学术论文

一、早期论文（2001—2009）20 篇

1. 崔光佐、程旭、佟冬、刘强. 面向处理器的系统级模拟、仿真及调试技术 —— 基于软硬件协同设计的新方法. 计算机研究与发展，2001 年第 03 期.
2. Liu, Q., et al. "Efficient Implementation of the RSA Crypto Processor in Deep Sub-micron Technology." ICISA ACNS2004, Jun. 2004.
3. Liu, Q.; Ma, F.; Tong, D.; Cheng, X. "A Regular Parallel RSA Processor." The 2004 47th IEEE International Midwest Symposium on Circuits and Systems (MWSCAS 2004), Jul. 2004.
4. Liu, Q., et al. "A New Systolic Architecture without Global Broadcast." The 7th International Conference on Signal Processing (IEEE ICSP 2004), Aug. 2004.
5. 刘强等. 高性能 RSA 密码处理器的设计与实现. 中国电子学会第十届青年学术年会，Sept. 2004.
6. 刘强等. 蒙哥马利模乘法算法到脉动阵列的规范映射方法. 计算机工程与应用，2004 年 40 卷 34 期.
7. Liu, Q., et al. "Public-key Cryptosystems on System-on-a-chip" (Oral Presentation). Croucher Foundation Advanced Study Institute (ASI) on Cryptography and Wireless Security, City University of Hong Kong, Dec. 2004.
8. Liu, Q., et al. "Architectural Exploration for High Performance Public-Key Cryptography Systems." The 2005 Asia and South Pacific Design Automation Conference (ASP-DAC 2005), Jan. 2005.
9. Liu, Q., et al. "Non-Interleaving Architecture for Hardware Implementation of Modular Multiplication." The 2005 IEEE International Symposium on Circuits and Systems (ISCAS 2005), May 2005.
10. 刘强等. 基于新型脉动阵列的 RSA 密码处理器. 北京大学学报：自然科学版，2005 年 41 卷 3 期.
11. 刘强等. 一款 RSA 模乘幂运算器的设计与实现. 电子学报，2005 年 33 卷 5 期.
12. Liu, Q., et al. "Design Features of a High Throughput RSA Cryptoprocessor." 北京大学学报：自然科学版，2005 年 41 卷 5 期.
13. Liu, Q., et al. "Architectural exploration of high performance Montgomery modular multipliers." The 48th IEEE International Midwest Symposium on Circuits and Systems (MWSCAS 2005), Aug 2005.
14. 刘强等. 部分并行的蒙哥马利模乘法器实现研究. 电子学报，2006 年 34 卷 8 期.
15. Liu, Q., et al. "Digital Media Indexing on the Cell Processor." The 2007 IEEE International Conference on Multimedia and Expo (ICME 2007), Jul 2007.
16. Varbanescu, A.L.; Sips, H.; Ross, K.A.; Liu, Q.; Natsev, A.; Smith, J.R.; Liu, L. Running Applications on Cell BE — a Performance Study. CPC 2007, July 2007.
17. Varbanescu, A.L.; Sips, H.; Ross, K.A.; Liu, Q.; Liu, L.; Natsev, A.; Smith, J.R. An Effective Strategy for Porting C++ Applications on Cell. 2007 International Conference on Parallel Processing (ICPP 2007), 10–14 September 2007.
18. Liu, Q., et al. "An MPEG4 Simple Profile Decoder on a Novel Multicore Architecture." 2008 International Congress on Image and Signal Processing (CISP 2008), May 2008.
19. Liu, Q., et al. "Color Spatial Feature Extraction for Image Indexing — A Case Study on the Cell B. E. Processor." 2008 International Congress on Image and Signal Processing (CISP 2008), May 2008.
20. Varbanescu, A.L.; Sips, H.; Ross, K.A.; Liu, Q.; Natsev, A.; Smith, J.R.; Liu, L. Evaluating application mapping scenarios on the Cell/B.E. Concurrency and Computation: Practice and Experience, 21, 2009: 85–100.

