Shuo Yang

Venues

Frequent coauthors

Papers

1. AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin
   AAAI 2026 · Shuo Yang
2. EVOTOOL: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection
   ACL 2026 · Shuo Yang
3. GenomeQA: Benchmarking General Large Language Models for Genome Sequence Understanding
   ACL 2026 ·

   Weicai Long

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4. Look-Back: Implicit Visual Re-focusing in MLLM Reasoning
   AAAI 2026 · Shuo Yang
5. Next Patch Prediction for AutoRegressive Visual Generation
   AAAI 2026 ·

   Yatian Pang

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6. SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation
   ACL 2026 · Shuo Yang
7. SPARK: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning
   ACL 2026 ·

   Jinyang Wu

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8. CURE: Controlled Unlearning for Robust Embeddings - Mitigating Conceptual Shortcuts in Pre-Trained Language Models
   EMNLP 2025 ·

   Aysenur Kocak

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9. CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step
   NeurIPS 2025 ·

   Zheyuan Liu

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10. Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs
    EMNLP 2025 · Shuo Yang
11. JOIG: Joint Optimization Model of Image Features and Constraint Geometry Fusion for Generalizable Gaussian
    ECAI 2025 · Shuo Yang
12. MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering
    ACL 2025 · Shuo Yang
13. METOR: A Unified Framework for Mutual Enhancement of Objects and Relationships in Open-vocabulary Video Visual Relationship Detection
    IJCAI 2025 ·

    Yongqi Wang

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14. Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract)
    AAAI 2025 · Shuo Yang
15. Neural networks on Symmetric Spaces of Noncompact Type
    ICLR 2025 ·

    Xuan Son Nguyen

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16. Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models
    EMNLP 2025 ·

    Zheyu Zhang

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17. PiCO: Peer Review in LLMs based on Consistency Optimization
    ICLR 2025 ·

    Kun-Peng Ning

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18. Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models
    ACL 2025 ·

    Chenchen Yuan

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19. RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting
    AAAI 2025 · Shuo Yang
20. Retrieval-LTV: Fine-Grained Transfer Learning for Lifetime Value Estimation in Large-Scale Industrial Retrieval
    CIKM 2025 ·

    Shirui Wang

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21. Revisiting the Index Construction of Proximity Graph-Based Approximate Nearest Neighbor Search
    VLDB 2025 · Shuo Yang
22. Robots with Attitude: Singularity-Free Quaternion-Based Model-Predictive Control for Agile Legged Robots
    ICRA 2025 ·

    Zixin Zhang

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23. SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification
    ICML 2025 · Shuo Yang
24. Trustworthy Robot Behavior Tree Generation Based on Multi-Source Heterogeneous Knowledge Graph
    ICRA 2025 ·

    Jianchao Yuan

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25. UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation
    CVPR 2025 ·

    Qihui Zhang

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26. Bridging the Gap: Unpacking the Hidden Challenges in Knowledge Distillation for Online Ranking Systems
    RecSys 2024 ·

    Nikhil Khani

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27. Enhancing Content-based Recommendation via Large Language Model
    CIKM 2024 ·

    Wentao Xu

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28. Large-scale Dataset Pruning with Dynamic Uncertainty
    CVPR 2024 ·

    Muyang He

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29. MPGNet: Learning Move-Push-Grasping Synergy for Target-Oriented Grasping in Occluded Scenes
    IROS 2024 ·

    Dayou Li

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30. Matrix Manifold Neural Networks++
    ICLR 2024 ·

    Xuan Son Nguyen

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31. Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction
    WSDM 2024 ·

    Yakun Wang

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32. P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models
    ACL 2024 · Shuo Yang