張 蘭


E-Mail：zhanglan@ustc.edu.cn


主要研究方向：數據隱私保護，數據共享交易


張蘭，特任教授，博士生導師，優青。2007年畢業於清華大學軟件學院，獲學士學位。2014年畢業於清華大學計算機科學與技術係，獲博士學位。2014年-2016年於清華大學軟件學院做博士後。2016年到188bet亚洲体育博彩及真人 擔任特任研究員，2019年任特任教授。圍繞數據的深度理解，隱私保護和共享交易進行研究，其成果共發表國際知名會議和期刊論文100餘篇，其中CCF薦A類會議/期刊論文50餘篇。研究成果共申請相關中國發明專利60餘項，其中已授權30餘項，申請美國發明專利3項。2015獲得 中國計算機學會（CCF）優秀博士學位論文獎（每年全國共10人）和國際計算機學會（ACM）中國優秀博士論文獎（每年全國共2人）。2018年獲得首屆阿裏巴巴達摩院青橙獎。2018年獲得全國高校雲計算應用創新大賽1530支參賽隊伍中的唯一全國特等獎。在科研項目方麵，主持了兩項國家重點研發計劃課題，一項國家自然科學基金重點項目，一項國家自然科學基金優秀青年科學基金項目，一項國家自然科學基金麵上項目。此外還主持了一項188金宝慱体育版 學術領軍人才培養計劃項目，一項188金宝慱体育版 創新團隊培育基金項目等,並與阿裏巴巴，騰訊,招商銀行等企業進行科研技術項目合作。在學術服務方麵，任ACM China 合肥分會聯合主席，目前/曾經擔任多個國際知名會議的程序委員會聯合主席、出版主席、程序委員會委員等，例如擔任IEEE INFCOM 2018-2024，Sensys 2021-2023等知名會議的程序委員會委員，BigCom2019的程序委員會主席，MSN 2016的出版主席，ACM中國圖靈大會2020本地主席等。也多次受邀於中國計算機大會，ACM中國圖靈大會，日本產業技術綜合研究院（AIST），微軟亞洲研究院等地進行特邀報告。


獲獎情況：

  1. 2022 Distinguished Member of the 2022 INFOCOM Technical Program Committee

  2. 2021 Distinguished Member of the 2021 INFOCOM Technical Program Committee

  3. 2020 IWQOS Video Presentation Award

  4. 2019 MSN國際會議唯一最佳論文獎。

  5. 2018 阿裏巴巴青橙獎。（全國共9名）

  6. 2018 全國高校雲計算應用創新大賽唯一全國特等獎（1/1530）。

  7. 2017 江蘇省高層次創新創業人才引進計劃（“雙創計劃”）雙創博士。  

  8. 2015 中國計算機學會（CCF）優秀博士學位論文獎（每年全國共10名）。

  9. 2015 國際計算機學會（ACM）中國優秀博士論文獎（每年全國共2名）。

  10. 2007 微軟創新杯軟件設計大賽中國賽區第三名。


近期代表性論著（部分）：

共發表國際知名會議和期刊論文100餘篇，其中CCF薦A類會議/期刊論文50餘篇。

[1] Xinben Gao, Lan Zhang. PCAT: Functionality and Data Stealing from Split Learning by Pseudo-Client Attack. USENIX Security 2023. (CCF推薦A類會議)

[2] Shaoang Li, Lan Zhang, Yingqi Yu, Xiangyang Li, Optimal Arms Identification with Knapsacks. ICML 2023. (CCF推薦A類會議)

[3] Miaohui Song, Lan Zhang, Mu Yuan, Zichong Li, Qi Song, Yijun Liu, Guidong Zheng. CoTel:Ontology-Neural Co-Enhanced Text Labeling. WWW 2023. (CCF推薦A類會議)

[4] Xuanke You, Lan Zhang, Junyang Wang, Zhimin Bao, Yunfei Wu, Shuaishuai Dong. ENLD: Efficient Noisy Label Detection in Data Lake. ICDE 2023. (CCF推薦A類會議)

