论文

[1] 孙波. 人工智能与未来教育国际前沿研究[J], 中国教育信息化. 2022,28(01)，pp:3

[2] 孙波. 可解释的人工智能：打开未来智能教育“黑箱”的钥匙[J], 中国教育信息化. 2022,28(01)，pp:3-4

[3] 德拉甘·加塞维奇，吴志超，卢思旭，孙波，何珺*. 人工智能与面向未来的学习分析[J], 中国教育信息化. 2022,28(03)，pp:5-12

[4] 杰勒米·诺克斯，崔新，金俞，孙波*. 大数据、人工智能与未来学习[J], 中国教育信息化. 2022,28(02)，pp:5-12

[5] Sun, Bo; Cao, Siming; Li, Dongliang; He, Jun*; Yu, Lejun, “Dynamic Micro-Expression Recognition Using Knowledge Distillation” IEEE Transactions on Affective Computing, Volume: 13, Issue: 2, APRIL-JUNE 2022, pp: 1037-1043, DOI: 10.1109/TAFFC.2020.2986962

[6] He J, Peng L, Zhang Y, Sun Bo*. “Machine Reading Comprehension with Rich Knowledge”[J]. International Journal of Pattern Recognition and Artificial Intelligence, Vol.36.No.05, 2022.4: 2251004.( DOI: 10.1142/S0218001422510041) (JCR Q4)

[7] Peng Li and Bo Sun*. “Integration of Multi-Omics Data to Identify Cancer Biomarkers”. Journal of Information Technology Research (JITR), Volume 15:6 Issues, 2022(1) DOI:10.4018/JITR.2022010105（EI）

[8] Sun, B (Sun, Bo), Wu, Y (Wu, Yong), Zhao, KJ (Zhao, Kaijie), He, J (He, Jun)*, Yu, LJ (Yu, Lejun), Yan, HQ (Yan, Huanqing), Luo, AO (Luo, Ao), “Student Class Behavior Dataset: a video dataset for recognizing, detecting, and captioning students' behaviors in classroom scenes”[J], Neural Computing & Applications, DOI: 10.1007/s00521-020-05587-y, Jul 2021 (SCI, WOS: 000613049600001) (JCR Q1; IF 5.606)

[9] Wang, WD, Wang, ZY, Zhang, YH, Sun, B*, Xia, K, “Learning Order Parameters from Videos of Skyrmion Dynamical Phases with Neural Networks”, Physical Review Applied, No.1 Vol.16, JUL 2 2021(JCR Q1; IF 4.985)

[10] Sun, B (Sun, Bo), Wu, Y (Wu, Yong), et al. “Cross-language multimodal scene semantic guidance and leap sampling for video captioning”, Visual Computer (Accepted) (JCR Q2)

[11] He, Jun, Yu, XiaoCcui, Sun, Bo*, Yu, LeJun, “Facial expression and action unit recognition augmented by their dependencies on graph convolutional networks”[J], Journal on Multimodal User Interfaces, DOI: 10.1007/s12193-020-00363-7, Jan 2021(SCI, WOS: 000611966900001) (Early Access) (JCR Q3)

[12] Bo Sun, Zeng Yao, Yinghui Zhang, Lejun Yu*, Local relation network with multilevel attention for visual question answering, Journal of Visual Communication and Image Representation, Volume 73, November 2020, 102762(SCI, WOS:000626721200001)

[13] Jun H, Yijia Z, Bo S*, et al. “Feedback evaluations to promote image captioning” [J]. IET Image Processing, v14n13, DOI: 10.1049/iet-ipr.2019.1317, pp:3021-3027(SCI, WOS: 000595800300008) November 2020

[14] Sun, Bo; Xu, Chang; He, Jun*; Yu, Lejun; Zhang, Yinghui. “Cleanliness prediction of rusty iron in laser cleaning using convolutional neural networks”，APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING, v126 n3, DOI: 10.1007/s00339-020-3363-5, FEB 11 2020 (SCI, WOS: 000514606500006)

[15] Qihua Xua; Sun, Bo*. "Emotion Recognition Model Based on the Dempster-Shafer Evidence Theory", Journal of Electronic Imaging, V29 N 2, DOI: 10.1117/1.JEI.29.2.023018, MAR 2020 (SCI, WOS: 000531056800018)

