Publications: Google Scholar: Qin Lv

Publications: Journals

  1. Qi Liu, James Williamson, Wyatt Mohrman, Kun Li, Qin Lv, Robert Dick, Li Shang. Gazelle: Energy-Efficient Wearable Analysis for Running. IEEE Transactions on Mobile Computing (TMC). 2016.
  2. P. Gorai, D. Gao, B. Ortiz, S. Miller, S. Barnett, T. Mason, Q. Lv, V. Stevanovic, and E. Toberer. TEDesignLab: A Virtual Laboratory for Thermoelectric Material Design. Computational Materials Science, 112:368-376, 2016.
  3. J. Ahn, J. Williamson, M. Gartrell, R. Han, Q. Lv and S. Mishra. Supporting Healthy Grocery Shopping via Mobile Augmented Reality. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Special issue on Smartphone-based Interactive Technologies, Systems and Applications, 12(1s) Article No. 16, 2015.
  4. H. Cheng, X. Xing, X. Liu, and Q. Lv. ISC: an iterative social based classifier for adult account detection on Twitter. IEEE Transactions on Knowledge and Data Engineering (TKDE), 27(4):1045-1056, 2014.
  5. D. Li, C. Chen, Q. Lv, L. Shang, Y. Zhao, T. Lu, and N. Gu. An algorithm for efficient privacy-preserving item-based collaborative filtering. Future Generation Computer Systems, 2014.
  6. D. Li, Q. Lv, L. Shang, and N. Gu. Item-based top-n recommendation resilient to aggregated information revelation. Knowledge-Based Systems (KBS), 67:290-304, 2014.
  7. R. Piedrahita, Y. Xiang, N. Masson, J. Ortega, A. Collier, Y. Jiang, K. Li, R. Dick, Q. Lv, M. Hannigan, and L. Shang. The next generation of low-cost personal air quality sensors for quantitative exposure monitoring. Atmospheric Measurement Techniques Discussions, 7:2425-2457, 2014.
  8. Yu-Li Liang, Xinyu Xing, Hanqiang Cheng, Jianxun Dang, Sui Huang, Richard Han, Xue Liu, Qin Lv, Shivakant Mishra. SafeVchat: A System for Obscene Content Detection in Online Video Chat Services. ACM Transactions on Internet Technology (TOIT), Volume 12, Issue 4, Jul. 2013.
  9. Yifei Jiang, Kun Li, 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, Volume 34, Number 2, Pages 11-30, 2013.
  10. Yifei Jiang, Du Li, Qin Lv. Thinking Fast and Slow: An Approach to Energy-Efficient Human Activity Recognition on Mobile Devices. AI Magazine, Volume 34, Number 2, Pages 48-66, 2013.
  11. Kun Li, Changyun Zhu, Qin Lv, Li Shang, Robert P. Dick. Personalized multi-modality image management and search for mobile devices. Personal and Ubiquitous Computing, Pages 1-18, Apr. 2013.
  12. Jie Wu, Jia Wang, Kun Li, Hai Zhou, 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 of Integrated Circuits and Systems (TCAD), Volume 32, Issue 3, Pages 325-338, Mar. 2013.
  13. Yu-Li Liang, William Colgan, Qin Lv, Konrad Steffen, Waleed Abdalati, Julienne Stroeve, David Gallaher, Nicolas Bayou. A decadal investigation of supraglacial lakes in West Greenland using a fully automatic detection and tracking algorithm. Remote Sensing of Environment, Volume 123, Pages 127-138, Aug. 2012.
  14. Dongsheng Li, Qin Lv, Xing Xie, Li Shang, Huanhuan Xia, Tun Lu, Ning Gu. Interest-based Real-time Content Recommendation in Online Social Communities. Knowledge-Based Systems (KBS), Volume 28, Pages 1-12, Apr. 2012.
