学术论文

[JSAC].C. H. Liu*,Z. Chen, J. Tang,J. Xu,C. Piao, "Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach,"IEEE Journal of Selected Areas in Communications, Vol:3, no:9, pp: 2059-2070, 2018. (IF: 7.172)CCF-A类

[JSAC].C. H. Liu*,Z. Chen, Y. Zhan, "Energy-Efficient Distributed Mobile Crowd Sensing: A Deep Learning Approach,"IEEE Journal of Selected Areas in Communications, Volume: 37, Issue: 6, Page(s): 1262 – 1276, June 2019. (IF: 7.172)CCF-A类

[TKDE].C. H. Liu*,J. Xu, J. Tang and J. Crowcroft, "Social-aware Sequential Modeling of User Interests: A Deep Learning Approach,"IEEE Transactions on Knowledge and Data Engineering, Volume: 31, Issue: 11, Page(s): 2200 – 2212, Nov. 1 2019. (IF: 2.660)CCF-A类

[TMC].C. H. Liu, X. Ma, X. Gao and J. Tang*, "Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement Learning," inIEEE Transactions on Mobile Computing. doi: 10.1109/TMC.2019.2908171 (IF: 3.822)CCF-A类

[TMC].C. H. Liu*, Z. Dai, Y. Zhao, J. Crowcroft, D. Wu and K. K. Leung, "Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning," inIEEE Transactions on Mobile Computing. doi: 10.1109/TMC.2019.2938509 (IF: 3.822)CCF-A类

[INFOCOM].C. H. Liu, Z. Dai, H. Yang, J. Tang, “Multi-Task-Oriented Vehicular Crowdsensing: A Deep Learning Approach,” inIEEE INFOCOM 2020, Toronto, Canada, 6-9 July.CCF-A类

[INFOCOM].C. H. Liu, C. Piao, J. Tang, “Energy-Efficient UAV Crowdsensing with Multiple Charging Stations by Deep Learning,” inIEEE INFOCOM 2020, Toronto, Canada, 6-9 July.CCF-A类

[ICDE].C. H. Liu, Y. Zhao, Y. Yuan, G. Wang, D. Wu, K. K. Leung, “Curiosity Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach,” accepted to appear inIEEE ICDE 2020, Dallas, USA, April 2020.CCF-A类

[TMC].H. Gao#,C. H. Liu*#, J. Tang, D. Yang, W. Wang, "Online Quality-Aware Incentive Mechanism Design for Mobile Crowdsensing with Extra Bonus,"IEEE Transactions on Mobile Computing, Volume: 18, Issue: 11, Page(s): 2589 – 2603, Nov. 1 2019. (IF: 3.822)CCF-A类

[TPAMI].S. Li,C. H. Liu*, Q. Lin, Q. Wen, L. Su, G. Huang, Z. Ding, "Deep Residual Correction Network for Partial Domain Adaptation," inIEEE Transactions on Pattern Analysis and Machine Intelligence, doi:10.1109/TPAMI.2020.2964173. (IF: 17.730)CCF-A类

[TPDS].R. Han,C. H. Liu*; Z. Zong, L. Y. Chen, W. Liu, S. Wang, J. Zhan, "Workload-adaptive Configuration Tuning for Hierarchical Cloud Schedulers," inIEEE Transactions on Parallel and Distributed Systems. Volume: 30, Issue:12, Page(s): 2879-2895, DECEMBER 2019.CCF-A类

[TKDE].R. Han,C. H. Liu*, S. Li, L. Chen, G. Wang, J. Tang and J. Ye, “SlimML: Removing Non-critical Input Data in Large-scale Iterative Machine Learning,”IEEE Transactions on Knowledge and Data Engineering, 10.1109/TKDE.2019.2951388. (IF: 2.660)CCF-A类

[TMC].Y. Zhan,C. H. Liu*, Y. Zhao, J. Zhang and J. Tang, "Free Market of Multi-Leader Multi-Follower Mobile Crowdsensing: An Incentive Mechanism Design by Deep Reinforcement Learning," inIEEE Transactions on Mobile Computing. doi: 10.1109/TMC.2019.2927314 (IF: 3.822)CCF-A类

[TC].R. Han,C. H. Liu*, S. Li, S. Wen, and X. Liu, “Accelerating Deep Learning Systems via Critical Set Identification and Model Compression,”IEEE Transactions on Computers,doi: 10.1109/TC.2020.2970917. (IF: 3.131)CCF-A类

[TMC].D. Wu, D. I. Arkhipov, Y. Zhang,C. H. Liu, A. Regan, "Online War-driving by Compressive Sensing,"IEEE Transactions on Mobile Computing, Vol:14, no: 11, pp:2349-2362, 2014. (IF: 3.822)CCF-A类

[TMC].L. Wang, Z. Yu, D. Zhang, B. Guo,C. H. Liu, "Heterogeneous Multi-Task Assignment in Mobile Crowdsensing Using Spatiotemporal Correlation,"IEEE Transactions on Mobile Computing, Vol:18, no: 1, pp:84-97, 2019. (IF: 3.822)CCF-A类

[AAAI].S. Li,C. H. Liu*, Q. Lin, B. Xie, Z. Ding, G. Huang, J. Tang, “Domain Conditioned Adaptation Network,” inAAAI 2020, New York, 7-12 Feb, 2020.CCF-A类

[MM].S. Li,C. H. Liu*, B. Xie, L. Su, Z. Ding, G. Huang, “Joint Adversarial Domain Adaptation,” inACM Multimedia 2019, pp: 729-737, Nice, France.CCF-A类

[MM].Z. Liu, G. Gao, A. K. Qin, T. Wu andC. H. Liu, “Action Recognition with Bootstrapping based Long-range Temporal Context Attention,” inACM Multimedia 2019, pp: 583-591, Nice, France.CCF-A类

[INFOCOM].Z. Xu, J. Tang, J. Meng, W. Zhang, Y. Wang,C. H. Liu, D. Yang, "Experience-driven Networking: A Deep Reinforcement Learning based Approach," inIEEE INFOCOM 2018, Honolulu, USA.CCF-A类

[UbiComp].C. H. Liu, A. Kroener, C. Speed, P. Hui, F. Kawsar, W. Wang, D. Wang, T. Ploetz, B. Brandherm, M. Schneider, J. Haupert, P. Stephan, “International Workshop on Networking and Object Memories for the Internet of Things (NOMe-IoT 2011),”ACM UBICOMP 2011, pp: 621-622, Beijing, 2011.CCF-A类