PPaperPicks

Ziyue Li

Technical University of Munich, Germany

17 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4983-9352 ↗Homepage ↗

Venues

AAAI ×3IJCAI ×3AAMAS ×2ICDE ×2NeurIPS ×2AISTATS ×1ECCV ×1EMNLP ×1ICML ×1SIGKDD ×1

Frequent coauthors

Qianxiong Xu
DBLP profile ↗ORCID search ↗
×4
Chenxi Liu
DBLP profile ↗ORCID search ↗
×3
Jiexia Ye
DBLP profile ↗ORCID search ↗
×2
Xinqi Du
DBLP profile ↗ORCID search ↗
×1
Xiaochuan Gou
DBLP profile ↗ORCID search ↗
×1
Jingqing Ruan
DBLP profile ↗ORCID search ↗
×1
Jiaming Lu
DBLP profile ↗ORCID search ↗
×1
Zhishuai Li
DBLP profile ↗ORCID search ↗
×1
Hangyu Mao
DBLP profile ↗ORCID search ↗
×1
Yilun Kong
DBLP profile ↗ORCID search ↗
×1
Haoyuan Jiang
DBLP profile ↗ORCID search ↗
×1

Papers

  1. MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification
    AAAI 2026 ·
    Jiexia Ye
    DBLP profile ↗ORCID search ↗
  2. Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation
    ICDE 2025 ·
    Chenxi Liu
    DBLP profile ↗ORCID search ↗
  3. FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning (Extended Abstract)
    ICDE 2025 ·
    Xinqi Du
    DBLP profile ↗ORCID search ↗
  4. KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy
    AAAI 2025 ·
    Qianxiong Xu
    DBLP profile ↗ORCID search ↗
  5. MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning
    IJCAI 2025 ·
    Jiexia Ye
    DBLP profile ↗ORCID search ↗
  6. TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment
    AAAI 2025 ·
    Chenxi Liu
    DBLP profile ↗ORCID search ↗
  7. Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era
    IJCAI 2025 ·
    Chenxi Liu
    DBLP profile ↗ORCID search ↗
  8. TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents
    NeurIPS 2025 ·
    Xiaochuan Gou
    DBLP profile ↗ORCID search ↗
  9. Unlocking the Power of SAM 2 for Few-Shot Segmentation
    ICML 2025 ·
    Qianxiong Xu
    DBLP profile ↗ORCID search ↗
  10. CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control
    SIGKDD 2024 ·
    Jingqing Ruan
    DBLP profile ↗ORCID search ↗
  11. DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge
    AAMAS 2024 ·
    Jiaming Lu
    DBLP profile ↗ORCID search ↗
  12. Eliminating Feature Ambiguity for Few-Shot Segmentation
    ECCV 2024 ·
    Qianxiong Xu
    DBLP profile ↗ORCID search ↗
  13. Hybrid Mamba for Few-Shot Segmentation
    NeurIPS 2024 ·
    Qianxiong Xu
    DBLP profile ↗ORCID search ↗
  14. Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning
    AISTATS 2024 ·
    Zhishuai Li
    DBLP profile ↗ORCID search ↗
  15. PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning
    AAMAS 2024 ·
    Hangyu Mao
    DBLP profile ↗ORCID search ↗
  16. TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems
    EMNLP 2024 ·
    Yilun Kong
    DBLP profile ↗ORCID search ↗
  17. X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner
    IJCAI 2024 ·
    Haoyuan Jiang
    DBLP profile ↗ORCID search ↗