Weihua Luo

Venues

Frequent coauthors

Papers

1. Beyond Black-Box Interventions: Latent Probing for Faithful Retrieval-Augmented Generation
   ACL 2026 ·

   Linfeng Gao

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2. ComfyFlow: Benchmarking LLMs for AIGC Workflow Generation
   ACL 2026 ·

   Zhenran Xu

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3. ComfyUI-R1: Exploring Reasoning Models for Workflow Generation
   ACL 2026 ·

   Zhenran Xu

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4. DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection
   ACL 2026 ·

   Junchao Wu

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5. Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs
   AAAI 2026 ·

   Xinwei Wu

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6. From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models
   ACL 2026 ·

   Ling Shi

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7. HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy
   ACL 2026 ·

   Guoqi Ma

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8. HSCodeComp: A Realistic and Expert-level Agent Benchmark for Hierarchical Rule Application
   ACL 2026 ·

   Tian Lan

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9. Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation
   ACL 2026 ·

   Jiang Zhou

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10. MirrorCAPTCHA: Wild CAPTCHA, Wild Distribution, Wild Web-based Platform Meet Multimodal LLM Agents
    ACL 2026 ·

    Xiangyu Wu

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11. M²PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation
    ACL 2026 ·

    Hao Wang

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12. SARA: Unlocking Multilingual Knowledge in Mixture-of-Experts via Semantically Anchored Routing Alignment
    ACL 2026 ·

    Tianyu Dong

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13. Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding
    ACL 2026 ·

    Sensen Gao

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14. Table-as-Search: Agentic Information Seeking is Table Completion
    ACL 2026 ·

    Tian Lan

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15. A Unified Agentic Framework for Evaluating Conditional Image Generation
    ACL 2025 ·

    Jifang Wang

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16. Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination Detection
    NeurIPS 2025 ·

    Chenyu Zhu

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17. BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training
    CVPR 2025 ·

    Xuanpu Zhang

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18. CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation
    ICML 2025 ·

    Minghao Fu

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19. ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development
    ACL 2025 ·

    Zhenran Xu

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20. G2: Guided Generation for Enhanced Output Diversity in LLMs
    EMNLP 2025 ·

    Zhiwen Ruan

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21. LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy
    NAACL 2025 ·

    Zhiwen Ruan

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22. Let the LLM Stick to Its Strengths: Learning to Route Economical LLM
    NeurIPS 2025 ·

    Yi-Kai Zhang

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23. Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language
    ACL 2025 ·

    Bo Zeng

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24. Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models
    ACL 2025 ·

    Huifeng Yin

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25. Mdp3: a Training-Free Approach for List-Wise Frame Selection in Video-Llms
    ICCV 2025 ·

    Hui Sun

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26. MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing
    AAAI 2025 ·

    Hao Zhou

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27. Multimodal Tabular Reasoning with Privileged Structured Information
    NeurIPS 2025 ·

    Jun-Peng Jiang

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28. Parrot: Multilingual Visual Instruction Tuning
    ICML 2025 ·

    Hai-Long Sun

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29. SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language Models
    NeurIPS 2025 ·

    Yibo Wang

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30. TG-LLaVA: Text Guided LLaVA via Learnable Latent Embeddings
    AAAI 2025 ·

    Dawei Yan

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31. Teefusion: Blending Text Embeddings to Distill Classifier-Free Guidance
    ICCV 2025 ·

    Minghao Fu

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32. Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs
    NeurIPS 2025 ·

    Yibo Wang

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33. UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation
    CVPR 2025 ·

    Lunhao Duan

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34. AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results
    ECCV 2024 ·

    Ivan Molodetskikh

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35. Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees
    NeurIPS 2024 ·

    Sijia Chen

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36. CodeM: Less Data Yields More Versatility via Ability Matrix
    ACL 2024 ·

    Daoguang Zan

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37. Wings: Learning Multimodal LLMs without Text-only Forgetting
    NeurIPS 2024 ·

    Yi-Kai Zhang

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