杜扬，男，博士。CCF会员，2020年7月毕业于中国科学技术大学计算机软件与理论方向，获工学博士学位，师从黄刘生教授，并于2020年7月加入苏州大学。主要研究兴趣包括了大模型推理加速、网络流量测量、网络安全等，目前在国内外顶级期刊会议发表论文30余篇，其中CCF A类10余篇；主持江苏省基础研究计划青年基金项目1项、江苏省博士后科研资助项目1项；曾获ISPA 2023最佳论文奖、BIGCOM 2016大会唯一最佳论文奖；获2024年度江苏省行业领域（电子信息领域）优秀科技进展、2024年江苏省青年科技人才托举工程、2023年苏州大学学生“我最喜爱的老师”。
网络流量测量
网络安全
[1] Yang Du, He Huang, Yu-E Sun, Shigang Chen, Guoju Gao. Self-Adaptive Sampling for Network Traffic Measurement[C]. in Proc. of IEEE INFOCOM 2021, 2021. (CCF A, Top Conference, Acceptance ratio: 252/1266=19.9%)
[2] Yang Du, He Huang, Yu-E Sun, An Liu, Guoju Gao, Boyu Zhang. Online High-Cardinality Flow Detection over Big Network Data Stream, in Proc. of DASFAA 2021, 2021. (CCF B)
[3] Yang Du, Yu-E Sun, He Huang, Liusheng Huang, Hongli Xu, Yu Bao, Hansong Guo. Bayesian Co-Clustering Truth Discovery for Mobile Crowd Sensing Systems[J]. IEEE Transactions on Industrial Informatics, Vol. 16(2): 1045-1057, 2020. (JCR Q1, IF: 9.112, SCI-indexed)
[4] Yang Du, Yu-E Sun, He Huang, Liusheng Huang, Hongli Xu, Xiaocan Wu. Quality-aware Online Task Assignment Mechanisms Using Latent Topic Model[J]. Theoretical Computer Science, Vol. 803: 130-143, 2020. (CCF B, SCI-indexed)
[5] Yang Du, Hongli Xu, Yu-E Sun, Liusheng Huang. A General Fine-Grained Truth Discovery Approach for Crowdsourced Data Aggregation[C]. in Proc. of DASFAA 2017, 2017. (CCF B)
[6] Yang Du, Yu-E Sun, He Huang, Liusheng Huang, Hongli Xu, Xiaocan Wu. Quality-aware Online Task Assignment Using Latent Topic Model[C]. in Proc. of AAIM 2018, Dallas, US, 2018.
[7] Zhuan Shi, Shanyang Jiang, Lan Zhang, Yang Du, Xiang-Yang Li. Crowdsourcing System for Numerical Tasks based on Latent Topic Aware Worker Reliability[C]. in Proc. of IEEE INFOCOM 2021, 2021. (CCF A, Top Conference, Acceptance ratio: 252/1266=19.9%)
[8] Yu-E Sun, He Huang, Chaoyi Ma, Shigang Chen, Yang Du, Qingjun Xiao. Online Spread Estimation with Non-duplicate Sampling[C]. in Proc. of IEEE INFOCOM 2020, Toronto, Canada, 2020. (CCF A, Top Conference, Acceptance ratio: 268/1354=19.8%)
[9] Hongli Xu, Xiang-Yang Li, Liusheng Huang, Yang Du, Zichun Liu. Partial flow statistics collection for load-balanced routing in software defined networks[J]. Computer Networks, Vol. 122: 43-55. (CCF B, SCI-indexed)
[10] Xiaofei Bu, Yu-E Sun, Yang Du, Xiaocan Wu, Boyu Zhang, He Huang. A Novel Spread Estimation Based Abnormal Flow Detection in High-speed Networks[J]. Peer-to-Peer Networking and Applications, 2020. (CCF C, SCI-indexed)
[11] Wenjian Yang, Yu-E Sun, He Huang, Yang Du, Danlai Huang, Tao Tao, Yonglong Luo. Persistent Transportation Traffic Volume Estimation with Differential Privacy[J]. Journal of Ambient Intelligence and Humanized Computing, 2020. (Extended version of UIC 2019, SCI-indexed, IF:1.910)
[12] Xiaocan Wu, Yu-E Sun, Yang Du, Xiaoshuang Xing, Guoju Gao, He Huang. An Efficient Malicious User Detection Mechanism for Crowdsensing System[C]. in Proc. of WASA 2020, Qingdao, China, 2020. (CCF C)
