Junbo Zhao

Venues

Frequent coauthors

Papers

1. An Invariant Latent Space Perspective on Language Model Inversion
   AAAI 2026 ·

   Wentao Ye

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2. HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs
   ACL 2026 ·

   Ru Peng

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3. KMLP: A Scalable Hybrid Architecture for Web-Scale Tabular Data Modeling
   WWW 2026 ·

   Mingming Zhang

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4. Reinforcement Learning with Verbalized Probabilities for LLM Classification
   WWW 2026 ·

   Liyao Li

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5. Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph
   ACL 2026 ·

   Lirong Gao

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6. ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models
   ACL 2025 ·

   Hao Chen

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7. Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL
   ICLR 2025 ·

   Lin Long

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8. CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency
   EMNLP 2025 ·

   Zhanming Shen

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9. CrowdAgent: Multi-Agent Managed Multi-Source Annotation System
   EMNLP 2025 ·

   Maosheng Qin

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10. D.Va: Validate Your Demonstration First Before You Use It
    ACL 2025 ·

    Qi Zhang

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11. DataMan: Data Manager for Pre-training Large Language Models
    ICLR 2025 ·

    Ru Peng

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12. Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models
    EMNLP 2025 ·

    Mingxuan Xia

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13. Harnessing Feature Resonance under Arbitrary Target Alignment for Out-of-Distribution Node Detection
    NeurIPS 2025 ·

    Shenzhi Yang

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14. Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models
    NAACL 2025 ·

    Jiachen Ma

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15. Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition
    ACL 2025 ·

    Guangcheng Zhu

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16. LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization
    EMNLP 2025 ·

    Qi Zhang

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17. LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains
    EMNLP 2025 ·

    Liyao Li

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18. POLO: An LLM-Powered Project-Level Code Performance Optimization Framework
    IJCAI 2025 ·

    Jiameng Bai

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19. Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation
    ACL 2025 ·

    Mingxuan Xia

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20. RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis
    ACL 2025 ·

    Pengzuo Wu

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21. Table as a Modality for Large Language Models
    NeurIPS 2025 ·

    Liyao Li

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22. Towards Reverse Engineering of Language Models: A Survey
    EMNLP 2025 ·

    Xinpeng Ti

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23. Towards Robust Incremental Learning Under Ambiguous Supervision
    IJCAI 2025 ·

    Rui Wang

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24. A Separation and Alignment Framework for Black-Box Domain Adaptation
    AAAI 2024 ·

    Mingxuan Xia

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25. CORAL: Collaborative Automatic Labeling System based on Large Language Models
    VLDB 2024 ·

    Zhen Zhu

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26. DORY: Deliberative Prompt Recovery for LLM
    ACL 2024 ·

    Lirong Gao

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27. Data Contamination Calibration for Black-box LLMs
    ACL 2024 ·

    Wentao Ye

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28. Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection
    EMNLP 2024 ·

    Xiaomeng Hu

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29. Energy-based Automated Model Evaluation
    ICLR 2024 ·

    Ru Peng

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30. FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
    EMNLP 2024 ·

    Ruixuan Xiao

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31. Learning Geometry-Aware Representations for New Intent Discovery
    ACL 2024 ·

    Kai Tang

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32. Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild
    NeurIPS 2024 ·

    Jianan Yang

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33. On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
    ACL 2024 ·

    Lin Long

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34. Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation
    CVPR 2024 ·

    Lin Long

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35. RECOST: External Knowledge Guided Data-efficient Instruction Tuning
    ACL 2024 ·

    Qi Zhang

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36. Targeted Representation Alignment for Open-World Semi-Supervised Learning
    CVPR 2024 ·

    Ruixuan Xiao

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37. Towards Cross-Table Masked Pretraining for Web Data Mining
    WWW 2024 ·

    Chao Ye

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38. Unbiased Multi-Label Learning from Crowdsourced Annotations
    ICML 2024 ·

    Mingxuan Xia

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