| 2026 | ACL | FAITH: Factuality Alignment through Integrating Trustworthiness and Honestness. | Xiaoning Dong, Chengyan Wu, Yajie Wen, Yu Chen, Yun Xue, Zhang Jing, Wei Xu, Bolei Ma |
| 2026 | ACL | MSMO-ABSA: Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis. | Chengyan Wu, Bolei Ma, Ningyuan Deng, Yanqing He, Yun Xue, Xiaoyong Liu |
| 2026 | WWW | DG-MCTS: Dual-Guidance Monte Carlo Tree Search for Adaptive Emotional Support Dialogue Planning. | Benshuo Lin, Jiayu Ding, Yuelei Li, Peng Wu, Yun Xue, Yiping Song |
| 2025 | ACL | Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning. | Haoran Li, Ziyi Su, Yun Xue, Zhiliang Tian, Yiping Song, Minlie Huang |
| 2025 | COLING | MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models. | Jiayu Ding, Zhangkai Zheng, Benshuo Lin, Yun Xue, Yiping Song |
| 2025 | COLING | Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection. | Kuntao Li, Yifan Chen, Qiaofeng Wu, Weixing Mai, Fenghuan Li, Yun Xue |
| 2025 | CVPR | Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering. | Wenlong Fang, Qiaofeng Wu, Jing Chen, Yun Xue |
| 2025 | EMNLP | Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects. | Chengyan Wu, Yiqiang Cai, Yang Liu, Pengxu Zhu, Yun Xue, Ziwei Gong, Julia Hirschberg, Bolei Ma |
| 2025 | EMNLP | M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis. | ChengYan Wu, Bolei Ma, Yihong Liu, Zheyu Zhang, Ningyuan Deng, Yanshu Li, Baolan Chen, Yi Zhang, Yun Xue, Barbara Plank |
| 2025 | ICASSP | SACR: Self-training with Saliency-Augmented Consistency Regularization for Few-Shot Learners. | Yanyan Feng, Yue Zhou, Yun Xue, Fenghuan Li, Zehong Lin |
| 2024 | COLING | Semantics-Aware Dual Graph Convolutional Networks for Argument Pair Extraction. | Minzhao Guan, Zhixun Qiu, Fenghuan Li, Yun Xue |
| 2024 | DASFAA | Representation and Granularity Joint Alignment Framework for Multimodal Sarcasm Detection on Social Media. | Jiapei Hu, Yifan Lyu, Yun Xue, Fenghuan Li, Qianhua Cai |
| 2024 | EMNLP | D2R: Dual-Branch Dynamic Routing Network for Multimodal Sentiment Detection. | Yifan Chen, Kuntao Li, Weixing Mai, Qiaofeng Wu, Yun Xue, Fenghuan Li |
| 2024 | IJCAI | Prompt-enhanced Network for Hateful Meme Classification. | Junxi Liu, Yanyan Feng, Jiehai Chen, Yun Xue, Fenghuan Li |
| 2023 | ICONIP | Semi-supervised Classification on Data Streams with Recurring Concept Drift Based on Conformal Prediction. | Shilun Ma, Wei Kang, Yun Xue, Yimin Wen |
| 2021 | ACL | Dynamic and Multi-Channel Graph Convolutional Networks for Aspect-Based Sentiment Analysis. | Shiguan Pang, Yun Xue, Zehao Yan, Weihao Huang, Jinhui Feng |
| 2021 | ICMLC | Sparse Variational Autoencoder-Based Interpretable Bimodal Word Embeddings. | Jingyao Tang, Weiyu Zhong, Qianhua Cai, Guojun Lu, Zehao Yan, Yun Xue, Xinguang Li |
| 2021 | ICONIP | Aspect-Based Sentiment Analysis Using Graph Convolutional Networks and Co-attention Mechanism. | Zhaowei Chen, Yun Xue, Luwei Xiao, Jinpeng Chen, Haolan Zhang |
| 2021 | IJCNN | Bilateral-brain-like Semantic and Syntactic Cognitive Network for Aspect-level Sentiment Analysis. | Jinpeng Chen, Zuohua Huang, Yun Xue |
| 2021 | IJCNN | A Novel Bi-Branch Graph Convolutional Neural Network for Aspect Level Sentiment Classification. | Bingliang Chen, Guojun Lu, Yun Xue, Qianhua Cai |
| 2021 | IJCNN | SIntactical Distance Attention Guided Graph Convolutional Network for aspect-based sentiment analIsis. | Luwei Xiao, Donghong Gu, Yun Xue, Xiaohui Hu, Yongsheng Zhu |