[13] Zhen Cao, Yu-E Sun, He Huang, Hansong Guo, Yang Du, An Liu, Le Lu. Finding Persistent Elements of Anomalous Flows in Distributed Monitoring Systems[C]. in Proc. of IEEE ISCC 2020 , Rennes, France, 2020. (CCF C)
[14] Xiaofeng Zhao, Xiaocan Wu, Yu-E Sun, He Huang, Yang Du and Zhen Cao. CPDM: An Efficient Crowdsensing-based Pothole Detection and Measurement System Design[C]. IEEE ICTAI 2019, Portland, Oregon, US. (CCF C)
[15] Runzhi Wang, Yu-E Sun, He Huang, Le Lu, Yang Du and Danlei Huang. An Efficient Truth Discovery Mechanism for Crowdsensing Tasks with Temporal and Spatial Correlations[C]. IEEE ICTAI 2019, Portland, Oregon, US. (CCF C)
[16] Wenjian Yang, Yu-E Sun, He Huang, Yang Du, Danlei Huang, Fanzhang Li, Yonglong Luo. Persistent Transportation Traffic Volume Estimation with Differential Privacy[C]. IEEE UIC 2019, Leicester, UK, 2019. (CCF C)
[17] Xiaojun Li, Yu-E Sun, Qian Liu, Zhiwei Shen, Benjian Song, Yang Du and He Huang. PROMISE: A Taxi Recommender System Based on Inter-regional Passenger Mobility[C]. IEEE IJCNN 2019, Budapest, Hungary, July 14-19, 2019. (CCF C)
[18] Xiaocan Wu, Yu-E Sun, He Huang, Yang Du, Danlei Huang. Time-Efficient Allocation Mechanisms for Crowdsensing Tasks with Precedence Constraints[J]. Sensors, 2019. (SCI-indexed, IF: 3.031)
[19] 曹振, 孙玉娥, 黄河, 陆乐, 杜扬, 黄刘生. 带隐私保护的群智感知任务分配机制[J]. 小型微型计算机, 2019, Vol 40(6): 1266-1273.
[20] Jingmei Cui, Yu-E Sun, He Huang, Hansong Guo, Yang Du, Wenjian Yang, Meixuan Li. TCAM: A Truthful Combinatorial Auction Mechanism for Crowdsourcing Systems [C]. In Proc. of IEEE WCNC 2018, Barcelona, Spain, 2018. (CCF C)
[21] Jingmei Cui, Yu-E Sun, He Huang, Yu Xin, Hansong Guo, Yang Du. Double Auction Based Truthful Multi-unit Task Allocation Mechanism for CrowdsourcingSystems[J]. 软件学报, 2018. (Top journal in China)
[22] Yu Bao, Yu-E Sun, Xiaofei Bu, Yang Du, Xiaocan Wu, He Huang, Yonglong Luo and Liusheng Huang. How Do Metro Sta-tion Crowd Flows Influence the Taxi Demand Based on Deep Spatial-Temporal Network[C]. in Proc. of IEEE MSN 2018, Shenyang, China. (CCF C)
[23] Yu-E Sun, He Huang, Xiang-Yang Li, Yang Du, Miaomiao Tian, Hongli Xu, Mingjun Xiao. Privacy-Preserving Strategyproof Auction Mechanisms for Resource Allocation[J]. Tsinghua Science and Technology, Vol. 22(2): 119-134, 2017. (SCI-indexed, accepted as spotlight work)
[24] Meixuan Li, Yu-E Sun, He Huang, Jing Yuan, Yang Du, Yu Bao, Yonglong Luo. Profit maximization resource allocation in cloud computing with performance guarantee. in Proc. of IEEE IPCCC 2017, 2017. (CCF C)
[25] Long Chen, Liusheng Huang, Hongli Xu, Yang Du. Queueing analysis for preemptive transmission in underlay CRNs[J]. International Journal of Communication Systems, Vol. 29(6): 1138-1155. (SCI-indexed)
[26] Yu-E Sun, He Huang, Xiang-Yang Li, Yang Du, Miaomiao Tian, Hongli Xu, Mingjun Xiao. Privacy-Preserving Strategyproof Auction Mechanisms for Resource Allocation in Wireless Communications[C], in Proc. of BIGCOM 2016, pp. 13-26, Shenyang, China. (Best paper award, 1 out of 39)
[27] 杜扬, 黄河, 孙玉娥, 李凡长, 朱艳琴, 黄刘生. 地理位置相关移动感知系统任务分配问题研究[J], 计算机研究与发展, 2014, Vol. 51 (11): 2374-2381.
