1. 融合双通道音节特征的藏文 La 格例句自动分类模型,才让加*,北京大学学报(自然科学版),2021.09.28；
2. Revisiting tibetan word segmentation with neural networks,才让加*,Springer International Publishing,(pp. 515–524) (2021)；
3. Tibetan interrogative sentence recognition and classification based on phrase features,才让加*,MATEC Web of Conferences,Volume 336,2021.PP06017-06017；
4. Domain Adaptation for Tibetan-Chinese Neural Machine Translation ,周毛先( 才让加*)Conference Proceeding - ACAI 2020: 2020 3rd,2021, p465；
5. An evaluation set for Tibetan sentences similarity computing,才智杰*,ISAI 2021,2021.4；
6. A Multi-feature Fusion Method for Tibetan Sentence Similarity Calculation,才智杰*,ICNLP 2021,2021.3；
7. A Corpus Preprocessing Method for Syllable-level Tibetan Text Classification,才智杰*, ICNLP 2021,2021.3；
8. Tibetan interrogative sentence recognition and classification based on phrase features,才智杰*,CSCNS2020,2021.1；
9. A Method of Constructing Syllable Level Tibetan text Classification Corpus,才智杰*, CSCNS2020,2021.1;
10. Analysis on types of spelling errors in true Tibetan characters, 才智杰*,CSCNS2020,2021.1;
11. The aging efect in evolving scientifc citation networks, 胡 枫 , Scientometrics,(2021) 126:4297–4309;
12. 在线社交超网络的信息全局传播模型, 胡枫*,电子科技大学学报, 2021,50(03):437- 445;
13. 基于 K-shell 的超网络关键节点识别方法, 胡枫*, 复杂系统与复杂性科学, 2021,18(03):15-21;
14. 具有双峰特性的双层超网络模型,卢文（赵海兴*、胡枫*）,物理学报,2021,70(01):384- 392;
15. 基于隐语义模型的学生选课推荐算法,胡枫*,计算技术与自动化,2021,40(3):88-93；
16. 语音情感识别研究综述,黄鹤鸣*,计算机仿真,2021,38(08）；
17. 基于深度多特征融合的自适应 CNN 图像分类算法,黄鹤鸣*,计算机工程,2021,7(09)；
18. 基于异构并行神经网络的语音情感识别,黄鹤鸣*,计算机工程,2021-12-05；
19. 复杂噪声环境下语音识别研究,黄鹤鸣*,计算机与现代化,2021,(09)；
20. 基于多操作网络的图式多域语音情感识别研究,黄鹤鸣*,计算机工程,2021-12-05；
21. 基于 AA-LSTM 网络的语音情感识别研究,黄鹤鸣*,计算机仿真,2021,38(03)；
22. 融合分割权重和注意制的 CNN 图像分类算法,黄鹤鸣*,计算机仿真,2021,38(06)；
23. 面向情感变化检测的语音情感数据库,黄鹤鸣*,计算机仿真,2021,38(09)；
24. A Novel Heterogeneous Parallel Convolution Bi-LSTM for Speech Emotion Recognition,黄鹤鸣*,Applied Sciences,Volume 11, Issue 21.2021.pp.9897-9897；
25. 基于语义关系的藏语依存树库构建研究,夏吾吉、黄鹤鸣、华却才让,电子技术与软件工程,2021,10；
26. Single-Channel Speech Enhancement Based on Multi-Scale Gradients,黄鹤鸣*, Generative Adversarial Networks,2021,9,26；
27. 基于改进字节对编码的汉藏机器翻译研究,头旦才让,电子科技大学学报,2021,50(02)；
28. 藏文古籍文字识别训练数据的合成方法研究,头旦才让（2/3）,高原科学研究,2021,5(03)；
29. 现代藏语数量短语的句法语义规则研究,完么扎西,高原科学研究,2021,5（3）：78- 83；
30. Research on Information Transmission Characteristics of Two-Layer Communication Network, 肖玉芝(2/4),EAI-Broadband Communications Network,2021,90-107；
31. Design and Implementation of Collaborative Filtering Recommendation Algorithm for Multi- layer Networks,肖玉芝*,ICPCSEE,2021：32-50；
32. 两层复杂网络的特性及其抗毁性分析,肖玉芝*,计算机应用与软件,2021,38(11)；
33. 在线教学的网络情感演化分析_以_停课不停学_为例,肖玉芝*,青海师范大学学报（自然科学版）,2021.1；
34. Accelerated convergent zeroing neurodynamics models for solving multi-linear systems with M-tensors,杜秀娟*,Neurocomputing 458 (2021) 271–283,2021.06；
35. Discriminative feature learning for underwater fish recognition , 杜秀娟* , Journal of Electronic Imaging,30（2）,2021.04；
36. CELR: Connectivity and Energy Aware Layering Routing Protocol for UANs,杜秀娟*,IEEE SENSORS JOURNAL, VOL. 21, NO. 5,2021.03；
