PPaperPicks

Fausto Giunchiglia

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

DBLP profile ↗ORCID 0000-0002-5903-6150 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×5ACL ×3WWW ×3ECAI ×1IJCAI ×1NeurIPS ×1SIGKDD ×1UbiComp/ISWC ×1

Frequent coauthors

Xiaoyue Feng
×10
Renchu Guan
×10
Yonghao Liu
×9
Ximing Li
×8
Lan Huang
×7
Hao Xu
×4
Mengyu Li
×4
Rui Song
×3
Yingji Li
×3
Wei Pang
×3
Jian Li
×1
Yiming Zhang
×1

Papers

  1. From Fake to Real: Mitigating Out-of-Distribution Bias in In-Context Learning via Feedback Supervision from Large Language Models
    ACL 2026 ·
    Rui Song
    ,
    Yingji Li
    ,
    Jian Li
    , Fausto Giunchiglia,
    Hao Xu
  2. SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction
    AAAI 2026 ·
    Yiming Zhang
    ,
    Baojia Han
    ,
    Ximing Li
    ,
    Wei Pang
    , Fausto Giunchiglia,
    Xiaoyue Feng
    ,
    Renchu Guan
  3. Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification
    WWW 2026 ·
    Mengyu Li
    ,
    Yonghao Liu
    , Fausto Giunchiglia,
    Ximing Li
    ,
    Xiaoyue Feng
    ,
    Renchu Guan
  4. Toward Robust In-Context Learning: Leveraging Out-of-distribution Proxies for Target Inaccessible Demonstration Retrieval
    ACL 2026 ·
    Hao Xu
    ,
    Rite Bo
    , Fausto Giunchiglia,
    Yingji Li
    ,
    Rui Song
  5. A Simple Graph Contrastive Learning Framework for Short Text Classification
    AAAI 2025 ·
    Yonghao Liu
    , Fausto Giunchiglia,
    Lan Huang
    ,
    Ximing Li
    ,
    Xiaoyue Feng
    ,
    Renchu Guan
  6. Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning
    AAAI 2025 ·
    Yonghao Liu
    ,
    Mengyu Li
    ,
    Wei Pang
    , Fausto Giunchiglia,
    Lan Huang
    ,
    Xiaoyue Feng
    ,
    Renchu Guan
  7. DiversityOne Open Challenge: Exploring People's Everyday Life Behavior with Mobile Data
    UbiComp/ISWC 2025 ·
    Andrea Bontempelli
    ,
    Matteo Busso
    ,
    Lakmal Meegahapola
    ,
    Amalia de Götzen
    , Fausto Giunchiglia,
    Daniel Gatica-Perez
  8. Dual-level Mixup for Graph Few-shot Learning with Fewer Tasks
    WWW 2025 ·
    Yonghao Liu
    ,
    Mengyu Li
    , Fausto Giunchiglia,
    Lan Huang
    ,
    Ximing Li
    ,
    Xiaoyue Feng
    ,
    Renchu Guan
  9. Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport
    SIGKDD 2025 ·
    Yonghao Liu
    , Fausto Giunchiglia,
    Ximing Li
    ,
    Lan Huang
    ,
    Xiaoyue Feng
    ,
    Renchu Guan
  10. Graph Few-Shot Learning via Adaptive Spectrum Experts and Cross-Set Distribution Calibration
    NeurIPS 2025 ·
    Yonghao Liu
    ,
    Yajun Wang
    ,
    Chunli Guo
    ,
    Wei Pang
    ,
    Ximing Li
    , Fausto Giunchiglia,
    Xiaoyue Feng
    ,
    Renchu Guan
  11. A Simple but Effective Approach for Unsupervised Few-Shot Graph Classification
    WWW 2024 ·
    Yonghao Liu
    ,
    Lan Huang
    ,
    Bowen Cao
    ,
    Ximing Li
    , Fausto Giunchiglia,
    Xiaoyue Feng
    ,
    Renchu Guan
  12. Ancient Chinese Glyph Identification Powered by Radical Semantics
    ACL 2024 ·
    Yang Chi
    , Fausto Giunchiglia,
    Chuntao Li
    ,
    Hao Xu
  13. Big-Thick Data Generation via Reference and Personal Context Unification
    ECAI 2024 · Fausto Giunchiglia,
    Xiaoyue Li
  14. Improved Graph Contrastive Learning for Short Text Classification
    AAAI 2024 ·
    Yonghao Liu
    ,
    Lan Huang
    , Fausto Giunchiglia,
    Xiaoyue Feng
    ,
    Renchu Guan
  15. Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference
    IJCAI 2024 ·
    Yonghao Liu
    ,
    Mengyu Li
    ,
    Di Liang
    ,
    Ximing Li
    , Fausto Giunchiglia,
    Lan Huang
    ,
    Xiaoyue Feng
    ,
    Renchu Guan
  16. TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification
    AAAI 2024 ·
    Rui Song
    , Fausto Giunchiglia,
    Yingji Li
    ,
    Mingjie Tian
    ,
    Hao Xu