2025年

[1] Yulin Wang, Yihao Zhang*, Junlin Zhu, Yao Li, Wei Zhou. MCKP: Multi-aspect Contextual Knowledge-enhanced Prompting for Conversational Recommender Systems [J]. Information Sciences, 2024: 121315. (SCI, 中科院一区, IF: 8.1)

2024年

[1] Yihao Zhang*, Junlin Zhu, Ruizhen Chen, Weiwen Liao, Yulin Wang, Wei Zhou. Mixed-curvature knowledge-enhanced graph contrastive learning for recommendation[J]. Expert Systems with Applications, 2024, 237: 121569. (SCI, 中科院一区, IF: 8.5)

[2] Kaibei Li, Yihao Zhang*, Jinlin Zhu, Xiaokang Li, Xibin Wang. Multi-space interaction learning for disentangled knowledge-aware recommendation[J]. Expert Systems with Applications, 2024, 254: 124458. (SCI, 中科院一区, IF: 7.5)

[3] Xiaokang Li, Yihao Zhang*, Yonghao Huang, Kaibei Li, Yunjia Zhang, Xibin Wang. Multi-aspect Knowledge-enhanced Hypergraph Attention Network for Conversational Recommendation Systems[J]. Knowledge-Based Systems, 2024, 299: 112119. (SCI, 中科院一区, IF: 7.2)

[4] Yihao Zhang*, Kaibei Li, Junlin Zhu, Meng Yuan, Yonghao Huang, Xiaokang Li. Leveraging Hyperbolic Dynamic Neural Networks for Knowledge-Aware Recommendation [J]. IEEE Transactions on Computational Social Systems, 2024:1-16. (SCI, 中科院二区, IF: 5.0)

[5] Yihao Zhang*, Mian Chen, Ruizhen Chen, Chu Zhao, Meng Yuan, Zhu Sun. Bayesian Attention based User Behavior Modeling for CTR prediction[J]. CAAI Transactions on Intelligence Technology, 2024. (SCI, 中科院二区, IF: 8.4)

[6] Yihao Zhang*, Weiwen Liao, Yulin Wang, Junlin Zhu, Ruizhen Chen, Yunjia Zhang. Meta-path Automatically Extracted from Heterogeneous Information Network for Recommendation [J]. World Wide Web, 2024. (SCI, 中科院三区, IF: 3.7)

[7] Yihao Zhang*, Yuhao Wang, Wei Zhou, Pengxiang Lan, Haoran Xiang, Junlin Zhu. Conversational Recommender based on Graph Sparsification and Multi-hop Attention[J]. Intelligent Data Analysis, 2024, 28(1): 99-119. (SCI, CCF C, IF: 1.7)

[8] Yihao Zhang*, Yuhao Wang*, Pengxiang Lan, Haoran Xiang, Junlin Zhu, Meng Yuan. Conversational recommender based on additive attention and positional encoding[J]. Journal of Intelligent & Fuzzy Systems, 2024: 1-13. (SCI, CCF C, IF: 2.0)

[9] Yonghao Huang, Pengxiang Lan, Xiaokang Li, Yihao Zhang, Kaibei Li. Residual Spatio-Temporal Collaborative Networks for Next POI Recommendation[C]//Pacific-Asia Conference on Knowledge Discovery and Data Mining. Singapore: Springer Nature Singapore, 2024: 144-155. (CCF C类会议)

[10] 崔少国, 独潇, 张宜浩. 基于兴趣注意力网络的会话推荐算法[J]. 电子科技大学学报, 2024, 53(1): 67-75.

