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Lan-Zhe Guo

20 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

IJCAI ×7ICML ×4AAAI ×2ACL ×2EMNLP ×1ICLR ×1NeurIPS ×1SIGKDD ×1WWW ×1

Frequent coauthors

Zhi Zhou
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Xiao-Wen Yang
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Shi-Yu Tian
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Jie-Jing Shao
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Zi-Jian Cheng
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Lin-Han Jia
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Jiaxuan Wang
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Zi-Kang Wang
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Song-Lin Lv
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Wen-Da Wei
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Jia Zhang
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Hao-Zhe Tan
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Papers

  1. Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling
    ACL 2026 ·
    Jiaxuan Wang
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  2. Multi-field Balance-aware Calibration of Predictions in Online Advertising
    WWW 2026 ·
    Zi-Kang Wang
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  3. Step Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models
    AAAI 2026 ·
    Xiao-Wen Yang
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  4. TabularMath: Understanding Math Reasoning over Tables with Large Language Models
    ACL 2026 ·
    Shi-Yu Tian
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  5. A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning
    NeurIPS 2025 ·
    Zhi Zhou
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  6. BMIP: Bi-directional Modality Interaction Prompt Learning for VLM
    IJCAI 2025 ·
    Song-Lin Lv
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  7. Breaking the Self-Evaluation Barrier: Reinforced Neuro-Symbolic Planning with Large Language Models
    IJCAI 2025 ·
    Jie-Jing Shao
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  8. CGI: Identifying Conditional Generative Models with Example Images
    IJCAI 2025 ·
    Zhi Zhou
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  9. Curriculum Abductive Learning for Mitigating Reasoning Shortcuts
    IJCAI 2025 ·
    Wen-Da Wei
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  10. D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
    IJCAI 2025 ·
    Jia Zhang
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  11. Fully Test-Time Adaptation for Feature Decrement in Tabular Data
    IJCAI 2025 ·
    Zi-Jian Cheng
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  12. Fully Test-time Adaptation for Tabular Data
    AAAI 2025 ·
    Zhi Zhou
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  13. Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models
    IJCAI 2025 ·
    Xiao-Wen Yang
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  14. TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments
    ICML 2025 ·
    Zi-Jian Cheng
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  15. VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning
    EMNLP 2025 ·
    Shi-Yu Tian
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  16. Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible
    ICML 2025 ·
    Lin-Han Jia
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  17. Vision-Language Model Selection and Reuse for Downstream Adaptation
    ICML 2025 ·
    Hao-Zhe Tan
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  18. DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection
    ICML 2024 ·
    Zhi Zhou
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  19. Offline Imitation Learning with Model-based Reverse Augmentation
    SIGKDD 2024 ·
    Jie-Jing Shao
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  20. Realistic Evaluation of Semi-supervised Learning Algorithms in Open Environments
    ICLR 2024 ·
    Lin-Han Jia
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