| 林 伟 特聘教授 博士生导师 复旦大学智能复杂体系基础理论与关键技术实验室 主任 复旦大学教务处 处长 复旦大学数学科学学院 教授 上海数学中心-谷超豪研究所 双聘教授 复旦大学大数据学院 副院长 复旦大学计算系统生物学中心 主任 |
简介
获选IEEE Senior Member，中国工业与应用数学学会数学生命科学专业委员会副主任委员，中国运筹学会计算系统生物学分会常务理事，上海市非线性科学研究会第六届副理事长、第六、七届秘书长，上海市住建委科技委科技信息与智慧城市专委会副主任。担任国际期刊IJBC之AE，国际期刊CHAOS编辑咨询委员会委员，CSF之Editor，Research之AE，Frontiers in Network Physiology之AE。近年来主要开展：有限与无限维动力系统、复杂和随机网络调控动力学、参数识别与数据同化、因果关系以及这些理论、模型与算法在计算系统生物学、社会科学以及人工智能领域的深度应用等交叉研究工作。现已在国际相关领域的顶级或一流期刊Nature Comm.、Nature Phys.、PRL、PNAS、IEEE汇刊、SIAM汇刊等上发表学术论文90余篇，部分成果被Cell、PRL、PRX、PNAS、Nature子刊、Chemical Rev、IEEE汇刊等重要期刊中的成果引用。2011年获教育部霍英东基金会高校青年教师二等奖，2014-2019年连续入选Elsevier中国高被引学者（通用工程领域）榜单，2019年获世界华人数学家联盟最佳论文奖，2019年获上海市五一劳动奖章（科创中心），2020年获上海市自然科学一等奖（排名第二）。于2019年获国家杰出青年基金资助，2018年获得国家重点研发计划重点项目首席负责人，2013年获得国家自然科学基金优秀青年基金资助，2011年入选教育部新世纪人才和上海市曙光学者计划，2012年入选上海市科技启明星（跟踪）计划。
教育经历
1994/09-1998/07 复旦大学数学系学习，获理学学士学位
1998/09-2003/01 复旦大学数学研究所学习，获理学博士学位
工作经历
1998/09-2002/07 复旦大学数学系98级本科生辅导员、复旦大学第四批人才工程预备队 队员
2003/03-2005/03 复旦大学数学系数学科学学院 讲师
2005/04-2009/11 复旦大学数学科学学院 副教授
2002/05-2004/04 复旦大学数学系学工组 组长
2004/05-2005/04 加拿大约克大学数学与统计系 博士后
2007/07-2013/06 中国科学院与德国马普学会联合伙伴计算生物学研究所 兼职研究员
2008/01-2017/05 复旦大学数学科学学院 副院长
2008/12-2017/11 复旦大学计算系统生物学中心 副主任
2009/12 - 至今 复旦大学数学科学学院 教授
2010/12 - 至今 复旦大学数学科学学院 博士生导师
2015/03 - 2021/12 复旦大学类脑人工智能科学与技术研究院 副院长
2017/12 - 至今 复旦大学计算系统生物学中心 主任
2018/12 - 至今 上海数学中心 双聘教授
2019/10 - 至今 教育部脑科学前沿中心 副主任
2019/10 - 至今 教育部计算神经科学与类脑智能重点实验室 副主任
2020/06 - 至今 国防科技大学 兼职教授
2020/07 - 至今 复旦大学智能复杂体系基础理论与关键技术实验室 主任
2021/12 - 至今 复旦大学大数据学院 副院长
近期成果
1. Zhaoyue Zhong, Wei Lin*, and Bo-Wei Qin* [2023] Modulating biological rhythms: A non-computational strategy harnessing nonlinearity and decoupling frequency and amplitude, Physical Review Letters, September 29, vol. 131, no. 13, Art. no. 138401.
2. Changqian Rao, Wei Lin, and Zhuoyi Song* [2023] Analytical refractory period distribution for a class of time-variant biochemical systems with second-order reactions, Journal of Chemical Physics, September 25, vol. 159, no. 12, Art. no. 124105.
