PPaperPicks

Xiaoli Li

A*Star, Institute for Infocomm Research, Singapore

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

DBLP profile ↗ORCID 0000-0002-0762-6562 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×5ACL ×3EMNLP ×3NeurIPS ×3ICML ×2SIGKDD ×2AAMAS ×1ECAI ×1ECCV ×1IROS ×1SIGMOD ×1WACV ×1

Frequent coauthors

Min Wu
×7
Zhenghua Chen
×6
Ru Li
×5
Chandan Gautam
×3
Savitha Ramasamy
×3
Jiye Liang
×3
Jeff Z. Pan
×3
Yuan Fang
×3
Yucheng Wang
×3
Zhiguang Cao
×2
Senthilnath Jayavelu
×2
Fuyuan Cao
×2

Papers

  1. Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation
    AAAI 2026 ·
    Jianghan Zhu
    ,
    Yaoxin Wu
    ,
    Zhuoyi Lin
    ,
    Zhengyuan Zhang
    ,
    Haiyan Yin
    ,
    Zhiguang Cao
    ,
    Senthilnath Jayavelu
    , Xiaoli Li
  2. CVRH: Cross-modal Variational Role Hypergraph Network via Semantic Enhancement for Multi-modal Event Argument Extraction
    ACL 2026 ·
    Bangze Pan
    ,
    Yang Li
    ,
    Ruili Pu
    ,
    Suge Wang
    ,
    Jian Liao
    ,
    Jianxing Zheng
    , Xiaoli Li,
    Deyu Li
  3. PITE: Multi-Prototype Alignment for Individual Treatment Effect Estimation
    AAAI 2026 ·
    Fuyuan Cao
    ,
    Jiaxuan Zhang
    , Xiaoli Li
  4. TGCD: A Framework for Generalized Category Discovery in Time-Series Data
    AAAI 2026 ·
    Chandan Gautam
    ,
    Lew Choon Hean
    ,
    Ankit Das
    , Xiaoli Li,
    Savitha Ramasamy
  5. Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation
    SIGKDD 2025 ·
    Peiliang Gong
    ,
    Mohamed Ragab
    ,
    Min Wu
    ,
    Zhenghua Chen
    ,
    Yongyi Su
    , Xiaoli Li,
    Daoqiang Zhang
  6. Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation
    ICML 2025 ·
    Jiaxuan Zhang
    ,
    Emadeldeen Eldele
    ,
    Fuyuan Cao
    ,
    Yang Wang
    , Xiaoli Li,
    Jiye Liang
  7. Decomposing and Revising What Language Models Generate
    ECAI 2025 ·
    Zhichao Yan
    ,
    Jiaoyan Chen
    ,
    Jiapu Wang
    , Xiaoli Li,
    Ru Li
    ,
    Jeff Z. Pan
  8. Enhancing Sub-Optimal Trajectory Stitching: Spatial Composition RvS for Offline RL
    AAMAS 2025 ·
    Sheng Zang
    ,
    Zhiguang Cao
    ,
    Bo An
    ,
    Senthilnath Jayavelu
    , Xiaoli Li
  9. Learning to Identify Seen, Unseen and Unknown in the Open World: A Practical Setting for Zero-Shot Learning
    WACV 2025 ·
    Sethupathy Parameswaran
    ,
    Yuan Fang
    ,
    Chandan Gautam
    ,
    Savitha Ramasamy
    , Xiaoli Li
  10. NEXT: A New Secondary Index Framework for LSM-based Data Storage
    SIGMOD 2025 ·
    Jiachen Shi
    ,
    Jingyi Yang
    ,
    Gao Cong
    , Xiaoli Li
  11. Reconciling Geospatial Prediction and Retrieval via Sparse Representations
    NeurIPS 2025 ·
    Yi Li
    ,
    Yuanlong Chen
    ,
    Weiming Huang
    , Xiaoli Li,
    Gao Cong
  12. Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation
    SIGKDD 2025 ·
    Peiliang Gong
    ,
    Yucheng Wang
    ,
    Min Wu
    ,
    Zhenghua Chen
    , Xiaoli Li,
    Daoqiang Zhang
  13. A Low-Texture Robust Hybrid Feature Based Visual Odometry
    IROS 2024 ·
    He Wang
    ,
    Qi Zhang
    ,
    Zhiwen Zheng
    , Xiaoli Li,
    Hongye Tan
    ,
    Ru Li
  14. AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization
    ACL 2024 ·
    Yunxiao Zhao
    ,
    Zhiqiang Wang
    , Xiaoli Li,
    Jiye Liang
    ,
    Ru Li
  15. Class Name Guided Out-of-Scope Intent Classification
    EMNLP 2024 ·
    Chandan Gautam
    ,
    Sethupathy Parameswaran
    ,
    Aditya Kane
    ,
    Yuan Fang
    ,
    Savitha Ramasamy
    ,
    Suresh Sundaram
    ,
    Sunil Sahu
    , Xiaoli Li
  16. Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs
    EMNLP 2024 ·
    Liu Ran
    ,
    Zhongzhou Liu
    , Xiaoli Li,
    Yuan Fang
  17. Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data
    AAAI 2024 ·
    Yucheng Wang
    ,
    Yuecong Xu
    ,
    Jianfei Yang
    ,
    Min Wu
    , Xiaoli Li,
    Lihua Xie
    ,
    Zhenghua Chen
  18. Generative Semi-supervised Graph Anomaly Detection
    NeurIPS 2024 ·
    Hezhe Qiao
    ,
    Qingsong Wen
    , Xiaoli Li,
    Ee-Peng Lim
    ,
    Guansong Pang
  19. Graph-Aware Contrasting for Multivariate Time-Series Classification
    AAAI 2024 ·
    Yucheng Wang
    ,
    Yuecong Xu
    ,
    Jianfei Yang
    ,
    Min Wu
    , Xiaoli Li,
    Lihua Xie
    ,
    Zhenghua Chen
  20. Inference Helps PLMs' Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs
    EMNLP 2024 ·
    Juncai Li
    ,
    Ru Li
    , Xiaoli Li,
    Qinghua Chai
    ,
    Jeff Z. Pan
  21. InstructEd: Soft-Instruction Tuning for Model Editing with Hops
    ACL 2024 ·
    Xiaoqi Han
    ,
    Ru Li
    , Xiaoli Li,
    Jiye Liang
    ,
    Zifang Zhang
    ,
    Jeff Z. Pan
  22. LPViT: Low-Power Semi-structured Pruning for Vision Transformers
    ECCV 2024 ·
    Kaixin Xu
    ,
    Zhe Wang
    ,
    Chunyun Chen
    ,
    Xue Geng
    ,
    Jie Lin
    ,
    Xulei Yang
    ,
    Min Wu
    , Xiaoli Li,
    Weisi Lin
  23. Reinforced Cross-Domain Knowledge Distillation on Time Series Data
    NeurIPS 2024 ·
    Qing Xu
    ,
    Min Wu
    , Xiaoli Li,
    Kezhi Mao
    ,
    Zhenghua Chen
  24. TSLANet: Rethinking Transformers for Time Series Representation Learning
    ICML 2024 ·
    Emadeldeen Eldele
    ,
    Mohamed Ragab
    ,
    Zhenghua Chen
    ,
    Min Wu
    , Xiaoli Li