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Vasant G. Honavar

14 papers at tracked venues · 10 at CORE A* · active 2024–2025

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Venues

ICLR ×3AAAI ×2EMNLP ×2ICML ×2NeurIPS ×2ACL ×1SDM ×1WSDM ×1

Frequent coauthors

Teng Xiao
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Huaisheng Zhu
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Weijieying Ren
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Erik Rauer
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Abhishek Dalvi
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Junjie Liang
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Papers

  1. Checking Consistency of CP-Theory Preferences in Polynomial Time
    AAAI 2025 ·
    Erik Rauer
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  2. DSPO: Direct Score Preference Optimization for Diffusion Model Alignment
    ICLR 2025 ·
    Huaisheng Zhu
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  3. DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction
    ACL 2025 ·
    Weijieying Ren
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  4. Hyperdimensional Representation Learning for Node Classification and Link Prediction
    WSDM 2025 ·
    Abhishek Dalvi
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  5. On a Connection Between Imitation Learning and RLHF
    ICLR 2025 ·
    Teng Xiao
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  6. Reinforcement Learning for Large Language Models via Group Preference Reward Shaping
    EMNLP 2025 ·
    Huaisheng Zhu
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  7. SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
    ICLR 2025 ·
    Teng Xiao
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  8. Simple Distillation for One-Step Diffusion Models
    NeurIPS 2025 ·
    Huaisheng Zhu
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  9. Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
    NeurIPS 2024 ·
    Teng Xiao
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  10. Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
    ICML 2024 ·
    Teng Xiao
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  11. EsaCL: An Efficient Continual Learning Algorithm
    SDM 2024 ·
    Weijieying Ren
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  12. How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
    EMNLP 2024 ·
    Teng Xiao
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  13. Inducing Clusters Deep Kernel Gaussian Process for Longitudinal Data
    AAAI 2024 ·
    Junjie Liang
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  14. TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules
    ICML 2024 ·
    Weijieying Ren
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