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2020 – today
- 2025
- [j52]Jianxing Yu, Shiqi Wang, Han Yin, Qi Chen, Wei Liu, Yanghui Rao, Qinliang Su:
Diversified generation of commonsense reasoning questions. Expert Syst. Appl. 263: 125776 (2025) - 2024
- [j51]Yongxiang Zhang
, Raymond Y. K. Lau
Business chatbots with deep learning technologies: state-of-the-art, taxonomies, and future research directions. Artif. Intell. Rev. 57(5): 113 (2024) - [j50]Jiaxing Yan, Hai Liu, Zhiqi Lei, Yanghui Rao, Guan Liu
Two-dimensional data partitioning for non-negative matrix tri-factorization. Big Data Res. 37: 100473 (2024) - [j49]Hegang Chen
Comprehensive single-cell RNA-seq analysis using deep interpretable generative modeling guided by biological hierarchy knowledge. Briefings Bioinform. 25(4) (2024) - [j48]Pengbo Mao, Hegang Chen, Yanghui Rao
Contrastive learning for hierarchical topic modeling. Nat. Lang. Process. J. 6: 100058 (2024) - [c53]Yufeng Zhang, Jianxing Yu, Yanghui Rao, Libin Zheng, Qinliang Su, Huaijie Zhu, Jian Yin:
Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning. ACL (1) 2024: 9074-9089 - [c52]Zhicheng Lin, Hegang Chen, Yuyin Lu, Yanghui Rao, Hao Xu, Hanjiang Lai:
Hierarchical Topic Modeling via Contrastive Learning and Hyperbolic Embedding. LREC/COLING 2024: 8133-8143 - [c51]Jiyuan Liu, Hegang Chen, Chunjiang Zhu, Yanghui Rao:
Unsupervised Hierarchical Topic Modeling via Anchor Word Clustering and Path Guidance. EMNLP (Findings) 2024: 7505-7517 - [c50]Jianxing Yu, Shiqi Wang, Han Yin, Zhenlong Sun, Ruobing Xie, Bo Zhang, Yanghui Rao:
Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference. EMNLP 2024: 10300-10317 - [c49]Jiaxing Yan, Yuyin Lu, Hegang Chen, Jianxing Yu, Yanghui Rao:
Lifelong Hierarchical Topic Modeling via Nonparametric Word Embedding Clustering. ECML/PKDD (8) 2024: 270-287 - [i6]Yuyin Lu, Hegang Chen, Pengbo Mao, Yanghui Rao, Haoran Xie, Fu Lee Wang, Qing Li:
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space. CoRR abs/2408.15050 (2024) - [i5]Jianxing Yu, Shiqi Wang, Han Yin, Zhenlong Sun, Ruobing Xie, Bo Zhang, Yanghui Rao:
Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference. CoRR abs/2410.07673 (2024) - [i4]Jielin Song, Siyu Liu, Bin Zhu, Yanghui Rao:
IterSelectTune: An Iterative Training Framework for Efficient Instruction-Tuning Data Selection. CoRR abs/2410.13464 (2024) - 2023
- [j47]Yicheng Zhu, Yiqiao Qiu
Topic Driven Adaptive Network for cross-domain sentiment classification. Inf. Process. Manag. 60(2): 103230 (2023) - [j46]Fu Lee Wang, Zhengwei Zhao, Gary Cheng
Weighted cluster-level social emotion classification across domains. Int. J. Mach. Learn. Cybern. 14(7): 2385-2394 (2023) - [j45]Zhongyu Zhuang, Ziran Liang, Yanghui Rao
Out-of-vocabulary word embedding learning based on reading comprehension mechanism. Nat. Lang. Process. J. 5: 100038 (2023) - [j44]Hegang Chen
A Drug Combination Prediction Framework Based on Graph Convolutional Network and Heterogeneous Information. IEEE ACM Trans. Comput. Biol. Bioinform. 20(3): 1917-1925 (2023) - [j43]Yufu Chen
Semi-Supervised Sentiment Classification and Emotion Distribution Learning Across Domains. ACM Trans. Knowl. Discov. Data 17(5): 74:1-74:30 (2023) - [j42]Yufu Chen
Parallel Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering. IEEE Trans. Knowl. Data Eng. 35(5): 5132-5146 (2023) - [j41]Zhiqi Lei
NMTF-LTM: Towards an Alignment of Semantics for Lifelong Topic Modeling. IEEE Trans. Knowl. Data Eng. 35(10): 10616-10632 (2023) - [j40]Zusheng Zhang