二、2021—202210 篇

21. Hu, Q.; Liu, N.*; Wang, J.; Wu, Z.; Zhang, X.; Liu, Q.; Zhao, Y.; Xu, F. An overlapping sequence tagging mechanism for symptoms and details extraction on Chinese medical records. Computers & Electrical Engineering, 91, 2021: 107019.
22. Guo, Q.*; Liu, Q.*; Zhao, Y. Insights into the Structure and Dynamics of Imidazolium Ionic Liquid and Tetraethylene Glycol Dimethyl Ether Cosolvent Mixtures: A Molecular Dynamics Approach. Nanomaterials, 11(10), 2021: 2512.
23. He, J.; Liu, S.*; Zhao, Y.; Liu, Q.; Dou, Y. Discussion on Conceptual Form of The Third Generation Camera Robot System. 2021 International Conference on Culture-oriented Science & Technology (ICCST).
24. Zhao, Y.; Zhou, H.; Lu, S.; Liu, Y.; An, X.*; Liu, Q. Human activity recognition based on non-contact radar data and improved PCA method. Applied Sciences, 12(14), 2022: 7124.
25. An, X.; Liu, Y.; Zhao, Y.; Lu, S.; Stylios, G.K.*; Liu, Q. Adaptive Motion Artifact Reduction in Wearable ECG Measurements Using Impedance Pneumography Signal. Sensors, 22(15), 2022: 5493.
26. He, J.*; Zhang, M.; Xu, F.; Liu, Q.; Li, H. A Model Conversion Algorithm from URDF to DH for Camera Robot. 2022 International Conference on Culture-Oriented Science and Technology (CoST).
27. Wei, Z.; Liu, W.; Yu, W.; Liu, X.; Yan, R.; Liu, Q.; Guo, Q.* Multiple Parallel Fusion Network for Predicting Protein Subcellular Localization from Stimulated Raman Scattering (SRS) Microscopy Images in Living Cells. International Journal of Molecular Sciences, 23(18), 2022: 10827.
28. Wei, Z.; Liu, X.; Yan, R.; Sun, G.; Yu, W.; Liu, Q.; Guo, Q.* Pixel-level multimodal fusion deep networks for predicting subcellular organelle localization from label-free live-cell imaging. Frontiers in Genetics, 13, 2022: 1002327.
29. Yan, R.; Zhang, F.; Huang, M.; Liu, W.; Hu, D.; Li, J.; Liu, Q.; Jiang, J.*; Guo, Q.*; Zheng, L. CAINNFlow: Convolutional block Attention modules and Invertible Neural Networks Flow for anomaly detection and localization tasks. arXiv preprint arXiv:2206.01992, 2022. DOI: 10.48550/arxiv.2206.01992
30. Zhang, P.†; Zheng, L.†; Yan, R.†; Li, C.†; Hu, R.; Zhou, S.; Jiang, J.; Zhao, L.; Guo, Q.; Liu, Q. Multiclass Product Classification Based On Multilingual Model and LightGBM (Team: Uni). KDD Cup 2022 Workshop: ESCI Challenge for Improving Product Search, Washington, DC, USA, 17 Aug 2022. 全文: amazonkddcup.github.io/papers/1470.pdf