37. A MAC Protocol of Concurrent Scheduling Based on SpatialTemporal Uncertainty for Underwater Sensor Networks,杜秀娟*,Journal of Sensors,2021.03；
38. An Efficient and Provable Multifactor Mutual Authentication Protocol for Multigateway Wireless Sensor Networks,杜秀娟*,Security and Communication Networks,2021,2021.08；
39. 基于NS3 的水下 LEER 协议优化与分析,杜秀娟*,计算机与现代化,2021（04）；
40. 水声网络的 MAC 协议研究综述,杜秀娟*,现代计算机,2021（04）；
41. 现代语言学视角下的藏语藻饰词构词研究,冷本扎西,西藏大学学报（社会科学版）,2021 年第 1 卷；
42. 浅谈高等院校毕业论文参考文献与引文格式,冷智多杰,藏文教育,2021 年,253 卷第一期, 14-21；
43. Theβ-differential for the Square Lattice,任海珍*,WCSE 2021,2021.06：155-162；
44. Theρ–moments of vertex-weighted graphs, 任 海 珍 *,Applied Mathematics and Computation,2021.400.Article ID126070,11 pages;
45. The Tutte polynomials of catacondensed benzenoid systems, 任海珍,Journal of Mathematical Chemistry,2021. 59：529–541;
46. Sharp Bounds on the Spectral Radii of Uniform Hypergraphs concerning Diameter or Clique Number, 任海珍*,Discrete Dynamics in Nature and Society,2021,Article ID 5805239, 8 pages;
47. Computation of Differential in Strong Product Network of Paths via Recursive Iteration, 任海珍*,Journal of Physics: Conference Series,2021,2025,Article ID012050,5 pages;
48. Counting Matching Numbers in Catacondensed Polyomino Systems, 任海珍,DEStech Publications, Inc. ISSN:2475-8841,2021.CCNT 2020 Part2:366-370;
49. Total Independent Set Numbers on Catacondensed Polyomino Systems, 任海珍,DEStech Publications, ISSN: 2475-8833,2021. EEES I:27-31;
50. Minimal Feedback Vertex Sets in Honeycomb Networks, 任海珍*,DEStech Publications, Inc. ISSN:2572-889X,2021.MSE Vol.2:396-401;
51. Computation of Kirchhoff Index in Generalized Ladders, 任海珍*,DEStech Publications, Inc. ISSN:2572-889X,2021. MSE Vol.2:396-401;
52. Domination polynomials of certain Hexagon Lattice graphs, 任 海 珍 *,Discontinuity, Nonlinearity, and Complxity, 2021.10.4:723-731;
53. 一致超图的边连通性和最大边连通性, 张磊（任海珍 3/3）,山西大学学报（自然科学版）,2021.44.6:1049-1056;
54. The Controllability of Graphs with Diameter n-2, 卫良（赵海兴*）,Applied Mathematics and Computation,2021.407:126327;
55. HS6: An Efficient H-Code RAID-6 Scaling by Optimizing Data Migrating and Parity Updating,谢平*,The Journal of Supercomputing,2021.77(4):12987–13017;
56. HDS: optimizing data migration and parity update to realize RAID-6 scaling for HDP, 谢 平*,Cluster Computing,2021,24(8):3815–3835;
57. SS6: Online Short-Code RAID-6 Scaling by Optimizing New Disk Location and Data Migration, 谢平*,The Computer Journal,2021,64(10):1600-1616;
58. Improve the Performance of LSM-Tree Based Key-Value via Multiple Immutable MemTables, 谢平*,2021 IEEE 12th International Conference on Software Engineering and Service Science (ICSESS),2021:223-227;
59. Improve the Performance of LSM-Tree based on Key-Value via Multithreading, 谢 平 *,The 20th Distributed Computing and Applications in Business, Engineering, and Sciences Conference,2021;
60. An Efficient Refresh Strategy of Flash Memory via High Delay Blocks in LDPC, 谢平*,The 6th International Conference on Integrated Circuits and Microsystems,2021;
