■ Kangkang Chen, Zhongxue Gan*, Siyang Leng, and Chun Guan*, Deep Reinforcement Learning with Parametric Episodic Memory, The 2022 International Joint Conference on Neural Networks (IJCNN 2022).

■ 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.

■ Huanfei Ma*, Siyang Leng, and Luonan Chen*, Detecting High-Dimensional Causal Networks using Randomly Conditioned Granger Causality, CSIAM Transactions on Applied Mathematics, 2021, 2(4): 680-696.

■ Minhao Zou, Ziye Hu, Yuxiang Guan, Zhongxue Gan*, Chun Guan*, and Siyang Leng*, Feature Adaption with Predicted Boxes for Oriented Object Detection in Aerial Images, The 18th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2021).

■ 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.

■ Siyang Leng, Ziwei Xu, and Huanfei Ma*, Reconstructing directional causal networks with random forest: Causality meeting machine learning, Chaos, 2019, 29(9): 093130.

■ Xiaoping Liu#, Xiao Chang#, Siyang Leng, Hui Tang, Kazuyuki Aihara*, and Luonan Chen*, Detection for disease tipping points by landscape dynamic network biomarkers, National Science Review, 2019, 6(4): 775-785.

■ 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.

■ Huanfei Ma, Siyang Leng, and Luonan Chen*, Data-based prediction and causality inference of nonlinear dynamics, Science China Mathematics, 2018, 61: 403-420.

■ 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.

■ Huanfei Ma, Siyang Leng, Chenyang Tao, Xiong Ying, Jürgen Kurths, Ying-Cheng Lai, and Wei Lin*, Detection of time delays and directional interactions based on time series from complex dynamical systems, Physical Review E, 2017, 96(1): 012221.

■ Siyang Leng, Wei Lin*, and Jürgen Kurths, Basin stability in delayed dynamics, Scientific Reports, 2016, 6: 21449.

(* Corresponding Author, # Co-First Author)

■ 2022 National Key R&D Program of China (Grant No. 2022YFC2704604, Member)

■ 2022 Excellent Young Scientists Fund Program (Overseas) of NSFC

■ 2022 NSFC (Grant No. 12101133, PI)

■ 2021 National Key R&D Program of China (Grant No. 2021ZD0201301, Key Member)

● 2021 Fudan University "Zhong Yang-Style" Research Team

■ 2021 STCSM (Grant No. 21YF1402300, PI)

● 2021 Shanghai Municipal Government "Thousand Talents Program"

■ 2021 Shanghai Municipal Education Commission (Grant No. 20CG01, PI)

■ 2020 STCSM (Grant No. 2021SHZDZX0103, Key Member)

● 2019 International Consortium of Chinese Mathematicians Best Paper Award