三、202311 篇

31. Yu, W.; Sun, G.; Guo, Q.*; Liu, Q. Global output feedback control for large-scale time-delay systems with inherent nonlinearities and measurement uncertainty. International Journal of Robust and Nonlinear Control, 33(6), 2023: 3874–3888.
32. Wang, D.; Zhu, H.*; Micheal, M.; Tang, X.; Li, Q.; Yi, X.; Sun, D.; Yu, B.; Liu, Q. Coupled heat-fluid-solid numerical study on heat extraction potential of hot dry rocks based on discrete fracture network model. Energy Geoscience, 2023: 100159.
33. Hu, L.; Wang, Y.; Jiang, Y.; Yan, Y.; Yang, L.; Pan, Y.; Zhang, X.; Yang, L.; Liu, Q.; Wang, Q.* N-ion-implanted ZnO microtubes for highly-efficient UV detection. Optical Materials, 2023, 138: 113683.
34. Xu, Y.; Xu, F.*; Liu, Q.; Chen, J. Improved First-Order Motion Model of Image Animation with Enhanced Dense Motion and Repair Ability. Applied Sciences, 13(7), 2023: 4137.
35. Yu, Y.; Song, G.; Zhao, Y.; Liang, J.*; Liu, Q. Prediction of Vestibular Schwannoma Surgical Outcome Using Deep Neural Network. World Neurosurgery, 176, 2023: e60–e67. DOI: 10.1016/j.wneu.2023.03.090
36. Zhou, H.; Zhao, Y.; Liu, Y.; Lu, S.; An, X.*; Liu, Q. Multi-Sensor Data Fusion and CNN-LSTM Model for Human Activity Recognition System. Sensors, 23(10), 2023: 4750.
37. Yu, W.; Deng, Z.*; Guo, Q.; Liu, Q. Bisimulations for delayed switched Boolean control networks and its application in controllability. IET Control Theory & Applications, 2023. DOI: 10.1049/cth2.12491
38. Zhao, Y.; Liu, Y.; Zhou, H.; Wei, Y.; Yu, Y.; Lu, S.; An, X.*; Liu, Q. Intelligent Gateway Based Human Cardiopulmonary Health Monitoring System. Journal of Sensors, 2023.
39. 刘新锐、滕达*、卢思超、郭前进、刘强. 基于深度学习的点云语义分割研究综述. 北京石油化工学院学报，2023, 31(02): 54–61.
40. Huang, Y.; Zhang, J.; An, L.; Yang, Y.; Wu, Y.; Liu, R.; Jin, Y.; Liu, Q.; Shi, Q.*; Liang, Y.* Synergetic effect of MXene/MoS₂ heterostructure and gradient multilayer for highly sensitive flexible piezoelectric sensor. Polymer, 286, 2023: 126399. DOI: 10.1016/j.polymer.2023.126399
41. Wang, M.; Wang, W.*; Xu, F.; Liu, Q. A Non-contact Interaction Method for 3D Display Devices. Communications in Computer and Information Science, 1784, 2023: 276–284. DOI: 10.1007/978-981-99-1354-1_24

