Mingxuan Xia

17 papers A* 6Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System.
EMNLP (System Demonstrations)
Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenkai Chen, Zhen Zhu, Minmin Lin, Junbo Zhao, Lu Xu, Changjie Fan, Runze Wu, Haobo Wang
2025 J jnl
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System.
CoRR
Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenkai Chen, Zhen Zhu, Minmin Lin, Junbo Zhao, Lu Xu, Changjie Fan, Runze Wu, Haobo Wang
2025 A* conf
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models.
EMNLP
Mingxuan Xia, Zhijie Jiang, Haobo Wang, Junbo Zhao, Tianlei Hu, Gang Chen
2025 A* conf
Multi-Instance Multi-Label Classification from Crowdsourced Labels.
AAAI
Ziquan Wang, Mingxuan Xia, Xiangyu Ren, Jiaqing Zhou, Gengyu Lyu, Tianlei Hu, Haobo Wang
2025 — conf
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation.
ACL (1)
Mingxuan Xia, Haobo Wang, Yixuan Li, Zewei Yu, Jindong Wang, Junbo Zhao, Runze Wu
2025 J jnl
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation.
CoRR
Mingxuan Xia, Haobo Wang, Yixuan Li, Zewei Yu, Jindong Wang, Junbo Zhao, Runze Wu
2025 A* conf
Towards Robust Incremental Learning Under Ambiguous Supervision.
IJCAI
Rui Wang, Mingxuan Xia, Haobo Wang, Lei Feng, Junbo Zhao, Gang Chen, Chang Yao
2025 J jnl
Towards Robust Incremental Learning under Ambiguous Supervision.
CoRR
Rui Wang, Mingxuan Xia, Chang Yao, Lei Feng, Junbo Zhao, Gang Chen, Haobo Wang
2024 A* conf
A Separation and Alignment Framework for Black-Box Domain Adaptation.
AAAI
Mingxuan Xia, Junbo Zhao, Gengyu Lyu, Zenan Huang, Tianlei Hu, Gang Chen, Haobo Wang
2024 J jnl
Revisiting the Robust Generalization of Adversarial Prompt Tuning.
CoRR
Fan Yang, Mingxuan Xia, Sangzhou Xia, Chicheng Ma, Hui Hui
2024 A* conf
Unbiased Multi-Label Learning from Crowdsourced Annotations.
ICML
Mingxuan Xia, Zenan Huang, Runze Wu, Gengyu Lyu, Junbo Zhao, Gang Chen, Haobo Wang
2023 J jnl
Modeling Spatial-Temporal Constraints and Spatial-Transfer Patterns for Couriers' Package Pick-up Route Prediction.
IEEE Trans. Intell. Transp. Syst.
Haomin Wen, Youfang Lin, Yuxuan Hu, Fan Wu, Mingxuan Xia, Xinyi Zhang, Lixia Wu, Haoyuan Hu, Huaiyu Wan
2023 J jnl
Textual tag recommendation with multi-tag topical attention.
Neurocomputing
Pengyu Xu, Mingxuan Xia, Lin Xiao, Huafeng Liu, Bing Liu, Liping Jing, Jian Yu
2022 J jnl
Incipient Fault Diagnosis for High-Speed Train Traction Systems via Stacked Generalization.
IEEE Trans. Cybern.
Zehui Mao, Mingxuan Xia, Bin Jiang, Dezhi Xu, Peng Shi
2022 J jnl
Partial label learning with noisy side information.
Appl. Intell.
Shaokai Wang, Mingxuan Xia, Zilong Wang, Gengyu Lyu, Songhe Feng
2022 A* conf
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning.
NeurIPS
Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao
2022 J jnl
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning.
CoRR
Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao