A Multi-agent Architecture for CSCW Systems: From Organizational Semiotics Perspective. - Wenge Rong; Kecheng Liu (PRIMA, 2006)

Intelligent Agents for Pragmatic Web Services. - Lin Liang; Wenge Rong; Kecheng Liu (ALPIT, 2007)

Pragmatic Agent Based QoS Aware Web Services Composition. - Wenge Rong; Lin Liang; Kecheng Liu (SKG, 2007)

Towards Personalized Ranking in Web Service Selection. - Wenge Rong; Kecheng Liu; Lin Liang (ICEBE, 2008)

Association Rule Based Context Modeling for Web Service Discovery. - Wenge Rong; Kecheng Liu; Lin Liang (CEC/EEE, 2008)

Personalized Web Service Ranking via User Group Combining Association Rule. - Wenge Rong; Kecheng Liu; Lin Liang (ICWS, 2009)

A Survey of Context Aware Web Service Discovery: From User's Perspective. - Wenge Rong; Kecheng Liu (SOSE, 2010)

Intelligent transportation systems for smart cities: a progress review. - Zhang Xiong 001; Hao Sheng 001; Wenge Rong; Dave E. Cooper (Sci. China Inf. Sci., 2012)

Combination of DM and OBDA for Ontology Generation from Relational Database. - Wenge Rong; Rifan Li; Hao Sheng 001; Yuanxin Ouyang; Zhang Xiong 001 (DASC, 2013)

Semi-supervised Dual Recurrent Neural Network for Sentiment Analysis. - Wenge Rong; Baolin Peng; Yuanxin Ouyang; Chao Li 001; Zhang Xiong 001 (DASC, 2013)

Prioritised Stakeholder Analysis for Software Service Lifecycle Management. - Wenge Rong; Qinfen Wu; Yuanxin Ouyang; Kecheng Liu; Zhang Xiong 001 (ICWS, 2013)

Process Oriented Dependency Modelling for Service Identification. - Wenge Rong; Ting Li; Yuanxin Ouyang; Chao Li 001; Zhang Xiong 001 (ICISO, 2014)

Choosing the Best Auto-Encoder-Based Bagging Classifier: An Empirical Study. - Yifan Nie; Wenge Rong; Yikang Shen; Chao Li 001; Zhang Xiong 001 (ICONIP (1), 2014)

Autoencoder-Based Collaborative Filtering. - Yuanxin Ouyang; Wenqi Liu; Wenge Rong; Zhang Xiong 001 (ICONIP (3), 2014)

Influencing Factors Analysis of People's Answering Behaviours on Social Network Based Questions. - Zhiwei Sun; Wenge Rong; Yikang Shen; Yuanxin Ouyang; Chao Li 001; Zhang Xiong 001 (UIC/ATC/ScalCom, 2014)

Learning joint representation for community question answering with tri-modal DBM. - Baolin Peng; Wenge Rong; Yuanxin Ouyang; Chao Li 001; Zhang Xiong 001 (WWW (Companion Volume), 2014)

Stakeholder Identification and Analysis for Service Lifecycle Management. - Wenge Rong; Qinfen Wu; Yuanxin Ouyang; Kecheng Liu; Zhang Xiong 001 (Int. J. Web Serv. Res., 2014)

Auto-encoder based bagging architecture for sentiment analysis. - Wenge Rong; Yifan Nie; Yuanxin Ouyang; Baolin Peng; Zhang Xiong 001 (J. Vis. Lang. Comput., 2014)

Question/Answer Matching for CQA System via Combining Lexical and Sequential Information. - Yikang Shen; Wenge Rong; Zhiwei Sun; Yuanxin Ouyang; Zhang Xiong 001 (AAAI, 2015)

Dependency Aware Business Process Analysis for Service Identification. - Jiawei Li; Wenge Rong; Chuantao Yin; Zhang Xiong 001 (APSCC, 2015)

Social Aware Mobile Payment Service Popularity Analysis: The Case of WeChat Payment in China. - Yue Qu; Wenge Rong; Yuanxin Ouyang; Hui Chen 002; Zhang Xiong 001 (APSCC, 2015)

Item Category Aware Conditional Restricted Boltzmann Machine Based Recommendation. - Xiaomeng Liu; Yuanxin Ouyang; Wenge Rong; Zhang Xiong 001 (ICONIP (2), 2015)

An empirical analysis of different sparse penalties for autoencoder in unsupervised feature learning. - Nan Jiang 010; Wenge Rong; Baolin Peng; Yifan Nie; Zhang Xiong 001 (IJCNN, 2015)

Multi-faceted Distrust Aware Recommendation. - Yaoyao Zheng; Yuanxin Ouyang; Wenge Rong; Zhang Xiong 001 (KSEM, 2015)

Principal Component Analysis Aware BP Neural Network for Personal Information Prediction in Internet Based Services. - Yue Qu; Wenge Rong; Yuanxin Ouyang; Hui Chen 002; Zhang Xiong 001 (SmartCity, 2015)

Mobile Surfing Pattern Analysis over Time and Location on a Big Access Record. - Gengliang Zhu; Hao Sheng 001; Wenge Rong; Chao Li 001; Zhang Xiong 001 (UIC/ATC/ScalCom, 2015)

Structural information aware deep semi-supervised recurrent neural network for sentiment analysis. - Wenge Rong; Baolin Peng; Yuanxin Ouyang; Chao Li 001; Zhang Xiong 001 (Frontiers Comput. Sci., 2015)

Collaborative personal profiling for web service ranking and recommendation. - Wenge Rong; Baolin Peng; Yuanxin Ouyang; Kecheng Liu; Zhang Xiong 001 (Inf. Syst. Frontiers, 2015)

Embedding assisted prediction architecture for event trigger identification. - Yifan Nie; Wenge Rong; Yiyuan Zhang; Yuanxin Ouyang; Zhang Xiong 001 (J. Bioinform. Comput. Biol., 2015)

Bi-Modal Deep Boltzmann Machine Based Musical Emotion Classification. - Moyuan Huang; Wenge Rong; Tom Arjannikov; Nan Jiang 010; Zhang Xiong 001 (ICANN (2), 2016)

Rating Prediction Based Job Recommendation Service for College Students. - Rui Liu; Yuanxin Ouyang; Wenge Rong; Xin Song; Cui Tang; Zhang Xiong 001 (ICCSA (5), 2016)

Employer Oriented Recruitment Recommender Service for University Students. - Rui Liu; Yuanxin Ouyang; Wenge Rong; Xin Song; Weizhu Xie; Zhang Xiong 001 (ICIC (3), 2016)

Shilling Attacks Analysis in Collaborative Filtering Based Web Service Recommendation Systems. - Xiang Li; Min Gao 001; Wenge Rong; Qingyu Xiong; Junhao Wen 001 (ICWS, 2016)

Convolutional Neural Network based sentiment analysis using Adaboost combination. - Yazhi Gao; Wenge Rong; Yikang Shen; Zhang Xiong 001 (IJCNN, 2016)

Multidimensional scaling based knowledge provision for new questions in community Question Answering systems. - Siqi Xiang; Wenge Rong; Yikang Shen; Yuanxin Ouyang; Zhang Xiong 001 (IJCNN, 2016)

User Occupation Aware Conditional Restricted Boltzmann Machine Based Recommendation. - Weizhu Xie; Yuanxin Ouyang; Jingshuai Ouyang; Wenge Rong; Zhang Xiong 001 (iThings/GreenCom/CPSCom/SmartData, 2016)

LSSL-SSD: Social Spammer Detection with Laplacian Score and Semi-supervised Learning. - Wentao Li 001; Min Gao 001; Wenge Rong; Junhao Wen 001; Qingyu Xiong; Bin Ling (KSEM, 2016)

Implicit and Explicit Trust in Collaborative Filtering. - Yuanxin Ouyang; Jingshuai Zhang; Weizhu Xie; Wenge Rong; Zhang Xiong 001 (KSEM, 2016)

Modeling Joint Representation with Tri-Modal Deep Belief Networks for Query and Question Matching. - Nan Jiang 010; Wenge Rong; Baolin Peng; Yifan Nie; Zhang Xiong 001 (IEICE Trans. Inf. Syst., 2016)

Word Embedding Based Correlation Model for Question/Answer Matching. - Yikang Shen; Wenge Rong; Nan Jiang 010; Baolin Peng; Jie Tang 001; Zhang Xiong 001 (AAAI, 2017)

Visual and Audio Aware Bi-Modal Video Emotion Recognition. - Siqi Xiang; Wenge Rong; Zhang Xiong 001; Min Gao 001; Qingyu Xiong (CogSci, 2017)