四、202426 篇

42. Yu, W.; Gao, K.; Zhou, H.*; Liu, Q. "Global output feedback control of feedforward nonlinear time-delay systems with unknown growth rate and unknown measurement sensitivity." Control Theory and Technology, 22(1), 2024: 122–134.
43. Yu, Y.*; Wang, X.; Yang, Q.; Liu, Q. "Probability Conditional Guidance Fundus Image Enhancement." 2023 5th International Conference on Artificial Intelligence and Computer Applications (ICAICA), pp. 317–321. IEEE, 2023.
44. Luo, Y.; Cui, X.; Liu, Q. （口头报告题目待核） Association for Information Science and Technology Asia Chapter Annual Regional Meeting 2023 (ASIS&T Asia Chapter 2023), Peking University.
45. He, C.; Wei, Y.; Wei, Y.; Liu, Q.; An, X.* Dynamic Electrocardiogram Signal Quality Assessment Method Based on Convolutional Neural Network and Long Short-Term Memory Network. Big Data and Cognitive Computing, 8(6), 2024: 57. DOI: 10.3390/bdcc8060057
46. Cui, X.; Zhu, Z.; Liu, L.; Zhou, Q.; Liu, Q.* Anomaly detection in consumer review analytics for idea generation in product innovation: Comparing machine learning and deep learning techniques. Technovation, 134, 2024: 103028. DOI: 10.1016/j.technovation.2024.103028
47. 戚栋铭、杨强*、刘强. 基于近红外光谱的无创血糖检测系统研究综述[J]. 北京石油化工学院学报，2024, 32(02): 5–10+59.
48. Xia, Y.; Ou, Z.; Tan, L.; Liu, Q.; Cui, Y.*; Teng, D.*; Zhao, D.* "Cervical-YOSA: Utilizing prompt engineering and pre-trained large-scale models for automated segmentation of multi-sequence MRI images in cervical cancer." IET Image Processing, 18(12), 16 Oct 2024: 3556–3569. DOI: 10.1049/ipr2.13194
49. Luo, Y.*; Cui, X.; Liu, Q.; Zhou, Q.; Zhang, Y. "Identifying exaggeration in ESG reports using machine learning techniques." Data and Information Management, 9(2), 2025: 100084. DOI: 10.1016/j.dim.2024.100084
50. Lin, Q.; Shi, Q.*; Fu, J.; Zhang, W.*; Liu, Q.; Wu, Y. "A flexible wearable sensor based on improving the piezoelectric layer performance of sandwich structures with micro-/mesopores for communication with the deaf-mute." Journal of Alloys and Compounds, 1010, 2024: 177646. DOI: 10.1016/j.jallcom.2024.177646.
51. Zong, Z.; Zhang, Z.; Cao, Q.; Wang, X.; Chen, Y.; Liu, Q.; Yu, X.; Yu, Y.*#; Yang, Q.*# "Automatic segmentation of choroid layer based on improved U-Net model." 2024 IEEE Belt and Road Congress on AI for Sustainable Development.
52. 吕昊乾、杜雨卿、刘强、杨强、于延锁. Attention U²Net：一种基于深度学习方法的眼结膜血管识别模型. 第二届光学工程前沿交叉科学大会，2024 年 5 月.
53. 杜雨卿、吕昊乾、刘强、杨强、于延锁. 基于 Deeplabv3plus 的实时瞳孔与虹膜识别图像分割方法. 第二届光学工程前沿交叉科学大会，2024 年 5 月.
54. Gao, J.; Yang, Q.*; Zong, Z.; Liu, Q. "An Enhanced UNet-based Framework for Robust Depth Completion of Transparent Objects from Single RGB-D Images." 2024 7th International Conference on Computer Information Science and Application Technology (CISAT), pp. 458–462. IEEE, 2024.
55. Zhao, J.; Guo, Y.; Ye, L.; Yuan, P.; Peng, D.; Zhang, X.; Li, J.; Wang, W.*; Liu, Q. 3D-UGCN: A Unified Graph Convolutional Network for Robust 3D Human Pose Estimation from Monocular RGB Images. 2024 8th Asian Conference on Artificial Intelligence Technology (ACAIT). DOI: 10.1109/ACAIT63902.2024.11022071
