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Hua Xu

11 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×2ACL ×2GECCO ×2ICLR ×2EMNLP ×1ICML ×1NeurIPS ×1

Frequent coauthors

Hanlei Zhang
×6
Huigen Ye
×4
Kai Gao
×4
Qianrui Zhou
×3
Yifan Wang
×2
Yaoyang Cheng
×2
Xin Wang
×2
Yuetian Zou
×1
Songze Li
×1
Long Xiao
×1
Zhuohang Li
×1
Yeshuang Zhu
×1

Papers

  1. Ellipsoid-Based Decision Boundaries for Open Intent Classification
    AAAI 2026 ·
    Yuetian Zou
    ,
    Hanlei Zhang
    , Hua Xu,
    Songze Li
    ,
    Long Xiao
  2. Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark
    NeurIPS 2025 ·
    Hanlei Zhang
    ,
    Zhuohang Li
    , Hua Xu,
    Yeshuang Zhu
    ,
    Peiwu Wang
    ,
    Haige Zhu
    ,
    Jie Zhou
    ,
    Jinchao Zhang
  3. Intelligent Evolution Optimization: Guided from Deep Learning to Large Language Model
    GECCO 2025 · Hua Xu,
    Xiaodong Li
    ,
    Yuan Sun
    ,
    Huigen Ye
  4. LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition
    EMNLP 2025 ·
    Qianrui Zhou
    , Hua Xu,
    Yifan Wang
    ,
    Xinzhi Dong
    ,
    Hanlei Zhang
  5. Large Language Model-driven Large Neighborhood Search for Large-Scale MILP Problems
    ICML 2025 ·
    Huigen Ye
    , Hua Xu,
    An Yan
    ,
    Yaoyang Cheng
  6. MILPBench: A Large-scale Benchmark Test Suite for Mixed Integer Linear Programming Problems
    GECCO 2025 ·
    Huigen Ye
    ,
    Yaoyang Cheng
    , Hua Xu,
    Zhiguang Cao
    ,
    Hanzhang Qin
  7. Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset
    ICLR 2024 ·
    Huigen Ye
    , Hua Xu,
    Hongyan Wang
  8. MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
    ICLR 2024 ·
    Hanlei Zhang
    ,
    Xin Wang
    , Hua Xu,
    Qianrui Zhou
    ,
    Kai Gao
    ,
    Jianhua Su
    ,
    Jinyue Zhao
    ,
    Wenrui Li
    ,
    Yanting Chen
  9. OpenVNA: A Framework for Analyzing the Behavior of Multimodal Language Understanding System under Noisy Scenarios
    ACL 2024 ·
    Ziqi Yuan
    ,
    Baozheng Zhang
    , Hua Xu,
    Zhiyun Liang
    ,
    Kai Gao
  10. Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition
    AAAI 2024 ·
    Qianrui Zhou
    , Hua Xu,
    Hao Li
    ,
    Hanlei Zhang
    ,
    Xiaohan Zhang
    ,
    Yifan Wang
    ,
    Kai Gao
  11. Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances
    ACL 2024 ·
    Hanlei Zhang
    , Hua Xu,
    Fei Long
    ,
    Xin Wang
    ,
    Kai Gao