TADC: A Topic-Aware Dynamic Convolutional Neural Network for Aspect Extraction. IEEE Trans. Neural Networks Learn. Syst. 34(8): 3912-3924 (2023) - [c48]Wangzhen Guo, Qinkang Gong, Yanghui Rao, Hanjiang Lai:
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning. ACL (1) 2023: 4214-4226 - [c47]Bin Zhu, Yanghui Rao:
Exploring Robust Overfitting for Pre-trained Language Models. ACL (Findings) 2023: 5506-5522 - [c46]Hegang Chen, Pengbo Mao, Yuyin Lu, Yanghui Rao:
Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical Topic Modeling. ACL (1) 2023: 10377-10390 - [c45]Ziran Liang
Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning. ACL (1) 2023: 14133-14149 - [c44]Zhicheng Lin, Jiaxing Yan, Zhiqi Lei, Yanghui Rao:
Lifelong Hierarchical Topic Modeling via Non-negative Matrix Factorization. APWeb/WAIM (4) 2023: 155-170 - [c43]Lihui Lin, Yanghui Rao, Haoran Xie, Raymond Y. K. Lau, Jian Yin, Fu Lee Wang, Qing Li:
Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery (Extended Abstract). ICDE 2023: 3823-3824 - 2022
- [j39]Hongyu Jiang, Zhiqi Lei
Parallel dynamic topic modeling via evolving topic adjustment and term weighting scheme. Inf. Sci. 585: 176-193 (2022) - [j38]Jiachun Feng, Zusheng Zhang, Cheng Ding, Yanghui Rao, Haoran Xie
Context reinforced neural topic modeling over short texts. Inf. Sci. 607: 79-91 (2022) - [j37]Fu Lee Wang, Yuyin Lu, Gary Cheng
Learning Chinese word embeddings from semantic and phonetic components. Multim. Tools Appl. 81(29): 42805-42820 (2022) - [j36]Qiping Wang, Ling Luo, Haoran Xie
A deep data augmentation framework based on generative adversarial networks. Multim. Tools Appl. 81(29): 42871-42887 (2022) - [j35]Minghui Huang
Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis. IEEE Trans. Affect. Comput. 13(3): 1337-1348 (2022) - [j34]Lihui Lin, Yanghui Rao
Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery. IEEE Trans. Knowl. Data Eng. 34(1): 219-235 (2022) - [j33]Xuewen Zhang, Yanghui Rao
Lifelong topic modeling with knowledge-enhanced adversarial network. World Wide Web 25(1): 219-238 (2022) - [c42]Zhihong Zhang, Xuewen Zhang, Yanghui Rao:
Nonparametric Forest-Structured Neural Topic Modeling. COLING 2022: 2585-2597 - [c41]Yuyin Lu, Xin Cheng, Ziran Liang
Graph-based Dynamic Word Embeddings. IJCAI 2022: 4280-4288 - 2021
- [j32]Qinjuan Yang, Haoran Xie
Pronunciation-Enhanced Chinese Word Embedding. Cogn. Comput. 13(3): 688-697 (2021) - [j31]Zhiyue Liu
GSMNet: Global Semantic Memory Network for Aspect-Level Sentiment Classification. IEEE Intell. Syst. 36(5): 122-130 (2021) - [j30]Xiaorui Qin
A constrained optimization approach for cross-domain emotion distribution learning. Knowl. Based Syst. 227: 107160 (2021) - [j29]Xiaorui Qin
TACN: A Topical Adversarial Capsule Network for textual network embedding. Neural Networks 144: 766-777 (2021) - [j28]Jianhui Pang
Fast Supervised Topic Models for Short Text Emotion Detection. IEEE Trans. Cybern. 51(2): 815-828 (2021) - [j27]Ziye Chen, Cheng Ding, Yanghui Rao
Hierarchical neural topic modeling with manifold regularization. World Wide Web 24(6): 2139-2160 (2021) - [c40]Xiaorui Qin, Yuyin Lu, Yufu Chen, Yanghui Rao:
Lifelong Learning of Topics and Domain-Specific Word Embeddings. ACL/IJCNLP (Findings) 2021: 2294-2309 - [c39]Ziye Chen, Cheng Ding, Zusheng Zhang, Yanghui Rao, Haoran Xie:
Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference. ACL/IJCNLP (1) 2021: 2343-2353 - [c38]Shurui Chen, Yufu Chen, Yuyin Lu, Yanghui Rao, Haoran Xie