56. Luo, Y.*; Yang, T.; Li, Q.; Liu, Q.*; Cui, X. Unmasking ESG Exaggerations Using Generative Artificial Intelligence. The 24th International Conference on Electronic Business (ICEB 2024), Volume 23, pp. 684–689.
57. Yang, T.*; Luo, Y.; Cui, X.; Liu, Q.* When Machine Meets Mind: A Two-staged Literature Review on AI Applications in Mental Health. The 24th International Conference on Electronic Business (ICEB 2024), Zhuhai, China, 24–28 Oct 2024.
58. Yin, C.†; Wang, X.†; Cao, Q.; Liu, Q.; Yang, Q.* Conditional generative model for super-resolution of low-quality color fundus photographs. 2024 5th International Conference on Computers and Artificial Intelligence Technology (CAIT).
59. Lv, H.; Du, Y.; Yang, M.; Qi, Y.; Chen, Y.; Liu, Q.†; Yang, Q.†* CVNet: segmentation-assisted laser diagnosis of conjunctiva vessels based on deep learning. Applied Optics, 64(19), 2025: 5584–5592. DOI: 10.1364/AO.553741
60. Qi, Y.; Zhen, B.; Wang, J.; Zhao, S.; Yu, Y.*; Liu, Q. Deep Learning for Joint Scleral and Scleral Vessel Segmentation: A Comparative Study. Medinformatics, 2026, 3(1): 10–21. DOI: 10.47852/bonviewMEDIN52025662
61. Liu, Z.; Fang, G.; Wang, W.*; Liu, Q. Multimodal Sign Language Knowledge Graph and Representation: Text, Video KeyFrames and Motion Trajectories. Proceedings of the 6th ACM International Conference on Multimedia in Asia (MMAsia 2024), 47, 2024: 1–7. DOI: 10.1145/3696409.3700208
62. Yu, Y.*; Xu, Y.; Wang, X.; Gong, D.; Liu, Q.; Chen, Y. Enhancing Post-Cataract Visual Acuity Prediction Using Machine Learning and Critical Preoperative Factors. 2023 5th International Conference on Artificial Intelligence and Computer Applications (ICAICA), pp. 340–345. IEEE, 2023. DOI: 10.1109/ICAICA58456.2023.10405580
63. Wang, A.; Wu, Y.; Ji, X.; Wang, X.; Hu, J.; Zhang, F.; Zhang, Z.; Pu, D.; Tang, L.; Ma, S.; Liu, Q.; Dong, J.; He, K.; Li, K.; Teng, D.; Li, T.* Assessing and Optimizing Large Language Models on Spondyloarthritis Multi-Choice Question Answering: Protocol for Enhancement and Assessment. JMIR Research Protocols, 13, 2024: e57001. DOI: 10.2196/57001
64. He, J.; Huang, J.; Zhang, W.; Xu, F.*; Liu, Q.; Li, H. PAM: Research on posture alignment method for camera robot system. International Journal of Advanced Robotic Systems, 21(5), 2024: 1–12. DOI: 10.1177/17298806241278908
65. Yu, Y.*; Zhang, M.; Xie, Z.; Liu, Q. Enhancing bowel sound recognition with self-attention and self-supervised pre-training. PLoS ONE, 19(12), 2024: e0311503. DOI: 10.1371/journal.pone.0311503
66. 张娜*、刘强、余卫勇、于延锁、安翔. 《新工科背景下机器学习课程教学创新实践》[J]. 现代教育论坛，2024（4）
67. An, X.; Shi, S.; Wang, Q.; Yu, Y.*; Liu, Q. Research on a Lightweight Arrhythmia Classification Model Based on Knowledge Distillation for Wearable Single-Lead ECG Monitoring Systems. Sensors, 24(24), 2024: 7896. DOI: 10.3390/s24247896

