Giunchiglia, Fausto

18 publications

AAAI 2025 A Simple Graph Contrastive Learning Framework for Short Text Classification Yonghao Liu, Fausto Giunchiglia, Lan Huang, Ximing Li, Xiaoyue Feng, Renchu Guan

AAAI 2025 Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning Yonghao Liu, Mengyu Li, Wei Pang, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng, Renchu Guan

NeurIPS 2025 Graph Few-Shot Learning via Adaptive Spectrum Experts and Cross-Set Distribution Calibration Yonghao Liu, Yajun Wang, Chunli Guo, Wei Pang, Ximing Li, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan

AAAI 2024 Improved Graph Contrastive Learning for Short Text Classification Yonghao Liu, Lan Huang, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan

IJCAI 2024 Resolving Word Vagueness with Scenario-Guided Adapter for Natural Language Inference Yonghao Liu, Mengyu Li, Di Liang, Ximing Li, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng, Renchu Guan

AAAI 2024 TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification Rui Song, Fausto Giunchiglia, Yingji Li, Mingjie Tian, Hao Xu

ICLR 2023 Concept-Level Debugging of Part-Prototype Networks Andrea Bontempelli, Stefano Teso, Katya Tentori, Fausto Giunchiglia, Andrea Passerini

IJCAI 2023 Local and Global: Temporal Question Answering via Information Fusion Yonghao Liu, Di Liang, Mengyu Li, Fausto Giunchiglia, Ximing Li, Sirui Wang, Wei Wu, Lan Huang, Xiaoyue Feng, Renchu Guan

IJCAI 2022 Federated Multi-Task Attention for Cross-Individual Human Activity Recognition Qiang Shen, Haotian Feng, Rui Song, Stefano Teso, Fausto Giunchiglia, Hao Xu

NeurIPS 2021 Interactive Label Cleaning with Example-Based Explanations Stefano Teso, Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini

IJCAI 2020 Learning in the Wild with Incremental Skeptical Gaussian Processes Andrea Bontempelli, Stefano Teso, Fausto Giunchiglia, Andrea Passerini

IJCAI 2017 Understanding and Exploiting Language Diversity Fausto Giunchiglia, Khuyagbaatar Batsuren, Gábor Bella

CVPR 2012 (Unseen) Event Recognition via Semantic Compositionality Julian Stöttinger, Jasper R. R. Uijlings, Anand K. Pandey, Nicu Sebe, Fausto Giunchiglia

AAAI 1996 Computing Abstraction Hierarchies by Numerical Simulation Alan Bundy, Fausto Giunchiglia, Roberto Sebastiani, Toby Walsh

IJCAI 1993 Non-Omniscient Belief as Context-Based Resoning Fausto Giunchiglia, Luciano Serafini, Enrico Giunchiglia, Marcello Frixione

IJCAI 1991 Reflective Reasoning with and Between a Declarative Metatheory and the Implementation Code Fausto Giunchiglia, Paolo Traverso

IJCAI 1989 Abstract Theorem Proving Fausto Giunchiglia, Toby Walsh

IJCAI 1983 Some Basic Mechanisms for Common Sense Reasoning About Stories Environments Giovanni Adorni, Mauro Di Manzo, Fausto Giunchiglia