硕士生导师
个人信息Personal Information
教师英文名称：Yongquan Jiang
学位：工学博士学位
学科：计算机科学与技术. 软件工程
所在单位：计算机与人工智能学院
报考该导师研究生的方式
欢迎你报考江永全老师的研究生，报考有以下方式：
1、参加西南交通大学暑期夏令营活动，提交导师意向时，选择江永全老师，你的所有申请信息将发送给江永全老师，老师看到后将和你取得联系，点击此处参加夏令营活动
2、如果你能获得所在学校的推免生资格，欢迎通过推免方式申请江永全老师研究生，可以通过系统的推免生预报名系统提交申请，并选择意向导师为江永全老师，老师看到信息后将和你取得联系，点击此处推免生预报名
3、参加全国硕士研究生统一招生考试报考江永全老师招收的专业和方向，进入复试后提交导师意向时选择江永全老师。
4、如果你有兴趣攻读江永全老师博士研究生，可以通过申请考核或者统一招考等方式报考该导师博士研究生。
SCI论文：
[1] Liyuan Zhang, Yongquan Jiang*, Yan Yang. GNNGO3D: Protein Function Prediction Based on 3D Structure and Functional Hierarchy Learning[J]. IEEE Transactions On Knowledge And Data Engineering, 2024, 36(8): 3867-3878. (JCR一区，中科院一区, CCF-A类) Paper 公众号文章
[2] Yuting Zhou, Yongquan Jiang*, Yan Yang. AGAT-PPIS: a novel protein–protein interaction site predictor based on augmented graph attention network with initial residual and identity mapping[J]. Briefings in Bioinformatics, 2023-4-3, 24(3): 1-8. (JCR一区，中科院一区，CCF-B类) Paper Code 公众号文章
[3] Yuerui Liu, Yongquan Jiang*, Fan Zhang, Yan Yang. A Novel Multi-Scale Graph Neural Network for Metabolic Pathway Prediction[J]. IEEE-ACM Transactions on Computational Biology and Bioinformatics, 2023-12-21. (JCR一区, 中科院二区, CCF-B类) Paper 公众号文章
[4] Haozhe Hu, Yongquan Jiang*, Yan Yang, Jim X. Chen. BiG2S: A dual task graph-to-sequence model for the end-to-end template-free reaction prediction [J]. Applied Intelligence, 2023(53): 29620–29637. (JCR二区, 中科院二区) Paper Code 公众号文章
[5] Xiaohui Lin, Yongquan Jiang*, Yan Yang. Molecular distance matrix prediction based on graph convolutional networks[J]. Journal of Molecular Structure,2022(1257):132540. (JCR二区, 中科院二区) Paper Code 公众号文章
[6] Baoying Liu, Yongquan Jiang*, Yan Yang, Jim X. OmeDDG: Improved protein mutation stability prediction based on predicted 3D structures[J]. Journal of Physical Chemistry B, 2024, 128(1): 67-76. Paper Code
[7] Zhang Wendong, Zhang Fan, Chen Wei, Jiang Yongquan*, Song Dongli. Fault State Recognition of Rolling Bearing Based Fully Convolutional Network [J]. COMPUTING IN SCIENCE & ENGINEERING,2019, 21(5): 55-63. (SCI检索号：000481957300007)
[8] Guo Chao, Yang Yan, Jiang Yongquan, Li Tianrui. Condition Analysis of a High-Speed Train Based on Similarity Ratio and MDBN [J]. COMPUTING IN SCIENCE & ENGINEERING, 2020, 22(1): 64-76. (SCI检索号：000506612800007)
[9] Quan Wei, Jiang Yongquan*, Zhang Jianjun, Chen Jim X. Robust object tracking with active context learning [J]. VISUAL COMPUTER, 2015, 31(10): 1307-1318. (JCR二区, SCI检索号：000360759800002)
[10] Sun Hao, Chen Jim X, Wechsler Harry, Jiang Yongquan. A New Segmentation Method for Broadcast Sports Video [C] // IEEE 17th International Conference on Computational Science and Engineering (CSE), Chengdu, China, Dec 2014, pp. 1789-1793. (SCI检索号：000380512100293)
[11] Yongquan Jiang, Li Chen, Qishu Chen, Qiang Peng, and Jim X. Chen. Computing Discrete Minimal Surfaces Using a Nonlinear Spring Model [J]. Computing in Science and Engineering, 2010, 12(6):74-79. (SCI检索号：000283925600011)
EI论文：
[1] Guikun Xu, Yongquan Jiang*, PengChuan Lei, Yan Yang, Jim Chen. GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State Conformation [C] // The Twelfth International Conference on Learning Representations(ICLR), 2024. (Accepted, Spotlights Paper, 接收率仅5%, 深度学习领域的顶会) Paper 公众号文章
[2] Haozhe Hu, Yongquan Jiang*, Yan Yang, Jim X. Chen. Enhanced Template-Free Reaction Prediction with Molecular Graphs and Sequence-based Data Augmentation [C] // Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM), 2023-10-21, pp. 813–822. (CCF-B类会议) Paper Code 公众号文章
[3] Yongfu Fan, Jin Chen, Yongquan Jiang, Defu Lian, Fangda Guo, and Kai Zheng*. Batch-Mix Negative Sampling for Learning Recommendation Retrievers[C] // Proceedings of the 32nd ACM International Conference on Information and Knowledge Management(CIKM), 2023.(CCF-B类会议) Paper
[4] Xueying Peng，Yan Yang，Yongquan Jiang，Yiling Zhang，Yingjun Zhang. Application of Graph Convolutional Network to Unknown Compound Faults Diagnosis [C] // 14th International FLINS Conference (FLINS 2020), pp. 677-684.
[5] Yingjun Zhang, Yongquan Jiang*, Yan Yang, Yuxiao Gou, Weihua Zhang. Unknown Compound Faults Diagnosis of High Speed Train Based on Capsule Network [C] // Proceedings of IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering, ISKE, Da-lian, China, 2019, 576-583.（EI检索号：20203909249603）
[6] Rao Qi, Yang Yan, Jiang Yongquan. Condition recognition of high-speed train bogie based on multi-view kernel FCM [J]. Big Data Mining and Analytics, 2019, 2(1): 1-11. （EI检索号：20205109633361）
[7] Quan Wei, Chen Jinxiong, Jiang Yongquan, Yu Nanyang, Xing Qi. Hierarchical detection based location for anterior cruciate ligament of human's knee [J]. 计算机辅助设计与图形学报, 2013, 25(12): 1862-1867. (EI检索号：20140217179634)
[8] Quan Wei, Chen Jinxiong, Jiang Yongquan, Yu Nanyang. Real-time object tracking based on Hough ferns [J]. 西南交通大学学报, 2014, 49(3): 477-484. (EI检索号：20142817924648)
[9] Yang Yan, Jin Fan, Jiang Yongquan. Ant-Based Document Clustering and Visualization[C]// Second IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI’05), Beijing, China, Sept. 2005, pp.180-187. (EI检索号：20132616443149)
[10] 江永全, 彭强, 陈锦雄. 未标定图像序列的隐式曲面重建方法, 西南交通大学学报, 2009, 44 ( 5 ): 677-681. (EI检索号: 20095312588599)
[11] Jiang Yongquan, Jim X. Chen, PENG Qiang, Harry Wechsler, YANG Wenzhen. Geometric Transformation of the RBF Implicit Surface [C] // ACM SIGGRAPH Sponsored 9th International Conference on VRCAI. 2010, pp.277-284. (EI检索号：20110813693982)