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Mingxuan Xia

7 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

AAAI ×2EMNLP ×2ACL ×1ICML ×1IJCAI ×1

Frequent coauthors

Haobo Wang
×7
Junbo Zhao
×6
Gang Chen
×4
Runze Wu
×3
Tianlei Hu
×3
Gengyu Lyu
×3
Zenan Huang
×2
Maosheng Qin
×1
Renyu Zhu
×1
Chenkai Chen
×1
Zhen Zhu
×1
Minmin Lin
×1

Papers

  1. CrowdAgent: Multi-Agent Managed Multi-Source Annotation System
    EMNLP 2025 ·
    Maosheng Qin
    ,
    Renyu Zhu
    , Mingxuan Xia,
    Chenkai Chen
    ,
    Zhen Zhu
    ,
    Minmin Lin
    ,
    Junbo Zhao
    ,
    Lu Xu
    ,
    Changjie Fan
    ,
    Runze Wu
    ,
    Haobo Wang
  2. Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models
    EMNLP 2025 · Mingxuan Xia,
    Zhijie Jiang
    ,
    Haobo Wang
    ,
    Junbo Zhao
    ,
    Tianlei Hu
    ,
    Gang Chen
  3. Multi-Instance Multi-Label Classification from Crowdsourced Labels
    AAAI 2025 ·
    Ziquan Wang
    , Mingxuan Xia,
    Xiangyu Ren
    ,
    Jiaqing Zhou
    ,
    Gengyu Lyu
    ,
    Tianlei Hu
    ,
    Haobo Wang
  4. Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation
    ACL 2025 · Mingxuan Xia,
    Haobo Wang
    ,
    Yixuan Li
    ,
    Zewei Yu
    ,
    Jindong Wang
    ,
    Junbo Zhao
    ,
    Runze Wu
  5. Towards Robust Incremental Learning Under Ambiguous Supervision
    IJCAI 2025 ·
    Rui Wang
    , Mingxuan Xia,
    Haobo Wang
    ,
    Lei Feng
    ,
    Junbo Zhao
    ,
    Gang Chen
    ,
    Chang Yao
  6. A Separation and Alignment Framework for Black-Box Domain Adaptation
    AAAI 2024 · Mingxuan Xia,
    Junbo Zhao
    ,
    Gengyu Lyu
    ,
    Zenan Huang
    ,
    Tianlei Hu
    ,
    Gang Chen
    ,
    Haobo Wang
  7. Unbiased Multi-Label Learning from Crowdsourced Annotations
    ICML 2024 · Mingxuan Xia,
    Zenan Huang
    ,
    Runze Wu
    ,
    Gengyu Lyu
    ,
    Junbo Zhao
    ,
    Gang Chen
    ,
    Haobo Wang