3. Kaidian Wang, Luan Yang, Shijie Zhou*, and Wei Lin [2023] Desynchronizing oscillators coupled in multi-cluster networks through adaptively controlling partial networks, CHAOS, Fast Track, August 17, vol. 33, no. 9, Art. no. 091101.
4. Boyun Ji, Wei Lin, and Qunxi Zhu* [2023] Dimension reduction of collective attention networks, International Journal of Bifurcation and Chaos, August 14, vol. 33, no. 11, Art. no. 2350135.
5. Dongyan Sui, Chun Guan, Zhongxue Gan, Wei Lin, and Siyang Leng* [2023] Tuning convergence rate via non-Bayesian social learning: A trade-off between internal belief and external information, 62nd IEEE Conference on Decision and Control (IEEE CDC 2023), Regular Paper, July 12, accetped.
6. Xin Li, Qunxi Zhu*, Chengli Zhao*, Xuzhe Qian, Xue Zhang, Xiaojun Duan, and Wei Lin [2023] Tipping-point detection using reservoir computing, RESEARCH, May 29, vol. 6, Art. no. 0174.
7. Xing-Yue Duan, Xiong Ying, Si-Yang Leng, Juergen Kurths, Wei Lin*, and Huan-Fei Ma* [2023] Embedding theory of reservoir computing and reducing reservoir network using time delays, Physical Review Research, Letter, May, vol. 5, no. 2, Art. no. L022041.
8. Liufei Yang, Wei Lin, and Siyang Leng* [2023] Conditionally cross-map-based technique: From pairwise dynamical causality to causal network reconstruction, CHAOS, May, vol. 33, no. 6, Art. no. 063101.
9. Shijie Zhou, Wei Lin*, Xuerong Mao, and Jianhong Wu [2023] Generalized invariance principles for stochastic dynamical systems and their applications, IEEE Transactions on Automatic Control, Regular Paper, May, published in Early Access.
10. Peng Ji*, Jiachen Ye*, Yu Mu, Wei Lin, Yang Tian, Chittaranjan Hens, Matjaz Perc, Yang Tang, Jie Sun, Jurgen Kurths, Signal propagation in complex networks [2023] Physics Reports, Review Paper, Febuary, vol. 1017, 1-96.
11. Qunxi Zhu*, Xin Li, and Wei Lin* [2023] Leveraging neural differential equations and adaptive delayed feedback to detect unstable periodic orbits based on irregularly sampled time series, CHAOS, Editor's Pick, vol. 33, no. 3, Art. no. 031101.
12. Jingdong Zhang, Qunxi Zhu*, Wei Yang*, and Wei Lin* [2023] SYNC: Safety-aware neural control for stablizing stochastic delay-differential equations, The Eleventh International Conference on Learning Representations (ICLR 2023), accepted as a Poster.
13. Zhang Chen*, Wei Lin*, Dandan Yang, and Xiaodong Zuo [2023] Random attractors and invariant measures for 3D stochastic globally modified Navier-Stokes equations with time-dependent delay and coefficient, Discrete and Continuous Dynamical Systems-S, October, vol. 16, no. 10, 2721-2748.
14. Jingdong Zhang, Qunxi Zhu*, and Wei Lin* [2022] Hamiltonian neural Koopman operator, The Symbiosis of Deep Learning and Differential Equations - Workshop DLDE @ NeurIPS 2022, accepted. full file
15. Jingdong Zhang, Qunxi Zhu*, and Wei Lin* [2022] Neural stochastic control, 36th Conference on Neural Information Processing Systems (NeurIPS 2022), accepted. full file
16. Xiaoge Bao, Qitong Hu, Peng Ji*, Wei Lin, Juergen Kurths, and Jan Nagler* [2022] Impact of basic network motifs on the collective response to perturbations, Nature Communications, vol. 13, Sept. 8, Art. no. 5301.
17. Yongzheng Sun, Wang Li, Liang Li, Guanghui Wen, Sandro Azaele, and Wei Lin* [2022] Delay-induced directional switches and mean switching time in swarming systems, Physical Review Research, vol. 4, July, Art. no. 033054.
18. Xiaoxiao Peng* and Wei Lin* [2022] Complex dynamics of noise-perturbed excitatory-inhibitory neural networks with intra-correlative and inter-independent Connections, Frontiers in Physiology, Fractal Physiology, vol. 13, June, Art. no. 915511.
19. Xiong Ying, Si-Yang Leng, Huan-Fei Ma, Qing Nie, Ying-Cheng Lai, and Wei Lin* [2022] Continuity scaling: A rigorous framework for detecting and quantifying causality accurately, RESEARCH, vol. 2022, May, Art. no. 9870149 [Best Paper Award 2022].
20. Yu Wang, Fengzhu Sun, Wei Lin, and Shuqin Zhang* [2022] AC-PCoA: Adjustment for confounding factors using principal cordinate analysis, PLoS Computational Biology, vol. 18, no. 7, June, Art. no. e1010184 .
21. Shijie Zhou*, Wei Lin, Jianhong Wu [2022] Generalized invariance principles for discrete-time stochastic dynamical system, AUTOMATICA, vol. 143, September, Art. no. 110436. full file
22. Jiawen Hou, Huanfei Ma, Dake He, Jie Sun, Qing Nie*, and Wei Lin* [2022] Harvesting random embedding for high-frequency change-point detection in temporal complex systems, National Science Review, vol. 9, no. 4, April, Art. no. nwab228.
23. Shijie Zhou, Ying-Cheng Lai, and Wei Lin* [2022] Stochastically adaptive control and synchronization: From globally one-sided Lipschitzian to only locally Lipschitzian systems, SIAM Journal on Applied Dynamical Systems, vol. 21, no. 2, pp. 932-959.
24. Qunxi Zhu*, Yifei Shen, Dongsheng Li, and Wei Lin* [2022] Neural piecewise-constant delay differential equations, 36th AAAI Conference on Artificial Intelligence (AAAI 22), accepted. full file
25. Yukun Zou, Wei Yang*, Junjie Lai, Jiawen Hou, and Wei Lin [2022] Vaccination and quarantine effect on Covid-19 transmission dynamics incorportating Chinese-Spring-Festival travel rush: Modelling and simulations, Bulletin of Mathematical Biology, vol. 84, Art. no. 30.
26. Haitao Song, Fang Liu, Feng Li, Xiaochun Cao, Hao Wang, , Zhongwei Jia, Huaiping Zhu, Michael Y. Li, Wei Lin, Hong Yang, Jianghong Hu, and Zhen Jin* [2022] Modeling the second outbreak of COVID-19 with isolation and contact tracing, Discrete and Continuous Dynamical Systems - Series B, vol. 27, no. 10, October, pp. 5757-5777.
27. Xiaoge Bao, Peng Ji*, Wei Lin, Matjaž Perc, and Juergen Kurths* [2021] The impact of COVID-19 on the worldwide air transportation networkThe impact of COVID-19 on the worldwide air transportation network, Royal Society Open Science, vol. 8, November, Art. no. 210682.
28. Bo-Wei Qin*, Lei Zhao, and Wei Lin* [2021] A frequency-amplitude coordinator and its optimal energy consumption for biological oscillators, Nature Communications, vol. 12, Oct. 8, Art. no. 5894 .
29. Duxin Chen, Yongzheng Sun, Wenwu Yu, Haitao Zhang, and Wei Lin* [2021] Coordinating directional switches in pigeon flocks: The role of nonlinear interactions, Royal Society Open Science, vol. 8, September, Art. no. 210649.
30. Qunxi Zhu*, Yao Guo*, and Wei Lin* [2021] Neural delay differential equations, The Ninth International Conference on Learning Representations (ICLR 2021), accepted as a Poster, full file.
31. Yuanren Jiang and Wei Lin* [2021] The role of random structures in tissue formation: From a viewpoint of morphogenesis in stochastic systems, International Journal of Bifurcation and Chaos, vol. 31, No. 11, Art. no. 2150171.
32. Yuankai Ha, Yao Guo*, and Wei Lin [2021] Non-Bayesian social learning model with periodically switching structures, CHAOS, vol. 31, April, Art. no. 043137.
33. Yiqun Dong, Jun Tao, Youmin Zhang, Wei Lin, and Jianliang Ai [2021] Deep learning in aircraft design, dynamics, and control: Review and prospects, IEEE Transactions on Aerospace and Electronic Systems, vol. 57, no. 4, August, pp. 2346-2368.
