Zheng Xie

According to our database, Zheng Xie authored at least 14 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Mitigating Negative Transfer via Reducing Environmental Disagreement.

Hui Sun, Zheng Xie, Haoyuan He, Ming Li

IEEE Trans. Pattern Anal. Mach. Intell., July, 2026

ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation.

Hui Sun, Yun-Ji Zhang, Zheng Xie, Renbiao Liu, Yali Du, Xin-Ye Li, Ming Li

CoRR, April, 2026

2025

Probabilistic instance dependent label refinement for noisy label learning.

Hao-Yuan He, Yu Liu, Renbiao Liu, Zheng Xie, Ming Li

Mach. Learn., 2025

2024

Weakly Supervised AUC Optimization: A Unified Partial AUC Approach.

Zheng Xie, Yu Liu, Hao-Yuan He, Ming Li, Zhi-Hua Zhou

IEEE Trans. Pattern Anal. Mach. Intell., 2024

Ranking-Aware Unbiased Post-Click Conversion Rate Estimation via AUC Optimization on Entire Exposure Space.

Yu Liu, Qinglin Jia, Shuting Shi, Chuhan Wu, Zhaocheng Du, Zheng Xie, Ruiming Tang, Muyu Zhang, Ming Li

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Ambiguity-Aware Abductive Learning.

Hao-Yuan He, Hui Sun, Zheng Xie, Ming Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

AUC Optimization from Multiple Unlabeled Datasets.

Zheng Xie, Yu Liu, Ming Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Think Outside the Code: Brainstorming Boosts Large Language Models in Code Generation.

Xin-Ye Li, Jiang-Tian Xue, Zheng Xie, Ming Li

CoRR, 2023

Beyond Lexical Consistency: Preserving Semantic Consistency for Program Translation.

Yali Du, Yi-Fan Ma, Zheng Xie, Ming Li

Proceedings of the IEEE International Conference on Data Mining, 2023

Semi-supervised Learning with Support Isolation by Small-Paced Self-Training.

Zheng Xie, Hui Sun, Ming Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation.

Hui Sun, Zheng Xie, Xin-Ye Li, Ming Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2018

Cutting the Software Building Efforts in Continuous Integration by Semi-Supervised Online AUC Optimization.

Zheng Xie, Ming Li

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Semi-Supervised AUC Optimization Without Guessing Labels of Unlabeled Data.

Zheng Xie, Ming Li

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Music Style Analysis among Haydn, Mozart, and Beethoven: an Unsupervised Machine Learning Approach.

Ru Wen, Zheng Xie, Kai Chen, Ruoxuan Guo, Kuan Xu, Wenmin Huang, Jiyuan Tian, Jiang Wu

Proceedings of the 2017 International Computer Music Conference, 2017