61. A High Precision Refresh Method to Improve the Performance of Flash Storage Devices, 谢平*,The 20th Distributed Computing and Applications in Business, Engineering, and Sciences Conference,2021;
62. 基于生成对抗网络的面部属性迁移算法, 辛月兰(2/4),现代电子技术, 2021,44（15）： 75-80;
63. 基于生成对抗网络的无监督图像风格迁移算法, 辛月兰(2/5), 计算机工程与科学,2021,43(10):1789-1795;
64. 改进 Faster R-CNN 的目标检测算法, 辛月兰*,计算机与数字工程,2021,49(04)：744- 749;
65. 基于卷积神经网络和层次标签集扩展的文本分类方法, 辛月兰(2/2),西北师范大学学报：自然科学版,2021,57(2):48-54;
66. 二次特征融合的 YOLO 目标检测算法, 辛月兰*,计算机与数字工程,2021,49(05)：914- 919 ;
67. ASU-Net: U-shape adaptive scale network for mass segmentation in mammogram, 辛 月 兰*,Journal of Intelligent & Fuzzy Systems,2021;
68. Blockchain-based Electronic Evidence Storage and Efficiency Optimization, 叶成绪*,AIBT 2021,2021;
69. Research on An Attention-based Hybrid CNN and BiLSTM Model for Air Pollutant Concentration Prediction, 叶成绪*,ICCIA 2021,2021;
70. Scaling Invariant Harmonic Wave Kernel Signature for 3D Point Cloud Similarity, 张丹,International Conference on Image and Graphics,2021: 44-56;
71. Caricature Expression Extrapolation Based on Kendall Shape Space Theory, 张丹（2/3）,IEEEComputer Graphics and Applications,2021, 41(3): 71-84;
72. 敦煌古藏文写卷 P.t.1045《渡鸦占卜文书》若干问题探析, 卓玛（2/2）,青海社会科学,2021 年第 2 期 ;
73. 早期西藏的地域限制下神山、神祗崇拜与文明特质：基于敦煌文献中小邦时期神山、神祗崇拜分布及功能研究, 卓玛,西北民族大学学报, 2021 年第 2 期；
74. Energies for the complements of borderenergetic graphs,邓波,MATCH Commun. Math. Comput. Chem,85(2021)181-194；
75. On the Edge Metric Dimension of Different Families of Mobius Networks ,邓波, Mathematical Problems in Engineering,2021；
76. Laplacian borderenergetic graphs and their complements, 邓波*,MATCH Commun. Math. Comput. Chem,86 (2021)587-596；
77. Laplacian ABC-eigenvalues of graphs,邓波（2/3）,MATCH Commun. Math. Comput. Chem, 85(2021)195-206；
78. 图的 ABC 矩阵的 Sachs 定理与能量,邓波*,山东师范大学学报,36(2021)109-115；
79. Object detection of face mask recognition based on improved faster rcnn ,耿生玲*,PROCEEDINGS OF SPIE,2021,11911:119110T-1-19110T-8；
80. Face occlusion detection algorithm based on yolov5,耿生玲*,Journal of Physics: Conference Series,2021.2031(1)：1-6;
81. Blockchain-Enabled Public Key Encryption with Multi-Keyword Search in Cloud Computing,耿生玲*,Security and Communication Networks,2021,2021(2):1-11;
82. 超贝叶斯图模型及其联结树的构建, 耿生玲*, 青海师范大学学报( 自然科学版),2021,37(02):42-48;
83. 信息物理融合系统语义模型, 耿生玲*,软件,2021,42(05):17-21;
84. 模糊智能决策树模型与应用研究, 耿生玲(2/2),计算机科学与探索,2021.11.25;
85. Transition Based Neural Network Dependency Parsing of Tibetan, 华却才让*,MATEC Web of Conference,2021,336,06018;
86. Automated Chinese Essay Scoring using Pre-trained Language Models, 李 琳（2/4）,NLPTA2021,2021.11;
87. 大学课程体系中思政元素融合教育模式研究, 刘丹青,成才之路,2021,12(35):46-48;
88. 论夏鲁译师却窘桑布及其正字宝匣, 仁欠扎西,西藏大学学报,2021 年第 1 期 59-70;
89. 《八大藏戏》的发展历程及版本研究, 索南才让,藏族民俗文化,2021 年 03 期 122-134;
90. 藏文文献数字化的现状调查及对策建议, 索南才让,青海师范大学学报,2021 年 04 期;
91. 更顿群培对古印度梵文写本的搜集及其成果研究, 索南东主,中国藏学,2021 年第 2 期;
92. 藏文古籍文献视野解读敦煌壁画尸毗王本生故事, 索南东主(2/2),青海师范大学学报,2021.2;
93. Human-machine cooperative video anomaly detection, 杨帆,CSCW 会议,Proceedings of the ACM on Human-Computer Interaction,2021 年 4 卷 3 期 1-18 页;
94. 监控视频的异常检测与建模综述, 杨帆,计算机研究与发展,2021,58(12)2708-2723 页;
