PPaperPicks

Yanan Sun

Sichuan University, College of Computer Science, Chengdu, China

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

DBLP profile ↗ORCID 0000-0001-6374-1429 ↗Homepage ↗

Venues

GECCO ×6ICML ×3IJCAI ×3AAAI ×2ICCV ×2CIKM ×1CVPR ×1ECCV ×1FSE ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Yuqi Feng
×6
Jiahao Fan
×5
Aojun Lu
×4
Xiaotian Song
×4
Han Ji
×4
Tao Feng
×3
Hangjie Yuan
×3
Andy Song
×3
Stefano Cagnoni
×2
Ying Bi
×2
Yuwei Ou
×2
Sri Srinivasa Raju Modampuri
×1

Papers

  1. A Proxy-Guided Multi-Objective Framework for Configuration Optimization in Merging Large Language Models
    GECCO 2026 ·
    Sri Srinivasa Raju Modampuri
    ,
    Aojun Lu
    , Yanan Sun
  2. Adapt Before Continual Learning
    AAAI 2026 ·
    Aojun Lu
    ,
    Tao Feng
    ,
    Hangjie Yuan
    ,
    Chunhui Ding
    , Yanan Sun
  3. Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition
    GECCO 2026 ·
    Stefano Cagnoni
    ,
    Ying Bi
    , Yanan Sun
  4. LAS: Loss-less ANN-SNN Conversion for Fully Spike-Driven Large Language Models
    AAAI 2026 ·
    Long Chen
    ,
    Xiaotian Song
    , Yanan Sun
  5. When Fitness Is Cheap: Pareto-Based Evolutionary Optimisation for Lightweight Neural Architectures
    GECCO 2026 ·
    Jingyue Cong
    ,
    Kai Wei
    ,
    Yameng Peng
    , Yanan Sun,
    Andy Song
  6. CARL: Causality-Guided Architecture Representation Learning for an Interpretable Performance Predictor
    ICCV 2025 ·
    Han Ji
    ,
    Yuqi Feng
    ,
    Jiahao Fan
    , Yanan Sun
  7. Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition
    GECCO 2025 ·
    Stefano Cagnoni
    ,
    Ying Bi
    , Yanan Sun
  8. Evolving Comprehensive Proxies for Zero-Shot Neural Architecture Search
    GECCO 2025 ·
    Junhao Huang
    ,
    Bing Xue
    , Yanan Sun,
    Mengjie Zhang
  9. Loss Functions for Predictor-Based Neural Architecture Search
    ICCV 2025 ·
    Han Ji
    ,
    Yuqi Feng
    ,
    Jiahao Fan
    , Yanan Sun
  10. Prior Knowledge Guided Neural Architecture Generation
    ICML 2025 ·
    Jingrong Xie
    ,
    Han Ji
    , Yanan Sun
  11. Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective
    ICML 2025 ·
    Aojun Lu
    ,
    Hangjie Yuan
    ,
    Tao Feng
    , Yanan Sun
  12. Revisiting Long-Tailed Learning: Insights from an Architectural Perspective
    CIKM 2025 ·
    Yuhan Pan
    , Yanan Sun,
    Wei Gong
  13. Runtime Analysis of Evolutionary NAS for Multiclass Classification
    ICML 2025 ·
    Zeqiong Lv
    ,
    Chao Qian
    ,
    Yun Liu
    ,
    Jiahao Fan
    , Yanan Sun
  14. Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks
    GECCO 2025 ·
    Fergal Stapleton
    ,
    Daniel García-Núñez
    , Yanan Sun,
    Edgar Galván
  15. Vulnerable Data-Aware Adversarial Training
    NeurIPS 2025 ·
    Yuqi Feng
    ,
    Jiahao Fan
    , Yanan Sun
  16. Zero-cost Proxy for Adversarial Robustness Evaluation
    ICLR 2025 ·
    Yuqi Feng
    ,
    Yuwei Ou
    ,
    Jiahao Fan
    , Yanan Sun
  17. CAP: A Context-Aware Neural Predictor for NAS
    IJCAI 2024 ·
    Han Ji
    ,
    Yuqi Feng
    , Yanan Sun
  18. Evolutionary Multi-objective Optimization for Contextual Adversarial Example Generation
    FSE 2024 ·
    Shasha Zhou
    ,
    Mingyu Huang
    , Yanan Sun,
    Ke Li
  19. Generalizable Symbolic Optimizer Learning
    ECCV 2024 ·
    Xiaotian Song
    ,
    Peng Zeng
    , Yanan Sun,
    Andy Song
  20. One-step Spiking Transformer with a Linear Complexity
    IJCAI 2024 ·
    Xiaotian Song
    ,
    Andy Song
    ,
    Rong Xiao
    , Yanan Sun
  21. Revisiting Neural Networks for Continual Learning: An Architectural Perspective
    IJCAI 2024 ·
    Aojun Lu
    ,
    Tao Feng
    ,
    Hangjie Yuan
    ,
    Xiaotian Song
    , Yanan Sun
  22. Towards Accurate and Robust Architectures via Neural Architecture Search
    CVPR 2024 ·
    Yuwei Ou
    ,
    Yuqi Feng
    , Yanan Sun