R. Piedrahita, N. Masson, J. Ortega, Yifei Jiang, Xiang Yun, Li Kun, Qin Lv, Robert P. Dick, Li Shang. “Personal exposure results for the M-pod, a portable low-cost air quality monitor,” in Proceedings of the 31stAmerican Association for Aerosol Research (AAAR 2013), Minneapolis, USA, 2013.

  38. Dongsheng Li, Fenglong Lu, Qin Lv, Li Shang. “Lifetime cost optimized wind power control using hybrid energy storage system”, in Proceedings of the 2013 North American Power Symposium (NAPS 2013), Manhattan, KS, IEEE, pp. 1-6, 2013.

  39. Xiang Yun, Ricardo Piedrahita, Robert P. Dick, Michael Hannigan, Qin Lv, Li Shang. “A hybrid sensor system for indoor air quality monitoring,” in Proceedings of the 2013 IEEE International Conference on Distributed Computing in Sensor Systems (DCoSS 2013), Cambridge, MA, USA, IEEE, pp. 96-104, 2013.

  40. Dongsheng Li,Qin Lv, Xing Xie, Li Shang, Huanhuan Xia, Ning Gu, Tun Lu. “Interest-based real-time content recommendation in online social communities”, Elsevier Knowledge-Based Systems (KnoSys 2012), Elsevier, pp.1-12, 2012.

  41. Zheng Li, Moustafa Mohamed, Xi Chen, Eric Dudley, Ke Meng, Li Shang, Alan R. Mickelson, Russ Joseph, Manish Vachharajani, Brian Schwartz, Yihe Sun. “Reliability modeling and management of nanophotonic on-chip networks,” IEEE Transactions on Very Large Scale Integration Systems (TVLSI 2012),IEEE, pp 98-111, 2012.

  42. Dong, Mingzhi, Liang Yin, Weihong Deng, Qiang Wang, Caixia Yuan, Jun Guo, Li Shang, Liwei Ma. “A linear max k-min classifier,” in Proceedings of the 21stInternational Conference on Pattern Recognition (ICPR 2012), Tsukuba, Japan, IEEE, pp. 2967-2971, 2012.

  43. Jiang, Yifei, Xin Pan, Li Kun, Qin Lv, Robert P. Dick, Michael Hannigan, Li Shang. ” Ariel: Automatic wi-fi based room fingerprinting for indoor localization,” in Proceedings of the 2012 ACM conference on ubiquitous computing (Ubiquitous 2012), Pittsburgh, Pennsylvania, ACM, 441-450, 2012.

  44. Fenglong Lu, Li Shang, Dragan Maksimovic, Qin Lv. “A large-scale study of PHEV charging,” in Proceedings of the 2012 IEEE PES International Conference on Power Systems Technology (IEEE 2012), Auckland, New Zealand, IEEE, pp.1-6,

  45. Li, Kun, Man Lu, Fenglong Lu, Qin Lv, Li Shang, Dragan Maksimovic. “Personalized driving behavior monitoring and analysis for emerging hybrid vehicles,” in Proceedings of the 2012 International Conference on Pervasive Computing (Pervasive 2012), Berlin, Heidelberg, Springer, pp. 1-19, 2012.

  46. Xiang Yun, Lan S. Bai, Ricardo Pledrahita, Robert P. Dick, Qin Lv, Michael Hannigan, Li Shang. “Collaborative calibration and sensor placement for mobile sensor networks,” in Proceedings of the 11th International Conference on Information Processing in Sensor Networks(IPSN 2012), Beijing, China, IEEE/ACM, pp. 73-83, 2012.

  47. Zheng Li, Moustafa Mohamed, X. Chen, H. Zhou, Alan R. Mickelson, Li Shang, M. Vachharajani. ‘‘Iris: A hybrid nanophotonic network design for high-performance and low-power on-chip communication’’, ACM Journal on Emerging Technologies in Computing Systems (JETC2011), ACM, 22 pages, 2011.

  48. Jie Wu, Li Kun, Yifei Jiang, Qin Lv, Li Shang, Yihe Sun. “Large-scale battery system development and user-specific driving behavior analysis for emerging electric-drive vehicles,” Energies, Special issue on Hybrid Vehicles, Energies (Energies 2011), pp. 758-779, 2011.

