PPaperPicks

Shujian Huang

38 papers at tracked venues · 21 at CORE A* · active 2024–2026

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Venues

ACL ×15EMNLP ×11NAACL ×6AAAI ×2ICML ×2ACM MM ×1ICLR ×1

Frequent coauthors

Jiajun Chen
×26
Shuaijie She
×8
Xin Huang
×7
Changjiang Gao
×7
Xue Han
×6
Junlan Feng
×6
Wenhao Zhu
×6
Chao Deng
×5
Hao Zhou
×4
Shanbo Cheng
×4
Peng Hu
×4
Jiahuan Li
×4

Papers

  1. A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAMΔ Integration into Upcycled MoE
    ACL 2026 ·
    Hao Zhou
    ,
    Tianhao Li
    ,
    Zhijun Wang
    ,
    Shuaijie She
    ,
    Linjuan Wu
    ,
    Hao-Ran Wei
    ,
    Baosong Yang
    ,
    Jiajun Chen
    , Shujian Huang
  2. How Does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective
    AAAI 2026 ·
    Shimao Zhang
    ,
    Zhejian Lai
    ,
    Xiang Liu
    ,
    Shuaijie She
    ,
    Xiao Liu
    ,
    Yeyun Gong
    , Shujian Huang,
    Jiajun Chen
  3. Improving Long-Context Translation via Self-Supervised Dual Learning
    ACL 2026 ·
    Shanbo Cheng
    ,
    Shuaijie She
    ,
    Yu Bao
    ,
    Jianbing Zhang
    ,
    Jiajun Chen
    , Shujian Huang
  4. PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning
    ACL 2026 ·
    Yunzhi Shen
    ,
    Hao Zhou
    ,
    Xin Huang
    ,
    Xue Han
    ,
    Junlan Feng
    , Shujian Huang
  5. Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers
    ACL 2026 ·
    Xin Chen
    ,
    Feng Jiang
    ,
    Yiqian Zhang
    ,
    Hardy Chen
    ,
    Shuo Yan
    ,
    Wenya Xie
    ,
    Min Yang
    , Shujian Huang
  6. Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation
    ACL 2026 ·
    Renfei Dang
    ,
    Peng Hu
    ,
    Zhejian Lai
    ,
    Changjiang Gao
    ,
    Min Zhang
    , Shujian Huang
  7. Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation
    ACL 2025 ·
    Xiang Geng
    ,
    Zhejian Lai
    ,
    Jiajun Chen
    ,
    Hao Yang
    , Shujian Huang
  8. BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models
    EMNLP 2025 ·
    Xu Huang
    ,
    Wenhao Zhu
    ,
    Hanxu Hu
    ,
    Conghui He
    ,
    Lei Li
    , Shujian Huang,
    Fei Yuan
  9. DPLM-2: A Multimodal Diffusion Protein Language Model
    ICLR 2025 ·
    Xinyou Wang
    ,
    Zaixiang Zheng
    ,
    Fei Ye
    ,
    Dongyu Xue
    , Shujian Huang,
    Quanquan Gu
  10. Elucidating the Design Space of Multimodal Protein Language Models
    ICML 2025 ·
    Cheng-Yen Hsieh
    ,
    Xinyou Wang
    ,
    Daiheng Zhang
    ,
    Dongyu Xue
    ,
    Fei Ye
    , Shujian Huang,
    Zaixiang Zheng
    ,
    Quanquan Gu
  11. EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation
    EMNLP 2025 ·
    Sen Yang
    ,
    Yu Bao
    ,
    Yu Lu
    ,
    Jiajun Chen
    , Shujian Huang,
    Shanbo Cheng
  12. Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training
    ACL 2025 ·
    Zhijun Wang
    ,
    Jiahuan Li
    ,
    Hao Zhou
    ,
    Rongxiang Weng
    ,
    Jingang Wang
    ,
    Xin Huang
    ,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    , Shujian Huang
  13. Large Language Models Are Cross-Lingual Knowledge-Free Reasoners
    NAACL 2025 ·
    Peng Hu
    ,
    Sizhe Liu
    ,
    Changjiang Gao
    ,
    Xin Huang
    ,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    , Shujian Huang
  14. MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing
    AAAI 2025 ·
    Hao Zhou
    ,
    Zhijun Wang
    , Shujian Huang,
    Xin Huang
    ,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    ,
    Weihua Luo
    ,
    Jiajun Chen
  15. Process-based Self-Rewarding Language Models
    ACL 2025 ·
    Shimao Zhang
    ,
    Xiao Liu
    ,
    Xin Zhang
    ,
    Junxiao Liu
    ,
    Zheheng Luo
    , Shujian Huang,
    Yeyun Gong
  16. R-PRM: Reasoning-Driven Process Reward Modeling
    EMNLP 2025 ·
    Shuaijie She
    ,
    Junxiao Liu
    ,
    Yifeng Liu
    ,
    Jiajun Chen
    ,
    Xin Huang
    , Shujian Huang
  17. SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models
    EMNLP 2025 ·
    Peng Ding
    ,
    Wen Sun
    ,
    Dailin Li
    ,
    Wei Zou
    ,
    Jiaming Wang
    ,
    Jiajun Chen
    , Shujian Huang
  18. TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data
    ACL 2025 ·
    Wei Zou