五、202515 篇

68. Yu, W.; Zhou, H.*; Zhang, F.; Liu, Q. Adaptive event-triggered control for uncertain nonlinear systems with unknown measurement sensitivity via output feedback. Nonlinear Dynamics, 113(8), 2025: 8513–8531. DOI: 10.1007/s11071-024-10547-5
69. 卢思超、安翔*、于延锁、赵邑新、刘强. 人工智能在肉羊养殖中的应用研究进展. 家畜生态学报，2025, 46(4): 123–128.
70. Liu, C.; Zong, Z.; Zhang, Z.; Wang, X.; Yang, Q.; Liu, Q.; Chen, Y.* An Choroidal Segmentation Network Based on Attention Mechanisms and Self-Calibrated Convolutions. 2025 5th International Conference on Advances in Electrical, Electronics and Computing Technology (EECT), 2025: 1–5. DOI: 10.1109/EECT64505.2025.10966990
71. Yu, W.; Chen, Q.; Zhou, H.*; An, X.; Liu, Q. Output feedback control of nonlinear time-delay systems with multiple uncertainties via an event-triggered strategy. Control Theory and Technology, 23(2), 2025: 321–340. DOI: 10.1007/s11768-025-00250-0
72. Yu, W.; Xie, S.; Shi, C.; Zhou, H.*; Deng, Z.; Liu, Q. Adaptive Event-Triggered Output Feedback Control for Uncertain Nonlinear Time-Delay Systems. International Journal of Adaptive Control and Signal Processing, 39(8), 2025: 1663–1681. DOI: 10.1002/acs.4018
73. Ji, X.; Wang, M.; Wang, W.*; Liu, Q. Enhancing small object detection for HCI: BRA-YOLO algorithm with RealSense 3D trajectory tracking. Franklin Open, 12, 2025: 100325. DOI: 10.1016/j.fraope.2025.100325
74. 张娜*、刘强、刘学君、余卫勇. 《制药类专业人工智能通识课课程实践教学创新与探索——以北京石油化工学院〈人工智能导论〉为例》[J]. 发展教育学，2025, 6(3)
75. 张娜*、刘强、滕达. 《"产出导向、学用一体"理念下《人工智能导论》课程三维教学改革研究》[J]. 教育教学研究，2025, 7(8)
76. Yang, M.; Liu, M.; Wang, X.; Lv, H.; Du, Y.; Qi, Y.; Wang, Z.; Yang, Q.*; Liu, Q.* Noninvasive Blood Glucose Monitoring via Vein Visualization-Guided Confocal Raman Spectroscopy and Heterogeneous Ensemble Learning. ACS Photonics, 12(11), 2025: 6211–6225. DOI: 10.1021/acsphotonics.5c01694
77. 白君华、巩迪、陈宜、于延锁、刘强、杨强*. 眼底荧光造影无灌注区智能分割. 生物医学工程学进展, 2025, 46(1): 9–16.
78. Wang, X.; Gong, D.; Chen, Y.; Zong, Z.; Li, M.; Fan, K.; Jia, L.; Cao, Q.; Liu, Q.; Yang, Q.* "Hybrid CNN-Mamba model for multi-scale fundus image enhancement." Biomedical Optics Express, 16(3), 2025: 1104–1117. DOI: 10.1364/BOE.542471
79. Wang, X.; Liu, C.; Mu, R.; Chen, Y.; Gong, D.; Yang, Q.*; Liu, Q.* Translation of Fundus Image to Fundus Fluorescein Angiography Boosted by Structure Self-Supervised Representation Cycle Learning. Current Medical Imaging, 21, 2025: e15734056374967. DOI: 10.2174/0115734056374967250704090646.
80. Li, S.; He, S.*; Yang, Q.; Liu, Q.; Dai, C.; Liu, J.; Wang, Y.; Sun, R. The influence of color on depth perception in static and motion three-dimensional conditions. Applied Optics and Photonics China 2025 (AOPC 2025): Optical Sensing, Imaging, Communications, Display, and Biomedical Optics, Proc. SPIE 13958, 1395824, 2025. DOI: 10.1117/12.3078572
81. Wang, X.; Cai, M.; Mu, R.; Liu, C.; Han, Y.; Xie, Z.; Li, D.; An, X.; Li, J.; Niu, C.; Yang, Q.*; Liu, Q.* Photoacoustic Microscopy Imaging and Region-Specific Segmentation of Ileocecal Malignant Tumor and Mixed Hemorrhoid Tissue Sections. Journal of Biophotonics, 2025: e202500169. DOI: 10.1002/jbio.202500169
82. Zhen, B.; Qi, Y.; Tang, Z.; Liu, C.; Zhao, S.; Yu, Y.*; Liu, Q. Low-Rank Fine-Tuning Meets Cross-modal Analysis: A Robust Framework for Age-Related Macular Degeneration Categorization. Journal of Imaging Informatics in Medicine, 39, 2025: 714–731. DOI: 10.1007/s10278-025-01513-7

