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2020 – today
- 2025
[i3]Zhijun Chen, Jingzheng Li, Pengpeng Chen, Zhuoran Li, Kai Sun, Yuankai Luo, Qianren Mao, Dingqi Yang, Hailong Sun, Philip S. Yu:
Harnessing Multiple Large Language Models: A Survey on LLM Ensemble. CoRR abs/2502.18036 (2025)- [i2]Jingzheng Li, Xianglong Liu, Shikui Wei, Zhijun Chen, Bing Li, Qing Guo, Xianqi Yang, Yanjun Pu, Jiakai Wang:
Towards Benchmarking and Assessing the Safety and Robustness of Autonomous Driving on Safety-critical Scenarios. CoRR abs/2503.23708 (2025) - 2024
- [j5]Jingzheng Li
, Hailong Sun, Lei Chai, Jiyi Li:
Target Structure Learning Framework for Unsupervised Multi-Class Domain Adaptation. ACM Trans. Multim. Comput. Commun. Appl. 20(11): 349:1-349:23 (2024) - [c4]Lei Chai, Lu Qi, Hailong Sun, Jingzheng Li:
RA3: A Human-in-the-loop Framework for Interpreting and Improving Image Captioning with Relation-Aware Attribution Analysis. ICDE 2024: 330-341 - 2023
- [j4]Jingzheng Li, Hailong Sun, Jiyi Li:
Beyond confusion matrix: learning from multiple annotators with awareness of instance features. Mach. Learn. 112(3): 1053-1075 (2023) - [j3]Jingzheng Li, Hailong Sun:
NaCL: noise-robust cross-domain contrastive learning for unsupervised domain adaptation. Mach. Learn. 112(9): 3473-3496 (2023) - [c3]Jingzheng Li, Hailong Sun:
LiFT: Transfer Learning in Vision-Language Models for Downstream Adaptation and Generalization. ACM Multimedia 2023: 4678-4687 - 2022
- [c2]Jingzheng Li, Hailong Sun:
Correct Twice at Once: Learning to Correct Noisy Labels for Robust Deep Learning. ACM Multimedia 2022: 5142-5151 - 2021
- [i1]Jingzheng Li, Hailong Sun, Jiyi Li, Zhijun Chen, Renshuai Tao, Yufei Ge:
Learning from Multiple Annotators by Incorporating Instance Features. CoRR abs/2106.15146 (2021)
2010 – 2019
- 2019
- [j2]Jingzheng Li, Xibei Yang, Xiaoning Song, Jinhai Li, Pingxin Wang, Dong-Jun Yu:
Neighborhood attribute reduction: a multi-criterion approach. Int. J. Mach. Learn. Cybern. 10(4): 731-742 (2019) - 2018
- [j1]Yanqin Xiong, Jianqiang Hu, Shimin Li, Jingzheng Li:
Center Problem for Quasi-Homogeneous Polynomial Systems with a Given Weight Degree. Int. J. Bifurc. Chaos 28(14): 1850174:1-1850174:10 (2018) - 2016
- [c1]Hongmin Zhu, Daoqing Dai, Jingzheng Li:
Real-Time State Analysis of Digitron and Press Plate in Transformer Substations. ISCID (2) 2016: 26-29
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