| 2025 | CW | Explain Implicit Semantic of Cyberbullying Text by Knowledge Enhancement. | Ziyu Ye, Qi Chen, Huakang Li |
| 2025 | ICML | Reward-Guided Prompt Evolving in Reinforcement Learning for LLMs. | Ziyu Ye, Rishabh Agarwal, Tianqi Liu, Rishabh Joshi, Sarmishta Velury, Quoc V. Le, Qijun Tan, Yuan Liu |
| 2025 | PRICAI | A Data Augmentation Approach Using Sentiment Analysis and WordNet-Based Comments Transformation. | Ziyu Ye, Yihan Wang, Zhuowen Zhang, Huakang Li |
| 2024 | AISTATS | Don't Be Pessimistic Too Early: Look K Steps Ahead! | Chaoqi Wang, Ziyu Ye, Kevin Murphy, Yuxin Chen |
| 2023 | IJCAI | Efficient Online Decision Tree Learning with Active Feature Acquisition. | Arman Rahbar, Ziyu Ye, Yuxin Chen, Morteza Haghir Chehreghani |
| 2021 | IJCAI | Understanding the Effect of Bias in Deep Anomaly Detection. | Ziyu Ye, Yuxin Chen, Haitao Zheng |
| 2021 | MICCAI | Unsupervised Domain Adaption via Similarity-Based Prototypes for Cross-Modality Segmentation. | Ziyu Ye, Chen Ju, Chaofan Ma, Xiaoyun Zhang |
| 2019 | GLOBECOM | Comparison of Neural Network Architectures for Spectrum Sensing. | Ziyu Ye, Andrew Gilman, Qihang Peng, Kelly Levick, Pamela C. Cosman, Larry B. Milstein |
| 2018 | PCS | Joint Energy Optimization of Video Encoding and Transmission. | Ziyu Ye, Rana D. Hegazy, Wei Zhou, Pamela C. Cosman, Larry B. Milstein |