六、202615 篇

83. Yu, W.; Tang, L.; Zhou, H.*; Zhang, L.; Liu, Q. Output-feedback control for large-scale uncertain systems with unknown delays and nonlinearly growing interconnections. Asian Journal of Control, 28(2), 2026: 1056–1071. DOI: 10.1002/asjc.3707
84. Liu, Z.; Yong, Q.; Han, Y.; Chen, L.; Lu, Y.; Mu, R.; Yang, M.; Zhang, H.; Yang, S.; Yang, Q.*; Liu, Q.* YOLO-AF: An Improved Lightweight Architecture for Real-Time Cell Detection in Imaging Flow Cytometry. International Journal of Pattern Recognition and Artificial Intelligence, 40(10), 2026: 2657006. DOI: 10.1142/S0218001426570065
85. Liu, Q.†; Li, S.†; Yang, Q.; Dai, C.; He, S.*; Shigemasu, H. Influence of Multi-Cue Interaction on Human Depth Perception in Three-Dimensional Space. Sensors, 26(2), 2026: 413. DOI: 10.3390/s26020413
86. Wang, W.*; Li, J.; Liu, Q.* EA-GCN: Efficient Additive 3D Graph Attention Networks for Skeleton-Based Action Recognition. Proceedings of the 20th International Conference on Virtual Reality Continuum and its Applications in Industry (VRCAI 2025). New York: ACM, 2025: 1–11. DOI: 10.1145/3779232.3779268
87. Li, S.; He, S.; Yang, Q.; Liu, Q.; Dai, C.; Wu, Z.; Liu, J.; Wang, Y.; Shigemasu, H. Influence of color and motion parallax cues on depth perception based on psychophysical and machine learning methods. Under review.
88. Yu, Y.†*; Qi, Y.†; Zhao, S.; Qi, H.; Li, W.; Zhang, H.; Teng, D.; Liu, Q.* Segmentation and Multimodal Fusion in Ocular Biometric Recognition: A Review. Medinformatics, 2026. DOI: 10.47852/bonviewMEDIN62029908
89. Han, Y.; Yong, Q.; Liu, Z.; Mu, R.; Yang, M.; Lv, H.; Du, Y.; Qi, Y.; Zhang, H.; Yang, S.; Yang, Q.*; Liu, Q.* Acquisition-adaptive high-throughput minute target detection framework for label-free imaging flow cytometry. Optical Review, 2026. DOI: 10.1007/s10043-026-01054-6
90. Mu, R.; Guo, S.; Xie, Z.; Li, D.; An, X.; Li, J.; Han, Y.; Liu, Z.; Niu, C.; Yang, Q.*; Liu, Q.* Optical-Resolution Photoacoustic Microscopy–Based Virtual Staining: A Wavelet-Enhanced Contrastive Translation Approach With Structure Preservation. Journal of Biophotonics, 19, 2026: e70308. DOI: 10.1002/jbio.70308
91. Liu, Q.*; Yang, M.; Wang, Z.; Wang, S.; Liu, W.; An, X.; Lu, S.; Yang, Q.*; Liu, M.*; Wu, Z.*; Huang, D. Wearable Physiological Sensing for Glycemic Assessment: Task Taxonomy, Data and Reproducibility, Quality and Uncertainty, and Open Problems. Preprints.org, 202608.0815.v1, 2026. DOI: 10.20944/preprints202608.0815.v1
92. Yang, M.; Wang, Z.; Wang, S.; Liu, M.; Peng, H.; Wang, Y.; Liu, Z.; Han, Y.; Lv, H.; Yang, Q.*; Liu, Q.* Vein visualization-guided confocal Raman spectroscopy for intelligent noninvasive blood glucose monitoring. 2026 International Conference on Smart Health and Intelligent Medicine: Innovation and Development, Changji, Xinjiang, China, 7–9 Aug 2026.
93. Wang, Z.†; Wang, S.†; Yang, M.; Sun, Z.; Yang, Q.; Guo, D.*; Liu, Q.* A feature-dimension-adaptive physics-informed neural network for cross-operational state of health prediction of lithium-ion batteries. Journal of Energy Storage.
94. Liu, Q.*; Yang, M.; Wang, Z.; Wang, S.; Liu, W.; An, X.; Lu, S.; Yang, Q.*; Liu, M.*; Wu, Z.*; Huang, D. A Visually Continuous Multi-Vendor Glucose Curve Is Not a Medical Record: A Stack-Wise Evaluation Framework for Sensing, Interoperability, Forecasting and AI Briefing in Digital Glucose Care. Preprints.org, 202608.1091.v1, 2026. DOI: 10.20944/preprints202608.1091.v1
95. Liu, Q.*; Sun, Z.; Peng, H.; An, X.; Lu, S.; Li, B.; Yang, Q. PiCar Mini 2WD: A Strap-Safe, Open MicroPython Lab Stack for Low-Cost 2WD Robotics Education. Preprints.org, 202608.1857.v1, 2026. DOI: 10.20944/preprints202608.1857.v1
96. Wang, Y.; Wang, Y.; Ouyang, Z.; Meng, Y.; Yang, M.; Yu, X.; Song, Y.; Liu, Q.*; Yang, Q. Continuous Emotion Dynamics in Heterogeneous Speech: A Neural Controlled Differential Equation Approach with Dual-Stream Fusion. The 21st National Conference on Man-Machine Speech Communication (NCMMSC 2026), Zhuhai, China, 5–8 Nov 2026.
97. Wang, Y.; Wang, Y.; Meng, Y.; Ouyang, Z.; Yang, M.; Yu, X.; Song, Y.; Yang, Q.*; Liu, Q.* Advances and Trends in Speech Emotion Recognition Research: A Review. 2026 Asian Conference on Artificial Intelligence Technology (ACAIT 2026), Chongqing, China, 30 Oct–1 Nov 2026.

统计概要