[5] Zichong Li, Lan Zhang, Mu Yuan, Miao-Hui Song, Qi Song. Efficient Deep Ensemble Inference via Query Difficulty-dependent Task Scheduling. ICDE 2023. (CCF推薦A類會議)

[6] Anran Li, Hongyi Peng, Lan Zhang, Jiahui Huang, Qing Guo, Han Yu, Yang Liu. FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning. IEEE INFOCOM 2023. (CCF推薦A類會議)

[7] Junhao Wang, Lan Zhang, Yihang Cheng, Shaoang Li, Hong Zhang, Dongbo Huang, Xu Lan. TVFL: Tunable Vertical Federated Learning towards Communication-Efficient Model Serving. IEEE INFOCOM 2023. (CCF推薦A類會議)

[8] Mu Yuan, Lan Zhang, Fengxiang He, Xueting Tong, Xiang-Yang Li, InFi: End-to-end Learnable Input Filter for Resource-efficient Mobile-centric Inference, ACM MobiCom 2022. (CCF推薦A類會議)

[9] Junhao Wang, Lan Zhang, Anran Li, Xuanke You, Haoran Cheng, “Efficient Participant Contribution Evaluation for Horizontal and Vertical Federated Learning, IEEE ICDE 2022. (CCF推薦A類會議)

[10] Jiayu Lei, Zheng Zhang, Lan Zhang, Xiang-Yang Li, COCA: Cost-Effective Collaborative Annotation System by Combining Experts and Amateurs, IEEE ICDE 2022. (CCF推薦A類會議)

[11] Mu Yuan, Lan Zhang, Xiang-Yang Li, MLink: Linking Black-box Models for Collaborative Multi-model Inference, AAAI 2022. (CCF推薦A類會議)

[12] Shaoang Li, Lan Zhang, Xiang-Yang Li, “Online Pricing with Limited Supply and Time-Sensitive Valuations”, IEEE INFOCOM 2022. (CCF推薦A類會議)

[13] Xuanke You, Lan Zhang, Haikuo Yu, Mu Yuan, Xiang-Yang Li. KATN: Key Activity Detection via Inexact Supervised Learning. UbiComp 2021. (CCF推薦A類會議)

[14] Anran Li, Lan Zhang, Junhao Wang, Feng Han, Xiang-Yang Li. Privacy-preserving Efficient Federated-Learning Model Debugging, IEEE TPDS, 2021. (CCF推薦A類期刊)

[15] Anran Li, Lan Zhang, Junhao Wang, Juntao Tan, Feng Han, Yaxuan Qin, Nikolaos M. Freris, Xiang-Yang Li. Efficient Federated-Learning Model Debugging. IEEE ICDE 2021. (CCF推薦A類會議)

[16] Anran Li, Lan Zhang, Juntao Tan, Yaxuan Qin, Junhao Wang, Xiang-Yang Li. Sample-level Data Selection for Federated Learning. IEEE INFOCOM 2021. (CCF推薦A類會議)

[17] Zhuan Shi, Shanyang Jiang, Lan Zhang, Yang Du, Xiang-Yang Li. Crowdsourcing System for Numerical Tasks based on Latent Topic Aware Worker Reliability. IEEE INFOCOM 2021. (CCF推薦A類會議)

[18] Hong Zhang, Lan Zhang, Lan Xu, Xiangyang Ma, Zhengtao Wu, Cong Tang, Wei Xu, Yiguo Yang. A Request-level Guaranteed Delivery Advertising Planning: Forecasting and Allocation. ACM SIGKDD 2020. (CCF推薦A類會議)

[19] Mu Yuan, Lan Zhang, Xiang-Yang Li, Hui Xiong. Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling. ICDE 2020.[1] Anran Li, Lan Zhang, Junhao Wang, Juntao Tan, Feng Han, Yaxuan Qin, Nikolaos M. Freris, Xiang-Yang Li. Efficient Federated-Learning Model Debugging. IEEE ICDE 2021. (CCF推薦A類會議)

