VPALG: Paper-publication Prediction with Graph Neural Networks. - Renchu Guan; Yonghao Liu 001; Xiaoyue Feng; Ximing Li 002 (CIKM, 2021)

Deep Attention Diffusion Graph Neural Networks for Text Classification. - Yonghao Liu 001; Renchu Guan; Fausto Giunchiglia; Yanchun Liang 001; Xiaoyue Feng (EMNLP (1), 2021)

Few-shot Node Classification on Attributed Networks with Graph Meta-learning. - Yonghao Liu 001; Mengyu Li; Ximing Li 002; Fausto Giunchiglia; Xiaoyue Feng; Renchu Guan (SIGIR, 2022)

Local and Global: Temporal Question Answering via Information Fusion. - Yonghao Liu 001; Di Liang; Mengyu Li; Fausto Giunchiglia; Ximing Li 002; Sirui Wang; Wei Wu; Lan Huang 002; Xiaoyue Feng; Renchu Guan (IJCAI, 2023)

Improved Graph Contrastive Learning for Short Text Classification. - Yonghao Liu 001; Lan Huang 002; Fausto Giunchiglia; Xiaoyue Feng; Renchu Guan (AAAI, 2024)

Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference. - Yonghao Liu 001; Mengyu Li; Di Liang; Ximing Li 002; Fausto Giunchiglia; Lan Huang 002; Xiaoyue Feng; Renchu Guan (IJCAI, 2024)

A Simple but Effective Approach for Unsupervised Few-Shot Graph Classification. - Yonghao Liu 001; Lan Huang 002; Bowen Cao; Ximing Li 002; Fausto Giunchiglia; Xiaoyue Feng; Renchu Guan (WWW, 2024)

Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification. - Mengyu Li; Yonghao Liu 001; Fausto Giunchiglia; Xiaoyue Feng; Renchu Guan (CoRR, 2024)

Meta-GPS++: Enhancing Graph Meta-Learning with Contrastive Learning and Self-Training. - Yonghao Liu 001; Mengyu Li; Ximing Li 002; Lan Huang 002; Fausto Giunchiglia; Yanchun Liang 001; Xiaoyue Feng; Renchu Guan (ACM Trans. Knowl. Discov. Data, 2024)

A Simple Graph Contrastive Learning Framework for Short Text Classification. - Yonghao Liu 001; Fausto Giunchiglia; Lan Huang 002; Ximing Li 002; Xiaoyue Feng; Renchu Guan (AAAI, 2025)

Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning. - Yonghao Liu 001; Mengyu Li; Wei Pang 001; Fausto Giunchiglia; Lan Huang 002; Xiaoyue Feng; Renchu Guan (AAAI, 2025)

Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport. - Yonghao Liu 001; Fausto Giunchiglia; Ximing Li 002; Lan Huang 002; Xiaoyue Feng; Renchu Guan (KDD (1), 2025)

Dual-level Mixup for Graph Few-shot Learning with Fewer Tasks. - Yonghao Liu 001; Mengyu Li; Fausto Giunchiglia; Lan Huang 002; Ximing Li 002; Xiaoyue Feng; Renchu Guan (WWW, 2025)