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ORCIDXinyue Liu 0002
Person information
- affiliation (PhD 2012): Dalian University of Technology, School of Software, Dalian, China
Other persons with the same name
- Xinyue Liu (aka: Liu Xinyue) — disambiguation page
- Xinyue Liu 0001
![[0000-0002-5241-0912]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-5241-0912")
(aka: Liu Xinyue 0001) — Guangzhou University, Institute of Computing Science and Technology, China - Xinyue Liu 0003 — Amazon, Alexa AI, Cambridge, MA, USA (and 1 more)
- Xinyue Liu 0004 — University College London, Department of Electrical and Electronics Engineering, London, UK
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2020 – today
- 2025
[j22]Xinyue Liu, Yunlong Gao, Linlin Zong, Wenxin Liang, Bo Xu:
Guiding Prototype Networks with label semantics for few-shot text classification. Pattern Recognit. 164: 111497 (2025)- [c37]Linlin Zong, Wenmin Lin, Jiahui Zhou, Xinyue Liu, Xianchao Zhang, Bo Xu, Shimin Wu:
Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection. AAAI 2025: 1237-1245 - [c36]Yuwei Du, Xinyue Liu, Wenxin Liang, Linlin Zong, Xianchao Zhang:
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs. COLING 2025: 2935-2946 - [c35]Xinyue Liu, Zeyang Qin, Zeyu Wang, Wenxin Liang, Linlin Zong, Bo Xu:
Conditional Semantic Textual Similarity via Conditional Contrastive Learning. COLING 2025: 4548-4560 - [i3]Yuwei Du, Xinyue Liu, Wenxin Liang, Linlin Zong, Xianchao Zhang:
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs. CoRR abs/2501.01974 (2025) - 2024
- [c34]Xiaotong Zhang, Xuefang Jia, Han Liu, Xinyue Liu, Xianchao Zhang:
A Goal Interaction Graph Planning Framework for Conversational Recommendation. AAAI 2024: 19578-19587 - [c33]Linlin Zong, Jiahui Wan, Xianchao Zhang, Xinyue Liu, Wenxin Liang, Bo Xu:
Video-Context Aligned Transformer for Video Question Answering. AAAI 2024: 19795-19803 - [c32]Linlin Zong, Jiahui Zhou, Wenmin Lin, Xinyue Liu, Xianchao Zhang, Bo Xu:
Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection. ACL (Findings) 2024: 10817-10826 - [c31]Bo Xu, Xuening Qiao, Xiaokun Zhang, Jiahui Wan, Xinyue Liu, Linlin Zong, Hongfei Lin:
Modeling Implicit Emotion and User-specific Context for Malevolence Detection in Mental Health Counseling Dialogues. BIBM 2024: 1283-1288 - [c30]Linlin Zong, Zhenrong Xie, Chi Ma, Xinyue Liu, Xianchao Zhang, Bo Xu:
RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion. LREC/COLING 2024: 13919-13928 - [c29]Xinyue Liu, Jianan Zhang, Chi Ma, Wenxin Liang, Bo Xu, Linlin Zong:
Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding. LREC/COLING 2024: 15742-15751 - [c28]Xinyue Liu, Yunlong Gao, Linlin Zong, Bo Xu:
Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks. EMNLP (Findings) 2024: 223-235 - [c27]Qianli Zhao, Linlin Zong, Bo Xu, Xianchao Zhang, Xinyue Liu:
Multi-modal Deep Emotion-Cause Pair Extraction for Video Corpus. ICPR (4) 2024: 451-466 - [c26]Guanglu Wang, Xinyue Liu, Wenxin Liang, Linlin Zong, Xianchao Zhang:
Online Class-incremental Continual Learning with Maximum Entropy Memory Update. IJCNN 2024: 1-8 - [c25]Xinyue Liu, Jiahui Wan, Linlin Zong, Bo Xu:
Conditional Diffusion Model for Open-ended Video Question Answering. ACM Multimedia 2024: 9057-9066 - [c24]Liwei Che, Jiaqi Wang, Xinyue Liu, Fenglong Ma:
Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality. ECML/PKDD (9) 2024: 401-417 - [c23]Xiaotong Zhang, Xinyi Li, Han Liu, Xinyue Liu, Xianchao Zhang:
Label Hierarchical Structure-Aware Multi-Label Few-Shot Intent Detection via Prompt Tuning. SIGIR 2024: 2482-2486 - [i2]Liwei Che, Jiaqi Wang, Xinyue Liu, Fenglong Ma:
Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality. CoRR abs/2406.11048 (2024) - [i1]Xinyue Liu, Yunlong Gao, Linlin Zong, Bo Xu:
Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks. CoRR abs/2410.10454 (2024) - 2023
- [j21]Xinyue Liu, Ligang Liu, Han Liu, Xiaotong Zhang:
Capturing the few-shot class distribution: Transductive distribution optimization. Pattern Recognit. 138: 109371 (2023) - [c22]Linlin Zong, Jian Zheng, Xianchao Zhang, Xinyue Liu, Wenxin Liang, Bo Xu:
An Early Depression Detection Model on Social Media using Emotional and Causal Features. BIBM 2023: 4856-4858 - [c21]Xiaotong Zhang, Peng He, Han Liu, Zhengxi Yin, Xinyue Liu, Xianchao Zhang:
Knowledge-Aware Graph Convolutional Network with Utterance-Specific Window Search for Emotion Recognition In Conversations. ICASSP 2023: 1-5 - 2022
- [j20]Hua Shen, Bangyu Wang, Xinyue Liu, Xianchao Zhang:
Social Spammer Detection via Convex Nonnegative Matrix Factorization. IEEE Access 10: 91192-91202 (2022) - [j19]Xiaotong Zhang, Han Liu, Xianchao Zhang, Xinyue Liu:
Attributed graph clustering with multi-task embedding learning. Neural Networks 152: 224-233 (2022) - 2021
- [j18]Linlin Zong, Faqiang Miao, Xianchao Zhang, Xinyue Liu, Hong Yu:
Incomplete multi-view clustering with partially mapped instances and clusters. Knowl. Based Syst. 212: 106615 (2021) - [j17]Xiaotong Zhang, Han Liu, Xiao-Ming Wu, Xianchao Zhang, Xinyue Liu:
Spectral embedding network for attributed graph clustering. Neural Networks 142: 388-396 (2021) - 2020
- [j16]Qianli Zhao, Linlin Zong, Xianchao Zhang, Xinyue Liu, Hong Yu:
Incomplete multi-view spectral clustering. J. Intell. Fuzzy Syst. 38(3): 2991-3001 (2020) - [j15]Qianli Zhao, Linlin Zong, Xianchao Zhang, Xinyue Liu, Hong Yu:
Multi-view clustering via clusterwise weights learning. Knowl. Based Syst. 193: 105459 (2020) - [j14]Linlin Zong, Xianchao Zhang, Xinyue Liu, Hong Yu:
Multi-view clustering on data with partial instances and clusters. Neural Networks 129: 19-30 (2020) - [j13]Xinyue Liu, Weixuan Wang, Wenxin Liang, Yuangang Li:
Speed Up the Training of Neural Machine Translation. Neural Process. Lett. 51(1): 231-249 (2020) - [c20]Xinyue Liu, Yexuan Tang:
Attention-based Joint Representation Learning Network for Short text Classification. ICCAI 2020: 444-449 - [c19]Xinyue Liu, Pengxin Liu, Linlin Zong:
Transductive Prototypical Network For Few-Shot Classification. ICIP 2020: 1671-1675 - [c18]Xinyue Liu, Shichong Yang, Linlin Zong:
Constrained Spectral Clustering Network with Self-Training. ICPR 2020: 2861-2866 - [c17]Xianchao Zhang, Xiaorui Tang, Linlin Zong, Xinyue Liu, Jie Mu:
Deep Multimodal Clustering with Cross Reconstruction. PAKDD (1) 2020: 305-317
2010 – 2019
- 2019
- [c16]Xiao Li, Wenxin Liang, Xianchao Zhang, Xinyue Liu, Weili Wu:
A Universal Method Based on Structure Subgraph Feature for Link Prediction over Dynamic Networks. ICDCS 2019: 1210-1220 - [c15]Lizhi Lin, Xinyue Liu, Wenxin Liang:
Improving Variational Auto-Encoder with Self-Attention and Mutual Information for Image Generation. ICVIP 2019: 162-167 - 2018
- [j12]Wenxin Liang, Ran Feng, Xinyue Liu, Yuangang Li, Xianchao Zhang:
GLTM: A Global and Local Word Embedding-Based Topic Model for Short Texts. IEEE Access 6: 43612-43621 (2018) - [j11]Wenxin Liang, Xiao Li, Xiaosong He, Xinyue Liu, Xianchao Zhang:
Supervised ranking framework for relationship prediction in heterogeneous information networks. Appl. Intell. 48(5): 1111-1127 (2018) - [j10]Linlin Zong, Xianchao Zhang, Xinyue Liu:
Multi-view clustering on unmapped data via constrained non-negative matrix factorization. Neural Networks 108: 155-171 (2018) - [j9]Xiaotong Zhang, Xianchao Zhang, Han Liu, Xinyue Liu:
