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教师名录

苏锐丹
助理研究员

邮箱:suruidan@sjtu.edu.cn

所在研究所:通用人工智能研究所

个人简介

    I am an research assistant professor at AGI Institute, School of Computer Science, Shanghai Jiao Tong University (SJTU). I obtained my B.Eng in Communication Engineering in 2006, and Ph.D degree in Computer Application Technology from Northeastern University, China in 2014.
    Prior to SJTU, I was an Assistant Professor[2015-2021] of Shanghai Advanced Research Institute, Chinese Academy of Sciences, where I worked in field of science is High-speed Train Control Strategy, Computational Intelligence, Software Engineering, Machine Learning and Multiple Object Tracking.
    My research interest includes machine learning, AI4Science, specifically AI for material design.



工作履历

    2015-2021 Shanghai Advanced Research Institute, Chinese Academy of Sciences
    2021- School of Computer Science, Shanghai Jiao Tong University


论文发表

  • Tianshu Zhang, Ruidan Su*, Anli Zhong, Minwei Fang, Yu-dong Zhang*, "From Data to Deployment: A Comprehensive Analysis of Risks in Large Language Model Research and Development". IET Information Security, 2025 (CCF-C 期刊)

  • Ruidan Su, Chun Chi, Shikui Tu, Lei Xu. “A Deep Reinforcement Learning Approach for Portfolio Management in Non-Short-Selling Market". IET Signal Processing, 2024. (CCF-C 期刊)

  • Yao Zhou, Ruidan Su, Shikui Tu* and Lei Xu*. "A Deep Temporal Factor Analysis Method for Large Scale Financial Portfolio Selection," ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 04-10 June 2023, pp. 1-5 (CCF-B 会议) [codes]

  • 盛庆杰, 苏锐丹, 涂仕奎, 徐雷. “基于Lmser-in-Lmser双向网络的人脸素描图像生成方法"[J]. 模式识别与人工智能, 2022, 35(7): 589-601 (CCF 中文T2) [codes]

  • Guo,Xiangzhe;Su,Ruidan; Tu,Shikui;Xu,Lei. "Searching for Textual Adversarial Examples with Learned Strategy" International Conference on Neural Information Processing (ICONIP 2022), Part of the Communications in Computer and Information Science book series(CCF-C 会议)

  • Liu,Sheng;Xiao,Ziya;You,Xiaoming;Su,Ruidan*. "Multistrategy boosted multicolony whale virtual parallel optimization approaches", KNOWLEDGE-BASED SYSTEMS, April 2022(CCF-C 期刊)

  • R Su, H Liu, YD Zhang, M Soleimani, "Deep processing of multimedia data", Multimedia Tools and Applications 81, 18977, 2022

  • K. Zhang, W. Huang, X. Hou, J. Xu, and R. Su*, "A Fault Diagnosis and Visualization Method for High-Speed Train Based on Edge and Cloud Collaboration," Applied Sciences, vol. 11, no. 3, p. 1251, 2021.

  • W. Huang, Y. Li, K. Zhang, X. Hou, J. Xu, and R. Su*, "An Efficient Multi-Scale Focusing Attention Network for Person Re-Identification," Applied Sciences, 2021.

  • R. Su, G. Panoutsos, and X. Yue, "Data-driven granular computing systems and applications," Granular Computing, vol. 1-2, pp. 1-14, 2020.

  • Y. Yuan, W. Huang, X. Wang, H. Xu, H. Zuo, and R. Su*, "Automated accurate registration method between UAV image and Google satellite map," Multimedia Tools and Applications, 2019.

  • K. Zhang, J. Xu, R. Su*, and H. Xu, "Visual Analytics towards Axle Health of High-Speed Train Based on Large-Scale Scatter Image," Multimedia Tools and Applications, 2019.

  • R. Su, Q. Gu, and T. Wen, "Optimization of High-speed Train Control Strategy for Traction Energy Saving Using an Improved Genetic Algorithm," Journal of Applied Mathematics, vol. 2014, p. 507308, 2014. 14. R. Su, T. Wen, W. Yan, K. Zhang, D. Shi, and H. Xu, "A Real-Time Information Service Platform for High-Speed Train," Journal of Computers, vol. 7, no. 9, pp. 2330-2333, 2012.

  • R. Su, K. Zhang, W. Yan, Z. Zhao, H. Xu, and T. Wen, "Research on Virtual Reality Sound Effects for High-Speed Train Simulation System," Journal of Software, vol. 7, no. 8, pp. 1919-1922, Aug. 2012.

