A Sequential Graph Neural Network for Short Text Classification. - Ke Zhao; Lan Huang 002; Rui Song 008; Qiang Shen 005; Hao Xu 012 (Algorithms, 2021)

Topological Regularization for Graph Neural Networks Augmentation. - Rui Song 008; Fausto Giunchiglia; Ke Zhao; Hao Xu 012 (CoRR, 2021)

Label Mask for Multi-Label Text Classification. - Rui Song 008; Xingbing Chen; Zelong Liu; Haining An; Zhiqi Zhang; Xiaoguang Wang; Hao Xu 012 (CoRR, 2021)

A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction. - Lida Shi; Fausto Giunchiglia; Rui Song 008; Daqian Shi; Tongtong Liu; Xiaolei Diao; Hao Xu 012 (EMNLP, 2022)

Federated Multi-Task Attention for Cross-Individual Human Activity Recognition. - Qiang Shen 005; Haotian Feng; Rui Song 008; Stefano Teso; Fausto Giunchiglia; Hao Xu 012 (IJCAI, 2022)

A Multitask Learning Framework for Abuse Detection and Emotion Classification. - Yucheng Huang; Rui Song 008; Fausto Giunchiglia; Hao Xu 012 (Algorithms, 2022)

Graph topology enhancement for text classification. - Rui Song 008; Fausto Giunchiglia; Ke Zhao; Mingjie Tian; Hao Xu 012 (Appl. Intell., 2022)

DynHEN: A heterogeneous network model for dynamic bipartite graph representation learning. - Zhezhe Xing; Rui Song 008; Yun Teng; Hao Xu 012 (Neurocomputing, 2022)

MEduKG: A Deep-Learning-Based Approach for Multi-Modal Educational Knowledge Graph Construction. - Nan Li; Qiang Shen 005; Rui Song 008; Yang Chi; Hao Xu 012 (Inf., 2022)

A Multi-Granular Aggregation-Enhanced Knowledge Graph Representation for Recommendation. - Xi Liu; Rui Song 008; Yuhang Wang; Hao Xu 012 (Inf., 2022)

Improving Abusive Language Detection with online interaction network. - Rui Song 008; Fausto Giunchiglia; Qiang Shen 005; Nan Li; Hao Xu 012 (Inf. Process. Manag., 2022)

Personalized multi-task attention for multimodal mental health detection and explanation. - Donglei Song; Qiang Shen 005; Haotian Feng; Rui Song 008; Fausto Giunchiglia; Hao Xu 012 (CogSci, 2023)

FCC: Feature Clusters Compression for Long-Tailed Visual Recognition. - Jian Li; Ziyao Meng; Daqian Shi; Rui Song 008; Xiaolei Diao; Jingwen Wang; Hao Xu 012 (CVPR, 2023)

Enhancing Ontology Translation Through Cross-Lingual Agreement. - Mingjie Tian; Fausto Giunchiglia; Rui Song 008; Xing Chen; Hao Xu 012 (ICASSP, 2023)

Automatic Counterfactual Augmentation for Robust Text Classification Based on Word-Group Search. - Rui Song 008; Fausto Giunchiglia; Yingji Li; Hao Xu 012 (CoRR, 2023)

A Survey on Fairness in Large Language Models. - Yingji Li; Mengnan Du; Rui Song 008; Xin Wang 035; Ying Wang 009 (CoRR, 2023)

SUNET: Speaker-utterance interaction Graph Neural Network for Emotion Recognition in Conversations. - Rui Song 008; Fausto Giunchiglia; Lida Shi; Qiang Shen 005; Hao Xu 012 (Eng. Appl. Artif. Intell., 2023)

Federated Meta-Learning with Attention for Diversity-Aware Human Activity Recognition. - Qiang Shen 005; Haotian Feng; Rui Song 008; Donglei Song; Hao Xu 012 (Sensors, 2023)

Label prompt for multi-label text classification. - Rui Song 008; Zelong Liu; Xingbing Chen; Haining An; Zhiqi Zhang; Xiaoguang Wang; Hao Xu 012 (Appl. Intell., 2023)

Neighbor-enhanced graph transition network for session-based recommendation. - Zijing Yi; Rui Song 008; Jian Li; Hao Xu 012 (Int. J. Mach. Learn. Cybern., 2023)

Multiple graph convolutional networks for aspect-based sentiment analysis. - Yuting Ma; Rui Song 008; Xue Gu; Qiang Shen 005; Hao Xu 012 (Appl. Intell., 2023)

Measuring and mitigating language model biases in abusive language detection. - Rui Song 008; Fausto Giunchiglia; Yingji Li; Lida Shi; Hao Xu 012 (Inf. Process. Manag., 2023)