  49. Hassan, N. Allec, F. Yang, Li Shang, Robert P. Dick, X. Zeng. “Full-spectrum spatial-temporal dynamic thermal analysis for nanometer-scale integrated circuits,” IEEE Transactions on Very Large Scale Integration Systems (TVLSI 2011), IEEE, pp.2276-2289, 2011.

  50. A. Williamson, G. L. Phillis, M. E. Draugelis, Li Shang. “A systems analysis of wearable EEG as part of a biomedical sensor suite,” in Proceedings of MSS Battlespace Acoustic and Seismic Sensing, 2011.

  51. Li Dongsheng, Qin Lv, Li Shang, Gu Ning. “YANA: an efficient privacy-preserving recommender system for online social communities,” in Proceedings of the 20th ACM international conference on Information and knowledge management (CIKM 2011), Glasgow, Scotland, UK, ACM, 2269-2272, 2011.

  52. Moustafa Mohamed, Zheng Li, Xi Chen, Alan Mickelson, Li Shang. “Modeling and analysis of micro-ring based silicon photonic interconnect for embedded systems,” in Proceedings of the 7th IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis (CODES-ISSS 2011), Taipei, Taiwan, China, IEEE/ACM, 227-236, 2011.

  53. Jiang Yifei,Li Kun, Lei Tian, Ricardo Piedrahita, Xiang Yun, Omkar Mansata, Qin Lv, Robert P. Dick, Michael Hannigan, Li Shang. “MAQS: A personalized mobile sensing system for indoor air quality monitoring,” in Proceedings of the 13th International Conference on Ubiquitous Computing (Ubicomp 2011), Beijing, China, ACM, pp.271-280, 2011.

  54. Zheng Li, Moustafa Mohamed, Xi Chen, Li Shang, Alan Mickelson. “Modeling, simulating and calibrating silicon micro ring resonators,” in Proceedings of the 11th  IEEE International Conference on Numerical Simulation of Optoelectronic Devices (NUSOD 2011), Rome, Italy, IEEE, 2011.

  55. Moustafa Mohamed, Zheng Li, Eric Dudley, Xi Chen, Li Shang, Won Park, Alan Mickelson. “Adiabatic couplers for linear power division,” in Proceedings of the Integrated Photonics Research, Silicon and Nanophotonics(IPR 2011), Toronto, Canada, 2011.

  56. Chen Xi, David S. Espinoza, Eric F. Dudley, Zheng Li, Moustafa Mohamed, Yonghao Cui, Wounjhang Park, Li Shang, Alan R. Mickelson. “Polymer-clad silicon on insulator slot modulator,” in Proceedings of the 2011 Integrated Photonics Research, Silicon and Nanophotonics(IPR 2011), Toronto, Canada, 2011.

  57. Gu Hansu, Xing Xie, Qin Lv, Yaoping Ruan, Li Shang. “Etree: Effective and efficient event modeling for real-time online social media networks,” in Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology (WIC 2011), Lyon, France, IEEE/ACM, pp. 300-307, IEEE, 2011.

  58. Li Dongsheng, Qin Lv, Huanhuan Xia, Li Shang, Tun Lu, Ning Gu. “Pistis: A privacy-preserving content recommender system for online social communities,” in Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology (WIC 2011), Lyon, France, IEEE/ACM, pp. 79-86, 2011.

  59. Zheng Li, Moustafa Mohamed, Xi Chen, Alan Mickelson, Li Shang. “Device modeling and system simulation of nanophotonic on-chip networks for reliability, power and performance,” in Proceedings of the 48th Design Automation Conference (DAC 2011), San Diego, California, USA, ACM, pp. 735-740, 2011.

  60. Williamson, James, Yinghai Lu, Li Shang, Zhou Hai, Xuan Zeng. “Parallel cross-layer optimization of high-level synthesis and physical design,” in Proceedings of the 16th Asia and South Pacific Design Automation Conference (ASP-DAC 2011), Yokohama, Japan, IEEE, pp. 467-472, 2011.

  61. Wei Zhang, James Williamson, Li Shang. “Power dissipation,” Low-Power Variation-Tolerant Design in Nanometer Silicon, Springer US, Boston, MA, pp.41-80, 2011.

  62. Hongyu Zhou, Zheng Li, Li Shang, Alan R. Mickelson, Dejan S. Filipovic. “On-chip wireless optical broadcast interconnection network, ” IEEE Journal of Lightwave Technology (Optical 2010), IEEE, pp. 3569-3577, 2010.