[16] Song Lai, Bo Sun*, Fati Wu, Rong Xiao, “Automatic personality identification using students' online learning behavior”, IEEE Transactions on Learning Technologies, Volume:13, Issue:1,Jan.-March 1 2020，pp. 26-37, DOI:https://doi.org/10.1109/tlt.2019.2924223 (SCI, WOS:000522219600003)

[17] Zhang, YingHui; Zhao, YiJia; Sun, Bo*; He, Jun. “Visualizing the prediction of laser cleaning: a dynamic preview method with multi-scale conditional generative adversarial network”, APPLIED OPTICS, v 58, n 31, 8344-8353, DOI: 10.1364/AO.58.008344, NOV 1 2019（SCI, WOS: 000493962000001）

[18] Jun He, Dongliang Li, Sun Bo* and Lejun Yu. Facial Action Unit Detection with Multilayer Fused MultiTask and Multi-Label Deep Learning Network, KSII Transactions on Internet and Information Systems, v13n11, pp:5546-5559, NOV 30 2019 (WOS: 000500282900015)

[19] Qinglan Wei, Elif Bozkurt, Louis-Philippe Morency, Bo Sun(*). Spontaneous smile intensity estimation by fusing Saliency Maps and CNNs, Journal of Electronic Imaging, v28, n2, DOI: 10.1117/1.JEI.28.2.023031, MAR 2019(WOS:000473731200045)

[20] Y. Zhang, B. Sun(*), Y. Xiao et al.. Feature augmentation for imbalanced classification with conditional mixture WGANs, Signal Processing: Image Communication (2019), https://doi.org/10.1016/j.image.2019.03.010 (WOS:000471363200009)(WOS JCR-Q2)

[21] Bo Sun, Yinghui Zhang, Jun He(*), Yongkang Xiao, Rong Xiao. An automatic diagnostic network using skew-robust adversarial discriminative domain adaptation to evaluate the severity of depression, Computer Methods and Programs in Biomedicine(2019)，https://doi.org/10.1016/j.cmpb.2019.01.006 (WOS:000466148700018)(WOS JCR-Q1/ Q2)

[22] Bo Sun, Meng G, Cao S, et al.. Dual-level attention-aware network for temporal emotion segmentation[J], Journal of Electronic Imaging, 2018, 27(3):1 (WOS:000437982900012)

[23] Bo Sun, Yunzong Zhu, Yongkang Xiao, Rong Xiao and Yungang Wei. Automatic Question Tagging with Deep Neural Networks[J], IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES, PP(99):1-1· Feb 2018

[24] Bo Sun, Wei Q, He J , et al. BNU-LSVED 2.0: Spontaneous multimodal student affect database with multi-dimensional labels[J], Signal Processing: Image Communication, 2017:S0923596517301510  (WOS JCR-Q2)

[25] Sun B, Cao S, He J(*), et al. Affect recognition from facial movements and body gestures by hierarchical deep spatio-temporal features and fusion strategy.[J], Neural Networks, 2017, 105:S0893608017302848 (WOS JCR-Q1，TOP)

[26] Bo Sun;Siming Cao; Jun He(*); Lejun Yu; Liandong Li, Automatic temporal segment detection via bilateral long short-term memory recurrent neural networks[J], J. Electron. Imaging. 26(2), 020501 (Mar, 2017).doi:10.1117/1.JEI.26.2.020501.

[27] Bo Sun, Liandong Li, Guoyan Zhou, Jun He(*), Facial expression recognition in the wild based on multimodal texture features [J], J. Electron. Imaging. 25(6), 061407 (2016), doi: 10.1117/ 1.JEI.25.6.061407(WOS:000397059200008)

[28] Bo Sun, Qihua Xu, Jun He(*), Zhen Liu, Ying Wang, Fengxiang Ge, Damage assessment framework for landslide disaster based on very high-resolution images[J], J. Appl. Remote Sens. 10(2), 025027 (2016), doi: 10.1117/1.JRS.10.025027

[29] Bo Sun, Liandong Li, Xuewen Wu, Tian Zuo, Ying Chen, Guoyan Zhou. Combining Feature-Level and Decision-Level Fusion in a Hierarchical Classifier for Emotion Recognition in the Wild, Journal on Multimodal User Interfaces. Volume 10, Issue 2, p 125-137, June 1, 2016; DOI: 10.1007/s12193-015-0203-6