  15. Jie Wu, Kun Li, 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, Volume 4, Issue 5, Pages 758-779, Apr. 2011.

Publications: Refereed Conferences

  1. 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 AAAI 2017: The Thirty-First AAAI Conference on Artificial Intelligence, pages 1295-1301, 2017.
  2. Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha. ERMMA: Expected Risk Minimization for Matrix Approximation-Based Recommender Systems. In AAAI 2017: The Thirty-First AAAI Conference on Artificial Intelligence, pages 1403-1409, 2017.
  3. Homa Hosseinmardi, Rahat Ibn Rafiq, Richard Han, Qin Lv and Shivakant Mishra. Prediction of Cyberbullying Incidents in a Media-based Social Network. In ASONAM 2016: Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016.
  4. Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen Chu and Li Shang. MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering. In IJCAI 2016: Proceedings of the 25th International Joint Conference on Artificial Intelligence, 2016.
  5. Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang and Stephen Chu. Low-rank Matrix Approximation with Stability. In ICML 2016: Proceedings of the 33rd International Conference on Machine Learning, 2016.
  6. Homa Hosseinmardi, Rahat Ibn Rafiq, Sabrina Arredondo Mattson, Richard Han, Qin Lv and Shivakant Mishra. Analyzing Factors Impacting Revining on the Vine Social Network. In SocInfo 2015: Proceedings of the 7th International Conference on Social Informatics, 2015.
  7. Homa Hosseinmardi, Sabrina Arredondo Mattson, Rahat Ibn Rafiq, Richard Han, Qin Lv and Shivakant Mishra. Analyzing Labeled Cyberbullying Incidents on the Instagram Social Network. In SocInfo 2015: Proceedings of the 7th International Conference on Social Informatics, 2015.
  8. R. Rafiq, H. Hosseinmardi, S. Mattson, R. Han, Q. Lv and S. Mishra. Careful What You Share in Six Seconds: Detecting Cyberbullying Instances in Vine. In ASONAM 2015: Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. 2015.
  9. Chao Chen, Dongsheng Li, Qin Lv, Li Shang, Yingying Zhao. WEMAREC: Accurate and Scalable Recommendation through Weighted and Ensemble Matrix Approximation. In SIGIR 2015: Proceedings of the 38th Annual ACM SIGIR Conference. 2015.
  10. H. Hosseinmardi, R. I. Rafiq, S. Li, Z. Yang, R. Han, S. Mishra, and Q. Lv. Comparison of common users across Instagram and Ask.fm to better understand cyberbullying. In SocialCom 2014: Proceedings of the 7th IEEE international Conference on Social Computing and Networking, 2014.
  11. L. Tian, R. Rafiq, S. Li, D. Chu, R. Han, Q. Lv, and S. Mishra. Multi-modal fusion for flasher detection in a mobile video chat application. In MOBIQUITOUS 2014: Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, pages 267-276, 2014. (Best Paper Award Nomination)
  12. H. Hosseinmardi, A. Ghasemianlangroodi, R. Han, Q. Lv, and S. Mishra. Analyzing negative user behavior in a semi-anonymous social network. In ASONAM 2014: Proceedings of The 2014 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining, pages 244-252, 2014.
  13. H. Gu, M. Gartrell, L. Zhang, Q. Lv, and D. Grunwald. AnchorMF: Towards effective event context identification. In CIKM 2013: Proceedings of the 22nd ACM International Conference on Information & Knowledge Management, pages 629-638, 2013.
  14. Dongsheng Li, Fenglong Lu, Qin Lv, and Li Shang. Lifetime cost optimized wind power control using hybrid energy storage system. In NAPS 2013: Proceedings of the 45th North American Power Symposium, Sep. 2013.
  15. Yifei Jiang, Yun Xiang, Pan Xin, Kun Li, Qin Lv, Robert P. Dick, Li Shang, Michael Hannigan. Hallway based Automatic Indoor Floorplan Construction using Room Fingerprints. In UbiComp 2013: Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Pages 315-324, Sep. 2013.
