在低维材料量子调控、新原理电子器件、类脑感知与计算、生物智能与脑机智能等研究领域取得了一系列重要进展，包括准连续铁电类脑计算器件，类视网膜传感器件与芯片，高精度模拟存内计算芯片，能够直接将光转换为词元的超低功耗新型智能视觉传感器芯片“光语芯”等一系列原创性的工作，在国际同行中产生重要影响。作为第一或通讯作者在Science、Nature、Nature/Science子刊（30＋）、 Phys. Rev. Lett.等国际学术期刊上发表论文，共发表SCI论文170余篇，Google scholar总引用48000余次，Web of Science总引用34000余次；已获授权/申请美国与中国发明专利>40项。担任Nature、Science、Nature Physics、Nature Nanotechnology、Nature Materials、Nature Electronics、Nature Photonics、 Nature Synthesis、Nature computational science、Nature Communication、Science Advances、Physical Review Letters等学术期刊的审稿人。

Selected publications (for full publication list, please refer to https://nano.nju.edu.cn/eng_paper.html):

一、低维材料的量子调控

1) “Tunable quantum criticalities in an isospin extended Hubbard model simulator”

Q. Li, B. Cheng*, M. Chen, B. Xie, Y. Xie, P. Wang, F. Chen, Z. Liu, K. Watanabe, T. Taniguchi, S.-J. Liang, D. Wang, C. Wang, Q.-H. Wang, J. Liu, F. Miao*

Nature 609, 479 (2022)

2) “On-device phase engineering”

X. Liu^#, J. Shan^#, T. Cao^#, L. Zhu^#, J. Ma^#, G. Wang, Z. Shi, Q. Yang, M. Ma, Z. Liu, S. Yan, L. Wang, Y. Dai, J. Xiong, F. Chen, B. Wang, C. Pan, Z. Wang, B. Cheng, Y. He, X. Luo*, J. Lin*, S.-J Liang*, F. Miao*
Nature Materials 23, 1363 (2024)

3) "Interfacial magnetic spin Hall effect in van der Waals Fe3GeTe2/MoTe2 heterostructure"
Y. Dai^#, J. Xiong^#, Y. Ge^#, B. Cheng*, L. Wang, P. Wang, Z. Liu, S. Yan, C. Zhang, X. Xu, Y. Shi, S. Cheong, C. Xiao*, S. A. Yang, S.-J Liang*, F. Miao*
Nature Communications 15, 1129 (2024)

4) "Phase-coherent transport in graphene quantum billiards"
F. Miao, S.Wijeratne, Y. Zhang, U. C. Coskun, W. Bao, and C. N. Lau

Science 317, 1530 (2007)

5) "Quantum conductance oscillations in metal/molecule/metal switches at room temperature"

F. Miao, D. Ohlberg, D. R. Stewart, R. S. Williams, C. N. Lau

Physical Review Letters 101, 016802 (2008)

6) "Gate-tunable negative longitudinal magnetoresistance in the predicted type-II Weyl semimetal WTe₂"

Y. Wang, E. Liu, H. Liu, Y. Pan, L. Zhang, J. Zeng, Y. Fu, M. Wang, K. Xu, Z. Huang, Z. Wang, H. Lu, D. Xing, B. Wang*, X. Wan*, F. Miao*

Nature Communications 7, 13142 (2016)

7) "The positive piezoconductive effect in graphene"

K. Xu^#, K. Wang^#, W. Zhao^#, W. Bao, E. Liu, Y. Ren, M. Wang, Y. Fu, J. Zeng, Z. Li, W. Zhou, F. Song, X. Wang, Y. Shi, X. Wan, M. S. Fuhrer, B. Wang*, Z. Qiao*, F. Miao*, D. Xing

Nature Communications 6, 8119 (2015)

8) "Integrated digital inverters based on two-dimensional anisotropic ReS₂ field-effect transistors"
E. Liu^#, Y. Fu^#, Y. Wang, Y. Feng, H. Liu, X. Wan, W. Zhou, B. Wang*, L. Shao, C. Ho, Y. Huang, Z. Cao, L. Wang, A. Li, J. Zeng, F. Song, X. Wang, Y. Shi, H. Yuan*, H. Y. Hwang, Y. Cui, F. Miao*, D. Xing

Nature Communications 6, 6991 (2015)

9) "Orientation-tunable correlated Chern insulating states in chiral twisted double bilayer graphene proximitized by WSe2"
J. Xie, Y. Xie, F. Chen, J. Yang*, S. Chen, M. Chen, K. Watanabe, T. Taniguchi, S.-J. Liang, K. Xu, B. Cheng*, and F. Miao*
Nature Communications 17, 9580 (2026).

10) "Room-temperature ferroelectrically switchable quantum geometry in few-layer WTe2 for complementary in-memory computing"
R. Wang^#, P. Wang^#, H. Chen, Y. Peng, B. Liu, J. Xiong, X. Zhang, C. Pan, X. Chen, S. A. Yang, S.-J. Liang*, F. Miao*, and P. Song*
Nature Communications 17, 9466 (2026).

