Shujian Huang

Venues

Frequent coauthors

Papers

1. A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAMΔ Integration into Upcycled MoE
   ACL 2026 ·

   Hao Zhou

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2. How Does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective
   AAAI 2026 ·

   Shimao Zhang

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3. Improving Long-Context Translation via Self-Supervised Dual Learning
   ACL 2026 ·

   Shanbo Cheng

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4. PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning
   ACL 2026 ·

   Yunzhi Shen

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5. Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers
   ACL 2026 ·

   Xin Chen

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6. Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation
   ACL 2026 ·

   Renfei Dang

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7. Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation
   ACL 2025 ·

   Xiang Geng

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8. BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models
   EMNLP 2025 ·

   Xu Huang

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9. DPLM-2: A Multimodal Diffusion Protein Language Model
   ICLR 2025 ·

   Xinyou Wang

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10. Elucidating the Design Space of Multimodal Protein Language Models
    ICML 2025 ·

    Cheng-Yen Hsieh

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11. EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation
    EMNLP 2025 ·

    Sen Yang

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12. Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training
    ACL 2025 ·

    Zhijun Wang

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13. Large Language Models Are Cross-Lingual Knowledge-Free Reasoners
    NAACL 2025 ·

    Peng Hu

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

    Hao Zhou

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15. Process-based Self-Rewarding Language Models
    ACL 2025 ·

    Shimao Zhang

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16. R-PRM: Reasoning-Driven Process Reward Modeling
    EMNLP 2025 ·

    Shuaijie She

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17. SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models
    EMNLP 2025 ·

    Peng Ding

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18. TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data
    ACL 2025 ·

    Wei Zou

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19. Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
    EMNLP 2025 ·

    Changjiang Gao

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20. Why Not Act on What You Know? Unleashing Safety Potential of LLMs via Self-Aware Guard Enhancement
    ACL 2025 ·

    Peng Ding

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21. A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily
    NAACL 2024 ·

    Peng Ding

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22. Diffusion Language Models Are Versatile Protein Learners
    ICML 2024 ·

    Xinyou Wang

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23. EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
    EMNLP 2024 ·

    Ziyuan Zhuang

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24. Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models
    NAACL 2024 ·

    Shuaijie She

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25. Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge
    EMNLP 2024 ·

    Jiahuan Li

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26. Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
    EMNLP 2024 ·

    Shimao Zhang

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27. Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed Inputs
    ACM MM 2024 ·

    Peng Ding

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28. Large Language Models are Limited in Out-of-Context Knowledge Reasoning
    EMNLP 2024 ·

    Peng Hu

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29. Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation
    ACL 2024 ·

    Xu Huang

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30. MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization
    ACL 2024 ·

    Shuaijie She

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31. MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation
    NAACL 2024 ·

    Jiahuan Li

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32. Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models
    ACL 2024 ·

    Changjiang Gao

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33. MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations
    ACL 2024 ·

    Chunhui Li

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34. Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping
    EMNLP 2024 ·

    Wenhao Zhu

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35. Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
    NAACL 2024 ·

    Wenhao Zhu

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36. Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly
    NAACL 2024 ·

    Changjiang Gao

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37. PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment
    EMNLP 2024 ·

    Jiahuan Li

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38. Question Translation Training for Better Multilingual Reasoning
    ACL 2024 ·

    Wenhao Zhu

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