Xin Huang

Venues

Frequent coauthors

Papers

1. AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought
   AAAI 2026 ·

   Weihua Zheng

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2. Efficient Community Search on Attributed Public-Private Graphs
   ICDE 2026 ·

   Yuqi Chen

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3. FB*: A Compact Index for Efficient and Exact Density-based Clustering
   VLDB 2026 ·

   Bide Zhao

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4. GMFL: Efficient Global Masking for Federated LLM Fine-tuning
   ACL 2026 · Xin Huang
5. MOCHI: Motif-Based Community Search Over Large Heterogeneous Information Networks
   ICDE 2026 ·

   Yuhan Zhou

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

   Yunzhi Shen

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7. Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval
   AAAI 2025 · Xin Huang
8. Boosting with Fewer Tokens: Multi-Query Optimization for LLMs Using Node Text and Neighbor Cues
   ICDE 2025 ·

   Yujie Fang

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9. Causal Composition Diffusion Model for Closed-loop Traffic Generation
   CVPR 2025 ·

   Haohong Lin

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10. Cohere3D: Exploiting Temporal Coherence for Unsupervised Representation Learning of Vision-Based Autonomous Driving
    ICRA 2025 ·

    Yichen Xie

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11. DriveGPT: Scaling Autoregressive Behavior Models for Driving
    ICML 2025 · Xin Huang
12. Efficient Core Propagation Based Hierarchical Graph Clustering
    ICDE 2025 ·

    Jinbin Huang

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13. Improved Maximin Share Approximations for Chores by Bin Packing
    AAAI 2025 ·

    Jugal Garg

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

    Zhijun Wang

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

    Peng Hu

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16. LogRules: Enhancing Log Analysis Capability of Large Language Models through Rules
    NAACL 2025 · Xin Huang
17. Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning
    AAAI 2025 ·

    Wenwen Zhuang

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

    Hao Zhou

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19. PROFIT: A Specialized Optimizer for Deep Fine Tuning
    NeurIPS 2025 ·

    Anirudh Srinivasan Chakravarthy

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20. PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation
    AAAI 2025 ·

    Hengde Zhu

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

    Shuaijie She

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22. Reproducible Vision-Language Models Meet Concepts Out of Pre-Training
    CVPR 2025 ·

    Ziliang Chen

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

    Changjiang Gao

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24. Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models
    IJCAI 2025 · Xin Huang
25. Weighted Envy-free Allocation with Subsidy
    AAMAS 2025 ·

    Haris Aziz

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26. G2L-CariGAN: Caricature Generation from Global Structure to Local Features
    AAAI 2024 · Xin Huang
27. Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
    EMNLP 2024 ·

    Shimao Zhang

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28. PerFRDiff: Personalised Weight Editing for Multiple Appropriate Facial Reaction Generation
    ACM MM 2024 ·

    Hengde Zhu

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29. Privileged Prior Information Distillation for Image Matting
    AAAI 2024 ·

    Cheng Lyu

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30. SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
    NAACL 2024 ·

    Bin Wang

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31. Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform
    WWW 2024 ·

    Mingyue Cheng

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