| 2025 | ECAI | CG | Liguo Zhang, Zhibo Wang, Yuxin Dong, Yalong Zhu |
| 2025 | ICML | Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence. | Yuxin Dong, Haoran Guo, Tieliang Gong, Wen Wen, Chen Li |
| 2024 | ICLR | Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds. | Yuxin Dong, Tieliang Gong, Hong Chen, Shujian Yu, Chen Li |
| 2024 | ICML | Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective. | Yuxin Dong, Tieliang Gong, Hong Chen, Zhongjiang He, Mengxiang Li, Shuangyong Song, Chen Li |
| 2024 | IJCAI | DP-Font: Chinese Calligraphy Font Generation Using Diffusion Model and Physical Information Neural Network. | Liguo Zhang, Yalong Zhu, Achref Benarab, Yusen Ma, Yuxin Dong, Jianguo Sun |
| 2023 | AAAI | Robust and Fast Measure of Information via Low-Rank Representation. | Yuxin Dong, Tieliang Gong, Shujian Yu, Hong Chen, Chen Li |
| 2023 | IJCAI | Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rnyi's Entropy Perspective. | Yuxin Dong, Tieliang Gong, Hong Chen, Chen Li |
| 2023 | RecSys | Contrastive Learning with Frequency-Domain Interest Trends for Sequential Recommendation. | Yichi Zhang, Guisheng Yin, Yuxin Dong |
| 2022 | AAAI | Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment. | Tieliang Gong, Yuxin Dong, Hong Chen, Wei Feng, Bo Dong, Chen Li |
| 2016 | CEC | An improved partheno-genetic algorithm for the multi-constrained problem of curling match arrangement. | Rui Ding, Hongbin Dong, Jun He, Yuxin Dong |
| 2015 | CEC | A co-evolutionary algorithm based on mixed mutation strategy for WDP in combinatorial auction. | Wei Hou, Hongbin Dong, Guisheng Yin, Yuxin Dong |
| 2013 | IDEAL | Web Service Evaluation Method Based on Time-aware Collaborative Filtering. | Guisheng Yin, Xiaohui Cui, Hongbin Dong, Yuxin Dong |