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ORCIDRui Song 0008
Person information
- affiliation: Jilin University, School of Artificial Intelligence, Changchun, China
Other persons with the same name
- Rui Song — disambiguation page
- Rui Song 0001 — Beijing Jiaotong University, School of Traffic and Transportation, China
- Rui Song 0002
![[0000-0002-4119-4433]](/https://anthro-https-dblp.org/img/orcid-mark.12x12.png "0000-0002-4119-4433")
— Shandong University, School of Control Science and Engineering, China - Rui Song 0003 — Xidian University, State Key Laboratory of Integrated Service Networks, Xi'an, China (and 1 more)
- Rui Song 0004 — Chinese Academy of Sciences, Institute of Remote Sensing and Digital Earth, Key Laboratory of Digital Earth Science, Beijing, China
- Rui Song 0005 — University College London, Department of Mechanical Engineering, UK
- Rui Song 0006 — North Carolina State University, North Carolina State University, Raleigh, NC, USA (and 1 more)
- Rui Song 0007 — Technical University of Munich, TUM, Chair of Robotics, Artificial Intelligence and Real-time Systems, Garching, Germany (and 1 more)
- Rui Song 0009 — Peking University,Shenzhen Graduate Scool, School of Electronic and Computer Engineering, Shenzhen, China
Other persons with a similar name
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2020 – today
- 2026
[j31]Rui Song, Yingji Li, Fausto Giunchiglia, Hao Xu:
Retrieval augmentation for out-of-distribution robustness in non-knowledge intensive in-context learning. Sci. China Inf. Sci. 69(2) (2026)- [j30]Lida Shi, Fausto Giunchiglia, Hongda Zhang, Daqian Shi, Rui Song, Jian Li, Xiaolei Diao, Alan Zhao, Hao Xu:
Learn from the best: A universal self-distillation approach with historical logits. Expert Syst. Appl. 297: 129340 (2026) - [j29]Yingji Li, Juncheng Hu, Rui Song, Liang Hu:
Enhancing fairness in decision-making of natural language understanding systems: An intersectional bias debiasing model via information theory-based disentanglement. Expert Syst. Appl. 306: 130940 (2026) - [j28]Ling Gao, Nan Sheng, Rui Song, Hao Xu:
A Semantic Representation learning perspective-based approach for multimodal science question answering. Inf. Fusion 133: 104338 (2026) - [j27]Lida Shi, Fausto Giunchiglia, Ran Luo, Daqian Shi, Rui Song, Xiaolei Diao, Hao Xu:
An empirical study of LLMs via in-context learning for stance classification. Inf. Process. Manag. 63(2): 104322 (2026) - [j26]Lida Shi, Fausto Giunchiglia, Hanwen Wang, Yongqi Cheng, Rui Song, Daqian Shi, Xiaolei Diao, Hao Xu:
From text mining to intelligent debate: Task frameworks and technological evolution in computational argumentation. Inf. Process. Manag. 63(2): 104465 (2026) - [c16]Zhihan Zhou, Daqian Shi, Rui Song, Lida Shi, Xiaolei Diao, Hao Xu:
AncientBench: Towards Comprehensive Evaluation on Excavated and Transmitted Chinese Corpora. AAAI 2026: 35167-35175 - [c15]Zhihan Zhou, Daqian Shi, Lida Shi, Rui Song, Peiqiang Qiu, Xiaolei Diao, Hao Xu:
ACSE: An Ancient Character Semantic-Aware Embedding for Large Language Models. ACL (Findings) 2026: 9000-9012 - [c14]Rui Song, Yingji Li, Jian Li, Fausto Giunchiglia, Hao Xu:
From Fake to Real: Mitigating Out-of-Distribution Bias in In-Context Learning via Feedback Supervision from Large Language Models. ACL (Findings) 2026: 15197-15213 - [c13]Hao Xu, Rite Bo, Fausto Giunchiglia, Yingji Li, Rui Song:
Toward Robust In-Context Learning: Leveraging Out-of-distribution Proxies for Target Inaccessible Demonstration Retrieval. ACL (1) 2026: 20540-20556 - [c12]Rui Song, Lida Shi, Ruihua Qi, Yingji Li, Hao Xu:
Enhancing Multimodal Large Language Models for Ancient Chinese Character Evolution Analysis via Glyph-Driven Fine-Tuning. ACL (1) 2026: 22789-22804 - [c11]Juncheng Hu, Jiming Yu, Rui Song, Kedi Lyu, Yingji Li, Zheli Liu:
Distilling the Essence, Discarding the Dross: Improving Fairness in Multimodal Large Language Models via Historical Reflection-Guided Prompt Optimization. ACL (Findings) 2026: 29191-29211 - [i10]Rui Song, Lida Shi, Ruihua Qi, Yingji Li, Hao Xu:
