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

Rui Zhao
×13
Cheng Long
×8
Qianxiong Xu
×7
Hangyu Mao
×5
Jingqing Ruan
×4
Chenxi Liu
×3
Hao Miao
×3
Zhishuai Li
×3
Guosheng Lin
×3
Haoyuan Jiang
×3
Jiaming Lu
×3
Jiexia Ye
×2

Papers

  1. MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification
    AAAI 2026 ·
    Jiexia Ye
    ,
    Weiqi Zhang
    , Ziyue Li,
    Jia Li
    ,
    Fugee Tsung
  2. Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation
    ICDE 2025 ·
    Chenxi Liu
    ,
    Hao Miao
    ,
    Qianxiong Xu
    ,
    Shaowen Zhou
    ,
    Cheng Long
    ,
    Yan Zhao
    , Ziyue Li,
    Rui Zhao
  3. FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning (Extended Abstract)
    ICDE 2025 ·
    Xinqi Du
    , Ziyue Li,
    Cheng Long
    ,
    Yongheng Xing
    ,
    Philip S. Yu
    ,
    Hechang Chen
  4. KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy
    AAAI 2025 ·
    Qianxiong Xu
    ,
    Cheng Long
    , Ziyue Li,
    Sijie Ruan
    ,
    Rui Zhao
    ,
    Zhishuai Li
  5. MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning
    IJCAI 2025 ·
    Jiexia Ye
    ,
    Weiqi Zhang
    , Ziyue Li,
    Jia Li
    ,
    Meng Zhao
    ,
    Fugee Tsung
  6. TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment
    AAAI 2025 ·
    Chenxi Liu
    ,
    Qianxiong Xu
    ,
    Hao Miao
    ,
    Sun Yang
    ,
    Lingzheng Zhang
    ,
    Cheng Long
    , Ziyue Li,
    Rui Zhao
  7. Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era
    IJCAI 2025 ·
    Chenxi Liu
    ,
    Shaowen Zhou
    ,
    Qianxiong Xu
    ,
    Hao Miao
    ,
    Cheng Long
    , Ziyue Li,
    Rui Zhao
  8. TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents
    NeurIPS 2025 ·
    Xiaochuan Gou
    , Ziyue Li,
    Tian Lan
    ,
    Junpeng Lin
    ,
    Zhishuai Li
    ,
    Bingyu Zhao
    ,
    Chen Zhang
    ,
    Di Wang
    ,
    Xiangliang Zhang
  9. Unlocking the Power of SAM 2 for Few-Shot Segmentation
    ICML 2025 ·
    Qianxiong Xu
    ,
    Lanyun Zhu
    ,
    Xuanyi Liu
    ,
    Guosheng Lin
    ,
    Cheng Long
    , Ziyue Li,
    Rui Zhao
  10. CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control
    SIGKDD 2024 ·
    Jingqing Ruan
    , Ziyue Li,
    Hua Wei
    ,
    Haoyuan Jiang
    ,
    Jiaming Lu
    ,
    Xuantang Xiong
    ,
    Hangyu Mao
    ,
    Rui Zhao
  11. DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge
    AAMAS 2024 ·
    Jiaming Lu
    ,
    Jingqing Ruan
    ,
    Haoyuan Jiang
    , Ziyue Li,
    Hangyu Mao
    ,
    Rui Zhao
  12. Eliminating Feature Ambiguity for Few-Shot Segmentation
    ECCV 2024 ·
    Qianxiong Xu
    ,
    Guosheng Lin
    ,
    Chen Change Loy
    ,
    Cheng Long
    , Ziyue Li,
    Rui Zhao
  13. Hybrid Mamba for Few-Shot Segmentation
    NeurIPS 2024 ·
    Qianxiong Xu
    ,
    Xuanyi Liu
    ,
    Lanyun Zhu
    ,
    Guosheng Lin
    ,
    Cheng Long
    , Ziyue Li,
    Rui Zhao
  14. Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning
    AISTATS 2024 ·
    Zhishuai Li
    ,
    Yunhao Nie
    , Ziyue Li,
    Lei Bai
    ,
    Yisheng Lv
    ,
    Rui Zhao
  15. PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning
    AAMAS 2024 ·
    Hangyu Mao
    ,
    Rui Zhao
    , Ziyue Li,
    Zhiwei Xu
    ,
    Hao Chen
    ,
    Yiqun Chen
    ,
    Bin Zhang
    ,
    Zhen Xiao
    ,
    Junge Zhang
    ,
    Jiangjin Yin
  16. TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems
    EMNLP 2024 ·
    Yilun Kong
    ,
    Jingqing Ruan
    ,
    Yihong Chen
    ,
    Bin Zhang
    ,
    Tianpeng Bao
    ,
    Shiwei Shi
    ,
    Du Qing
    ,
    Xiaoru Hu
    ,
    Hangyu Mao
    , Ziyue Li,
    Xingyu Zeng
    ,
    Rui Zhao
    ,
    Xueqian Wang
  17. X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner
    IJCAI 2024 ·
    Haoyuan Jiang
    , Ziyue Li,
    Hua Wei
    ,
    Xuantang Xiong
    ,
    Jingqing Ruan
    ,
    Jiaming Lu
    ,
    Hangyu Mao
    ,
    Rui Zhao