  • R. Su, X. Huaiyu, Q. Gu, G. Liu, and T. Wen, "Minimal-energy driving optimization for Multiple high-speed trains under moving signaling system with TSMPGA algorithm," Energy Education Science and Technology Part A, vol. 30, no. 1, pp. 473-484, 2012.

  • W. Peng, R. Su, D. Shi, and H. Xu, "A simulation system for high-speed train traction running," in Proceedings of 2013 the 5th International Conference on Advanced Computer Control, WIT Transactions on Information and Communication Technologies, vol. 59, pp. 677-686, 2014.

  • Q. Gu, H. Zuo, R. Su, K. Zhang, and H. Xu, "A Wireless Subway Collision Avoidance System Based on Zigbee Networks," Journal of Communications, vol. 8, no. 9, pp. 616-623, 2013.

  • Q. Gu, H. Zuo, R. Su, J. Xu, and H. Xu, "A rank table based routing method for multi-sink Zigbee wireless sensor network," Journal of Communications, vol. 8, no. 8, pp. 568-576, 2013.

  • Y. Huang, R. Su, W. Yan, K. Zhang, Y. Liu, and H. Xu, "A Flexible Software Framework for Transportation Maintenance Scheduling," Journal of Software, vol. 7, no. 9, pp. 2158-2161, 2012.

  • H. Shi, H. Dong, L. Xu, C. Song, F. Zhong, and R. Su*, "Multi-satellite Monitoring SST Data Fusion based on the Adaptive Threshold Clustering Algorithm," Journal of Computers, vol. 7, no. 10, pp. 2593-2598, 2012.

  • H. Xu, R. Su, L. Jiang, and S. Jin, "Wireless-LAN Based Distributed Digital Lighting for Digital Home," in Proceedings of the 2009 ICCET '08. International Conference on Computer Engineering and Technology, vol. 2, pp. 433-437, Jan. 2009.

  • H. Xu, X. Yu, R. Su, J. Kan, and H. Zhuang, "An Intelligent and Interactive Control System Based on PDA for Digital Home," in Proceedings of the 2nd International Conference on Advanced Computer Theory and Engineering (ICACTE 2009), Cairo, Egypt, Sept. 25-27, 2009.

  • H. Xu, J. Lou, R. Su, and E. Zhang, "Feature Extraction and Classification of EEG for Imaging Left-right Hands Movement," in Proceedings of the 2nd IEEE International Conference on Computer Science and Information Technology (ICCSIT 2009), Beijing, China, Aug. 8-11, 2009, pp. 56-59.

  • H. Xu, Q. Ni, R. Su, and X. Hou, "A Virtual Community Building Platform based on Google Earth," in Proceedings of the 2009 HIS'09. Ninth International Conference on Hybrid Intelligent Systems, Shenyang Liaoning, China, Aug. 12-14, 2009.

  • X. Huaiyu, S. Ruidan, H. Xiaoyu and N. Qing, "Remote Control System Design Based on Web Server for Digital Home," 2009 Ninth International Conference on Hybrid Intelligent Systems, Shenyang, China, 2009, pp. 457-461, doi: 10.1109/HIS.2009.208.

  • S. Dayu, X. Huaiyu, S. Ruidan and Y. Zhiqiang, "A GEO-Related IOT Applications Platform Based on Google Map," 2010 IEEE 7th International Conference on E-Business Engineering, Shanghai, China, 2010, pp. 380-384, doi: 10.1109/ICEBE.2010.42.

  • H. Xu, Y. Xu, X. Hou, R. Su, "Remote Monitoring System with GIS Searching & Orientation and Voice Guiding Based on Google Earth," in International Conference on Advanced Computer Theory and Engineering (ICACTE).

  • H. Xu, X. Hou, H. Cai, R. Su, Q. Ni, "Online geographic information service platform based on Google Earth," in Hybrid Intelligent Systems, 2009. HIS'09. Ninth International Conference on, 2009, pp. 2.

  • X. Huaiyu, N. Qing, S. Ruidan, H. Xiaoyu, "A 3D virtual community integrated with web-applications based on Google earth," in Computer Science and Information Technology, 2009. ICCSIT 2009. 2nd IEEE, 2009, pp. 2.

  • H. Xu, X. Hou, R. Su, Q. Ni, "Real-time hand gesture recognition system based on associative processors," in Computer Science and Information Technology, 2009. ICCSIT 2009. 2nd IEEE.