Xinyue Liu

According to our database, Xinyue Liu authored at least 60 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

Guiding Prototype Networks with label semantics for few-shot text classification.

Xinyue Liu, Yunlong Gao, Linlin Zong, Wenxin Liang, Bo Xu

Pattern Recognit., 2025

Online Contrastive Continual Learning with Hard Negative Samples.

Guanglu Wang, Xinyue Liu, Wentao Yang, Wenxin Liang, Linlin Zong, Xianchao Zhang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Conditional Semantic Textual Similarity via Conditional Contrastive Learning.

Xinyue Liu, Zeyang Qin, Zeyu Wang, Wenxin Liang, Linlin Zong, Bo Xu

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs.

Yuwei Du, Xinyue Liu, Wenxin Liang, Linlin Zong, Xianchao Zhang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection.

Linlin Zong, Wenmin Lin, Jiahui Zhou, Xinyue Liu, Xianchao Zhang, Bo Xu, Shimin Wu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Label Hierarchical Structure-Aware Multi-Label Few-Shot Intent Detection via Prompt Tuning.

Xiaotong Zhang, Xinyi Li, Han Liu, Xinyue Liu, Xianchao Zhang

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality.

Liwei Che, Jiaqi Wang, Xinyue Liu, Fenglong Ma

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

Conditional Diffusion Model for Open-ended Video Question Answering.

Xinyue Liu, Jiahui Wan, Linlin Zong, Bo Xu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Online Class-incremental Continual Learning with Maximum Entropy Memory Update.

Guanglu Wang, Xinyue Liu, Wenxin Liang, Linlin Zong, Xianchao Zhang

Proceedings of the International Joint Conference on Neural Networks, 2024

Multi-modal Deep Emotion-Cause Pair Extraction for Video Corpus.

Qianli Zhao, Linlin Zong, Bo Xu, Xianchao Zhang, Xinyue Liu

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks.

Xinyue Liu, Yunlong Gao, Linlin Zong, Bo Xu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion.

Linlin Zong, Zhenrong Xie, Chi Ma, Xinyue Liu, Xianchao Zhang, Bo Xu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding.

Xinyue Liu, Jianan Zhang, Chi Ma, Wenxin Liang, Bo Xu, Linlin Zong

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Modeling Implicit Emotion and User-specific Context for Malevolence Detection in Mental Health Counseling Dialogues.

Bo Xu, Xuening Qiao, Xiaokun Zhang, Jiahui Wan, Xinyue Liu, Linlin Zong, Hongfei Lin

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection.

Linlin Zong, Jiahui Zhou, Wenmin Lin, Xinyue Liu, Xianchao Zhang, Bo Xu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Video-Context Aligned Transformer for Video Question Answering.

Linlin Zong, Jiahui Wan, Xianchao Zhang, Xinyue Liu, Wenxin Liang, Bo Xu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

A Goal Interaction Graph Planning Framework for Conversational Recommendation.

Xiaotong Zhang, Xuefang Jia, Han Liu, Xinyue Liu, Xianchao Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Capturing the few-shot class distribution: Transductive distribution optimization.

Xinyue Liu, Ligang Liu, Han Liu, Xiaotong Zhang

Pattern Recognit., June, 2023

Knowledge-Aware Graph Convolutional Network with Utterance-Specific Window Search for Emotion Recognition In Conversations.

Xiaotong Zhang, Peng He, Han Liu, Zhengxi Yin, Xinyue Liu, Xianchao Zhang

Proceedings of the IEEE International Conference on Acoustics, 2023

An Early Depression Detection Model on Social Media using Emotional and Causal Features.

Linlin Zong, Jian Zheng, Xianchao Zhang, Xinyue Liu, Wenxin Liang, Bo Xu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Attributed graph clustering with multi-task embedding learning.

Xiaotong Zhang, Han Liu, Xianchao Zhang, Xinyue Liu

Neural Networks, 2022

Social Spammer Detection via Convex Nonnegative Matrix Factorization.

Hua Shen, Bangyu Wang, Xinyue Liu, Xianchao Zhang

IEEE Access, 2022

2021

Spectral embedding network for attributed graph clustering.

Xiaotong Zhang, Han Liu, Xiao-Ming Wu, Xianchao Zhang, Xinyue Liu

Neural Networks, 2021

Incomplete multi-view clustering with partially mapped instances and clusters.

Linlin Zong, Faqiang Miao, Xianchao Zhang, Xinyue Liu, Hong Yu

Knowl. Based Syst., 2021

2020

Speed Up the Training of Neural Machine Translation.

Xinyue Liu, Weixuan Wang, Wenxin Liang, Yuangang Li

Neural Process. Lett., 2020

Multi-view clustering on data with partial instances and clusters.

Linlin Zong, Xianchao Zhang, Xinyue Liu, Hong Yu

Neural Networks, 2020

Multi-view clustering via clusterwise weights learning.

Qianli Zhao, Linlin Zong, Xianchao Zhang, Xinyue Liu, Hong Yu

Knowl. Based Syst., 2020

Incomplete multi-view spectral clustering.

Qianli Zhao, Linlin Zong, Xianchao Zhang, Xinyue Liu, Hong Yu

J. Intell. Fuzzy Syst., 2020

Deep Multimodal Clustering with Cross Reconstruction.

Xianchao Zhang, Xiaorui Tang, Linlin Zong, Xinyue Liu, Jie Mu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Constrained Spectral Clustering Network with Self-Training.

Xinyue Liu, Shichong Yang, Linlin Zong

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Transductive Prototypical Network For Few-Shot Classification.

Xinyue Liu, Pengxin Liu, Linlin Zong

Proceedings of the IEEE International Conference on Image Processing, 2020

Attention-based Joint Representation Learning Network for Short text Classification.

