发表论文30余篇，SCI/EI检索15余篇，其中ESI高被引论文2篇，google学术引用过百的论文1篇。主持省部级项目3项，参与国家级项目2项，国际合作项目2项。 主要论文如下： （1）张恒汝，闵帆，石兵，Regression-based three-way recommendation，Information Sciences, 2017, 378, 444-461.（ESI高倍引）
（2）张恒汝，闵帆，Three-way recommender systems based on random forests, Knowledge-Based Systems, 2016, 91: 275-286.（ESI高倍引）
（3）张恒汝，闵帆，张智恒，王松, Efficient collaborative filtering recommendations with multi-channel feature vectors. International Journal of Machine Learning and Cybernetics, 2019.
（4）张恒汝, 闵帆，吴彦学, 付卓林, 高磊, Magic barrier estimation models for recommended systems under normal distribution, Applied Intelligence, 2018: 1-8.
（5）张恒汝，闵帆，何旭, Aggregated recommendation through random forests, The Scientific World Journal,2014:1-8.
（6）张恒汝，闵帆，何旭, 徐媛媛, A Hybrid Recommender System Based on User-Recommender Interaction, Mathematical Problems in Engineering, 2015:1-8.
（7）张恒汝，马圆媛，喻新潮，闵帆，ESLI: Enhancing slope one recommendation through local information embedding. PLOS ONE, 2019, 14(10): e0222702. https://doi.org/10.1371/journal.pone.0222702.
（8）张恒汝，黄雨婷，徐媛媛，闵帆, COS-LDL: Label distribution learning by cosine-based distance-mapping correlation, IEEE Access, 2020, 8: 63961-63970.
（9）沈蓉萍，张恒汝，于洪，闵帆，Sentiment based matrix factorization with reliability for recommendation. Expert Systems with Applications, 2019.
（10）张紫茵, 张恒汝, 徐媛媛, et al. 用户非对称信任关系的推荐算法. 计算机科学, 2018, 45(10):44-49.
（11）张恒汝，朱科霖，徐媛媛等，抽油机井参数优化的粒计算方法[J].西南石油大学学报(自然科学版),2020,42(06):115-123.
（12）徐媛媛，张恒汝，闵帆，黄雨婷，三支交互推荐，南京大学学报:自然科学版, 2019, 55(6).
（13）秦琴，张恒汝，基于信任传递机制的三支推荐[J]. 模式识别与人工智能, 2020(7).
（14）黄雨婷，徐媛媛，张恒汝，闵帆，融合标签结构依赖性的标签分布学习，南京大学学报（自然科学）（录用待刊）
（15）黄雨婷，徐媛媛，张恒汝，闵帆，三角距离相关性的标签分布学习，智能系统学报（录用待刊） |