| 2021 | PAKDD | Modeling Inter-aspect Relationship with Conjunction for Aspect-Based Sentiment Analysis. | Haoliang Zhao, Yun Xue, Donghong Gu, Jianying Chen, Luwei Xiao |
| 2020 | ICONIP | Semi-supervised Classification of Data Streams Based on Adaptive Density Peak Clustering. | Changjie Liu, Yimin Wen, Yun Xue |
| 2020 | ICONIP | Transfer Learning for Semi-supervised Classification of Non-stationary Data Streams. | Yimin Wen, Qi Zhou, Yun Xue, Chao Feng |
| 2017 | ICMLC | Extracting sample data based on poisson distribution. | Hao Lan Zhang, Jiming Liu, Tongliang Li, Yun Xue, Songjie Xu, Junhua Chen |
| 2016 | ICMLC | A novel approach for epileptic EEG signals classification based on biclustering technique. | Qin Lin, Cui-Hong Wu, Wen-Cheng Gu, Jingjing Liu, Yun Xue, Xi-Zhao Wang, Xiaohui Hu |
| 2015 | CIS | Parallel Large Average Submatrices Biclustering Based on MapReduce. | Qin Lin, Yun Xue, Wensheng Chen, Shuqun Ye, Wanli Li, Jingjing Liu |
| 2015 | ICMLC | Feature selection and recognition of electroencephalogram signals: An extreme learning machine and genetic algorithm-based approach. | Qin Lin, Jia-Bo Huang, Jian Zhong, Si-Da Lin, Yun Xue |
| 2015 | ICMLC | A collaborative filtering algorithm based on biclustering. | Weixing Zhou, Gege Zhang, Xiaorong Zhao, Meihang Li, Xiaohui Hu, Yun Xue |
| 2014 | CIS | A New Biclustering Algorithm for Time-Series Gene Expression Data Analysis. | Yun Xue, Zhengling Liao, Meihang Li, Jie Luo, Xiaohui Hu, Guiyin Luo, Wen-Sheng Chen |
| 2014 | ICDM | An Efficient Algorithm for Finding Continuous Coherent Evolution Bicluster in Time-Series Data. | Yun Xue, Jie Luo, Hao Lan Zhang, Zhengling Liao, Meihang Li, Qiuhua Kuang |
| 2014 | ICMLC | An Effective Biclustering Algorithm for Time-Series Gene Expression Data. | Huixin Xu, Yun Xue, Zhihao Lu, Xiaohui Hu, Hongya Zhao, Zhengling Liao, TieChen Li |
| 2014 | IJCNN | Efficient class incremental learning for multi-label classification of evolving data streams. | Zhongwei Shi, Yun Xue, Yimin Wen, Guoyong Cai |
| 2014 | VTC | Link Adaptation Scheme for Uplink MIMO Transmission with Turbo Receivers. | Yun Xue, Qiang Sun, Bin Jiang, Xiqi Gao |
| 2013 | ICMLC | A novel algorithm of biclustering based on the association rules. | Yun Xue, TieChen Li, Xiaohui Hu, Guohe Feng |
| 2013 | ICMLC | A novel facial feature extraction method based on Empirical Mode Decomposition. | Dan Zhang, Hua-Ying Zhou, Yun Xue |
| 2013 | WISE | A Novel Approach for Customer Segmentation Based on Biclustering. | Xiaohui Hu, Hao Lan Zhang, Xiaosheng Wu, Jianlin Chen, Yu Xiao, Yun Xue, TieChen Li |
| 2011 | SMC | Spoken arabic digits recognition based on wavelet neural networks. | Xiaohui Hu, Lvjun Zhan, Yun Xue, Weixing Zhou, Liangjun Zhang |
| 2009 | ICNC | Multiple Attractors Induced by the Non-resonant Double Hopf Bifurcation in a Delayed Neural Network. | Huilin Shang, Yun Xue |
| 2006 | CIS | Survey of Distance Measures for NMF-Based Face Recognition. | Yun Xue, Chong Sze Tong, Weipeng Zhang |
| 2006 | ICPR | Texture Image Retrieval Using Novel Non-separable Filter Banks Based on Centrally Symmetric Matrices. | Zhenyu He, Xinge You, Yuan Yan Tang, Patrick Shen-Pei Wang, Yun Xue |
| 2006 | ICPR | A Modified Non-negative Matrix Factorization Algorithm for Face Recognition. | Yun Xue, Chong Sze Tong, Wen-Sheng Chen, Weipeng Zhang |