  16. Lei Tian, Shaosong Li, Junho Ahn, Richard Han, David Chu, Qin Lv, Shivakant Mishra. Understanding User Behavior at Scale in a Mobile Video Chat Application. In UbiComp 2013: Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Pages 647-656, Sep. 2013.
  17. Yun Xiang, Ricardo Piedrahita, Robert Dick, Michael Hannigan, Qin Lv, Li Shang. A Hybrid Sensor System for Indoor Air Quality Monitoring. In DCOSS 2013: Proceedings of the 2013 IEEE International Conference on Distributed Computing in Sensor Systems, Pages 96-104, May 2013.
  18. Hansu Gu, Haojie Hang, Qin Lv, Dirk Grunwald. Fusing Text and Friendships for Location Inference in Online Social Networks. In WI 2012: Proceedings of the 2012 IEEE/WIC/ACM International Conference on Web Intelligence, Pages 158-165, Dec. 2012.
  19. Fenglong Lu, Li Shang, Dragan Maksimovic, Qin Lv. A Large-Scale Study of PHEV Charging. In POWERCON 2012: Proceedings of the IEEE PES International Conference on Power Systems Technology, Pages 1-6, Oct. 2012.
  20. Yifei Jiang, Xin Pan, Kun Li, Qin Lv, Robert Dick, Michael Hannigan, Li Shang. ARIEL: Automatic Wi-Fi based Room Fingerprinting for Indoor Localization. In UbiComp 2012: Proceedings of the 14th intl. conference on Ubiquitous computing, Pages 441-450, Sep. 2012.
  21. Xinyu Xing, Yu-Li Liang, Sui Huang, Hanqiang Cheng, Richard Han, Qin Lv, Xue Liu, Shivakant Mishra, Yi Zhu. Scalable Misbehavior Detection in Online Video Chat Services. KDD 2012: Proceedings of The 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Pages 552-560, Aug. 2012.
  22. T. Kooh, Q. Lv and S. Mishra. Attribute Based Content Sharing in Mobile Adhoc Networks of Smartphones over WiFi. In the 21st IEEE International Conference on Computer, Communication and Networks (ICCCN 2012), Pages 1-9, Aug. 2012.
  23. Kun Li, Man Lu, Fenglong Lu, Qin Lv, Li Shang, Dragan Maksimovic. Personalized Driving Behavior Monitoring and Analysis for Emerging Hybrid Vehicles. In Pervasive 2012: Proceedings of the 10th International Conference on Pervasive Computing, Pages 1-19, Jun. 2012. (Computational Sustainability Award)
  24. Yun Xiang, Lan S. Bai, Ricardo Piedrahita, Robert P. Dick, Qin Lv, Michael Hannigan, Li Shang. Collaborative Calibration and Sensor Placement for Mobile Sensor Networks. In Proceedings of the 11th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), Pages 73-84, Apr. 2012.
  25. Hanqiang Cheng, Yu-Li Liang, Xinyu Xing, Xue Liu, Richard Han, Qin Lv and Shivakant Mishra. Efficient Misbehaving User Detection in Online Video Chat Services. In Proceedings of the 5th ACM International Conference on Web Search and Data Mining (WSDM), Pages 23-32, Feb. 2012.
  26. Yifei Jiang, Kun Li, Lei Tian, Ricardo Piedrahita, Xiang Yun, Omkar Mansata, Qin Lv, Robert 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), Pages 271-280, Sep. 2011.
  27. Yifei Jiang, Du Li, Guang Yang, Qin Lv, Zhigang Liu. Deliberation for Intuition: A Framework for Energy-Efficient Trip Detection on Cellular Phones. In Proceedings of the 13th International Conference on Ubiquitous Computing (Ubicomp 2011), Pages 315-324, Sep. 2011.