  63. Zheng Li, Moustafa Mohamed, Hongyu Zhou, Li Shang, Alan R. Mickelson, Dejan Filipovic, Manish Vachharajani, Xi Chen, Wounjhang Park, Yihe Sun. “Global on-chip coordination at light speed,” IEEE Design & Test of Computer, Special Issue on Emerging Interconnect Technologies for Gigascale Integration (DTC 2010), IEEE, pp. 54-67, 2010.

  64. Yinghai Lu, Zhou Hai, Li Shang, Xuan Zeng. “Multicore parallelization of min-cost flow for CAD applications,” IEEE Transactions on Computer-Aided Design (TCAD 2010), IEEE, pp.  1546-1557, 2010.

  65. Xi Chen, Lei Yang, Robert P. Dick, Haris Lekatsas, Li Shang. “C-Pack: A high-performance microprocessor cache compression algorithm, “IEEE Transactions on Very Large Scale Integration Systems (TVLSI 2010), IEEE, pp. 1196-1208, 2010.

  66. Nicholas Allec, Robert G. Nobel, Li Shang. “An adaptive algorithm for single-electron device and circuit simulation,” IEEE Transactions on Very Large Scale Integration Systems (TVLSI 2010), IEEE, pp. 1253-1257, 2010.

  67. Xiang Yun, Thidapat Chantem, Robert P. Dick, X. Sharon Hu, Li Shang. “System-level reliability modeling for MPSoCs,” in Proceedings of the 8th IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis (CODES-ISSS 2010), Scottsdale, Arizona, USA, ACM, pp. 297-306, 2010.

  68. Li Kun, Jie Wu, Yifei Jiang, Zyad Hassan, Qin Lv, Li Shang, Dragan Maksimovic. “Large-scale battery system modeling and analysis for emerging electric-drive vehicles,” in Proceedings of the 2010 ACM/IEEE International Symposium on Low-Power Electronics and Design (ISLPED 2010), Austin, Texas, USA, ACM/IEEE, pp. 277-282, 2010. (Nominated for Best Paper Award)

  69. Moustafa Mohamed, Zheng Li, Xi Chen, Li Shang, Alan Rolf Mickelson, Manish Vachharajani, Yihe Sun. “Power-efficient variation-aware photonic on-chip network management,” in Proceedings of the2010 ACM/IEEE International Symposium on Low-Power Electronics and Design (ISLPED 2010), Austin, Texas, USA, ACM/IEEE, pp. 31-36, 2010 (Nominated for Best Paper Award)

  70. Chen Xi, Moustafa Mohamed, Brian Schwartz, Zheng Li, Li Shang, Alan Mickelson. “Racetrack filters for nanophotonic on-chip networks,” in Proceedings of the 2010 Integrated Photonics Research, Silicon and Nanophotonics (IPR 2010), Monterey, California USA, 2010.

  71. Chen X. Z. Li, M. Mohamed, Li Shang, A. Mickelson. “Matrix analysis of nanophotonic devices,” in Proceedings of the International Conference on Fiber Optics and Photonics (PHOTONICS 2010),

  72. Bsoul, Assem AM, Naraig Manjikian, Li Shang. “Reliability and process variation-aware placement for FPGAs,” in Proceedings of the2010 Design, Automation & Test in Europe Conference & Exhibition (DATE 2010), Dresden, Germany, IEEE, pp. 1809-1814, 2010.

  73. Chen Xi, Robert P. Dick, Li Shang. “Properties of and improvements to time-domain dynamic thermal analysis algorithms,” in Proceedings of the2010 Design, Automation & Test in Europe Conference & Exhibition(DATE 2010), Dresden, Germany, IEEE, pp. 1165-1170, 2010. (Best Paper Award)

  74. Zhang, Niraj K. Jha, Li Shang. “Design space exploration and data memory architecture design for a hybrid nano/CMOS dynamically reconfigurable architecture, “ACM Journal on Emerging Technologies in Computing Systems (JETC 2009), ACM, pp. 1-27, 2009.

  75. Wei Zhang, Niraj K. Jha, Li Shang. “A hybrid Nano/CMOS dynamically reconfigurable system — part I: Architecture,” ACM Journal on Emerging Technologies in Computing Systems (JETC 2009), ACM, pp. 1-31, 2009.

  76. Wei Zhang, Li Shang, Niraj K. Jha. “A hybrid Nano/CMOS dynamically reconfigurable system — part II: Design optimization flow,” ACM Journal on Emerging Technologies in Computing Systems (JETC 2009), ACM, pp. 1-31, 2009.