Xinyue Liu, Yexuan Tang

Proceedings of the ICCAI '20: 2020 6th International Conference on Computing and Artificial Intelligence, 2020

2019

Improving Variational Auto-Encoder with Self-Attention and Mutual Information for Image Generation.

Lizhi Lin, Xinyue Liu, Wenxin Liang

Proceedings of the ICVIP 2019: The 3rd International Conference on Video and Image Processing, 2019

A Universal Method Based on Structure Subgraph Feature for Link Prediction over Dynamic Networks.

Xiao Li, Wenxin Liang, Xianchao Zhang, Xinyue Liu, Weili Wu

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

2018

Partially Related Multi-Task Clustering.

Xiaotong Zhang, Xianchao Zhang, Han Liu, Xinyue Liu

IEEE Trans. Knowl. Data Eng., 2018

Multi-view clustering on unmapped data via constrained non-negative matrix factorization.

Linlin Zong, Xianchao Zhang, Xinyue Liu

Neural Networks, 2018

Supervised ranking framework for relationship prediction in heterogeneous information networks.

Wenxin Liang, Xiao Li, Xiaosong He, Xinyue Liu, Xianchao Zhang

Appl. Intell., 2018

GLTM: A Global and Local Word Embedding-Based Topic Model for Short Texts.

Wenxin Liang, Ran Feng, Xinyue Liu, Yuangang Li, Xianchao Zhang

IEEE Access, 2018

Weighted Multi-View Spectral Clustering Based on Spectral Perturbation.

Linlin Zong, Xianchao Zhang, Xinyue Liu, Hong Yu

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Multi-task clustering through instances transfer.

Xiaotong Zhang, Xianchao Zhang, Han Liu, Xinyue Liu

Neurocomputing, 2017

Discovering social spammers from multiple views.

Hua Shen, Fenglong Ma, Xianchao Zhang, Linlin Zong, Xinyue Liu, Wenxin Liang

Neurocomputing, 2017

2016

Constrained Clustering With Nonnegative Matrix Factorization.

Xianchao Zhang, Linlin Zong, Xinyue Liu, Jiebo Luo

IEEE Trans. Neural Networks Learn. Syst., 2016

Multi-Task Multi-View Clustering.

Xiaotong Zhang, Xianchao Zhang, Han Liu, Xinyue Liu

IEEE Trans. Knowl. Data Eng., 2016

Heterogeneous Information Networks Bi-clustering with Similarity Regularization.

Xianchao Zhang, Haixin Li, Wenxin Liang, Linlin Zong, Xinyue Liu

Proceedings of the Intelligence and Security Informatics - 11th Pacific Asia Workshop, 2016

2015

Constrained NMF-Based Multi-View Clustering on Unmapped Data.

Xianchao Zhang, Linlin Zong, Xinyue Liu, Hong Yu

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Integrated constraint based clustering algorithm for high dimensional data.

Xinyue Liu, Menggang Li

Neurocomputing, 2014

Multiple Feature-Sets Method for Dependency Parsing.

Xianchao Zhang, Dong Du, Xinyue Liu, Wenxin Liang

Proceedings of the Sixth International Symposium on Parallel Architectures, 2014

Multi-view Clustering via Multi-manifold Regularized Nonnegative Matrix Factorization.

Xianchao Zhang, Long Zhao, Linlin Zong, Xinyue Liu, Hong Yu

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Topical Influential User Analysis with Relationship Strength Estimation in Twitter.

Xinyue Liu, Hua Shen, Fenglong Ma, Wenxin Liang

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Novel Density-Based Clustering Algorithms for Uncertain Data.

Xianchao Zhang, Han Liu, Xiaotong Zhang, Xinyue Liu

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Combating Web spam through trust-distrust propagation with confidence.

Xinyue Liu, You Wang, Shaoping Zhu, Hongfei Lin

Pattern Recognit. Lett., 2013

2011

Topic Detection with Hypergraph Partition Algorithm.

Xinyue Liu, Fenglong Ma, Hongfei Lin

J. Softw., 2011

An improved spectral clustering algorithm based on local neighbors in kernel space.

Xinyue Liu, Xing Yong, Hongfei Lin

Comput. Sci. Inf. Syst., 2011

Active Semi-supervised Spectral Clustering.

Xinyue Liu, Linlin Zong, Xianchao Zhang, Hongfei Lin

Proceedings of the Fourth International Symposium on Parallel Architectures, 2011

2010

Hypergraph Partition with Harmonic Average Top-N and PCA for Topic Detection.

Xinyue Liu, Fenglong Ma, Hongfei Lin, Hong Shen

Proceedings of the Third International Symposium on Parallel Architectures, 2010

2008

A Ranking Algorithm via Changing Markov Probability Matrix Based on Distribution Factor.

Xianchao Zhang, Xinxin Fan, Xinyue Liu, Hong Yu

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2007

A Clustering Algorithm Based on Mechanics.

Xianchao Zhang, He Jiang, Xinyue Liu, Hong Yu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

An Improved Weighted HITS Algorithm Based on Similarity and Popularity.

Xianchao Zhang, Hong Yu, Cong Zhang, Xinyue Liu

Proceedings of the Proceeding of the Second International Multi-Symposium of Computer and Computational Sciences (IMSCCS 2007), 2007

A Hybrid Approach to License Plate Segmentation under Complex Conditions.

Xianchao Zhang, Xinyue Liu, He Jiang

Proceedings of the Third International Conference on Natural Computation, 2007

Data Set Homeomorphism Transformation Based Meta-clustering.

Xianchao Zhang, Yu Zong, He Jiang, Xinyue Liu

Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007