  28. Hansu Gu, 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 (WI-IAT 2011), Pages 300-307, Aug. 2011.
  29. Dongsheng Li, 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 (WI-IAT 2011), Pages 79-86, Aug. 2011.
  30. Xinyu Xing, Yu-Li Liang, Hanqiang Cheng, Jianxun Dang, Sui Huang, Richard Han, Xue Liu, Qin Lv, Shivakant Mishra. SafeVchat: Detecting Obscene Content and Misbehaving Users in Online Video Chat Services. In Proceedings of the 20th International World Wide Web Conference (WWW), Pages 685-694, Mar. 2011.
  31. Mike Gartrell, Xinyu Xing, Qin Lv, Aaron Beach, Richard Han, Shivakant Mishra, Karim Seada. Enhancing Group Recommendation by Incorporating Social Relationship Interactions. In Group'10: Proceedings of the ACM 2010 International Conference on Supporting Group Work, Pages 97-106, Nov. 2010.
  32. Dirk Grunwald, Aaron Beach, Kevin Bauer, Qin Lv, Douglas Sicker. The Risks and Regulation of Location. In TPRC'10: Proceedings of the 38th Research Conference on Communication, Information and Internet Policy, Oct. 2010.
  33. Kun Li, 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 ISLPED'10: Proceedings of the 16th ACM/IEEE International Symposium on Low Power Electronics and Design, Pages 277-282, Aug. 2010. (Best Paper Award Nomination)
  34. Aaron Beach, Mike Gartrell, Xinyu Xing, Richard Han, Qin Lv, Shivakant Mishra, Karim Seada. Fusing Mobile, Sensor, and Social Data To Fully Enable Context-Aware Computing. In HotMobile'10: Proceedings of the 11th International Workshop on Mobile Computing Systems and Applications, Pages 60-65, Feb. 2010.
  35. Changyun Zhu, Kun Li, Qin Lv, Li Shang, Robert Dick. iScope: Personalized Multi-Modality Image Search for Mobile Devices. In MobiSys'09: Proceedings of the 7th International Conference on Mobile Systems, Applications and Services, Pages 277-290, Jun. 2009.
  36. Qin Lv, William Josephson, Zhe Wang, Moses Charikar, Kai Li. Multi-Probe LSH: Efficient Indexing for High-Dimensional Similarity Search. In VLDB'07: Proceedings of the 33rd International Conference on Very Large Data Bases, Pages 950-961, Sep. 2007. (219 citations)
  37. Zhe Wang, William Josephson, Qin Lv, Moses Charikar, Kai Li. Filtering Image Spam with Near-Duplicate Detection. In CEAS'07: Proceedings of the 4th Conference on Email and Anti-Spam. Mountain View, CA, USA. Aug. 2007.
  38. Zhe Wang, Wei Dong, William Josephson, Qin Lv, Moses Charikar, Kai Li. Sizing Sketches: A Rank-Based Analysis for Similarity Search. In SIGMETRICS'07: Proceedings of the 2007 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, Pages 157-168, Jun. 2007.
  39. Qin Lv, William Josephson, Zhe Wang, Moses Charikar, Kai Li. Efficient Filtering with Sketches in the Ferret Toolkit. In MIR'06: Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, Pages 279-288, Oct. 2006.
  40. Qin Lv, William Josephson, Zhe Wang, Moses Charikar, Kai Li. Ferret: A Toolkit for Content-Based Similarity Search of Feature-Rich Data. In EuroSys'06: Proceedings of the ACM SIGOPS EuroSys 2006 Conference, Pages 317-330, Apr. 2006.
  41. Qin Lv, Moses Charikar, Kai Li. Image Similarity Search with Compact Data Structures. In CIKM'04: Proceedings of the 13th ACM Conference on Information and Knowledge Management, Pages 208-217, Nov. 2004.