34. Shijie Zhou* and Wei Lin [2021] Eliminating synchronization of coupled neurons adaptively by using feedback coupling with heterogeneous delays, CHAOS, vol. 31, no. 2, February, Art. no. 023114.
35. Kai Shi, Lingli Zhang, Juehua Yu, Zilin Chen, Shenying Lai, Xingzhong Zhao, Wei-Guang Li, Qiang Luo, Wei Lin, Jianfeng Feng, Peer Bork, Xing-Ming Zhao*, and Fei Li* [2021] A 12-genus bacterial signature identifies a group of severe autism children with differential sensory behavior and brain structures, Clinical and Translational Medicine, vol. 11, no. 2, February, Art. no. e314.
36. Kunquan Lan and Wei Lin [2021] Steady-state solutions of one dimensional competition models in an unstirred chemostat via the fixed point index theory, Proceedings of the Royal Society of Edinburgh Section A: Mathematics, vol. 151 , no. 1, February, pp. 240 – 264.
37. Jiawen Hou, Jie Hong, Boyun Ji, Bowen Dong, Yun Chen, Michael P. Ward, Wei Tu, Zhen Jin, Jian Hu, Qing Su, Wenge Wang, Zheng Zhao, Shuang Xiao, Jiaqi Huang, Wei Lin*, and Zhijie Zhang* [2021] Changed transmission epidemiology of COVID-19 at early stage: A nationwide population-based piecewise mathematical modelling study, Travel Medicine and Infectious Diseases, vol. 39, Art. no. 101918. [Supplemental Materials: Changing transmission dynamics of COVID-19 in China: A nationwide population-based piecewise mathematical modeling study, medRxiv 2020:2020.03.27.20045757].
38. Jiachen Ye, Thomas Peron, Wei Lin, Jürgen Kurths, Peng Ji* [2021] Performance measures after perturbations in the presence of inertia, Communications in Nonlinear Science and Numerical Simulation, vol. 97, June, Art. no. 105727.
39. Qiyang Ge, Zixin Hu, Shudi Li, Wei Lin, Li Jin, and Momiao Xiong* [2021] A novel intervention recurrent autoencoder for real time forecasting and non-pharmaceutical intervention selection to curb the spread of Covid-19 in the world, Statistics and Its Interface, vol. 14, no. 1, pp. 37-47. full file.
40. Qiyang Ge, Xuelin Huang, Shenying Fang, Yuanyuan Liu, Wei Lin, and Momiao Xiong* [2020], Conditional generative adversarial networks for individualized treatment effect estimation and treatment selection, Frontiers in Genetics: Statistical Genetics and Methodology, vol. 11, Art. no. 585804.
41. Peng Ji, Wei Lin, and Jürgen Kurths [2020] Asymptotic scaling describing signal propagation in complex networks, Nature Physics, vol. 16, no. 11, 1082-1083.
42. Siyang Leng, Huanfei Ma, Jürgen Kurths, Ying-Cheng Lai, Wei Lin*, Kazuyuki Aihara, Luonan Chen [2020], Partial cross mapping eliminates indirect causal influences, Nature Communications, vol. 11, Article no. 2632.
43. Qunxi Zhu and Wei Lin* [2019] Stabilizing Boolean networks by optimal event-triggered feedback control, Systems & Control Letters, vol. 126, 40-47.
44. Huanfei Ma, Siyang Leng, Kazuyuki Aihara, Wei Lin*, and Luonan Chen [2018], Randomly distributed embedding making short-term high-dimensional data predictable, Proceedings of the National Academy of Sciences of the United States of America, vol. 115, no. 43, E9994-E10002.
45. Yao Guo, Wei Lin*, and Guanrong Chen [2018] Stability of switched systems on randomly switching durations with random interaction matrices, IEEE Transaction on Automatic Control, Regular Paper, vol. 63, no. 1, 21-36.
46. Yongzheng Sun, Siyang Leng, Ying-Cheng Lai, Celso Grebogi, and Wei Lin* [2017] Closed-loop control of complex networks: A trade-off between time and energy, Physical Review Letters, vol. 119, Article no. 198301.