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Changliang Zou

13 papers at tracked venues · 13 at CORE A* · active 2024–2025

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Venues

NeurIPS ×6ICLR ×3ICML ×3AAAI ×1

Frequent coauthors

Haojie Ren
×4
Yinjie Min
×3
Liuhua Peng
×3
Lin Lu
×2
Zhaojun Wang
×2
Yajie Bao
×2
Yuyang Huo
×2
Yinxu Jia
×2
Guanghui Wang
×2
Xiaoyang Wu
×1
Qian Peng
×1
Furong Xu
×1

Papers

  1. Conditional Testing based on Localized Conformal p-values
    ICLR 2025 ·
    Xiaoyang Wu
    ,
    Lin Lu
    ,
    Zhaojun Wang
    , Changliang Zou
  2. Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
    ICML 2025 ·
    Qian Peng
    ,
    Yajie Bao
    ,
    Haojie Ren
    ,
    Zhaojun Wang
    , Changliang Zou
  3. Enhancing Deep Batch Active Learning for Regression with Imperfect Data Guided Selection
    NeurIPS 2025 ·
    Yinjie Min
    ,
    Furong Xu
    ,
    Xinyao Li
    , Changliang Zou,
    Yongdao Zhou
  4. Error-quantified Conformal Inference for Time Series
    ICLR 2025 ·
    Junxi Wu
    ,
    Dongjian Hu
    ,
    Yajie Bao
    ,
    Shu-Tao Xia
    , Changliang Zou
  5. LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning
    ICLR 2025 ·
    Zhekai Du
    ,
    Yinjie Min
    ,
    Jingjing Li
    ,
    Ke Lu
    , Changliang Zou,
    Liuhua Peng
    ,
    Tingjin Chu
    ,
    Mingming Gong
  6. Personalized Federated Conformal Prediction with Localization
    NeurIPS 2025 ·
    Yinjie Min
    ,
    Chuchen Zhang
    ,
    Liuhua Peng
    , Changliang Zou
  7. e-GAI: e-value-based Generalized α-Investing for Online False Discovery Rate Control
    ICML 2025 ·
    Yifan Zhang
    ,
    Zijian Wei
    ,
    Haojie Ren
    , Changliang Zou
  8. ByMI: Byzantine Machine Identification with False Discovery Rate Control
    ICML 2024 ·
    Chengde Qian
    ,
    Mengyuan Wang
    ,
    Haojie Ren
    , Changliang Zou
  9. Conformalized Multiple Testing after Data-dependent Selection
    NeurIPS 2024 ·
    Xiaoning Wang
    ,
    Yuyang Huo
    ,
    Liuhua Peng
    , Changliang Zou
  10. Real-Time Selection Under General Constraints via Predictive Inference
    NeurIPS 2024 ·
    Yuyang Huo
    ,
    Lin Lu
    ,
    Haojie Ren
    , Changliang Zou
  11. Robust group and simultaneous inferences for high-dimensional single index model
    NeurIPS 2024 ·
    Weichao Yang
    ,
    Hongwei Shi
    ,
    Xu Guo
    , Changliang Zou
  12. Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation
    AAAI 2024 ·
    Hui Chen
    ,
    Yinxu Jia
    ,
    Guanghui Wang
    , Changliang Zou
  13. Zipper: Addressing Degeneracy in Algorithm-Agnostic Inference
    NeurIPS 2024 ·
    Geng Chen
    ,
    Yinxu Jia
    ,
    Guanghui Wang
    , Changliang Zou