    ,
    Sen Yang
    ,
    Yu Bao
    , Shujian Huang,
    Jiajun Chen
    ,
    Shanbo Cheng
  19. Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
    EMNLP 2025 ·
    Changjiang Gao
    ,
    Hankun Lin
    ,
    Xin Huang
    ,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    ,
    Jiajun Chen
    , Shujian Huang
  20. Why Not Act on What You Know? Unleashing Safety Potential of LLMs via Self-Aware Guard Enhancement
    ACL 2025 ·
    Peng Ding
    ,
    Jun Kuang
    ,
    Zongyu Wang
    ,
    Xuezhi Cao
    ,
    Xunliang Cai
    ,
    Jiajun Chen
    , Shujian Huang
  21. A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily
    NAACL 2024 ·
    Peng Ding
    ,
    Jun Kuang
    ,
    Dan Ma
    ,
    Xuezhi Cao
    ,
    Yunsen Xian
    ,
    Jiajun Chen
    , Shujian Huang
  22. Diffusion Language Models Are Versatile Protein Learners
    ICML 2024 ·
    Xinyou Wang
    ,
    Zaixiang Zheng
    ,
    Fei Ye
    ,
    Dongyu Xue
    , Shujian Huang,
    Quanquan Gu
  23. EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
    EMNLP 2024 ·
    Ziyuan Zhuang
    ,
    Zhiyang Zhang
    ,
    Sitao Cheng
    ,
    Fangkai Yang
    ,
    Jia Liu
    , Shujian Huang,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
    ,
    Qi Zhang
  24. Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models
    NAACL 2024 ·
    Shuaijie She
    , Shujian Huang,
    Xingyun Wang
    ,
    Yanke Zhou
    ,
    Jiajun Chen
  25. Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge
    EMNLP 2024 ·
    Jiahuan Li
    ,
    Yiqing Cao
    , Shujian Huang,
    Jiajun Chen
  26. Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
    EMNLP 2024 ·
    Shimao Zhang
    ,
    Changjiang Gao
    ,
    Wenhao Zhu
    ,
    Jiajun Chen
    ,
    Xin Huang
    ,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    , Shujian Huang
  27. Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed Inputs
    ACM MM 2024 ·
    Peng Ding
    ,
    Jingyu Wu
    ,
    Jun Kuang
    ,
    Dan Ma
    ,
    Xuezhi Cao
    ,
    Xunliang Cai
    ,
    Shi Chen
    ,
    Jiajun Chen
    , Shujian Huang
  28. Large Language Models are Limited in Out-of-Context Knowledge Reasoning
    EMNLP 2024 ·
    Peng Hu
    ,
    Changjiang Gao
    ,
    Ruiqi Gao
    ,
    Jiajun Chen
    , Shujian Huang
  29. Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation
    ACL 2024 ·
    Xu Huang
    ,
    Zhirui Zhang
    ,
    Xiang Geng
    ,
    Yichao Du
    ,
    Jiajun Chen
    , Shujian Huang
  30. MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization
    ACL 2024 ·
    Shuaijie She
    ,
    Wei Zou
    , Shujian Huang,
    Wenhao Zhu
    ,
    Xiang Liu
    ,
    Xiang Geng
    ,
    Jiajun Chen
  31. MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation
    NAACL 2024 ·
    Jiahuan Li
    ,
    Shanbo Cheng
    , Shujian Huang,
    Jiajun Chen
  32. Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models
    ACL 2024 ·
    Changjiang Gao
    ,
    Jixing Li
    ,
    Jiajun Chen
    , Shujian Huang
  33. MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations
    ACL 2024 ·
    Chunhui Li
    ,
    Yifan Wang
    ,
    Zhen Wu
    ,
    Zhen Yu
    ,
    Fei Zhao
    , Shujian Huang,
    Xinyu Dai
  34. Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping
    EMNLP 2024 ·
    Wenhao Zhu
    ,
    Sizhe Liu
    , Shujian Huang,
    Shuaijie She
    ,
    Chris Wendler
    ,
    Jiajun Chen
  35. Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
    NAACL 2024 ·
    Wenhao Zhu
    ,
    Hongyi Liu
    ,
    Qingxiu Dong
    ,
    Jingjing Xu
    , Shujian Huang,
    Lingpeng Kong
    ,
    Jiajun Chen
    ,
    Lei Li
  36. Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly
    NAACL 2024 ·
    Changjiang Gao
    ,
    Hongda Hu
    ,
    Peng Hu
    ,
    Jiajun Chen
    ,
    Jixing Li
    , Shujian Huang
  37. PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment
    EMNLP 2024 ·
    Jiahuan Li
    , Shujian Huang,
    Aarron Ching
    ,
    Xinyu Dai
    ,
    Jiajun Chen
  38. Question Translation Training for Better Multilingual Reasoning
    ACL 2024 ·
    Wenhao Zhu
    , Shujian Huang,
    Fei Yuan
    ,
    Shuaijie She
    ,
    Jiajun Chen
    ,
    Alexandra Birch