杜扬，男，博士。CCF会员，2020年7月毕业于中国科学技术大学计算机软件与理论方向，获工学博士学位，师从黄刘生教授，并于2020年7月加入苏州大学。主要研究兴趣包括了大模型推理加速、网络流量测量、网络安全等，目前在国内外顶级期刊会议发表论文30余篇，其中CCF A类10余篇；主持江苏省基础研究计划青年基金项目1项、江苏省博士后科研资助项目1项；曾获ISPA 2023最佳论文奖、BIGCOM 2016大会唯一最佳论文奖；获2024年度江苏省行业领域（电子信息领域）优秀科技进展、2024年江苏省青年科技人才托举工程、2023年苏州大学学生“我最喜爱的老师”。
网络流量测量
网络安全
[1] Yang Du, He Huang, Yu-E Sun, Shigang Chen, Guoju Gao. Self-Adaptive Sampling for Network Traffic Measurement[C]. in Proc. of IEEE INFOCOM 2021, 2021. (CCF A, Top Conference, Acceptance ratio: 252/1266=19.9%)
[2] Yang Du, He Huang, Yu-E Sun, An Liu, Guoju Gao, Boyu Zhang. Online High-Cardinality Flow Detection over Big Network Data Stream, in Proc. of DASFAA 2021, 2021. (CCF B)
[3] Yang Du, Yu-E Sun, He Huang, Liusheng Huang, Hongli Xu, Yu Bao, Hansong Guo. Bayesian Co-Clustering Truth Discovery for Mobile Crowd Sensing Systems[J]. IEEE Transactions on Industrial Informatics, Vol. 16(2): 1045-1057, 2020. (JCR Q1, IF: 9.112, SCI-indexed)
[4] Yang Du, Yu-E Sun, He Huang, Liusheng Huang, Hongli Xu, Xiaocan Wu. Quality-aware Online Task Assignment Mechanisms Using Latent Topic Model[J]. Theoretical Computer Science, Vol. 803: 130-143, 2020. (CCF B, SCI-indexed)
[5] Yang Du, Hongli Xu, Yu-E Sun, Liusheng Huang. A General Fine-Grained Truth Discovery Approach for Crowdsourced Data Aggregation[C]. in Proc. of DASFAA 2017, 2017. (CCF B)
[6] Yang Du, Yu-E Sun, He Huang, Liusheng Huang, Hongli Xu, Xiaocan Wu. Quality-aware Online Task Assignment Using Latent Topic Model[C]. in Proc. of AAIM 2018, Dallas, US, 2018.
[7] Zhuan Shi, Shanyang Jiang, Lan Zhang, Yang Du, Xiang-Yang Li. Crowdsourcing System for Numerical Tasks based on Latent Topic Aware Worker Reliability[C]. in Proc. of IEEE INFOCOM 2021, 2021. (CCF A, Top Conference, Acceptance ratio: 252/1266=19.9%)
[8] Yu-E Sun, He Huang, Chaoyi Ma, Shigang Chen, Yang Du, Qingjun Xiao. Online Spread Estimation with Non-duplicate Sampling[C]. in Proc. of IEEE INFOCOM 2020, Toronto, Canada, 2020. (CCF A, Top Conference, Acceptance ratio: 268/1354=19.8%)
[9] Hongli Xu, Xiang-Yang Li, Liusheng Huang, Yang Du, Zichun Liu. Partial flow statistics collection for load-balanced routing in software defined networks[J]. Computer Networks, Vol. 122: 43-55. (CCF B, SCI-indexed)
[10] Xiaofei Bu, Yu-E Sun, Yang Du, Xiaocan Wu, Boyu Zhang, He Huang. A Novel Spread Estimation Based Abnormal Flow Detection in High-speed Networks[J]. Peer-to-Peer Networking and Applications, 2020. (CCF C, SCI-indexed)
[11] Wenjian Yang, Yu-E Sun, He Huang, Yang Du, Danlai Huang, Tao Tao, Yonglong Luo. Persistent Transportation Traffic Volume Estimation with Differential Privacy[J]. Journal of Ambient Intelligence and Humanized Computing, 2020. (Extended version of UIC 2019, SCI-indexed, IF:1.910)
[12] Xiaocan Wu, Yu-E Sun, Yang Du, Xiaoshuang Xing, Guoju Gao, He Huang. An Efficient Malicious User Detection Mechanism for Crowdsensing System[C]. in Proc. of WASA 2020, Qingdao, China, 2020. (CCF C)
