1. Jie Zhang, Xinran Wu, Kai Zhang, Nanyu Kuang, Xiang-Zhen Kong, Miao Cao, Yufeng Zhang, Zhengxu Lian, Yu Liu, Huaxin Fan, Gechang Yu, Zhaowen Liu, Wei Cheng, Tianye Jia, Barbara Sahakian, Trevor Robbins, Jianfeng Feng, Gunter Schumann, Lena Palaniyappan. Pre-adolescent Brain Asymmetry: Developmental Trajectory, Cognitive and Psychiatric Effects, Neurobiological and Environmental Influences in ABCD Study. Nature Communications, 2025, accepted.

2. Jingyang Chen, Ping Li, Jiancheng Lv, Hongyuan Zha, Kai Zhang, Jie Zhang. Learning Temporal Features with Alternated Similarity and Proximity Attention for Time Series Prediction. IEEE Transactions on Neural Networks and Learning Systems, 2025, accepted.

3. Ziyan Feng, Jingyang Chen, Youlong Hai, Xuelian Pang, Kun Zheng, Chenglong Xie, Xiujuan Zhang, Shengqing Li, Chengjuan Zhang, Kangdong Liu, Lili Zhu, Xiaoyong Hu, Shiliang Li, Jie Zhang, Kai Zhang, and Honglin Li. Sliding Attention Transformer Neural Architecture for TCR-Antigen-HLA Binding Prediction. Nature Machine Intelligence 2024, accepted.

4. Kai Zhang, Junchen Shen, Gaoqi He, Yu Sun, Haibin Ling, Hongyuan Zha, Honglin Li, Jie Zhang. A Transformative Topological Representation for Link Modeling, Prediction and Cross-Domain Network Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, vol. 46, no. 9, pp. 6126-6138.

5. Kuang N, Liu Z, Yu G, Wu X, Becker B, Fan H, Peng S, Zhang K, Zhao J, Kang J, Dong G, Zhao X, Sahakian B J, Robbins T W, Cheng W, Feng J, Schumann G, Palaniyappan L, Zhang J. Neurodevelopmental risk and adaptation as a model for comorbidity among internalizing and externalizing disorders: genomics and cell-specific expression enriched morphometric study. BMC medicine 21(1): 291 (2023).

6. Fan H, Liu Z, Wu X, Yu G, Gu X, Kuang N, Zhang K, Liu Y, Jia T, Sahakian B J, Robbins T W, Schumann G, Cheng W, Feng J, Becker B, Zhang J. Decoding anxiety–impulsivity subtypes in preadolescent internalising disorders: findings from the Adolescent Brain Cognitive Development study. The British Journal of Psychiatry 223(6): 542-554 (2023).

7. Wu X, Kong X, Vatansever D, Liu Z, Zhang K, Sahakian B J, Robbins T W, Feng J, Thompson P, Zhang J. Dynamic changes in brain lateralization correlate with human cognitive performance. PLOS Biology 20, e3001560 (2022).

8. Wu X, Palaniyappan L, Yu G, Zhang K, Seidlitz J, Liu Z, Kong X, Schumann G, Feng J, Sahakian B J, Robbins T W, Bullmore E, Zhang J. Morphometric dis-similarity between cortical and subcortical areas underlies cognitive function and psychiatric symptomatology: a preadolescence study from ABCD. Mol Psychiatry 28, 1146–1158 (2022).

9. Liu Z, Palaniyappan L, Wu X, Zhang K, Du J, Zhao Q, Xie C, Tang Y, Su W, Wei Y, Xue K, Han S, Tsai S, Lin C, Cheng J, Li C, Wang J, Sahakian B J, Robbins T W, Zhang J, Feng J. Resolving heterogeneity in schizophrenia through a novel systems approach to brain structure: individualized structural covariance network analysis. Molecular psychiatry 26(12): 7719-7731 (2021).

10. He L, Wei D, Yang F, Zhang J, Cheng W, Feng J, Yang W, Zhuang K, Chen Q, Ren Z, Li Y, Wang X, Mao Y, Chen Z, Liao M, Cui H, Li C, He Q, Lei X, Feng T, Chen H, Xie P, Rolls E T, Su L, Li L, Qiu J. Functional Connectome Prediction of Anxiety Related to the COVID-19 Pandemic. American Journal of Psychiatry  178(6): 530-540 (2021).

11. Liu Z, Zhang J, Xie X, Rolls E T, Sun J, Zhang K, Jiao Z, Chen Q, Zhang J, Qiu J, Feng, J. Neural and genetic determinants of creativity. Neuroimage 174, 164-176 (2018).

12. Zhang J, Cheng W, Liu Z, Zhang K, Lei X, Yao Y, Becker B, Liu Y, Kendrick K M, Lu G, Feng J. Neural, electrophysiological and anatomical basis of brain-network variability and its characteristic changes in mental disorders. Brain 139, 2307–2321 (2016).

13. Xu X, Zhang J, Small M. Superfamily phenomena and motifs of networks induced from time series. Proceedings of the National Academy of Sciences 105(50), 19601-19605 (2008).