95. On Cyclic-Vertex Connectivity of (n, k)-Star Graphs, 张淑敏*,Hindawi Mathematical Problems in Engineering,2021 年,4 页;
96. The g-component connectivity of graphs, 张淑敏(2/4),Theoretical Computer Science,2021 年1 卷 1 期 9 页;
97. Steiner 4-Diameter, Maximum Degree and Size of a Graph, 张淑敏(2/4),Discontinuity, Nonlinearity, and Complexity,2021 年 3 卷 10 期 14 页;
98. The Dominator Edge Coloring of Graphs, 张淑敏(2/4),Hindawi Mathematical Problems in Engineering,2021 年 14 页;
99. Total Dominator Edge Chromatic Number of Graph, 张淑敏(2/4),International Journal of Applied Mathematics,2021 年 51 卷 4 期 6 页;
100. The 3-Set Tree Connectivity of the Folded Petersen Cube Networks, 张 淑 敏 *,Artificial Intelligence for Communications and Networks. AICON 2021,2021 年 397 卷 12 页;
101. Tibetan Mothers of Three Generations: A Hundred-Year-Old Necklace, 才项多杰,Asian Highlands Perspectives,2021,60:209-222;
102. A Self-Adaptive Differential Evolution Algorithm Using Oppositional Solutions and Elitist Sharing, 李和成（2/2）,IEEE Access,2021,pp.20035-20050;
103. Centralized Resource Allocation Based on the Bargaining Approach,李和成（2/4）,Journal of Operational Research,2021. Vol.38,No.2pp.2050049 (18 pages);
104. Differential evolution using novel individual evaluation and constraint handling techniques for constrained optimization, 李和成（2/2）,Soft Computing,2021.25. pp.9025–9044;
105. Centralized Resource Allocation Based on the Bargaining Approach, 李和成(2/3),Connection Science,(2021);
106. The general Albertson irregularity index of graphs,林震,AIMS Math,7(2022),no.1,25—38;
107. Degree-based topological indices of product graphs, 林 震 *,Open J.Discrete Appl. Math,4(2021),no.3,60—71;
108. Harary-Albertson index of graphs, 林震,Contrib. Math,4 (2021) 28–34;
109. Monitoring memory parameter change-point in long-memory time series, 陈占寿,Empirical Economics,2021,60:2365-2389;
110. The controllability of graphs with diameter n – 2, 赵海兴*,Applied Mathematics and Computation,2021,407 (2021) 126327;
111. On locally most reliable three-terminal graphs of sparse graphs, 赵 海 兴 *,AIMS Mathematics,2021,6(7): 7518–7531;
112. Uniformly Most Reliable Three-Terminal Graph of Dense Graphs, 赵海兴*,Mathematical Problems in Engineering,2021, 6664959, 10;
113. 唐诗宋词中的超网络特性分析, 赵海兴*,计算机应用,2021,41(08):2432-2439;
114. 基于超图的公交超网络拓扑特性及鲁棒性分析, 赵海兴*,西南大学学报(自然科学版),2021,43(10):181-191;
115. Invulnerability optimization analysis of interdependent networks, 赵海兴,2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME),2021,pp.1-8;
116. Eigenvalue-based entropy in directed complex networks, 赵海兴,PLOS ONE,2021,16(6): e0251993;
117. Hypernetwork Model Based on Logistic Regressio, 赵海兴,CCF Bigdata2020,2021.04;
118. 一致超图的边连通性和最大边连通性, 张磊,山西大学学报,2021.44（6）：1−7。
119. Sharp bounds on the spectral radii of uniform hypergraphs concerning diameter or clique number，张磊*，Discrete Dynamics in Nature and Society，2021；
120. 十世班禅功绩研究—访谈洛桑冷智多杰采访记，才华多旦，青海藏文报，2021.07.01；
121. 新媒体时代藏语《新闻写作》课程的实践教学研究，才华多旦，青海师范大学学报，2021(04)；
122. 互助华锐地区“四大古塑”历史考略，才华多旦，青海藏族民俗，2021(04)。
实验室固定研究人员在2021年01月至2021年12月期间发表论文122篇，其中SCI收录36篇，EI收录30篇，中文核心27篇。