2023年

[1] Yihao Zhang*, Chu Zhao*, Weiwen Liao, Wei Zhou, Meng Yuan. Asymmetrical Attention Networks Fused Autoencoder for Debiased Recommendation [J]. ACM Transactions on Intelligent Systems and Technology, 2023, 14(6):1-24. (SCI, 人工智能领域权威期刊, IF: 10.489) 

[2] Yulin Wang, Yihao Zhang*, Junlin Zhu, Weiwen Liao, Meng Yuan, Wei Zhou. Enhancing Conversational Recommender Systems via Multi-level Knowledge Modeling with Semantic Relations[J]. Knowledge-Based Systems, 2023, 282: 111129. (SCI, 中科院一区, IF: 8.8)

[3] Junlin Zhu, Yihao Zhang*, Yulin Wang, Weiwen Liao, Ruizhen Chen, Yuan Meng. Knowledge-enhanced multi-task recommendation in hyperbolic space[J]. Applied Intelligence, 2023, 53(23): 28694-28710. (SCI, 中科院二区, IF: 5.8)

[4] Pengxiang Lan, Yihao Zhang*, Haoran Xiang, Yuhao Wang, Wei Zhou. Spatio-Temporal Position-Extended and Gated-Deep network for next POI Recommendation[C]. The 28th International Conference on Database Systems for Advanced Applications, 2023:505-520. (DASFAA). （CCF B，数据挖掘领域，Accepted rate: 19.3%）

[5] Yihao Zhang*, Ruizhen Chen, Jiahao Hu, Guangjian Zhang, Junlin Zhu, Weiwen Liao. Multi-aspect features of items for time-ordered sequential recommendation[J]. Journal of Intelligent & Fuzzy Systems, 2023, 45(3):5045-5061. (SCI, CCF C, IF: 2.0)

[6] Zhi Liu, Sixin Luo, Yunhua Lu, Yihao Zhang, Linfeng Jiang, Hanguan Xiao. Extracting Multi-Scale and Salient Features by MSE based U-Structure and CBAM for Sleep Staging[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023,31:31-38. (SCI, JCR一区, IF: 4.528)

[7] Luyan Gao, Xiaoyang Liu, Chao Liu, Yihao Zhang, Giacomo Fiumara, Pasquale De Meo. Key nodes identification in complex networks based on subnetwork feature extraction[J]. Journal of King Saud University-Computer and Information Sciences, 2023: 101631. (SCI, JCR一区, IF: 6.9)

2022年

[1] Yihao Zhang, Meng Yuan*, Chu Zhao, Mian Chen, Xiaoyang Liu. Integrating label propagation with graph convolutional networks for recommendation[J]. Neural Computing and Applications, 2022, 34(10):8211-8225. SCI二区，JCR Q1, IF: 5.606）

[2] Yihao Zhang, Meng Yuan*, Chu Zhao, Mian Chen, Xiaoyang Liu. Aggregating Knowledge-aware Graph Neural Network and Adaptive Relational Attention for Recommendation [J]. Applied Intelligence, 2022.（SCI二区，JCR Q1, IF: 5.086）

[3] Yihao Zhang*, Xiaoyang Liu. Leveraging Mixed Distribution of Multi-Head Attention for Sequential Recommendation [J]. Applied Intelligence, 2022.（SCI二区，JCR Q1, IF: 5.086）

[4] Yihao Zhang, Pengxiang Lan, Yuhao Wang, Haoran Xiang, Xiaoyang Liu. STMLA: Spatio-Temporal Mogrifier LSTM and Attention Network for Next POI Recommendation [C]. 2022 IEEE International Conference on Web Services (ICWS). （CCF B，Accepted rate: 14%）

[5] Yihao Zhang, Chu Zhao*, Meng Yuan, Mian Chen, Xiaoyang Liu. Unifying Attentive Sparse Autoencoder with Neural Collaborative Filtering for Recommendation[J]. Intelligent Data Analysis, 2022, 26(4). (SCI四区, CCF C) 

[6] 刘小洋, 刘加苗, 刘超, 张宜浩. 融合字符级滑动窗口和深度残差网络的僵尸网络DGA域名检测方法[J].电子学报, 2022, 50(1): 250-256.（中文CCF A）

[7] Lin Liu, Wei Zhou, Junhao Wen, Yihao Zhang, Yu Wang. LCAN: Light Cross-Attention Network for Collaborative Filtering Recommendation[C]. In Proceedings 26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2022), 2022. （CCF B）

2021年

[1] Yihao Zhang*, Zhi Liu, Chunyan Sang. Unifying Paragraph Embeddings and Neural Collaborative Filtering for Hybrid Recommendation[J]. Applied Soft Computing, 2021, 106: 107345. (SCI二区Top, JCR Q1, IF: 8.263)

