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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
×8
Huaisheng Zhu
×6
Weijieying Ren
×4
Yige Yuan
×4
Mingxiao Li
×4
Zhimeng Guo
×3
Zhengyu Chen
×2
Siyuan Xu
×2
Hangfan Zhang
×2
Shijie Zhou
×2
Erik Rauer
×1
Samik Basu
×1

Papers

  1. Checking Consistency of CP-Theory Preferences in Polynomial Time
    AAAI 2025 ·
    Erik Rauer
    ,
    Samik Basu
    , Vasant G. Honavar
  2. DSPO: Direct Score Preference Optimization for Diffusion Model Alignment
    ICLR 2025 ·
    Huaisheng Zhu
    ,
    Teng Xiao
    , Vasant G. Honavar
  3. DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction
    ACL 2025 ·
    Weijieying Ren
    ,
    Tianxiang Zhao
    ,
    Lei Wang
    ,
    Tianchun Wang
    , Vasant G. Honavar
  4. Hyperdimensional Representation Learning for Node Classification and Link Prediction
    WSDM 2025 ·
    Abhishek Dalvi
    , Vasant G. Honavar
  5. On a Connection Between Imitation Learning and RLHF
    ICLR 2025 ·
    Teng Xiao
    ,
    Yige Yuan
    ,
    Mingxiao Li
    ,
    Zhengyu Chen
    , Vasant G. Honavar
  6. Reinforcement Learning for Large Language Models via Group Preference Reward Shaping
    EMNLP 2025 ·
    Huaisheng Zhu
    ,
    Siyuan Xu
    ,
    Hangfan Zhang
    ,
    Teng Xiao
    ,
    Zhimeng Guo
    ,
    Shijie Zhou
    ,
    Shuyue Hu
    , Vasant G. Honavar
  7. SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
    ICLR 2025 ·
    Teng Xiao
    ,
    Yige Yuan
    ,
    Zhengyu Chen
    ,
    Mingxiao Li
    ,
    Shangsong Liang
    ,
    Zhaochun Ren
    , Vasant G. Honavar
  8. Simple Distillation for One-Step Diffusion Models
    NeurIPS 2025 ·
    Huaisheng Zhu
    ,
    Teng Xiao
    ,
    Shijie Zhou
    ,
    Zhimeng Guo
    ,
    Hangfan Zhang
    ,
    Siyuan Xu
    , Vasant G. Honavar
  9. Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
    NeurIPS 2024 ·
    Teng Xiao
    ,
    Yige Yuan
    ,
    Huaisheng Zhu
    ,
    Mingxiao Li
    , Vasant G. Honavar
  10. Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
    ICML 2024 ·
    Teng Xiao
    ,
    Huaisheng Zhu
    ,
    Zhiwei Zhang
    ,
    Zhimeng Guo
    ,
    Charu C. Aggarwal
    ,
    Suhang Wang
    , Vasant G. Honavar
  11. EsaCL: An Efficient Continual Learning Algorithm
    SDM 2024 ·
    Weijieying Ren
    , Vasant G. Honavar
  12. How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
    EMNLP 2024 ·
    Teng Xiao
    ,
    Mingxiao Li
    ,
    Yige Yuan
    ,
    Huaisheng Zhu
    ,
    Chao Cui
    , Vasant G. Honavar
  13. Inducing Clusters Deep Kernel Gaussian Process for Longitudinal Data
    AAAI 2024 ·
    Junjie Liang
    ,
    Weijieying Ren
    ,
    Hanifi Sahar
    , Vasant G. Honavar
  14. TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules
    ICML 2024 ·
    Weijieying Ren
    ,
    Xiaoting Li
    ,
    Huiyuan Chen
    ,
    Vineeth Rakesh
    ,
    Zhuoyi Wang
    ,
    Mahashweta Das
    , Vasant G. Honavar