PPaperPicks

Guisong Liu

12 papers at tracked venues · 11 at CORE A* · active 2025–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×6SIGKDD ×2ACL ×1EMNLP ×1ICDE ×1WWW ×1

Frequent coauthors

Huaming Du
×4
Gang Kou
×4
Carl Yang
×4
Li Huang
×4
Qiang Gao
×4
Xueqin Chen
×4
Xiurui Xie
×3
Yu Zhao
×3
Yuning Yang
×2
Qiugang Zhan
×2
Yijie Huang
×2
Tao Gu
×2

Papers

  1. OASIS: Mitigating Harmful Fine-tuning Attacks on LLMs via Orthogonal and Adaptive Safety Alignment Strategy
    ACL 2026 ·
    Jiayu Tang
    ,
    Guowei Peng
    ,
    Qiuhao Xie
    ,
    Yuning Yang
    ,
    Xiurui Xie
    , Guisong Liu
  2. SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning
    AAAI 2026 ·
    Ran Tao
    ,
    Qiugang Zhan
    ,
    Shantian Yang
    ,
    Xiurui Xie
    ,
    Qi Tian
    , Guisong Liu
  3. Traceable Latent Variable Discovery Based on Multi-Agent Collaboration
    WWW 2026 ·
    Huaming Du
    ,
    Tao Hu
    ,
    Yijie Huang
    ,
    Yu Zhao
    , Guisong Liu,
    Tao Gu
    ,
    Gang Kou
    ,
    Carl Yang
  4. Transferable Graph Condensation from the Causal Perspective
    AAAI 2026 ·
    Huaming Du
    ,
    Yijie Huang
    ,
    Su Yao
    ,
    Yiying Wang
    ,
    Yueyang Zhou
    ,
    Jingwen Yang
    ,
    Jinshi Zhang
    ,
    Han Ji
    ,
    Yu Zhao
    , Guisong Liu,
    Hegui Zhang
    ,
    Carl Yang
    ,
    Gang Kou
  5. Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning
    AAAI 2025 ·
    Li Huang
    ,
    Haowen Liu
    ,
    Qiang Gao
    ,
    Jiajing Yu
    , Guisong Liu,
    Xueqin Chen
  6. Birds of a Feather: Enhancing Multimodal Fake News Detection Via Multi-Element Retrieval
    ICDE 2025 ·
    Xueqin Chen
    ,
    Xiaoyu Huang
    ,
    Qiang Gao
    ,
    Li Huang
    ,
    Jiajing Yu
    , Guisong Liu
  7. Causal Discovery through Synergizing Large Language Model and Data-Driven Reasoning
    SIGKDD 2025 ·
    Huaming Du
    ,
    Yujia Zheng
    ,
    Baoyu Jing
    ,
    Yu Zhao
    ,
    Gang Kou
    , Guisong Liu,
    Tao Gu
    ,
    Weimin Li
    ,
    Carl Yang
  8. Enhancing the Adversarial Robustness via Manifold Projection
    AAAI 2025 ·
    Zhiting Li
    ,
    Shibai Yin
    ,
    Tai-Xiang Jiang
    ,
    Yexun Hu
    ,
    Jia-Mian Wu
    ,
    Guowei Yang
    , Guisong Liu
  9. Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training
    EMNLP 2025 ·
    Huaming Du
    ,
    Lei Yuan
    ,
    Cancan Feng
    , Guisong Liu,
    Gang Kou
    ,
    Carl Yang
  10. Flexible Sharpness-Aware Personalized Federated Learning
    AAAI 2025 ·
    Xinda Xing
    ,
    Qiugang Zhan
    ,
    Xiurui Xie
    ,
    Yuning Yang
    ,
    Qiang Wang
    , Guisong Liu
  11. Progressive Dependency Representation Learning for Stock Ranking in Uncertain Risk Contrasting
    SIGKDD 2025 ·
    Li Huang
    ,
    Yanzhe Xie
    ,
    Qiang Gao
    ,
    Kunpeng Zhang
    , Guisong Liu,
    Xueqin Chen
  12. Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting
    AAAI 2025 ·
    Qiang Gao
    ,
    Zizheng Wang
    ,
    Li Huang
    ,
    Goce Trajcevski
    , Guisong Liu,
    Xueqin Chen