Weak-PMLC: A large-scale framework for multi-label policy classification based on extremely weak supervision. - Jiufeng Zhao; Rui Song 008; Chitao Yue; Zhenxin Wang; Hao Xu 012 (Inf. Process. Manag., 2023)

Topological enhanced graph neural networks for semi-supervised node classification. - Rui Song 008; Fausto Giunchiglia; Ke Zhao; Hao Xu 012 (Appl. Intell., 2023)

TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification. - Rui Song 008; Fausto Giunchiglia; Yingji Li; Mingjie Tian; Hao Xu 012 (AAAI, 2024)

Data-Centric Explainable Debiasing for Improving Fairness in Pre-trained Language Models. - Yingji Li; Mengnan Du; Rui Song 008; Xin Wang 035; Ying Wang 009 (ACL (Findings), 2024)

Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness. - Jian Li; Haojing Huang; Yujia Zhang; Pengfei Xu; Xi Chen; Rui Song 008; Lida Shi; Jingwen Wang; Hao Xu 012 (EMNLP (Findings), 2024)

Mitigating social biases of pre-trained language models via contrastive self-debiasing with double data augmentation. - Yingji Li; Mengnan Du; Rui Song 008; Xin Wang 035; Mingchen Sun; Ying Wang 009 (Artif. Intell., 2024)

Shortcut Learning in In-Context Learning: A Survey. - Rui Song 008; Yingji Li; Lida Shi; Fausto Giunchiglia; Hao Xu 012 (CoRR, 2024)

ATFA: Adversarial Time-Frequency Attention network for sensor-based multimodal human activity recognition. - Haotian Feng; Qiang Shen 005; Rui Song 008; Lida Shi; Hao Xu 012 (Expert Syst. Appl., 2024)

GEML: a graph-enhanced pre-trained language model framework for text classification via mutual learning. - Tao Yu; Rui Song 008; Sandro Pinto 001; Tiago Gomes 001; Adriano Tavares; Hao Xu 012 (Appl. Intell., 2024)

A Dual-Mind Framework for Strategic and Expressive Negotiation Agent. - Yutong Liu; Lida Shi; Rui Song 008; Hao Xu 012 (ACL (1), 2025)

DGJA: Dependency Graph-enhanced Joint Attention Structure for Multimodal Sarcasm Detection. - Yiming Liu; Rui Song 008; Lida Shi; Ling Gao; Hao Xu 012 (ICASSP, 2025)

BATED: Learning fair representation for Pre-trained Language Models via biased teacher-guided disentanglement. - Yingji Li; Mengnan Du; Rui Song 008; Mu Liu; Ying Wang 009 (Artif. Intell., 2025)

Guiding ontology translation with hubness-aware translation memory. - Mingjie Tian; Fausto Giunchiglia; Rui Song 008; Hao Xu 012 (Expert Syst. Appl., 2025)

Causal keyword driven reliable text classification with large language model feedback. - Rui Song 008; Yingji Li; Mingjie Tian; Hanwen Wang; Fausto Giunchiglia; Hao Xu 012 (Inf. Process. Manag., 2025)

Counterfactual contrastive learning for robust text classification based on word group search. - Rui Song 008; Fausto Giunchiglia; Yingji Li; Lida Shi; Hao Xu 012 (Inf. Sci., 2025)

Sample feature enhancement model based on heterogeneous graph representation learning for few-shot relation classification. - Zhezhe Xing; Yuxin Ye; Rui Song 008; Yun Teng; Ziheng Li; Jiawen Liu (Inf. Sci., 2025)

KALD: A Knowledge Augmented multi-contrastive learning model for low resource abusive Language Detection. - Rui Song 008; Fausto Giunchiglia; Yingji Li; Jian Li; Jingwen Wang; Hao Xu 012 (Knowl. Based Syst., 2025)

Few-shot Hierarchical Text Classification with Bidirectional Path Constraint by label weighting. - Mingbao Zhang; Rui Song 008; Xiang Li; Adriano Tavares; Hao Xu 012 (Pattern Recognit. Lett., 2025)

Learn from the best: A universal self-distillation approach with historical logits. - Lida Shi; Fausto Giunchiglia; Hongda Zhang; Daqian Shi; Rui Song 008; Jian Li; Xiaolei Diao; Alan Zhao; Hao Xu 012 (Expert Syst. Appl., 2026)

An empirical study of LLMs via in-context learning for stance classification. - Lida Shi; Fausto Giunchiglia; Ran Luo; Daqian Shi; Rui Song 008; Xiaolei Diao; Hao Xu 012 (Inf. Process. Manag., 2026)