师资团队 - 上海交通大学巴黎卓越工程师学院

陆佳亮

信息工程专业中方协调人、副教授

jialiang.lu@sjtu.edu.cn

上海交通大学巴黎卓越工程师学院副院长。上海市科委入库评审专家，承担包括国家自然科学基金、上海市“创新行动”科研项目等。他主要科研方向是人工智能赋能、云计算、大数据系统和网络空间安全，在国内外期刊和会议上发表了多篇文章，曾指导学生获得ACM SIG KDD机器学习赛道金牌。此外他参与的教学成果获得上海市教学成果一等奖，上海交通大学教学成果一等奖等。

教育经历

2004 ~ 2008，法国里昂国立应用科学学院博士

1999 ~ 2004，法国里昂国立应用科学学院INSA de Lyon 硕士

工作经历

2018 ~ 至今，上海交通大学，巴黎卓越工程师学院副院长

2013 ~ 2018，上海交通大学，上海交大-巴黎高科卓越工程师学院副教授

2010 ~ 2012，上海交通大学，计算机科学与工程系讲师

2008 ~ 2010，上海交通大学，计算机科学与工程系博士后

2005 ~ 2007，法国电信北京研发中心工作（中国北京）博士研究生

论文信息

Hidden Backdoors in Human-Centric Language Models. In Proceedings of ACM Computer and Communication Security 2021 (ACM CCS 2021), (Best Paper Awards Runner-up).

Adversarial Attacks against Network Intrusion Detection in IoT Systems, Accepted by IEEE Internet of Things Journal, 2021.

Towards Fast Network Intrusion Detection based on Efficiency-preserving Federated Learning. In Proceedings of 2021 IEEE International Conference on Parallel and Distributed Processing with Applications (ISPA 2021), 2021.

Topological Graph Convolutional Network based Urban Traffic Flow and Density Prediction. IEEE Transections on Intelligent Transportation Systems, 2020.

Towards Secure and Efficient Deep Learning Inference in Dependable IoT Systems. IEEE Internet of Things Journal, 2020.

Deep Residual Learning based Enhanced JPEG Compression in the Internet of Things. IEEE Transactions on Industrial Informatics, 2020.

X. Gong, J. Lu, Y. Zhou, et al. “Model Uncertainty Based Annotation Error Fixing for Web Attack Detection”, International Journal of Signal Processing, 2019.

A Salience & Motion State Based Quality Adjustment for 360-Degree Video Transmission, Proceedings of the 2020 the 4th International Conference on Big Data and Internet of Things. Best presenter Award.

J. Zhan, X. Liao, Y. Bao, L. Gan, Z. Tan, M. Zhang, R. He, and J. Lu. “An effective feature representation of web log data by leveraging byte pair encoding and TF-IDF”, In Proceedings of the ACM Turing Celebration Conference - China (ACM TURC ‘19). Association for Computing Machinery, New York, NY, USA, Article 62, 1-6, 2019

H. Cao, J. Lu, and N. Zong “A Multi-User 360-Video Streaming System for Wireless Network”, In The 17th International Conference on Virtual-Reality Continuum and its Applications in Industry (VRCAI ’19).Brisban Australia, 2019

X. GONG, Y. Zhou, Y. Bi, et al. “Estimating Web Attack Detection via Model Uncertainty from Inaccurate Annotation”, 2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/2019 5th IEEE Inter-national Conference on Edge Computing and Scalable Cloud (EdgeCom), 2019.

X. Gong, H. Zhu, R. Deng, et al. “Crafting and Detecting Adversarial WebRequests”, The 4th IEEE International Conference on Smart Cloud 2019, 2019.

X. Gong, J. Lu, Y. Wang, et al. “CECoR-Net: A Character-Level Neural Network Model for Web Attack Detection”, The 4th IEEE International Conference on Smart Cloud 2019, 2019.

A. Wang, X. Gong, J. Lu “Deep Feature Exgtraction in Intrusion Detection System”, The 4th IEEE International Conference on Smart Cloud 2019, 2019.

获奖信息

2019年上海交通大学教学成果一等奖

2017年上海市优秀教学成果奖一等奖

2016年上海交通大学烛光奖一等奖

2015年上海市文化广播影视管理局科学技术进步奖，一等奖

荣誉信息

ACM SIG KDD CUP 2020 ML Track 2 金牌（指导老师）