冷思阳 (Leng, Siyang)

发布者:孙毅 发布时间:2021-05-14 浏览次数:2532

冷思阳  青年研究员  博士生导师


复旦大学工程与应用技术研究院  青年研究员

复旦大学智能复杂体系基础理论与关键技术实验室  兼聘研究员

E-mail: syleng@fudan.edu.cn


URL:https://faculty.fudan.edu.cn/syleng/zh_CN/index.htm

            https://www.researchgate.net/profile/Siyang_Leng


个人简介


从事非线性动力系统、复杂网络、人工智能、计算系统生物学等领域的应用数学理论、模型、算法等交叉研究,成果发表在Nature Communications, PRL, PNAS, Research, Neural Networks等国际重要学术期刊和IEEE CDC等国际顶级学术会议上,获得2019年世界华人数学家联盟最佳论文奖、2022《Research》优秀论文奖等,主持或参与多个国家级和省部级科研项目的研究工作,2021年入选国家海外高层次青年人才计划。担任腾飞书院导师、《复旦学报(自然科学版)》编委,讲授《智能科学的数学基础》、《应用数学方法》等本科生和研究生课程。


教育经历


2011.09 - 2016.06,复旦大学,数学科学学院,应用数学专业,博士,导师:林伟教授

2014.09 - 2015.09,德国波茨坦气候影响研究所,国家公派联合培养博士生,导师:Jürgen Kurths教授

2006.09 - 2011.07,复旦大学,数学科学学院,信息与计算科学专业,学士


工作经历


2023.10 - 现在,复旦大学,智能复杂体系基础理论与关键技术实验室,兼聘研究员

2020.08 - 现在,复旦大学,工程与应用技术研究院,青年研究员

2016.11 - 2020.03,日本东京大学,生产技术研究所,特任研究员,合作导师:合原一幸教授&陈洛南教授


代表成果


  • Minhao Zou, Zhongxue Gan, Yutong Wang, Junheng Zhang, Dongyan Sui, Chun Guan, and Siyang Leng*, UniG-Encoder: A universal feature encoder for graph and hypergraph node classification, Pattern Recognition, 2024, 147: 110115.

  • Dongyan Sui, Chun Guan, Zhongxue Gan*, Wei Lin, and Siyang Leng*, Tuning Convergence Rate via Non-Bayesian Social Learning: A Trade-Off between Internal Belief and External Information, The 62nd IEEE Conference on Decision and Control (IEEE CDC 2023).

  • Xiong Ying#, Si-Yang Leng#, Huan-Fei Ma, Qing Nie, Ying-Cheng Lai, and Wei Lin*, Continuity scaling: A rigorous framework for detecting and quantifying causality accurately, Research, 2022, 2022: 9870149.

  • Siyang Leng, Huanfei Ma, Jürgen Kurths, Ying-Cheng Lai, Wei Lin*, Kazuyuki Aihara*, and Luonan Chen*, Partial cross mapping eliminates indirect causal influences, Nature Communications, 2020, 11: 2632.

  • Siyang Leng*, and Kazuyuki Aihara, Common stochastic inputs induce neuronal transient synchronization with partial reset, Neural Networks, 2020, 128: 13-21.

  • Huanfei Ma, Siyang Leng, Kazuyuki Aihara*, Wei Lin*, and Luonan Chen*, Randomly distributed embedding making short-term high-dimensional data predictable, Proceedings of the National Academy of Sciences of the United States of America, 2018, 115(43): E9994-E10002.

  • Yong-Zheng Sun#, Si-Yang Leng#, Ying-Cheng Lai, Celso Grebogi, and Wei Lin*, Closed-Loop Control of Complex Networks: A Trade-Off between Time and Energy, Physical Review Letters, 2017, 119(19): 198301.


(* Corresponding Author, # Co-First Author)