自然科学基金青年项目：基于深度全卷积网络的端到端沥青路面裂缝图像识别与量化研究，2021-2023
上海市科委面上项目：基于全卷机神经网络的沥青路面裂缝图像自动识别与量化研究，2021-2024
中央高校研究经费项目：基于分布式车辆感知数据的路况评价方法研究，2021-2022

1. Shi, Jiachen, Hongren Gong*, Lin Cong, Minda Ren, and Haimei Liang. "Detecting temperature segregation in asphalt pavement construction using infrared imaging and deep learning." International Journal of Pavement Engineering 24, no. 1 (2023): 2258438.
2. Liang, Haimei, Hongren Gong*, Lin Cong, Miaomiao Zhang, Zefeng Tao, Shifu Liu, and Jiachen Shi. "Automated detection of airfield pavement damages: an efficient light-weight algorithm." International Journal of Pavement Engineering 24, no. 1 (2023): 2247135.
   
3. Wei, Xin, Yiren Sun, Hongren Gong*, Yuhua Li, and Jingyun Chen. "Repartitioning-based aggregate generation method for fast modeling 3D mesostructure of asphalt concrete." Computers & Structures 281 (2023): 107010.
   
4. Gong, Hongren, Ting Fu, Yiren Sun, Zhongyin Guo, Lin Cong, Wei Hu, and Ziwen Ling. "Two-vehicle driver-injury severity: A multivariate random parameters logit approach." Analytic methods in accident research 33 (2022): 100190.
5. Zhang, Miaomiao, Hongren Gong, Xiaoyang Jia, Xi Jiang, Ning Feng, and Baoshan Huang. "Determining pavement structural number with traffic speed deflectometer measurements." Transportation Geotechnics 35 (2022): 100774.
6. Gong, Hongren, Yiren Sun, Yuanshuai Dong, Wei Hu, Bingye Han, Pawel Polaczyk, and Baoshan Huang. "An efficient and robust method for predicting asphalt concrete dynamic modulus." International Journal of Pavement Engineering (2021): 1-12.
7. Gong, Hongren, Yiren Sun, Wei Hu, and Baoshan Huang. "Neural networks for fatigue cracking prediction using outputs from pavement mechanistic-empirical design." International Journal of Pavement Engineering 22, no. 2 (2021): 162-172. （ESI高被引）
8. Chen, Liuxiao, Boming Tang, Tangzhi Liu, Hao Xiang, Qijin Sheng, and Hongren Gong*. "Modeling traffic noise in a mountainous city using artificial neural networks and gradient correction." Transportation Research Part D: Transport and Environment 78 (2020): 102196. 
9. Gong, Hongren, Yiren Sun, and Baoshan Huang. "Estimating asphalt concrete modulus of existing flexible pavements for mechanistic-empirical rehabilitation analyses." Journal of Materials in Civil Engineering 31, no. 11 (2019): 04019252.
10. Gong, Hongren, Yiren Sun, and Baoshan Huang. "Gradient boosted models for enhancing fatigue cracking prediction in mechanistic-empirical pavement design guide." Journal of Transportation Engineering, Part B: Pavements 145, no. 2 (2019): 04019014.
11. Gong, Hongren, Yiren Sun, Xiang Shu, and Baoshan Huang. "Use of random forests regression for predicting IRI of asphalt pavements." Construction and Building Materials 189 (2018): 890-897.
12. Gong, Hongren, Baoshan Huang, Xiang Shu, and Sampson Udeh. "Local calibration of the fatigue cracking models in the mechanistic-empirical pavement design guide for Tennessee." Road Materials and Pavement Design 18, no. sup3 (2017): 130-138.
13. Gong, Hongren, Qiao Dong, Baoshan Huang, and Xiaoyang Jia. "Effectiveness analyses of flexible pavement preventive maintenance treatments with LTPP SPS-3 experiment data." Journal of Transportation Engineering 142, no. 2 (2016): 04015045.