Mingxuan Xia

According to our database, Mingxuan Xia authored at least 13 papers between 2022 and 2025.

Collaborative distances:

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

2025

Towards Robust Incremental Learning Under Ambiguous Supervision.

Rui Wang, Mingxuan Xia, Haobo Wang, Lei Feng, Junbo Zhao, Gang Chen, Chang Yao

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models.

Mingxuan Xia, Zhijie Jiang, Haobo Wang, Junbo Zhao, Tianlei Hu, Gang Chen

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

CrowdAgent: Multi-Agent Managed Multi-Source Annotation System.

Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenkai Chen, Zhen Zhu, Minmin Lin, Junbo Zhao, Lu Xu, Changjie Fan, Runze Wu, Haobo Wang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation.

Mingxuan Xia, Haobo Wang, Yixuan Li, Zewei Yu, Jindong Wang, Junbo Zhao, Runze Wu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Multi-Instance Multi-Label Classification from Crowdsourced Labels.

Ziquan Wang, Mingxuan Xia, Xiangyu Ren, Jiaqing Zhou, Gengyu Lyu, Tianlei Hu, Haobo Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Revisiting the Robust Generalization of Adversarial Prompt Tuning.

Fan Yang, Mingxuan Xia, Sangzhou Xia, Chicheng Ma, Hui Hui

CoRR, 2024

Unbiased Multi-Label Learning from Crowdsourced Annotations.

Mingxuan Xia, Zenan Huang, Runze Wu, Gengyu Lyu, Junbo Zhao, Gang Chen, Haobo Wang

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

A Separation and Alignment Framework for Black-Box Domain Adaptation.

Mingxuan Xia, Junbo Zhao, Gengyu Lyu, Zenan Huang, Tianlei Hu, Gang Chen, Haobo Wang

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

2023

Modeling Spatial-Temporal Constraints and Spatial-Transfer Patterns for Couriers' Package Pick-up Route Prediction.

Haomin Wen, Youfang Lin, Yuxuan Hu, Fan Wu, Mingxuan Xia, Xinyi Zhang, Lixia Wu, Haoyuan Hu, Huaiyu Wan

IEEE Trans. Intell. Transp. Syst., December, 2023

Textual tag recommendation with multi-tag topical attention.

Pengyu Xu, Mingxuan Xia, Lin Xiao, Huafeng Liu, Bing Liu, Liping Jing, Jian Yu

Neurocomputing, June, 2023

2022

Incipient Fault Diagnosis for High-Speed Train Traction Systems via Stacked Generalization.

Zehui Mao, Mingxuan Xia, Bin Jiang, Dezhi Xu, Peng Shi

IEEE Trans. Cybern., 2022

Partial label learning with noisy side information.

Shaokai Wang, Mingxuan Xia, Zilong Wang, Gengyu Lyu, Songhe Feng

Appl. Intell., 2022

SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning.

Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022