Tianyi Chen

Venues

Frequent coauthors

Papers

1. Divo: Learning a Stable and Effective Query Optimizer with a Diverse Workload
   SIGMOD 2026 · Tianyi Chen
2. Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis
   AAAI 2026 ·

   Kai Tang

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3. ProCrop: Learning Aesthetic Image Cropping from Professional Compositions
   AAAI 2026 ·

   Ke Zhang

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4. Toward A Digital Twin of U.S. Congress
   ACL 2026 ·

   Hayden S. Helm

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5. 3DHumanEdit: Multi-modal Body Part-aware Conditioning Information Integration for 3D Human Manipulation
   AAAI 2025 ·

   Feifan Xu

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6. AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models
   CVPR 2025 ·

   Run He

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7. Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic data
   NeurIPS 2025 · Tianyi Chen
8. Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression
   CVPR 2025 ·

   Xiaoyi Qu

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9. Beyond Value Functions: Single-Loop Bilevel Optimization under Flatness Conditions
   NeurIPS 2025 ·

   Liuyuan Jiang

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10. DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs
    ICML 2025 ·

    Jongwoo Ko

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11. Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance
    ICML 2025 ·

    Lisha Chen

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12. Endo-CLIP: Progressive Self-supervised Pre-training on Raw Colonoscopy Records
    MICCAI 2025 ·

    Yili He

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13. Generalizable Humanoid Manipulation with 3D Diffusion Policies
    IROS 2025 ·

    Yanjie Ze

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14. On the Robustness of GUI Grounding Models Against Image Attacks
    CVPR 2025 ·

    Haoren Zhao

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15. Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints
    AISTATS 2025 ·

    Spencer Hutchinson

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16. Q-DISCO: Query-Centric Densest Subgraphs in Networks with Opinion Information
    WSDM 2025 · Tianyi Chen
17. ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents
    NeurIPS 2025 ·

    Zhenyu Zhang

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18. SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
    ICLR 2025 ·

    Han Shen

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19. SpotDiff: Spatial Gene Expression Imputation Diffusion with Single-Cell RNA Sequencing Data Integration
    AAAI 2025 · Tianyi Chen
20. Unlocking Global Optimality in Bilevel Optimization: A Pilot Study
    ICLR 2025 ·

    Quan Xiao

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21. Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering
    NeurIPS 2025 ·

    Yangfu Li

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22. WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models
    ACL 2025 ·

    Zheng Hui

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23. Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation
    CIKM 2024 · Tianyi Chen
24. AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing
    CVPR 2024 ·

    Fan Yang

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25. CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering
    ECCV 2024 ·

    Haidong Zhu

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26. DREAM: Diffusion Rectification and Estimation-Adaptive Models
    CVPR 2024 ·

    Jinxin Zhou

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27. DistiLLM: Towards Streamlined Distillation for Large Language Models
    ICML 2024 ·

    Jongwoo Ko

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28. GLO: Towards Generalized Learned Query Optimization
    ICDE 2024 · Tianyi Chen
29. ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots
    IROS 2024 ·

    Zhixuan Xu

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30. Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF
    ICML 2024 ·

    Han Shen

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31. RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention
    AAAI 2024 ·

    Xue Wen

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32. The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract)
    AAAI 2024 · Tianyi Chen