Partially Related Multi-Task Clustering. IEEE Trans. Knowl. Data Eng. 30(12): 2367-2380 (2018) - [c14]Linlin Zong, Xianchao Zhang, Xinyue Liu, Hong Yu:
Weighted Multi-View Spectral Clustering Based on Spectral Perturbation. AAAI 2018: 4621-4629 - 2017
- [j8]Hua Shen, Fenglong Ma, Xianchao Zhang, Linlin Zong, Xinyue Liu, Wenxin Liang:
Discovering social spammers from multiple views. Neurocomputing 225: 49-57 (2017) - [j7]Xiaotong Zhang, Xianchao Zhang, Han Liu, Xinyue Liu:
Multi-task clustering through instances transfer. Neurocomputing 251: 145-155 (2017) - 2016
- [j6]Xiaotong Zhang, Xianchao Zhang, Han Liu, Xinyue Liu:
Multi-Task Multi-View Clustering. IEEE Trans. Knowl. Data Eng. 28(12): 3324-3338 (2016) - [j5]Xianchao Zhang, Linlin Zong, Xinyue Liu, Jiebo Luo:
Constrained Clustering With Nonnegative Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 27(7): 1514-1526 (2016) - [c13]Xianchao Zhang, Haixin Li, Wenxin Liang, Linlin Zong, Xinyue Liu:
Heterogeneous Information Networks Bi-clustering with Similarity Regularization. PAISI 2016: 19-30 - 2015
- [c12]Xianchao Zhang, Linlin Zong, Xinyue Liu, Hong Yu:
Constrained NMF-Based Multi-View Clustering on Unmapped Data. AAAI 2015: 3174-3180 - 2014
- [j4]Xinyue Liu, Menggang Li:
Integrated constraint based clustering algorithm for high dimensional data. Neurocomputing 142: 478-485 (2014) - [c11]Xianchao Zhang, Han Liu, Xiaotong Zhang, Xinyue Liu:
Novel Density-Based Clustering Algorithms for Uncertain Data. AAAI 2014: 2191-2197 - [c10]Xinyue Liu, Hua Shen, Fenglong Ma, Wenxin Liang:
Topical Influential User Analysis with Relationship Strength Estimation in Twitter. ICDM Workshops 2014: 1012-1019 - [c9]Xianchao Zhang, Long Zhao, Linlin Zong, Xinyue Liu, Hong Yu:
Multi-view Clustering via Multi-manifold Regularized Nonnegative Matrix Factorization. ICDM 2014: 1103-1108 - [c8]Xianchao Zhang, Dong Du, Xinyue Liu, Wenxin Liang:
Multiple Feature-Sets Method for Dependency Parsing. PAAP 2014: 57-62 - 2013
- [j3]Xinyue Liu, You Wang, Shaoping Zhu, Hongfei Lin:
Combating Web spam through trust-distrust propagation with confidence. Pattern Recognit. Lett. 34(13): 1462-1469 (2013) - 2011
- [j2]Xinyue Liu, Xing Yong, Hongfei Lin:
An improved spectral clustering algorithm based on local neighbors in kernel space. Comput. Sci. Inf. Syst. 8(4): 1143-1157 (2011) - [j1]Xinyue Liu, Fenglong Ma, Hongfei Lin:
Topic Detection with Hypergraph Partition Algorithm. J. Softw. 6(12): 2407-2415 (2011) - [c7]Xinyue Liu, Linlin Zong, Xianchao Zhang, Hongfei Lin:
Active Semi-supervised Spectral Clustering. PAAP 2011: 95-99 - 2010
- [c6]Xinyue Liu, Fenglong Ma, Hongfei Lin, Hong Shen:
Hypergraph Partition with Harmonic Average Top-N and PCA for Topic Detection. PAAP 2010: 269-276
2000 – 2009
- 2008
- [c5]Xianchao Zhang, Xinxin Fan, Xinyue Liu, Hong Yu:
A Ranking Algorithm via Changing Markov Probability Matrix Based on Distribution Factor. FSKD (5) 2008: 3-7 - 2007
- [c4]Xianchao Zhang, Yu Zong, He Jiang, Xinyue Liu:
Data Set Homeomorphism Transformation Based Meta-clustering. International Conference on Computational Science (3) 2007: 661-668 - [c3]Xianchao Zhang, Xinyue Liu, He Jiang:
A Hybrid Approach to License Plate Segmentation under Complex Conditions. ICNC (3) 2007: 68-73 - [c2]Xianchao Zhang, Hong Yu, Cong Zhang, Xinyue Liu:
An Improved Weighted HITS Algorithm Based on Similarity and Popularity. IMSCCS 2007: 477-480 - [c1]Xianchao Zhang, He Jiang, Xinyue Liu, Hong Yu:
A Clustering Algorithm Based on Mechanics. PAKDD 2007: 367-378
Coauthor Index
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