PPaperPicks

Shanshan Feng

A*STAR, Centre for Frontier AI Research, Singapore

16 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6161-9232 ↗

Venues

SIGKDD ×4AAAI ×3WWW ×3ACL ×1CIKM ×1ECML-PKDD ×1ICDE ×1ICML ×1IJCAI ×1

Frequent coauthors

Fan Li
×4
Yew Soon Ong
×4
Hao Wang
×3
Lisi Chen
×3
Shuo Shang
×3
Xinyu Zhang
×3
Xutao Li
×3
Xiao Yan
×2
Jiawei Jiang
×2
Kenghong Lin
×2
Zhuang Zhuang
×2
Heng Qi
×2

Papers

  1. AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters
    ACL 2026 ·
    Hao Luo
    ,
    Xiao Yan
    ,
    Xinyan Li
    ,
    Qiming Zeng
    ,
    Yuhao Lin
    , Shanshan Feng,
    Hao Wang
    ,
    Jiawei Jiang
  2. Communication-efficient Multi-Agent Reinforcement Learning with Spatiotemporal Information Hub
    AAAI 2026 ·
    Ling Ding
    ,
    Tianbai Lyu
    ,
    Zhiliang Bi
    ,
    Hao Wang
    , Shanshan Feng,
    Wei Yu
  3. Efficient Model-Agnostic Continual Learning for Next POI Recommendation
    ICDE 2026 ·
    Chenhao Wang
    , Shanshan Feng,
    Lisi Chen
    ,
    Fan Li
    ,
    Shuo Shang
  4. From Tokenizer Bias to Backbone Capability: A Controlled Study of LLMs for Time Series Forecasting
    SIGKDD 2026 ·
    Xinyu Zhang
    , Shanshan Feng,
    Xutao Li
    ,
    Kenghong Lin
    ,
    Fan Li
    ,
    Pengfei Jia
  5. Text-attributed Graph Condensation via Text Selection and Attribute Matching
    WWW 2026 ·
    Haowei Han
    ,
    Yuxiang Wang
    ,
    Guojia Wan
    ,
    Hao Wang
    , Shanshan Feng,
    Hao Huang
    ,
    Jiawei Jiang
    ,
    Xiao Yan
  6. Think2Go: Generative Next POI Recommendation with LLM Reasoning
    SIGKDD 2026 ·
    Zhuang Zhuang
    , Shanshan Feng,
    Hangwei Qian
    ,
    Mingqi Yang
    ,
    Heng Qi
    ,
    Yanming Shen
    ,
    Baocai Yin
  7. A Mixed-Curvature based Pre-training Paradigm for Multi-Task Vehicle Routing Solver
    ICML 2025 ·
    Suyu Liu
    ,
    Zhiguang Cao
    , Shanshan Feng,
    Yew-Soon Ong
  8. AsyncDSB: Schedule-Asynchronous Diffusion Schrödinger Bridge for Image Inpainting
    AAAI 2025 ·
    Zihao Han
    ,
    Baoquan Zhang
    ,
    Lisai Zhang
    , Shanshan Feng,
    Kenghong Lin
    ,
    Guotao Liang
    ,
    Yunming Ye
    ,
    Joeq
    ,
    Kola Ye
  9. Hyperbolic Multi-semantic Transition for Next POI Recommendation
    WWW 2025 ·
    Hongliang Qiao
    , Shanshan Feng,
    Min Zhou
    ,
    Wentao Li
    ,
    Fan Li
  10. MGSTDN: Multi-Granularity Spatial-Temporal Diffusion Network for Next POI Recommendation
    CIKM 2025 ·
    Zhuang Zhuang
    ,
    Haitao Yuan
    , Shanshan Feng,
    Heng Qi
    ,
    Yanming Shen
    ,
    Baocai Yin
  11. Category-based and Popularity-guided Video Game Recommendation: A Balance-oriented Framework
    WWW 2024 ·
    Xiping Li
    ,
    Jianghong Ma
    ,
    Kangzhe Liu
    , Shanshan Feng,
    Haijun Zhang
    ,
    Yutong Wang
  12. Diffusion Model in Normal Gathering Latent Space for Time Series Anomaly Detection
    ECML-PKDD 2024 ·
    Jiashu Han
    , Shanshan Feng,
    Min Zhou
    ,
    Xinyu Zhang
    ,
    Yew Soon Ong
    ,
    Xutao Li
  13. FRNet: Frequency-based Rotation Network for Long-term Time Series Forecasting
    SIGKDD 2024 ·
    Xinyu Zhang
    , Shanshan Feng,
    Jianghong Ma
    ,
    Huiwei Lin
    ,
    Xutao Li
    ,
    Yunming Ye
    ,
    Fan Li
    ,
    Yew Soon Ong
  14. KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding
    AAAI 2024 ·
    Zhen Chen
    ,
    Dalin Zhang
    , Shanshan Feng,
    Kaixuan Chen
    ,
    Lisi Chen
    ,
    Peng Han
    ,
    Shuo Shang
  15. LLMs Can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought
    IJCAI 2024 ·
    Zhuoxuan Jiang
    ,
    Haoyuan Peng
    , Shanshan Feng,
    Fan Li
    ,
    Dongsheng Li
  16. ROTAN: A Rotation-based Temporal Attention Network for Time-Specific Next POI Recommendation
    SIGKDD 2024 · Shanshan Feng,
    Feiyu Meng
    ,
    Lisi Chen
    ,
    Shuo Shang
    ,
    Yew Soon Ong