  77. Nicholas Allec, Zyad Hassan, Li Shang, Robert P. Dick, Ronggui Yang. “ThermalScope: Multi-scale thermal analysis for nanometer-scale integrated circuits,” IEEE Transactions on Computer-Aided Design (TCAD 2009), IEEE, pp. 603-610, 2009.

  78. Fay Dan, Li Shang, Dirk Grunwald. “A platform for developing adaptable multicore applications,” in Proceedings of the 2009 international conference on Compilers, architecture, and synthesis for embedded systems (CASES 2009), Grenoble, France, ACM, pp. 157-166. 2009.

  79. Zheng Li, Dan Fay, Alan Mickelson, Li Shang, Manish Vachharajani, Dejan Filipovic, Wounjhang Park, Yihe Sun. “Spectrum: a hybrid nanophotonic-electric on-chip network,” in Proceedings of the 46thAnnual Design Automation Conference, (DAC 2009), San Francisco, California, ACM, 575-580. 2009.

  80. Lu Yinghai, Li Shang, Zhou Hai, Hengliang Zhu, Fan Yang, Xuan Zeng. “Statistical reliability analysis under process variation and aging effects.” In 2009 46thACM/IEEE Design Automation Conference, (DAC 2009), San Francisco, CA, pp. 514-519. IEEE, 2009.

  81. Lu Yinghai, Zhou Hai, Li Shang, Xuan Zeng. “Multicore parallel min-cost flow algorithm for cad applications.” In 2009 46thACM/IEEE Design Automation Conference, (DAC 2009), San Francisco, CA, pp. 832-837. IEEE, 2009.

  82. Zhang Lide, Lan S. Bai, Robert P. Dick, Li Shang, Russ Joseph. “Process variation characterization of chip-level multiprocessors.” In Proceedings of the 46thAnnual Design Automation Conference, (DAC 2009), San Francisco, CA, pp. 694-697. 2009.

  83. Zheng Li, Jie Wu, Li Shang, Alan R. Mickelson, Manish Vachharajani, Dejan Filipovic, Wounjhang Park, Yihe Sun. “A high-performance low-power nanophotonic on-chip network.” In Proceedings of the 2009 ACM/IEEE international symposium on Low power electronics and design, (ISLPED 2009), 291-294. 2009.

  84. Zhu Changyun, Li Kun, Qin Lv, Li Shang, Robert P. Dick. “iScope: personalized multi-modality image search for mobile devices.” In Proceedings of the 7thinternational conference on Mobile systems, applications, and services, (MobiSys 2009), Kraków, Poland, ACM, pp. 277-290. 2009.

  85. Zheng Li, Jie Wu, Li Shang, Robert P. Dick, Yihe Sun. “Latency criticality aware on-chip communication.” In 2009 Design, Automation & Test in Europe Conference & Exhibition,(DATE 2009), Nice,IEEE, pp. 1052-1057. IEEE, 2009.

  86. Zheng Li, Changyun Zhu, Li Shang, Robert P. Dick, Yihe Sun. “Transaction-aware network-on-chip resource reservation,” IEEEComputer Architecture Letters(TCCA 2008), IEEE, pp. 53-56, 2008.

  87. Changyun Zhu, Zhenyu Gu, Li Shang, Robert P. Dick, Russ Joseph. “Three-dimensional chip-multiprocessor run-time thermal management,” IEEE Transactions on Computer-Aided Design (TCAD 2008), IEEE, pp. 1479-1492, 2008.

  88. Nicholas Allec, Robert G. Knobel, Li Shang. “SEMSIM: Adaptive multiscale simulation for singe electron devices,” IEEE Transactions on Nanotechnologies (Nanotechnologies 2008), IEEE, pp. 351-354, 2008.

  89. Changyun Zhu, Zhengyu Gu, Robert P. Dick, Li Shang, Robert G. Knobel. “Characterization of single-electron tunneling transistors for designing low-power embedded systems,” IEEE Transactions on Very Large Scale Integration Systems (TVLSI 2009), pp. 646-659, IEEE, 2009.

  90. Zhengyu Gu, Changyun Zhu, Li Shang, Robert P. Dick. “Application-specific MPSoC reliability optimization,” IEEE Transactions on Very Large Scale Integration Systems (TVLSI 2008), IEEE, pp. 603-608, 2008.