[30] Bo Sun, Feng Xu, Guoyan Zhou, Jun He(*). Weighted Joint Dynamic Sparse Representation based Classification Method for Robust Alignment-free Face Recognition, J. Electron. Imaging. Jan.2015

[31] Sun Bo, Xu Feng, He Jun(*),Wu Xuewen. A Clustering-Weighted SIFT-Based Classification Method via Sparse Representation, J. Electron. Imaging. Jul.2014

专著

[1] 《计算机网络协议与服务的研究》，朱小明；孙波，书号：，北京理工大学出版社，2019年10月；

[2] 《3D虚拟世界设计与制作》，副主编，书号：978-7-121-25690-5，电子工业出版社，2015年；

会议

[1] B. Sun, H. Li, R. Zhong, et al., "Adversarial Training Leaded Robust MRC Method", 2021 The 6th International Symposium on Emerging Technologies for Education, 2021

[2] R. Zheng, R. Xiao, Y. Xiao, et al., "Deep Knowledge Tracking based on Exercise Semantic Information", 2021 The 6th International Symposium on Emerging Technologies for Education, 2021

[3] B. Sun, S. Lu, Y. Wen, J. He and L. Yu, "Analyses and Benchmark of a Spontaneous Student Affect Database," 2021 23rd IEEE International Symposium on Multimedia (IEEE ISM)

[4] J. He, L. Peng, B. Sun, L. Yu and M. Guo, "Dual Multi-Task Network with Bridge-Temporal-Attention for Student Emotion Recognition via Classroom Video", 2021 International Joint Conference on Neural Networks (IJCNN), 2021, pp. 1-8, doi: 10.1109/IJCNN52387.2021.9533471. (CCF C)

[5] Y. Zhang, C. Liu, B. Sun, J. He and L. Yu, "NIR-VIS Heterogeneous Face Synthesis via Enhanced Asymmetric CycleGAN", 2021 International Joint Conference on Neural Networks (IJCNN), 2021, pp. 1-8, doi: 10.1109/IJCNN52387.2021.9533625. (CCF C)

[6] B. Sun, Y. Wu, Z. Hao, H. Yan and J. He, "Student Break Behavior Recognition Dataset", 2021 6th International Conference on Image, Vision and Computing (ICIVC), 2021, pp. 72-75, doi: 10.1109/ICIVC52351.2021.9527012.

[7] He, J., Yu, X., Sun, B., & Xiao, Y.. “Facial action units recognition by de-expression residue learning”. Proceedings of SPIE - The International Society for Optical Engineering, v 11187, 2019, Optoelectronic Imaging and Multimedia Technology VI; ISSN: 0277786X, E-ISSN: 1996756X; ISBN-13: 9781510630918; DOI: 10.1117/12.2539053

[8] He, J., Yan, H., Xiao, Y., Sun, B., Yu, L., & Zhao, K. “Improvement of semi-supervised learning in real application scenarios”. Proceedings of SPIE - The International Society for Optical Engineering, v 11187, 2019, Optoelectronic Imaging and Multimedia Technology VI;  ISSN: 0277786X,  E-ISSN: 1996756X;  ISBN-13: 9781510630918;  DOI: 10.1117/12.2539055; October 21, 2019 - October 23, 2019, Hangzhou China

[9] Sun, B., Zhao, K., Xiao, Y., He, J., Yu, L., Wu, Y., & Yan, H. “BNU-LCSAD: A video database for classroom student action recognition”. Proceedings of SPIE - The International Society for Optical Engineering, v 11187, 2019, Optoelectronic Imaging and Multimedia Technology VI; ISSN: 0277786X, E-ISSN: 1996756X; ISBN-13: 9781510630918; DOI: 10.1117/12.2539052; October 21, 2019 - October 23, 2019, Hangzhou China

[10] Jun He, Xiaocui Yu, Lejun Yu, Bo Sun, “Facial Emotion and Action Unit Recognition based on Bayesian Network”, 8th International Conference on Computing and Pattern Recognition, ICCPR 2019

[11] Siming Cao, Kaijie Zhao, Lejun Yu, Penghao Rao, Xiaocui Yu, Yongkang Xiao, Huanqing Yan, Jun He, “Bipolar Disorder Classification based on Multimodal Recordings”, ICCPR 2019