Chinese Word Embedding Learning with Limited Data. APWeb/WAIM (1) 2021: 211-226 - [c37]Yuhao Feng, Yanghui Rao, Yuyao Tang, Ninghua Wang, He Liu:
Target-specified Sequence Labeling with Multi-head Self-attention for Target-oriented Opinion Words Extraction. NAACL-HLT 2021: 1805-1815 - [i3]Yicheng Zhu, Yiqiao Qiu, Yanghui Rao:
Topic Driven Adaptive Network for Cross-Domain Sentiment Classification. CoRR abs/2111.14094 (2021) - 2020
- [j26]Minghui Huang
Sentiment strength detection with a context-dependent lexicon-based convolutional neural network. Inf. Sci. 520: 389-399 (2020) - [j25]Jiachun Feng, Yanghui Rao
User group based emotion detection and topic discovery over short text. World Wide Web 23(3): 1553-1587 (2020) - [j24]Xiaorui Qin, Yanghui Rao, Haoran Xie
Extractive convolutional adversarial networks for network embedding. World Wide Web 23(3): 1925-1944 (2020) - [c36]Jiemin Wu, Yanghui Rao, Zusheng Zhang, Haoran Xie, Qing Li, Fu Lee Wang, Ziye Chen:
Neural Mixed Counting Models for Dispersed Topic Discovery. ACL 2020: 6159-6169 - [c35]Yuhao Feng, Jiachun Feng, Yanghui Rao:
Reward-Modulated Adversarial Topic Modeling. DASFAA (1) 2020: 689-697 - [c34]Lihui Lin, Hongyu Jiang, Yanghui Rao:
Copula Guided Neural Topic Modelling for Short Texts. SIGIR 2020: 1773-1776 - [i2]Jiachun Feng, Zusheng Zhang, Cheng Ding, Yanghui Rao, Haoran Xie:
Context Reinforced Neural Topic Modeling over Short Texts. CoRR abs/2008.04545 (2020)
2010 – 2019
- 2019
- [j23]Xingming Chen, Yanghui Rao, Haoran Xie
Sentiment Classification Using Negative and Intensive Sentiment Supplement Information. Data Sci. Eng. 4(2): 109-118 (2019) - [j22]Xin Li, Yanghui Rao, Haoran Xie
Social emotion classification based on noise-aware training. Data Knowl. Eng. 123 (2019) - [j21]Ling Luo, Haoran Xie
Personalized recommendation by matrix co-factorization with tags and time information. Expert Syst. Appl. 119: 311-321 (2019) - [j20]Qinjuan Yang, Yanghui Rao, Haoran Xie
Segment-Level Joint Topic-Sentiment Model for Online Review Analysis. IEEE Intell. Syst. 34(1): 43-50 (2019) - [j19]Xueying Zhan
Learning from Multi-annotator Data: A Noise-aware Classification Framework. ACM Trans. Inf. Syst. 37(2): 26:1-26:28 (2019) - [c33]Youwei Song, Jiahai Wang, Tao Jiang, Zhiyue Liu, Yanghui Rao:
Targeted Sentiment Classification with Attentional Encoder Network. ICANN (4) 2019: 93-103 - [c32]Yuwei Liu, Xingming Chen, Yanghui Rao, Haoran Xie
Supervised Group Embedding for Rumor Detection in Social Media. ICWE 2019: 139-153 - [c31]Tao Jiang, Jiahai Wang, Youwei Song, Yanghui Rao:
A Position-aware Transformation Network for Aspect-level Sentiment Classification. IJCNN 2019: 1-8 - [i1]Youwei Song, Jiahai Wang, Tao Jiang, Zhiyue Liu, Yanghui Rao:
Attentional Encoder Network for Targeted Sentiment Classification. CoRR abs/1902.09314 (2019) - 2018
- [j18]Weiming Liang, Haoran Xie
Universal affective model for Readers' emotion classification over short texts. Expert Syst. Appl. 114: 322-333 (2018) - [j17]Haoran Xie
Incorporating user experience into critiquing-based recommender systems: a collaborative approach based on compound critiquing. Int. J. Mach. Learn. Cybern. 9(5): 837-852 (2018) - [c30]Zenan Xu, Yetao Fu, Xingming Chen, Yanghui Rao, Haoran Xie
Sentiment Classification via Supplementary Information Modeling. APWeb/WAIM (1) 2018: 54-62 - [c29]Runxuan Chen, Haoran Xie
Extractive Adversarial Networks for Network Embedding. BESC 2018: 162-167 - [c28]Jiaxing Chen, Yanghui Rao, Runxuan Chen, Qi Dai, Xiaofeng Li, Ruixin Wang:
Attributed Network Embedding with Data Distribution Adaptation. BESC 2018: 250-255 - [c27]Xiangsheng Li, Yanghui Rao, Haoran Xie
Learning Dual Preferences with Non-negative Matrix Tri-Factorization for Top-N Recommender System. DASFAA (1) 2018: 133-149 - [c26]Minghui Huang, Yanghui Rao, Yuwei Liu, Haoran Xie, Fu Lee Wang:
Siamese Network-Based Supervised Topic Modeling. EMNLP 2018: 4652-4662 - [c25]Yifei Lu, Yanghui Rao, Jun Yang, Jian Yin:
Incorporating Lexicons into LSTM for Sentiment Classification. IJCNN 2018: 1-7 - 2017
- [j16]Di Zou
A Comparative Study on Various Vocabulary Knowledge Scales for Predicting Vocabulary Pre-Knowledge. Int. J. Distance Educ. Technol. 15(1): 69-81 (2017) - [j15]Yanghui Rao, Qing Li
A multi-relational term scheme for first story detection. Neurocomputing 254: 42-52 (2017) - [j14]Haoran Xie
Discover learning path for group users: A profile-based approach. Neurocomputing 254: 59-70 (2017) - [j13]Xiangsheng Li, Yanghui Rao
Bootstrapping Social Emotion Classification with Semantically Rich Hybrid Neural Networks. IEEE Trans. Affect. Comput. 8(4): 428-442 (2017) - [c24]Xingchang Huang, Yanghui Rao, Haoran Xie, Tak-Lam Wong, Fu Lee Wang:
Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost. AAAI 2017: 4939-4940 - [c23]Xueying Zhan
A Network Framework for Noisy Label Aggregation in Social Media. ACL (2) 2017: 484-490 - [c22]Wenjie Zheng, Zenan Xu, Yanghui Rao, Haoran Xie
Sentiment classification of short text using sentimental context. BESC 2017: 1-6 - [c21]Haoran Xie
Revisit tag-based profiles in the folksonomy: How many tags are sufficient for profiling? BigComp 2017: 274-277 - [c20]Endong Zhu, Yanghui Rao, Haoran Xie
Cluster-level Emotion Pattern Matching for Cross-Domain Social Emotion Classification. CIKM 2017: 2435-2438 - [c19]Yanghui Rao, Jianhui Pang, Haoran Xie
Supervised Intensive Topic Models for Emotion Detection over Short Text. DASFAA (1) 2017: 408-422 - [c18]Huijun Chen, Xin Li, Yanghui Rao, Haoran Xie
Sentiment Strength Prediction Using Auxiliary Features. WWW (Companion Volume) 2017: 5-14 - 2016
- [j12]Yanghui Rao:
Contextual Sentiment Topic Model for Adaptive Social Emotion Classification. IEEE Intell. Syst. 31(1): 41-47 (2016) - [j11]Yanghui Rao, Haoran Xie
Social emotion classification of short text via topic-level maximum entropy model. Inf. Manag. 53(8): 978-986 (2016) - [j10]Qing Li
Social Media for Ubiquitous Learning and Adaptive Tutoring [Guest editors' introduction]. IEEE Multim. 23(1): 18-24 (2016) - [j9]Jun Li, Yanghui Rao, Fengmei Jin
Multi-label maximum entropy model for social emotion classification over short text. Neurocomputing 210: 247-256 (2016) - [j8]Yanghui Rao, Haoran Xie
User authority ranking models for community question answering. J. Intell. Fuzzy Syst. 31(5): 2533-2542 (2016) - [j7]Yaowei Wang, Yanghui Rao, Xueying Zhan, Huijun Chen, Maoquan Luo, Jian Yin:
Sentiment and emotion classification over noisy labels. Knowl. Based Syst. 111: 207-216 (2016) - [c17]Xin Li, Yanghui Rao, Yanjia Chen, Xuebo Liu, Huan Huang:
Social Emotion Classification via Reader Perspective Weighted Model. AAAI 2016: 4230-4231 - [c16]Xin Li, Haoran Xie
Weighted multi-label classification model for sentiment analysis of online news. BigComp 2016: 215-222 - [c15]Jianhui Pang, Xiangsheng Li, Haoran Xie
SBTM: Topic Modeling over Short Texts. DASFAA Workshops 2016: 43-56 - [c14]Xiangsheng Li, Jianhui Pang, Biyun Mo, Yanghui Rao, Fu Lee Wang
Deep Neural Network for Short-Text Sentiment Classification. DASFAA Workshops 2016: 168-175 - [c13]Xiangsheng Li, Jianhui Pang, Biyun Mo, Yanghui Rao:
Hybrid neural networks for social emotion detection over short text. IJCNN 2016: 537-544 - 2015
- [j6]Haitao Zou, Zhiguo Gong, Nan Zhang, Qing Li
Adaptive ensemble with trust networks and collaborative recommendations. Knowl. Inf. Syst. 44(3): 663-688 (2015) - [c12]Yanghui Rao, Jun Li, Xiyun Xiang, Haoran Xie
Intensive Maximum Entropy Model for Sentiment Classification of Short Text. DASFAA Workshops 2015: 42-51 - [c11]Zewei Wu, Yanghui Rao, Xin Li, Jun Li, Haoran Xie
Sentiment Detection of Short Text via Probabilistic Topic Modeling. DASFAA Workshops 2015: 76-85 - [c10]Siyang Wang, Zeping Tang, Yanghui Rao, Haoran Xie
A Clustering Algorithm Based on Minimum Spanning Tree with E-learning Applications. ICWL Workshops 2015: 3-12 - [c9]Di Zou
Predicting Pre-knowledge on Vocabulary from e-Learning Assignments for Language Learners. ICWL Workshops 2015: 111-117 - [c8]Zitong Wang, Peng Kang, Zewei Wu, Yanghui Rao, Fu Lee Wang
A Density-Based Clustering Algorithm with Educational Applications. ICWL Workshops 2015: 118-127 - [c7]Zhongyin Guo, Yanghui Rao, Fu Lee Wang
Social Network Application Development Based on Cloud Computing for Web-based Learning. ICWL Workshops 2015: 134-139 - [c6]Xuebo Liu, Shuang Ye, Xin Li, Yonghao Luo, Yanghui Rao:
ZhihuRank: A Topic-Sensitive Expert Finding Algorithm in Community Question Answering Websites. ICWL 2015: 165-173 - 2014
- [j5]Jingsheng Lei, Yanghui Rao, Qing Li
Towards building a social emotion detection system for online news. Future Gener. Comput. Syst. 37: 438-448 (2014) - [j4]Yanghui Rao
Sentiment topic models for social emotion mining. Inf. Sci. 266: 90-100 (2014) - [j3]Yanghui Rao
Affective topic model for social emotion detection. Neural Networks 58: 29-37 (2014) - [j2]Haoran Xie
Community-aware user profile enrichment in folksonomy. Neural Networks 58: 111-121 (2014) - [j1]Yanghui Rao, Jingsheng Lei, Liu Wenyin, Qing Li
Building emotional dictionary for sentiment analysis of online news. World Wide Web 17(4): 723-742 (2014) - [c5]Xudong Mao, Qing Li
Popularity Tendency Analysis of Ranking-Oriented Collaborative Filtering from the Perspective of Loss Function. DASFAA (1) 2014: 451-465 - 2013
- [c4]Xudong Mao, Yanghui Rao, Qing Li
Recipe popularity prediction based on the analysis of social reviews. iCAST/UMEDIA 2013: 568-573 - [c3]Ting Jin, Haoran Xie
Finding Dominating Set from Verbal Contextual Graph for Personalized Search in Folksonomy. Web Intelligence 2013: 367-372 - 2012
- [c2]Yanghui Rao, Xiaojun Quan, Liu Wenyin, Qing Li, Mingliang Chen:
BuildingWord-Emotion Mapping Dictionary for Online News. SDAD@ECML/PKDD 2012: 28-39 - [c1]Yanghui Rao, Qing Li
Term Weighting Schemes for Emerging Event Detection. Web Intelligence 2012: 105-112
Coauthor Index
[j50] [j48] [i6] [j47] [j46] [j45] [j42] [c43] [j39] [j38] [j37] [j35] [j34] [j32] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [c36] [j23] [j22] [j21] [j20] [c32] [j18] [j17] [c30] [c29] [c27] [c26] [j16] [j15] [j14] [j13] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [j11] [j8] [c16] [c14] [c11] [c10] [c9] [c8] [c7]
[j50] [j48] [i6] [j46] [j45] [j43] [j42] [c43] [j39] [j38] [j37] [j36] [j35] [j34] [j32] [j30] [j29] [j28] [j27] [c39] [c38] [j26] [j25] [j24] [c36] [i2] [j23] [j22] [j21] [j20] [c32] [j18] [j17] [c30] [c29] [c27] [c26] [j16] [j15] [j14] [j13] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [j11] [j8] [c16] [c15] [c12] [c11] [c10] [c9] [j2] [c5] [c3]
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