  91. Amit Kumar, Li Shang, Li-Shiuan Peh, Niraj K. Jha. “System-level dynamic thermal management for high performance microprocessors, ” IEEE Transactions on Computer-Aided Design (TCAD 2008), IEEE, pp. 96-108, 2008. 

  92. Li Shang, Robert P. Dick, Niraj K. Jha. “High-level synthesis algorithms for power and temperature minimization,” High-level Synthesis, Springer Netherlands, Dordrecht, pp.285-297, 2008.

  93. Allec Nicholas, Zyad Hassan, Li Shang, Robert P. Dick, Ronggui Yang. “ThermalScope: Multi-scale thermal analysis for nanometer-scale integrated circuits.” In 2008 IEEE/ACM International Conference on Computer-Aided Design,(ICCAD 2008),San Jose,CA,IEEE,pp. 603-610. IEEE, 2008. (Nominated for Best Paper Award)

  94. Bild David R., Sanchit Misra, Thidapat Chantemy, Prabhat Kumar, Robert P. Dick, X. Sharon Huy, Li Shang, Alok Choudhary. “Temperature-aware test scheduling for multiprocessor systems-on-chip.” In 2008 IEEE/ACM International Conference on Computer-Aided Design, (ICCAD 2008), San Jose, CA, IEEE, pp. 59-66. IEEE, 2008.

  95. Meng Ke, Russ Joseph, Robert P. Dick, Li Shang. “Multi-optimization power management for chip multiprocessors.” In Proceedings of the 17thinternational conference on Parallel architectures and compilation techniques, (PACT 2008), Toronto, Ontario, Canada, ACM, pp. 177-186. 2008.

  96. Eisley, Noel, Li-Shiuan Peh, Li Shang. “Leveraging on-chip networks for data cache migration in chip multiprocessors.” In 2008 International Conference on Parallel Architectures and Compilation Techniques (PACT 2008),Toronto, ON, Canada, pp. 197-207. IEEE, 2008.

  97. Chen Xi, Lei Yang, Haris Lekatsas, Robert P. Dick, Li Shang. “Design and implementation of a high-performance microprocessor cache compression algorithm.”In Data Compression Conference (DCC 2008), Snowbird, UT, pp. 43-52. IEEE, 2008.

  98. Allec, Nicholas, Robert Knobel, Li Shang. “Adaptive simulation for single-electron devices.” In 2008 Design, Automation and Test in Europe, (DATE 2008),Munich, pp. 1021-1026. IEEE, 2008.

  99. David Brooks, Robert P. Dick, Russ Joseph, Li Shang. “Power, thermal, and reliability modeling in nanometer-scale microprocessors,” IEEE Micro (MICRO 2007), IEEE, pp. 49-62, 2007.

  100. Li Shang, Niraj. K. Jha. “SLOPES: Hardware-software co-synthesis of low-power real-time distributed embedded systems with dynamically reconfigurable FPGAs,” IEEE Transactions on Computer-Aided Design(TCAD 2007), IEEE, pp.345-352, 2007.

  101. Yonghong Yang, Zhenyu Gu, Changyun Zhu, Robert P. Dick, Li Shang, “ISAC: Integrated space and time adaptive chip-package thermal analysis,” IEEE Transactions on Computer-Aided Design (TCAD 2007), IEEE, pp.86-99, 2007.

  102. Zhou Pingqiang, Yuchun Ma, Zhouyuan Li, Robert P. Dick, Li Shang, Zhou Hai, Xianlong Hong, Zhou Qiang. “3D-STAF: scalable temperature and leakage aware floorplanning for three-dimensional integrated circuits.” In 2007 IEEE/ACM International Conference on Computer-Aided Design, (ICCAD 2007), San Jose, CA, pp. 590-597. IEEE, 2007.

  103. Sun, Chong, Li Shang, Robert P. Dick. “Three-dimensional multiprocessor system-on-chip thermal optimization.” In Proceedings of the 5thIEEE/ACM international conference on Hardware/software codesign and system synthesis, (CODES-ISSS 2007), Salzburg, Austria, ACM pp. 117-122. 2007.

  104. Zhu Changyun, Zhenyu Gu, Robert P. Dick, Li Shang. “Reliable multiprocessor system-on-chip synthesis.” In Proceedings of the 5thIEEE/ACM international conference on Hardware/software codesign and system synthesis, (CODES-ISSS 2007), Salzburg, Austria, ACM, pp. 239-244. 2007.