11)"Dimensionality-Driven Anomalous Metallic State with Zero-Field Nonreciprocal Transport in Layered Ising Superconductors"
Y. Cui^#, Z. Liu^#, Q. Liu^#, J. Xiong^#, Y. Xie, Y. Dai, J. Zhou, L. Wang, H. Fang, H. Liu, S.-J. Liang, B. Cheng* and F. Miao*
Physical Review Letters 135, 076501 (2025).

二、新原理电子器件

12) “Selective and quasi-continuous switching of ferroelectric Chern insulator devices for neuromorphic computing”
M. Chen^#, Y. Xie^#, B. Cheng*, Z. Yang, X. Li, F. Chen, Q. Li, J. Xie, K. Watanabe, T. Taniguchi, W. He, M. Wu, S.-J Liang*, F. Miao*
Nature Nanotechnology 19, 962 (2024)

13) "Reconfigurable logic and neuromorphic circuits based on electrically tuneable two-dimensional homojunctions"

C. Pan, C. Wang, S. Liang*, Y. Wang, T. Cao, P. Wang, C. Wang, S. Wang, B. Cheng, A. Gao, E. Liu, K. Watanabe, T. Taniguchi, F. Miao*

Nature Electronics 3, 383 (2020)

14) "Observation of ballistic avalanche phenomena in nanoscale vertical Inse/BP heterostructures"

A. Gao, J. Lai, Y. Wang, Z. Zhu, J. Zeng, G. Yu, N. Wang, W. Chen, T. Cao, W. Hu, D. Sun, X. Chen, F. Miao*, Y. Shi*, X.-M. Wang*

Nature Nanotechnology 14, 217 (2019)

15) "Robust memristors based on layered two-dimensional materials"

M. Wang, S. Cai, C. Pan, C. Wang, X. Lian, Y. Zhuo, K. Xu, T. Cao, X. Pan, B. Wang, S. Liang, J. Yang*, P. Wang*, F. Miao*

Nature Electronics 1, 130 (2018)

16) "Electrical switching of Ising-superconducting nonreciprocity for quantum neuronal transistor"
J. Xiong^#, J. Xie^#, B. Cheng*, Y. Dai, X. Cui, L. Wang, Z. Liu, J. Zhou, N. Wang, X. Xu, X. Chen, S. Cheong, S.-J Liang*, F. Miao*
Nature Communications 15, 4953 (2024)

17) “Room-temperature high detectivity mid-infrared photodetectors based on black arsenic phosphorus”

M. Long^#, A. Gao^#, P. Wang, H. Xia, Claudia Ott, C. Pan, Y. Fu, E. Liu, X. Chen, W. Lu, Tom Nilges, J. Xu, X. Wang*, W. Hu*, F. Miao*

Science Advances 3, e1700589 (2017)

18) “Mortise-tenon–shaped memristors for scientific computing”

W. Dang^#, Y. Shen^#, W. Wei^#, C. Pan*, F. Chen, G.-J. Ruan, Y. Luo, Y. Guo, Q. Tan, J. Shi, X.-J. Yangdong, S. Chen, C. Wang, Y. Xie, Z.-Z. Yang, P. Wang, S. Wang, L. Zhong, S. Cheng, C. Zhu, B. Cheng, S.-J. Liang*, and F. Miao*

Science Advances 11, eadu3309 (2025).

19) "Non-pixelated in-materia retinomorphic sensor via photocarrier dynamics for precise spatiotemporal perception"
K. Liu^#, P. Wang^#, T. Zhou, T. Zheng, W. Wang*, D. Guo, P. Zeng, X. Zhang, Y. Zhang, C. Pan, D. Wan, S.-J. Liang*, Z. Ni, F. Miao*, and J. Lu
Nature Communications 17, 5528 (2026).

20) "Light-programmable mechanical computing via polyaniline composite film"
X. Yan^#, Y. Li^#, Y. Zhao^#, C. Pan*, S. Yan, D. Yang, G. Ruan, H. Zhao, F. Chen, X.-J. Yangdong, P. Wang, W. Yu, Y. Yang, C. Wang, B. Cheng, S.-J. Liang*, and F. Miao*
Nature Communications 17, 4011 (2026).

21) "In-material physical computing based on reconfigurable microwire arrays via halide-ion segregation"
D. Li^#, P. Xie^#, Y. Yang^*, Y. Wang, C. Lan, Y. Wei, J. Liao, B. Li, Z. Wu, Q. Quan, Y. Zhang, Y. Meng, M. Ding, Y. Yan, Y. Shen, W. Wang, S.-W. Tsang, S.-J. Liang, F. Miao*, and J. C. Ho*
Nature Communications 16, 5472 (2025).