[2] Yihao Zhang*, Xiaoyang Liu. Learning attention embeddings based on memory networks for neural collaborative recommendation[J]. Expert Systems with Applications, 2021, 183:115439. (SCI一区Top, JCR Q1, IF: 8.665)

[3] Yihao Zhang*, Chu Zhao, Mian Chen, Meng Yuan. Integrating Stacked Sparse Auto-Encoder into Matrix Factorization for Rating Prediction[J]. IEEE Access, 2021, 9: 17641-17648. (SCI三区，IF: 3.735)

[4] 刘小洋, 何道兵, 刘超, 张宜浩. 基于时变阻尼运动的社交网络信息传播动力学分析[J]. 中国科学：信息科学, 2021, 51(11):1867-1884.（中文CCF A）

[5] Xiaoyang Liu, Nan Ding, Chao Liu, Zhang Yihao, Ting Tang. Novel social network community discovery method combined local distance with node rank optimization function[J]. Applied Intelligence, 2021, 51(7): 4788-4805. (SCI二区, JCR Q1, IF: 5.086)

[6] Xiaoyang Liu*, Songyang Wu, Chao Liu, Yihao Zhang. Social network node influence maximization method combined degree discount and local node optimization [J]. Social Network Analysis and Mining, 2021,11(1):1-18. (ESI)

2020年及以前

[1] 张宜浩*, 朱小飞, 徐传运, 董世都. 基于用户评论的深度情感分析和多视图协同融合的混合推荐方法[J]. 计算机学报, 2019, 42(6):1316-1333. （CCF会刊《计算机学报》2018-2022年最佳优秀论文，全国每5年仅2篇）

[2] Yihao Zhang*, Junhao Wen, Changpeng Zhu, Xiaoyang Liu. A Semi-Supervised Approach of Graph-based with Local and Global Consistency[J]. International Journal of Information Technology and Management, 2019,18 (2/3): 243-255. 

[3] Zhi Liu, Yihao Zhang, Weiwei Li, Shuo Li, Zhiling Zou, Bo Chen. Multislice left ventricular ejection fraction prediction from cardiac MRIs without segmentation using shared SptDenNet[J]. Computerized Medical Imaging and Graphics, 2020, 86: 101795. (SCI二区, IF: 3.750)

[4] Shidu Dong, Zhi Liu, Huaqiu Wang, Yihao Zhang, Shaoguo cui. A Separate 3D Convolutional Neural Network Architecture for 3D Medical Image Semantic Segmentation[J]. Journal of Medical Imaging and Health Informatics, 2019, 9(8): 1705-1716. (SCI四区，IF: 0.659) 

[5] 吴洁, 朱小飞, 张宜浩, 龙建武,黄贤英,杨武. 基于用户情感倾向感知的微博情感分析方法[J]. 山东大学学报 (理学版), 2019, 54(3): 46-55.

[6] Yihao Zhang, Junhao Wen*, Xibin Wang, Zhuo Jiang. Semi-Supervised Hybrid Clustering by Integrating Gaussian Mixture Model and Distance Metric Learning[J]. Journal of Intelligent Information Systems, 2015, 45(01):113-130. （SCI三区，IF：1.939）

[7] Yihao Zhang, Junhao Wen*, Xibin Wang, Zhuo Jiang. Semi-Supervised Learning Combining Co-Training with Active Learning[J]. Expert Systems with Applications, 2014, 41(5): 2372-2378. （SCI二区, IF: 5.452）

[8] Yihao Zhang, Junhao Wen*, Fangfang Tang, Zhuo Jiang. Semi-Supervised Learning: Exploiting Unlabeled Data with Symmetrical Distribution and High Confidence[J]. International Journal of Pattern Recognition and Artificial Intelligence, 2012, 26(07):1-18. （SCI四区， IF：1.375）

[9] 张宜浩*, 刘小洋, 刘万平, 朱常鹏. 基于图的混合推荐算法[J]. 模式识别与人工智能, 2017, 30(4): 335-342. (中文CCF B) 

