PPaperPicks

Fan Yang

11 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

AAAI ×2EACL ×2ACL ×1CIKM ×1ICLR ×1ICML ×1IJCAI ×1MSR ×1VLDB ×1

Frequent coauthors

Mengnan Du
×5
Guanchu Wang
×3
Ninghao Liu
×3
Kaixiong Zhou
×2
Haiyan Zhao
×2
Bo Shen
×2
Yu-Neng Chuang
×2
Chia-Yuan Chang
×2
Ruixiang Tang
×2
Shaochen Zhong
×2
Xuanting Cai
×2
Xia Hu
×2

Papers

  1. Catastrophic Forgetting in Kolmogorov-Arnold Networks
    AAAI 2026 ·
    Mohammad Marufur Rahman
    ,
    Guanchu Wang
    ,
    Kaixiong Zhou
    ,
    Minghan Chen
    , Fan Yang
  2. Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering
    EACL 2026 ·
    Haiyan Zhao
    ,
    Xuansheng Wu
    , Fan Yang,
    Bo Shen
    ,
    Ninghao Liu
    ,
    Mengnan Du
  3. FaithLM: Towards Faithful Explanations for Large Language Models
    EACL 2026 ·
    Yu-Neng Chuang
    ,
    Guanchu Wang
    ,
    Chia-Yuan Chang
    ,
    Ruixiang Tang
    ,
    Shaochen Zhong
    , Fan Yang,
    Andrew Wen
    ,
    Mengnan Du
    ,
    Xuanting Cai
    ,
    Vladimir Braverman
    ,
    Xia Hu
  4. RustXec: A Vulnerability Reproduction Dataset for Assessing Security Risks in Open-Source Rust Applications
    MSR 2026 ·
    Zhengjie Ji
    ,
    Xin Wang
    ,
    Lingxiang Wang
    ,
    Geng Li
    , Fan Yang,
    Ying Zhang
  5. Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution
    ICLR 2025 ·
    Haiyan Zhao
    ,
    Heng Zhao
    ,
    Bo Shen
    ,
    Ali Payani
    , Fan Yang,
    Mengnan Du
  6. Detection and Geographic Localization of Natural Objects in the Wild: A Case Study on Palms
    IJCAI 2025 ·
    Kangning Cui
    ,
    Rongkun Zhu
    ,
    Manqi Wang
    ,
    Wei Tang
    ,
    Gregory D. Larsen
    ,
    Victor Paúl Pauca
    ,
    Sarra M. Alqahtani
    , Fan Yang,
    David Segurado
    ,
    David A. Lutz
    ,
    Jean-Michel Morel
    ,
    Miles R. Silman
  7. Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages
    AAAI 2025 ·
    Zihao Li
    ,
    Yucheng Shi
    ,
    Zirui Liu
    , Fan Yang,
    Ali Payani
    ,
    Ninghao Liu
    ,
    Mengnan Du
  8. SAIL: A Voyage to Symbolic Approximation Solutions for Time-Series Analysis
    VLDB 2025 · Fan Yang,
    John Paparrizos
  9. Uncertainty Quantification for Multiple-Choice Questions is Just One-Token Deep
    CIKM 2025 ·
    Qingcheng Zeng
    ,
    Mingyu Jin
    ,
    Qinkai Yu
    ,
    Zhenting Wang
    ,
    Wenyue Hua
    ,
    Guangyan Sun
    ,
    Yanda Meng
    ,
    Shiqing Ma
    ,
    Qifan Wang
    ,
    Felix Juefei-Xu
    , Fan Yang,
    Kaize Ding
    ,
    Ruixiang Tang
    ,
    Yongfeng Zhang
  10. Enhancing Explainable Rating Prediction through Annotated Macro Concepts
    ACL 2024 ·
    Huachi Zhou
    ,
    Shuang Zhou
    ,
    Hao Chen
    ,
    Ninghao Liu
    , Fan Yang,
    Xiao Huang
  11. TVE: Learning Meta-attribution for Transferable Vision Explainer
    ICML 2024 ·
    Guanchu Wang
    ,
    Yu-Neng Chuang
    , Fan Yang,
    Mengnan Du
    ,
    Chia-Yuan Chang
    ,
    Shaochen Zhong
    ,
    Zirui Liu
    ,
    Zhaozhuo Xu
    ,
    Kaixiong Zhou
    ,
    Xuanting Cai
    ,
    Xia Hu