[12] Sun, Bo; Cao, Siming; He, Jun*; Yu, Lejun, “Two-stream attention-aware network for spontaneous micro-expression movement spotting”, Proceedings of the IEEE International Conference on Software Engineering and Service Sciences, ICSESS, v 2019-October, p 702-705, October 2019, Proceedings of 2019 IEEE 10th International Conference on Software Engineering and Service Science

[13] Jun He, Penghao Rao, Siming Cao, Bo Sun, Lejun Yu, Huanqing Yan, Yongkang Xiao, “Cross-culture Continuous Emotion Recognition with Multimodal Features”, 8th International Conference on Computing and Pattern Recognition, ICCPR 2019

专利

[1] 专利名称：“一种基于自然引导和数据增强的违禁物品检测方法及系统”，中国，发明专利，专利号：202210683874.6，申请日：2022年6月17日；申请人：北京师范大学；发明人：孙波、何珺、张迎辉、钟阳财、刘筠；

[2] 专利名称：“引入多重文本关系的阅读理解试题难度自动预测方法”，中国，发明专利，专利号：202110950774.9，申请日：2021年8月18日；申请人：北京师范大学；发明人：何珺、张迎辉、孙波、余乐军、彭丽；

[3] 专利名称：“融合答题记录和题目语义的深度知识追踪模型”，中国，发明专利，专利号：2021111273766.3，申请日：2022年1月28日；申请人：北京师范大学；发明人：张迎辉、孙波、肖融、肖永康、郑瑞丽、何珺；

[4] 专利名称：“可持续学习的任务交互智能检测方法、系统及可存储介质”，中国，发明专利，专利号：202210240443.2，申请日：2022年3月10日；申请人：北京师范大学；发明人：何珺、孙波、卢思旭、张迎辉、余乐军；

[5] 专利名称：“激光清洗效果预览方法及装置”，中国，发明专利，专利号：ZL2019105757724.1，授权公告日：2021年6月1日；申请人：北京师范大学；发明人：何珺、张迎辉、孙波、余乐军；

[6] 专利名称：“激光清洗参数生成方法及装置”，中国，发明专利，专利号：ZL201910575762.7，授权公告日：2021年4月27日；申请人：北京师范大学；发明人：孙波，何珺，余乐军，徐畅；

[7] 专利名称：“一种基于额头区域的人脸检测方法及系统”，中国，发明专利，专利号：201610607532.0，授权公告日：2019年3月18日；申请人：北京师范大学；发明人：孙波，何珺，余乐军，张迪；

[8] 专利名称：“一种多模态情感识别分类方法”，中国，发明专利，专利号：ZL201711144196.1；授权公告日：2020年5月5日；申请人：北京师范大学；发明人：孙波，何珺，余乐军，曹斯铭；

[9] 专利名称：“一种帧内快速编码方法及系统”，中国，发明专利，专利号：ZL2014 1 0073802.5，授权公告日：2017年6月30日；申请人：北京师范大学；发明人：余乐军，孙波，何珺，葛凤翔，黄小芳；

[10] 专利名称：“基于稀疏表示分类的滑坡泥石流区域检测方法”，发明专利，专利号：ZL201510081296.9，授权公告日：2017年11月7日；申请人：北京师范大学；发明人：孙波，何珺，刘臻，葛凤翔，郝卓，徐其华，

[11] 专利名称：“基于图像分块和位置加权的稀疏表示目标识别方法”，中国，发明专利，专利号：ZL 201210581686.9，授权公告日：2016年5月18日；申请人：北京师范大学；发明人：何珺、孙波，吴学文，葛凤翔，余乐军；

[12] 专利名称：“一种面向IPv6的路径MTU发现方法及系统”，中国，发明专利，专利号：ZL 2009 1 0084026.8，授权公告日：2012年05月23日；申请人：北京师范大学；发明人：肖融，孙波，何珺，肖永康，胡晓雁；

[13] 专利名称：“ATGP-VCA投影向量获取方法”，中国，发明专利，专利号：ZL 200910090193.3，授权公告日：2011年12月21日；申请人：北京师范大学；发明人：何珺，胡晓雁，孙波，余乐军，张熙予；