  42. Qin Lv, Pei Cao, Edith Cohen, Kai Li, Scott Shenker. Search and Replication in Unstructured Peer-to-Peer Networks. In ICS'02: Proceedings of the 16th ACM International Conference on Supercomputing, Pages 84-95, Jun. 2002. (2081 citations)
  43. Qin Lv, Sylvia Ratnasamy, Scott Shenker. Can Heterogeneity Make Gnutella Scalable? In IPTPS'02: Proceedings of the 1st International Workshop on Peer-to-Peer Systems, Pages 94-103, Mar. 2002. (266 citations)
  44. Chun Ying, Qin Lv, Dongsheng Li, Meilin Shi. QoS Routing in Self-Organized Network. In Proceedings of the 16th World Computer Congress & International Conference on Communication Technology, Volume 2, Pages 1304-1309, Aug. 2000.
  45. Chun Ying, Qin Lv, Yong Liu, Meilin Shi. Routing Protocols Overview and Design Issues for Self-Organized Network. In Proceedings of the 16th World Computer Congress & International Conference on Communication Technology, volume 2, pages 1298-1303, Aug. 2000.

Publications: Others

  1. M. Gartrell, K. Alanezi, L. Tian, R. Han, Q. Lv and S. Mishra. Mobile Group Recommendation: Understanding Group Dynamics and Design Challenges. (poster) In HotMobile 2015: Proceedings of the 16th International Workshop on Mobile Computing Systems and Applications. 2015.
  2. Qin Lv. Detecting Misbehavior in Online Video Chat Services. IEEE Internet Computing, 17(3): 76-79, 2013. Invited article.
  3. Dongsheng Li, Qin Lv, Li Shang, Ning Gu. YANA: An Efficient Privacy-Preserving Recommender System for Online Social Communities. In Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM), Pages 2269-2272, Oct. 2011.
  4. D. Gallaher, Q. Lv, G. Grant, and G. Campbell. High speed, time-series analysis of mas- sive data sets using pure object database methods. In UCAR (University Corporation for Atmospheric Research) Software Engineering Assembly (SEA) Conference. Feb. 2012.
  5. Jia Wang, Kun Li, Qin Lv, Hai Zhou, Li Shang. Hybrid Energy Storage System Integration for Vehicles. In ISLPED'10: Proceedings of the 16th ACM/IEEE International Symposium on Low Power Electronics and Design. Aug. 2010.
  6. Kun Li, Jie Wu, Yifei Jiang, Li Shang, Qin Lv, Robert Dick, Dragan Maksimovic. Battery System Modeling and User Study for Emerging Green-Energy Transportation. Technical Report CU-CS 1061-10. University of Colorado at Boulder. Jan. 2010.
  7. Aaron Beach, Mike Gartrell, Xinyu Xing, Richard Han, Qin Lv, Shivakant Mishra, Karim Seada. SocialFusion: Context-Aware Inference and Recommendation By Fusing Mobile, Sensor, and Social Data. Technical Report CU-CS 1059-09. University of Colorado at Boulder. Dec. 2009.
  8. Yifei Jiang, Qin Lv. Efficient Social Website Crawling Using Cluster Graph. Technical Report CU-CS 1056-09. University of Colorado at Boulder. Nov. 2009.
  9. Qin Lv. Similarity Search for Large-Scale Image Datasets. Ph.D. Dissertation. Princeton University. 2006.
  10. William Josephson, Qin Lv, Zhe Wang, Moses Charikar, Kai Li. Analysis of Filtering for Similarity Search Using Sketches. Technical Report TR-760-06. Princeton University. July 2006.
  11. Qin Lv, William Josephson, Zhe Wang, Moses Charikar, Kai Li. A Time-Space Efficient Locality Sensitive Hashing Method for Similarity Search in High Dimensions. Technical Report TR-759-06. Princeton University. June 2006.
  12. Qin Lv, Pei Cao, Edith Cohen, Kai Li, Scott Shenker. Search and Replication in Unstructured Peer-to-Peer Networks. Extended abstract. In SIGMETRICS'02: Proceedings of the 2002 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems. Marina del Rey, CA, USA. June 2002.