[20] Xiaoyang Ma, Lan Zhang, Lan Xu, Zhicheng Liu, Ge Chen, Zhili Xiao, Yang Wang, Zhengtao Wu. Large-scale User Visits Understanding and Forecasting with Deep Spatial-Temporal Tensor Factorization Framework. ACM SIGKDD 2019. (CCF推薦A類會議)

[21] Tianyi Chen, Lan Zhang, Shicong Zhang, Zilong Li, Baichuan Huang. Extensible Cross-Modal Hashing. IJCAI 2019. (CCF推薦A類會議)

[22] Lan Zhang, Yannan Li, Xiang Xiao, Xiang-Yang Li, Junjun Wang, Anxin Zhou, Qiang Li. CrowdBuy: Privacy-friendly Image Dataset Purchasing via Crowdsourcing. IEEE INFOCOM 2018.(CCF推薦A類會議)

[23] Shuangshuang Xue, Lan Zhang, Anran Li, Xiang-Yang Li, Chaoyi Ruan, Wenchao Huang. AppDNA: App Behavior Profiling via Graph-based Deep Learning. IEEE INFOCOM 2018. (CCF推薦A類會議)

[24] Huiqi Liu, Xiang-Yang Li, Lan Zhang, Yaochen Xie, Zhenan Wu, Qian Dai, Ge Chen, Chunxiao Wan. Finding the Stars in the Fireworks: Deep Understanding of Motion Sensor Fingerprint. IEEE INFOCOM 2018. (CCF推薦A類會議)

[25]Lan Zhang, Xiang-Yang Li, Kebin Liu, Cihang Liu, Xuan Ding and Yunhao Liu. Cloak Of Invisibility: Privacy-friendly Photo Capturing and Sharing System.IEEE Transactions on Mobile Computing, 2018. (CCF推薦A類期刊)

[26] Lan Zhang, Taeho Jung, Kebin Liu, Xiang-Yang Li, Xuan Ding, Jiaxi Gu, Yunhao Liu. PIC: Enable Large-scale Privacy Preserving Content-based Image Search on Cloud. IEEE Transactions on Parallel and Distributed Systems, Volume: 28, Issue: 11, 3258 – 3271, 2017. (CCF推薦A類期刊)

[27] Cihang Liu, Zhang Lan, Zongqian Liu, Kenbin Liu, Xiang-Yang Li, Yunhao Liu. Lasagna: Towards Deep Hierarchical Understanding and Searching over Mobile Sensing Data. ACM MobiCom, 2016. (CCF推薦A類會議)

[28] Lan Zhang, Kebin, Cihang, XuanDing, XiangYang Li, Yunhao Liu. Privacy-friendly Photo Capturing and Sharing System. UbiComp, 2016. (CCF推薦A類會議)

[29] Lan Zhang, Cheng Bo, Jiahui Hou, Xiangyang Li, Yu Wang, Kebin Liu, Yunhao Liu. Kaleido: You Can Watch It But Cannot Record It. ACM MobiCom, 2015. (CCF推薦A類會議)

[30]Lan Zhang, Xiang-Yang Li, Wenchao Huang, Kebin Liu, Shuwei Zong, Puchun Feng, Taeho Jung, Yunhao Liu. It Starts with iGaze: Visual Attention Driven Networking with Smart Glasses. ACM MobiCom, 2014. (CCF推薦A類會議)

[31]Lan Zhang, Kebin Liu, Yonghang Jiang, Xiang-Yang Li, Yunhao Liu, Panlong Yang. Montage: Combine Frames with Movement Continuity for Realtime Multi-User Tracking.IEEE Transactions on Mobile Computing, Volume: 16, Issue: 4, 1019 – 1031,2017. (CCF推薦A類期刊)

[32] Lan Zhang, Xiang-Yang Li, Kebin Liu, Taeho Jung, Yunhao Liu. Message in a Sealed Bottle: Privacy Preserving Friending in Mobile Social Networks. IEEE Transactions on Mobile Computing, 2015.  (CCF推薦A類期刊)






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