三、类脑感知与计算

22) “In-sensor Dynamic Computing for Intelligent Machine Vision”

Y. Yang^#, C. Pan^#, Y. Li^#, X.-J. Yangdong, P. Wang, Z. Li, S. Wang, W. Yu, G. Liu, B. Cheng, Z. Di, S.-J Liang*, F. Miao*
Nature Electronics 7, 225 (2024)

23) “Parallel in-memory wireless computing”

C. Wang^#, G. Ruan^#, Z. Yang, X.-J. Yangdong, Y. Li*, L. Wu, Y. Ge, Y. Zhao, C. Pan, W. Wei, L. Wang, B. Cheng, Z. Zhang, C. Zhang, S.-J Liang*, F. Miao*
Nature Electronics 6, 381 (2023)

24) “Lego-like reconfigurable AI chips”
S. -J Liang, F. Miao*
Nature Electronics 5, 327–328 (2022)

25) “Broadband convolutional processing using band-alignment-tunable heterostructures”

L. Pi, P. Wang, S.-J. Liang, P. Luo, H. Wang, D. Li, Z. Li, P. Chen, X. Zhou*, F. Miao*, T. Zhai*,

Nature Electronics 5, 248 (2022)

26) "Scalable massively parallel computing using continuous-time data representation in nanoscale crossbar array"
C. Wang, S.-J Liang, C.-Y. Wang, Z. Yang, Y. Ge, C. Chen, X. Shen, W. Wei, Y. Zhao, Z. Zhang, B. Cheng, C. Zhang, F. Miao*,
Nature Nanotechnology 16, 1079 (2021)

27) "Parallel perception of visual motion using light-tunable memory matrix"
X. Pan^#, J. Shi^#, P. Wang, S. Wang, C. Pan, W. Yu, B. Cheng, S.-J Liang*, F. Miao*
Science Advances 9, eadi4083 (2023)

28) "Cascadable in-memory computing based on symmetric writing and readout"
L. Wang^#, J. Xiong^#, B. Cheng*, Y. Dai, F. Wang, C. Pan, T. Cao, X. Liu, P. Wang, M. Chen, S. Yan, Z. Liu, J. Xiao, X. Xu, Z. Wang, Y. Shi, S. Cheong, H. Zhang, S.-J Liang*, F. Miao*
Science Advances 8, eabq6833 (2022)

29) “Gate-tunable van der Waals heterostructure for reconfigurable neural network vision sensor”

C. Wang^#, S. -J Liang^#, S. Wang, P. Wang, Z. Li, Z. Wang, A. Gao, C. Pan, C. Liu, J. Liu, H. Yang, X. Liu, W. Song, C. Wang, B. Cheng, X. Wang, K. Chen, Z. Wang, K. Watanabe, T. Taniguchi, J. Yang*, F. Miao*

Science Advances 6, eaba6173 (2020)

30) "Direct light-to-token conversion with integrated 2D photosensitive memory"

S. Wang^#, N. Yang^#, X.-J. Yangdong^#, J. Shi^#, X. Sun#, D. Wang, L. Yang, W. Yu, Y. Zhao, X. Xia, C. Li, H. Li, P. Wang, Y. Yang, C. Pan, Y. Chai, Y. Wan, L.-J. Li*, S.-J. Liang*, and F. Miao*

31) "Massively parallel in-sensor skinomorphic computing"
Y. Li^#, Y. Yang^#, C. Wang^#, Y. Dai^#, X. Yan, D. Kong, Z. Liao, S. Wang, G.-J. Ruan, P. Wang, B. Cheng, S.-J. Liang*, and F. Miao*
Nature Communications 17, 4971 (2026).

32) "In-sensor wireless computing for intelligent remote sensing"
Y. Wang^#, Y. Yang^#*, N. Yang, T. Jiao, W. Yu, Z. Li, W. Li, Q. Liu, C. Li, Z. Zeng, X.-J. Yangdong, G. Ruan, P. Wang, C. Pan, Y. Wan, L.-J. Li ,S.-J. Liang#, and F. Miao*
Nature Sensors 1, 425-435 (2026).

33) "Event-driven analog computing powers real-time intelligent haptic perception"
S.-J. Liang^#, and F. Miao*
Nature Sensors 1, 105-106 (2026).

34) "Communication-aware in-memory wireless neural networks"
Z. Yang^#, C. Wang^#*, Y. Zhao, G. Ruan, X.-J. Yangdong, Y. Yang, C. Pan, B. Cheng, S.-J. Liang*, and F. Miao*
Nature Electronics 9, 414-425 (2026).

35)"Precision-Sustained Analog In-Memory Computing using IGZO DRAM Array with xxx) Quasi-Nonvolatile and Continuously Tunable Weights"
C. Wang^#, X. Feng^#, Y. Shen^#, Z. Liao, S. Ding, Z. Li, X.-J. Yangdong, Y. Zhao, D. Kong, D.-C. Zhang, Y. Lv, M.-H. Xuan, X.-C. Chen*, S.-J. Liang*, and F. Miao*
IEEE IEDM 10.1109/IEDM50572.11353772 (2025).

36) "Ultrahigh-precision analog computing using memory-switching geometric ratio of transistors"
X.-J. Yangdong^#, C. Wang*^#, Y. Zhao^#, Z.-C. Wang, Z. Yang, Z. Liu, W. Yu, Z. Zeng, S. Wang, W. Wei, Y. Shen, D. Kong, S. Ding, X. Wang, C. Pan, S.-J. Liang*, and F. Miao*
Science Advances 11, eady4798 (2025).