Enhancing Multimodal Large Language Models for Ancient Chinese Character Evolution Analysis via Glyph-Driven Fine-Tuning. CoRR abs/2604.11299 (2026) - [i9]Hao Xu, Rite Bo, Fausto Giunchiglia, Yingji Li, Rui Song:
Toward Robust In-Context Learning: Leveraging Out-of-distribution Proxies for Target Inaccessible Demonstration Retrieval. CoRR abs/2606.00014 (2026) - 2025
- [j25]Yingji Li, Mengnan Du, Rui Song, Mu Liu, Ying Wang:
BATED: Learning fair representation for Pre-trained Language Models via biased teacher-guided disentanglement. Artif. Intell. 348: 104401 (2025) - [j24]Mingjie Tian, Fausto Giunchiglia, Rui Song, Hao Xu:
Guiding ontology translation with hubness-aware translation memory. Expert Syst. Appl. 264: 125650 (2025) - [j23]Rui Song, Yingji Li, Mingjie Tian, Hanwen Wang, Fausto Giunchiglia, Hao Xu:
Causal keyword driven reliable text classification with large language model feedback. Inf. Process. Manag. 62(3): 103964 (2025) - [j22]Zhezhe Xing, Yuxin Ye, Rui Song, Yun Teng, Ziheng Li, Jiawen Liu:
Sample feature enhancement model based on heterogeneous graph representation learning for few-shot relation classification. Inf. Sci. 690: 121583 (2025) - [j21]Rui Song, Fausto Giunchiglia, Yingji Li, Lida Shi, Hao Xu:
Counterfactual contrastive learning for robust text classification based on word group search. Inf. Sci. 721: 122579 (2025) - [j20]Rui Song, Fausto Giunchiglia, Yingji Li, Jian Li, Jingwen Wang, Hao Xu:
KALD: A Knowledge Augmented multi-contrastive learning model for low resource abusive Language Detection. Knowl. Based Syst. 321: 113619 (2025) - [j19]Mingbao Zhang, Rui Song, Xiang Li, Adriano Tavares, Hao Xu:
Few-shot Hierarchical Text Classification with Bidirectional Path Constraint by label weighting. Pattern Recognit. Lett. 190: 81-88 (2025) - [c10]Yutong Liu, Lida Shi, Rui Song, Hao Xu:
A Dual-Mind Framework for Strategic and Expressive Negotiation Agent. ACL (1) 2025: 23840-23860 - [c9]Yiming Liu, Rui Song, Lida Shi, Ling Gao, Hao Xu:
DGJA: Dependency Graph-enhanced Joint Attention Structure for Multimodal Sarcasm Detection. ICASSP 2025: 1-5 - [i8]Zhihan Zhou, Daqian Shi, Rui Song, Lida Shi, Xiaolei Diao, Hao Xu:
AncientBench: Towards Comprehensive Evaluation on Excavated and Transmitted Chinese Corpora. CoRR abs/2512.17756 (2025) - 2024
- [j18]Yingji Li, Mengnan Du, Rui Song, Xin Wang, Mingchen Sun, Ying Wang:
Mitigating social biases of pre-trained language models via contrastive self-debiasing with double data augmentation. Artif. Intell. 332: 104143 (2024) - [j17]Tao Yu, Rui Song, Sandro Pinto, Tiago Gomes, Adriano Tavares, Hao Xu:
GEML: a graph-enhanced pre-trained language model framework for text classification via mutual learning. Appl. Intell. 54(23): 12215-12229 (2024) - [j16]Haotian Feng, Qiang Shen, Rui Song, Lida Shi, Hao Xu:
ATFA: Adversarial Time-Frequency Attention network for sensor-based multimodal human activity recognition. Expert Syst. Appl. 236: 121296 (2024) - [c8]Rui Song, Fausto Giunchiglia, Yingji Li, Mingjie Tian, Hao Xu:
TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification. AAAI 2024: 18999-19007 - [c7]Yingji Li, Mengnan Du, Rui Song, Xin Wang, Ying Wang:
Data-Centric Explainable Debiasing for Improving Fairness in Pre-trained Language Models. ACL (Findings) 2024: 3773-3786 - [c6]Jian Li, Haojing Huang, Yujia Zhang, Pengfei Xu, Xi Chen, Rui Song, Lida Shi, Jingwen Wang, Hao Xu:
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness. EMNLP (Findings) 2024: 14452-14466 - [i7]Jian Li, Haojing Huang, Yujia Zhang, Pengfei Xu, Xi Chen, Rui Song, Lida Shi, Jingwen Wang, Hao Xu:
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness. CoRR abs/2409.17791 (2024) - [i6]Rui Song, Yingji Li, Lida Shi, Fausto Giunchiglia, Hao Xu:
Shortcut Learning in In-Context Learning: A Survey. CoRR abs/2411.02018 (2024) - 2023
- [j15]Rui Song, Zelong Liu, Xingbing Chen, Haining An, Zhiqi Zhang, Xiaoguang Wang, Hao Xu:
Label prompt for multi-label text classification. Appl. Intell. 53(8): 8761-8775 (2023) - [j14]Yuting Ma, Rui Song, Xue Gu, Qiang Shen, Hao Xu:
