Hua Xu

Venues

Frequent coauthors

Papers

1. Ellipsoid-Based Decision Boundaries for Open Intent Classification
   AAAI 2026 ·

   Yuetian Zou

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2. Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark
   NeurIPS 2025 ·

   Hanlei Zhang

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3. Intelligent Evolution Optimization: Guided from Deep Learning to Large Language Model
   GECCO 2025 · Hua Xu
4. LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition
   EMNLP 2025 ·

   Qianrui Zhou

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5. Large Language Model-driven Large Neighborhood Search for Large-Scale MILP Problems
   ICML 2025 ·

   Huigen Ye

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6. MILPBench: A Large-scale Benchmark Test Suite for Mixed Integer Linear Programming Problems
   GECCO 2025 ·

   Huigen Ye

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7. Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset
   ICLR 2024 ·

   Huigen Ye

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8. MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
   ICLR 2024 ·

   Hanlei Zhang

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9. OpenVNA: A Framework for Analyzing the Behavior of Multimodal Language Understanding System under Noisy Scenarios
   ACL 2024 ·

   Ziqi Yuan

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10. Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition
    AAAI 2024 ·

    Qianrui Zhou

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11. Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances
    ACL 2024 ·

    Hanlei Zhang

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