[13] Zhen Cao, Yu-E Sun, He Huang, Hansong Guo, Yang Du, An Liu, Le Lu. Finding Persistent Elements of Anomalous Flows in Distributed Monitoring Systems[C]. in Proc. of IEEE ISCC 2020 , Rennes, France, 2020. (CCF C)
[14] Xiaofeng Zhao, Xiaocan Wu, Yu-E Sun, He Huang, Yang Du and Zhen Cao. CPDM: An Efficient Crowdsensing-based Pothole Detection and Measurement System Design[C]. IEEE ICTAI 2019, Portland, Oregon, US. (CCF C)
[15] Runzhi Wang, Yu-E Sun, He Huang, Le Lu, Yang Du and Danlei Huang. An Efficient Truth Discovery Mechanism for Crowdsensing Tasks with Temporal and Spatial Correlations[C]. IEEE ICTAI 2019, Portland, Oregon, US. (CCF C)
[16] Wenjian Yang, Yu-E Sun, He Huang, Yang Du, Danlei Huang, Fanzhang Li, Yonglong Luo. Persistent Transportation Traffic Volume Estimation with Differential Privacy[C]. IEEE UIC 2019, Leicester, UK, 2019. (CCF C)
[17] Xiaojun Li, Yu-E Sun, Qian Liu, Zhiwei Shen, Benjian Song, Yang Du and He Huang. PROMISE: A Taxi Recommender System Based on Inter-regional Passenger Mobility[C]. IEEE IJCNN 2019, Budapest, Hungary, July 14-19, 2019. (CCF C)
[18] Xiaocan Wu, Yu-E Sun, He Huang, Yang Du, Danlei Huang. Time-Efficient Allocation Mechanisms for Crowdsensing Tasks with Precedence Constraints[J]. Sensors, 2019. (SCI-indexed, IF: 3.031)
[19] 曹振, 孙玉娥, 黄河, 陆乐, 杜扬, 黄刘生. 带隐私保护的群智感知任务分配机制[J]. 小型微型计算机, 2019, Vol 40(6): 1266-1273.
[20] Jingmei Cui, Yu-E Sun, He Huang, Hansong Guo, Yang Du, Wenjian Yang, Meixuan Li. TCAM: A Truthful Combinatorial Auction Mechanism for Crowdsourcing Systems [C]. In Proc. of IEEE WCNC 2018, Barcelona, Spain, 2018. (CCF C)
[21] Jingmei Cui, Yu-E Sun, He Huang, Yu Xin, Hansong Guo, Yang Du. Double Auction Based Truthful Multi-unit Task Allocation Mechanism for CrowdsourcingSystems[J]. 软件学报, 2018. (Top journal in China)
[22] Yu Bao, Yu-E Sun, Xiaofei Bu, Yang Du, Xiaocan Wu, He Huang, Yonglong Luo and Liusheng Huang. How Do Metro Sta-tion Crowd Flows Influence the Taxi Demand Based on Deep Spatial-Temporal Network[C]. in Proc. of IEEE MSN 2018, Shenyang, China. (CCF C)
[23] Yu-E Sun, He Huang, Xiang-Yang Li, Yang Du, Miaomiao Tian, Hongli Xu, Mingjun Xiao. Privacy-Preserving Strategyproof Auction Mechanisms for Resource Allocation[J]. Tsinghua Science and Technology, Vol. 22(2): 119-134, 2017. (SCI-indexed, accepted as spotlight work)
[24] Meixuan Li, Yu-E Sun, He Huang, Jing Yuan, Yang Du, Yu Bao, Yonglong Luo. Profit maximization resource allocation in cloud computing with performance guarantee. in Proc. of IEEE IPCCC 2017, 2017. (CCF C)
[25] Long Chen, Liusheng Huang, Hongli Xu, Yang Du. Queueing analysis for preemptive transmission in underlay CRNs[J]. International Journal of Communication Systems, Vol. 29(6): 1138-1155. (SCI-indexed)
[26] Yu-E Sun, He Huang, Xiang-Yang Li, Yang Du, Miaomiao Tian, Hongli Xu, Mingjun Xiao. Privacy-Preserving Strategyproof Auction Mechanisms for Resource Allocation in Wireless Communications[C], in Proc. of BIGCOM 2016, pp. 13-26, Shenyang, China. (Best paper award, 1 out of 39)
[27] 杜扬, 黄河, 孙玉娥, 李凡长, 朱艳琴, 黄刘生. 地理位置相关移动感知系统任务分配问题研究[J], 计算机研究与发展, 2014, Vol. 51 (11): 2374-2381.