Multiple graph convolutional networks for aspect-based sentiment analysis. Appl. Intell. 53(10): 12985-12998 (2023) - [j13]Rui Song, Fausto Giunchiglia, Ke Zhao, Hao Xu:
Topological enhanced graph neural networks for semi-supervised node classification. Appl. Intell. 53(20): 23538-23552 (2023) - [j12]Rui Song, Fausto Giunchiglia, Lida Shi, Qiang Shen, Hao Xu:
SUNET: Speaker-utterance interaction Graph Neural Network for Emotion Recognition in Conversations. Eng. Appl. Artif. Intell. 123(Part B): 106315 (2023) - [j11]Rui Song, Fausto Giunchiglia, Yingji Li, Lida Shi, Hao Xu:
Measuring and mitigating language model biases in abusive language detection. Inf. Process. Manag. 60(3): 103277 (2023) - [j10]Jiufeng Zhao, Rui Song, Chitao Yue, Zhenxin Wang, Hao Xu:
Weak-PMLC: A large-scale framework for multi-label policy classification based on extremely weak supervision. Inf. Process. Manag. 60(5): 103442 (2023) - [j9]Zijing Yi, Rui Song, Jian Li, Hao Xu:
Neighbor-enhanced graph transition network for session-based recommendation. Int. J. Mach. Learn. Cybern. 14(4): 1317-1331 (2023) - [j8]Qiang Shen, Haotian Feng, Rui Song, Donglei Song, Hao Xu:
Federated Meta-Learning with Attention for Diversity-Aware Human Activity Recognition. Sensors 23(3): 1083 (2023) - [c5]Donglei Song, Qiang Shen, Haotian Feng, Rui Song, Fausto Giunchiglia, Hao Xu:
Personalized multi-task attention for multimodal mental health detection and explanation. CogSci 2023 - [c4]Jian Li, Ziyao Meng, Daqian Shi, Rui Song, Xiaolei Diao, Jingwen Wang, Hao Xu:
FCC: Feature Clusters Compression for Long-Tailed Visual Recognition. CVPR 2023: 24080-24089 - [c3]Mingjie Tian, Fausto Giunchiglia, Rui Song, Xing Chen, Hao Xu:
Enhancing Ontology Translation Through Cross-Lingual Agreement. ICASSP 2023: 1-5 - [i5]Rui Song, Fausto Giunchiglia, Yingji Li, Hao Xu:
Automatic Counterfactual Augmentation for Robust Text Classification Based on Word-Group Search. CoRR abs/2307.01214 (2023) - [i4]Yingji Li, Mengnan Du, Rui Song, Xin Wang, Ying Wang:
A Survey on Fairness in Large Language Models. CoRR abs/2308.10149 (2023) - [i3]Rui Song, Fausto Giunchiglia, Yingji Li, Mingjie Tian, Hao Xu:
TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification. CoRR abs/2312.17263 (2023) - 2022
- [j7]Yucheng Huang, Rui Song, Fausto Giunchiglia, Hao Xu:
A Multitask Learning Framework for Abuse Detection and Emotion Classification. Algorithms 15(4): 116 (2022) - [j6]Rui Song, Fausto Giunchiglia, Ke Zhao, Mingjie Tian, Hao Xu:
Graph topology enhancement for text classification. Appl. Intell. 52(13): 15091-15104 (2022) - [j5]Zhezhe Xing, Rui Song, Yun Teng, Hao Xu:
DynHEN: A heterogeneous network model for dynamic bipartite graph representation learning. Neurocomputing 508: 47-57 (2022) - [j4]Nan Li, Qiang Shen, Rui Song, Yang Chi, Hao Xu:
MEduKG: A Deep-Learning-Based Approach for Multi-Modal Educational Knowledge Graph Construction. Inf. 13(2): 91 (2022) - [j3]Xi Liu, Rui Song, Yuhang Wang, Hao Xu:
A Multi-Granular Aggregation-Enhanced Knowledge Graph Representation for Recommendation. Inf. 13(5): 229 (2022) - [j2]Rui Song, Fausto Giunchiglia, Qiang Shen, Nan Li, Hao Xu:
Improving Abusive Language Detection with online interaction network. Inf. Process. Manag. 59(5): 103009 (2022) - [c2]Lida Shi, Fausto Giunchiglia, Rui Song, Daqian Shi, Tongtong Liu, Xiaolei Diao, Hao Xu:
A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction. EMNLP 2022: 10027-10039 - [c1]Qiang Shen, Haotian Feng, Rui Song, Stefano Teso, Fausto Giunchiglia, Hao Xu:
Federated Multi-Task Attention for Cross-Individual Human Activity Recognition. IJCAI 2022: 3423-3429 - 2021
- [j1]Ke Zhao, Lan Huang, Rui Song, Qiang Shen, Hao Xu:
A Sequential Graph Neural Network for Short Text Classification. Algorithms 14(12): 352 (2021) - [i2]Rui Song, Fausto Giunchiglia, Ke Zhao, Hao Xu:
Topological Regularization for Graph Neural Networks Augmentation. CoRR abs/2104.02478 (2021) - [i1]Rui Song, Xingbing Chen, Zelong Liu, Haining An, Zhiqi Zhang, Xiaoguang Wang, Hao Xu:
Label Mask for Multi-Label Text Classification. CoRR abs/2106.10076 (2021)
Coauthor Index
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