| 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 |
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年《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)