PPaperPicks

Qianli Ma

South China University of Technology, Guangzhou, China

17 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9356-2883 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×4ICML ×3AAAI ×2ICLR ×2SIGKDD ×2EMNLP ×1ICDE ×1NeurIPS ×1UAI ×1

Frequent coauthors

Junhao Zheng
×10
Zhen Liu
×7
Yicheng Luo
×6
Boyuan Li
×4
Binquan Wu
×3
Shengjie Qiu
×3
Huawen Feng
×3
Emadeldeen Eldele
×2
Min Wu
×2
Xidi Cai
×2
Zekun Yao
×2
Yucheng Wang
×1

Papers

  1. A Unified Shape-Aware Foundation Model for Time Series Classification
    AAAI 2026 ·
    Zhen Liu
    ,
    Yucheng Wang
    ,
    Boyuan Li
    ,
    Junhao Zheng
    ,
    Emadeldeen Eldele
    ,
    Min Wu
    , Qianli Ma
  2. Interest Entropy: Rethinking Contrastive Learning for Sequential Recommendation with Interest Uncertainty
    SIGKDD 2026 ·
    Binquan Wu
    ,
    Kun Zeng
    ,
    Yicheng Luo
    ,
    Junhao Zheng
    , Qianli Ma
  3. Look and Think: Efficient Multimodal Reasoning via Modality-Decoupled Compression
    ACL 2026 ·
    Xidi Cai
    ,
    Junhao Zheng
    ,
    Jingye Li
    ,
    Boyuan Li
    ,
    Shaowei Zhang
    , Qianli Ma
  4. Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series
    ICML 2025 ·
    Yicheng Luo
    ,
    Bowen Zhang
    ,
    Zhen Liu
    , Qianli Ma
  5. HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting
    ICML 2025 ·
    Boyuan Li
    ,
    Yicheng Luo
    ,
    Zhen Liu
    ,
    Junhao Zheng
    ,
    Jianming Lv
    , Qianli Ma
  6. Learning Soft Sparse Shapes for Efficient Time-Series Classification
    ICML 2025 ·
    Zhen Liu
    ,
    Yicheng Luo
    ,
    Boyuan Li
    ,
    Emadeldeen Eldele
    ,
    Min Wu
    , Qianli Ma
  7. Spurious Forgetting in Continual Learning of Language Models
    ICLR 2025 ·
    Junhao Zheng
    ,
    Xidi Cai
    ,
    Shengjie Qiu
    , Qianli Ma
  8. Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction
    ICLR 2025 ·
    Huawen Feng
    ,
    Zekun Yao
    ,
    Junhao Zheng
    , Qianli Ma
  9. Variational Learning of Gaussian Process Latent Variable Models through Stochastic Gradient Annealed Importance Sampling
    UAI 2025 ·
    Jian Xu
    ,
    Shian Du
    ,
    Junmei Yang
    , Qianli Ma,
    Delu Zeng
    ,
    John Paisley
  10. WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models
    ACL 2025 ·
    Huawen Feng
    ,
    Pu Zhao
    ,
    Qingfeng Sun
    ,
    Can Xu
    ,
    Fangkai Yang
    ,
    Lu Wang
    , Qianli Ma,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
    ,
    Qi Zhang
  11. Conditional Logical Message Passing Transformer for Complex Query Answering
    SIGKDD 2024 ·
    Chongzhi Zhang
    ,
    Zhiping Peng
    ,
    Junhao Zheng
    , Qianli Ma
  12. Diffusion Language-Shapelets for Semi-supervised Time-Series Classification
    AAAI 2024 ·
    Zhen Liu
    ,
    Wenbin Pei
    ,
    Disen Lan
    , Qianli Ma
  13. Improving Factual Consistency of News Summarization by Contrastive Preference Optimization
    EMNLP 2024 ·
    Huawen Feng
    ,
    Yan Fan
    ,
    Xiong Liu
    ,
    Ting-En Lin
    ,
    Zekun Yao
    ,
    Yuchuan Wu
    ,
    Fei Huang
    ,
    Yongbin Li
    , Qianli Ma
  14. Incremental Sequence Labeling: A Tale of Two Shifts
    ACL 2024 ·
    Shengjie Qiu
    ,
    Junhao Zheng
    ,
    Zhen Liu
    ,
    Yicheng Luo
    , Qianli Ma
  15. Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series
    NeurIPS 2024 ·
    Yicheng Luo
    ,
    Zhen Liu
    ,
    Linghao Wang
    ,
    Binquan Wu
    ,
    Junhao Zheng
    , Qianli Ma
  16. Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models
    ACL 2024 ·
    Junhao Zheng
    ,
    Shengjie Qiu
    , Qianli Ma
  17. When Multi-Behavior Meets Multi-Interest: Multi-Behavior Sequential Recommendation with Multi-Interest Self-Supervised Learning
    ICDE 2024 ·
    Binquan Wu
    ,
    Yu Cheng
    ,
    Haitao Yuan
    , Qianli Ma