  105. Zhu Changyun, Zhenyu Gu, Li Shang, Robert P. Dick, Robert G. Knobel. “Towards an ultra-low-power architecture using single-electron tunneling transistors.” In Proceedings of the 44thannual Design Automation Conference, (DAC 2007), San Diego, California, ACM, pp. 312-317. 2007. (Nominated for Best Paper Award) 

  106. Zhang Wei, Li Shang, Niraj K. Jha. “NanoMap: An integrated design optimization flow for a hybrid nanotube/CMOS dynamically reconfigurable architecture.” In Proceedings of the 44thannual Design Automation Conference, (DAC 2007), San Diego, California, ACM, pp. 300-305. 2007.

  107. Liu Yongpan, Huazhong Yang, Robert P. Dick, Hui Wang, Li Shang. “Thermal vs energy optimization for dvfs-enabled processors in embedded systems.” In 8thInternational Symposium on Quality Electronic Design (ISQED’07), (ISQED 2007), San Jose, CA, pp. 204-209. IEEE, 2007.

  108. Liu Yongpan, Robert P. Dick, Li Shang, Huazhong Yang. “Accurate temperature-dependent integrated circuit leakage power estimation is easy.” In 2007 Design, Automation & Test in Europe Conference & Exhibition, (DATE 2007),Nice, pp. 1-6. IEEE, 2007.

  109. Li Shang, Robert P. Dick. “Thermal crisis: Challenges and potential solutions,” IEEE Potentials (Potentials 2006), IEEE, pp. 31-35, 2006.

  110. Noel Eisley, Li-Shiuan Peh, Li Shang. “In-network cache coherence,” IEEE Computer Architecture Letters (TCCA 2006), IEEE, pp. 34-37, 2006.

  111. Li Shang, Li-Shiuan Peh, Amit Kumar, Niraj K. Jha. “Temperature-aware on-chip networks,” IEEE Micro: Micro’s Top Picks from Computer Architecture Conferences (MICRO TOP PICKS 2006), IEEE, pp. 130-139, 2006.

  112. Li Shang, Li-Shiuan Peh, Niraj K. Jha. “PowerHerd: A distributed scheme for dynamic satisfying peak power constraints in interconnection networks,” IEEE Transactions on Computer-Aided Design (TCAD 2006), IEEE, pp. 92-110, 2006.

  113. Robert P. Dick, Li Shang, Niraj K. Jha. “Power-aware architectural synthesis,” CRC VLSI Handbook, 1-21,2006.

  114. Eisley, Noel, Li-Shiuan Peh, Li Shang. “In-network cache coherence.” In 2006 39thAnnual IEEE/ACM International Symposium on Microarchitecture(MICRO’06), Orlando, FL, IEEE, pp. 321-332. IEEE, 2006.

  115. Yang Yonghong, Changyun Zhu, Zhenyu Gu, Li Shang, Robert P. Dick. “Adaptive multi-domain thermal modeling and analysis for integrated circuit synthesis and design.” In 2006 IEEE/ACM International Conference on Computer Aided Design, (ICCAD 2006),San Jose, CA,pp. 575-582. IEEE, 2006.

  116. Zhang Wei, Niraj K. Jha, Li Shang. “NATURE: A hybrid nanotube/CMOS dynamically reconfigurable architecture.” In Proceedings of the 43rdannual Design Automation Conference, (DAC 2006), San Francisco, CA, USA, ACM, pp. 711-716. 2006.

  117. Kumar, Li Shang, L.-S. Peh, N. K. Jha. “HybDTM: A coordinated hardware-software approach for dynamic thermal management,” in ProceedingsIEEE Design Automation Conference, (DAC 2006), San Francisco, CA, IEEE.

  118. Yang Yonghong, Zhenyu Gu, Changyun Zhu, Li Shang, Robert P. Dick. “Adaptive chip-package thermal analysis for synthesis and design.” In Proceedings of the Design Automation & Test in Europe Conference (DATE 2006), Munich, vol. 1, pp. 1-6. IEEE, 2006.