[10] 张宜浩*, 刘智, 朱常鹏.融合距离度量和高斯混合模型的中文词义归纳模型[J]. 计算机科学, 2017, 44(8): 265-269. (中文CCF B)

[11] 文俊浩, 戴大文, 余俊良, 高旻, 张宜浩. 融合矩阵分解与距离度量学习的社会化推荐算法[J]. 计算机科学, 2018, 45(10): 196-201. (中文CCF B)

[12] Xiaoyang Liu, Xiaoping Zeng, Chao Liu, Wanping Liu, Yihao Zhang. The Channel Estimation and Modeling in High Altitude Platform Station Wireless Communication Dynamic Network [J]. Discrete Dynamics in Nature and Society, 2017. (SCI三区， IF: 1.348)

[13] Xiaoyang Liu, Chao Liu, Wanping Liu, Yihao Zhang, Xiaoping Zeng. HAPS Wireless Communication Network Channel Modeling and Simulation[C]. In Proceedings 3rd International Conference on Wireless Communication and Sensor .2017.

[14] 张小川, 于旭庭, 张宜浩. 一种改进的向量空间模型的文本表示算法[J]. 重庆理工大学学报: 自然科学版, 2017, 31(1): 87-92.

[15] Yihao Zhang, Xiaoyang Liu, Wanping Liu, Changpeng Zhu. Hybrid Recommender System Using Semi-Supervised Clustering Based on Gaussian Mixture Model[C]. In Proceedings IEEE 2016 International Conference on Cyberworlds, 2016: 155-158. (EI)

[16] Wanping Liu, Chao Liu, Zheng Yang, Xiaoyang Liu, Yihao Zhang, Zuxue Wei. Modeling the propagation of mobile malware on complex networks[J]. Communications in Nonlinear Science and Numerical Simulation, 2016,37: 249-264. （SCI一区， IF: 4.26）

[17] Zhuo Jiang, Junhao Wen*, Jun Zeng, Yihao Zhang, Xibing Wang. Dynamic Macro-Based Heuristic Planning through Action Relationship Analysis [J]. IEICE Transactions on Information and Systems, 2015, E98D (2):363-371. （SCI四区）

[18] Xibin Wang, Junhao Wen*, Yihao Zhang. Real estate price forecasting based on SVM optimized by PSO[J]. Optik - International Journal for Light and Electron Optics, 2014,125(3):1439-1443. （SCI四区）

[19] 张宜浩,金澎*,孙锐. 基于改进k-means算法的中文词义归纳研究[J]. 计算机应用, 2012,32(5):1332-1334. 

[20] 张宜浩,金澎*. 谓词自动识别中的特征选择度量研究[J]. 计算机工程与科学, 2012, 34(9):188-192. 

[21] Peng Jin, Rui Sun*, Yihao Zhang. A knowledge based method for Chinese word sense induction[C]. In Proceedings 4th International Conference on Genetic and Evolutionary Computing, 2010:284-251.（EI）

[22] Yihao Zhang, Peng Jin*. The Research on Chinese Coreference Resolution Based on Support Vector Machines[C]. In Proceedings 4th International Conference on Genetic and Evolutionary Computing, IEEE, 2010: 169-172. （EI）

[23] Yihao Zhang, Jianyi Guo*, Zhengtao Yu, Xianming Yao, Shaomin Zhang,Chunya Lei. Automatic Entity Relation Extraction for the Field of Tourism [J]. Journal of Computational Information Systems, 2009, 5(6):1653-1659. （EI）

[24] Yihao Zhang, Jianyi Guo*, Zhengtao Yu, Zhikun Zhang, Xianming Yao. The Research on Chinese Coreference Resolution Based on Maximum Entropy Model and Rules[C]. Lecture Notes in Computer Science, 2009, 5854：1-8.（EI）

[25] 郭剑毅, 薛征山, 余正涛, 张志坤, 张宜浩, 姚贤明. 基于层叠条件随机场的旅游领域命名实体识别[J]. 中文信息学报, 2009, 23(5): 47-53.