  119. Yang Yonghong, Jia Wang, R. P. Dick, Li Shang. “TAPHS: Thermal-aware unified physical-level and high-level synthesis.” In Asia and South Pacific Conference on Design Automation, 2006. (ASPDAC 2006),Yokohama, pp. 7-pp. IEEE, 2006. (Nominated for Best Paper Award)

  120. Li Shang, Robert P. Dick, Niraj K. Jha. “DESP: A distributed economics-based subcontracting protocol for computation distribution in power-aware mobile ad-hoc networks,” IEEE Transactions on Mobile Computing (TMC 2004), IEEE, pp. 33-45, 2004.

  121. Li Shang, Li-Shiuan Peh, Amit Kumar, Niraj K. Jha. “Thermal modeling, characterization and management of on-chip networks.” In 37thInternational Symposium on Microarchitecture (MICRO-2004), Portland, OR, USA, pp. 67-78. IEEE, 2004.

  122. Li Shang, Li-Shiuan Peh, Niraj K. Jha. “PowerHerd: dynamic satisfaction of peak power constraints in interconnection networks.” In Proceedings of the 17th annual international conference on Supercomputing, (ICS 2003), San Francisco, CA, USA, ACM, pp. 98-108. 2003.

  123. Wang Weidong, Tat Kee Tan, Jiong Luo, Yunsi Fei, Li Shang, Keith S. Vallerio, Lin Zhong, Anand Raghunathan, Niraj K. Jha. “A comprehensive high-level synthesis system for control-flow intensive behaviors.” In Proceedings of the 13thACM Great Lakes symposium on VLSI, (GLVLSI 2003), Washington, D. C., USA, ACM, pp. 11-14. 2003.

  124. Li Shang, Li-Shiuan Peh, Niraj K. Jha. “Power-efficient interconnection networks: Dynamic voltage scaling with links,” IEEEComputer Architecture Letters(TCCA 2002), IEEE, pp. 6-6, 2002.

  125. Li Shang, Li-Shiuan Peh, Niraj K. Jha. “Power-efficient interconnection networks: Dynamic voltage scaling with links.” IEEE Computer Architecture Letters 1(IEEE 2002), 1 (2002): 6-6.

  126. Li Shang, Robert P. Dick, Niraj K. Jha. “An economics-based power-aware protocol for computation distribution in mobile ad-hoc networks” In IASTED PDCS, (PDCS 2002), Princeton, New Jeesey, USA, pp. 339-344. 2002. (Best Paper Award)

  127. Li Shang, Alireza S. Kaviani, Kusuma Bathala. “Dynamic power consumption in Virtex™-II FPGA family.” In Proceedings of the 2002 ACM/SIGDA10th international symposium on Field-programmable gate arrays, (FPGA 2002), Monterey, California, USA, ACM, pp. 157-164. 2002.

  128. Li Shang, Niraj K. Jha. “Hardware-software co-synthesis of low power real-time distributed embedded systems with dynamically reconfigurable FPGAs.” In Proceedings of ASP-DAC/VLSI Design 2002. 7thAsia and South Pacific Design Automation Conference and 15th International Conference on VLSI Design, (VLSI 2002), Bangalore, India, 345-352. IEEE, 2002.

  129. Li Shang, Niraj K. Jha. “High-level power modeling of CPLDs and FPGAs.” In Proceedings 2001 IEEE International Conference on Computer Design: VLSI in Computers and Processors (ICCD 2001), Austin, TX, USA, pp. 46-51. IEEE, 2001.

  130. Li Shang, Y.-Q. Ge, R.-D. Zhou. “Embedded microprocessor core design and analysis,” Microelectronics, vol. 30, no. 1, 2000.

  131. Wang Jia, Li Kun, Qin Lv, Zhou Hai, Li Shang. “Hybrid energy storage system integration for vehicles.” In Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design, ACM/IEEE (Invited), 369-374. 2010.

  132. Zhu Changyun, Zhenyu Peter Gu, Li Shang, Robert P. Dick, Russ Joseph, “Run-time thermal management of three-dimensional chip-multiprocessor,” Workshop on quality-aware design, held in conjunction with ISCA-35, (Invited), June 2008.

  133. Dan Fay, Graham Schelle, Li Shang, Dirk Grunwald. “Modeling fpga-based cyberphysical systems.” WARP-2008-The 3rd Workshop on Architectural Research Prototyping. (WRAP 2008).

  134. Graham Schelle, Dan Fay, Li Shang, Dirk. Grunwald. “Exploring varying level of hardware reliability in processor architectures,” Workshop on Architectural Research Prototyping, held in conjunction with ISCA-35, (WRAP) June 2008.