Integrating User Embedding and Collaborative Filtering for Social Recommendations. - Junliang Yu; Min Gao 001; Yuqi Song; Qianqi Fang; Wenge Rong; Qingyu Xiong (CollaborateCom, 2017)

Task-technology Fit Aware Expectation-confirmation Model towards Understanding of MOOCs Continued Usage Intention. - Yuanxin Ouyang; Cui Tang; Wenge Rong; Long Zhang; Chuantao Yin; Zhang Xiong 001 (HICSS, 2017)

Attention Aware Semi-supervised Framework for Sentiment Analysis. - Jingshuang Liu; Wenge Rong; Chuan Tian; Min Gao 001; Zhang Xiong 001 (ICANN (2), 2017)

Stacked Denoising Autoencoder Based Stock Market Trend Prediction via K-Nearest Neighbour Data Selection. - Haonan Sun; Wenge Rong; Jiayi Zhang; Qiubin Liang; Zhang Xiong 001 (ICONIP (2), 2017)

Make Users and Preferred Items Closer: Recommendation via Distance Metric Learning. - Junliang Yu; Min Gao 001; Wenge Rong; Yuqi Song; Qianqi Fang; Qingyu Xiong (ICONIP (5), 2017)

Data Augmentation Based Stock Trend Prediction Using Self-organising Map. - Jiayi Zhang; Wenge Rong; Qiubin Liang; Haonan Sun; Zhang Xiong 001 (ICONIP (2), 2017)

Exploration of Tree-based Hierarchical Softmax for Recurrent Language Models. - Nan Jiang 010; Wenge Rong; Min Gao 001; Yikang Shen; Zhang Xiong 001 (IJCAI, 2017)

Social recommendation using Euclidean embedding. - Wentao Li 001; Min Gao 001; Wenge Rong; Junhao Wen 001; Qingyu Xiong; Ruixi Jia; Tong Dou (IJCNN, 2017)

Restricted Boltzmann machine based stock market trend prediction. - Qiubin Liang; Wenge Rong; Jiayi Zhang; Jingshuang Liu; Zhang Xiong 001 (IJCNN, 2017)

Convolution neural network based syntactic and semantic aware paraphrase identification. - Xiang Zhang; Wenge Rong; Jingshuang Liu; Chuan Tian; Zhang Xiong 001 (IJCNN, 2017)

Connecting Factorization and Distance Metric Learning for Social Recommendations. - Junliang Yu; Min Gao 001; Yuqi Song; Zehua Zhao; Wenge Rong; Qingyu Xiong (KSEM, 2017)

Attention Window Aware Encoder-Decoder Model for Spoken Language Understanding. - Yiming Wang; Wenge Rong; Jingshuang Liu; Jingfei Han; Zhang Xiong 001 (PCM (2), 2017)

A Social Recommender Based on Factorization and Distance Metric Learning. - Junliang Yu; Min Gao 001; Wenge Rong; Yuqi Song; Qingyu Xiong (IEEE Access, 2017)

A hierarchical similarity based job recommendation service framework for university students. - Rui Liu; Wenge Rong; Yuanxin Ouyang; Zhang Xiong 001 (Frontiers Comput. Sci., 2017)

The Performance of Location Aware Shilling Attacks in Web Service Recommendation. - Min Gao 001; Xiang Li; Wenge Rong; Junhao Wen 001; Qingyu Xiong (Int. J. Web Serv. Res., 2017)

An Extended Technology Acceptance Model for Mobile Social Gaming Service Popularity Analysis. - Hui Chen 002; Wenge Rong; Xiaoyang Ma; Yue Qu; Zhang Xiong 001 (Mob. Inf. Syst., 2017)

Citation regression analysis of computer science publications in different ranking categories and subfields. - Yifan Qian; Wenge Rong; Nan Jiang 010; Jie Tang 001; Zhang Xiong 001 (Scientometrics, 2017)

Improved Text Matching by Enhancing Mutual Information. - Yang Liu 088; Wenge Rong; Zhang Xiong 001 (AAAI, 2018)

Time Series Model for Predicting Dropout in Massive Open Online Courses. - Cui Tang; Yuanxin Ouyang; Wenge Rong; Jingshuai Zhang; Zhang Xiong 001 (AIED (2), 2018)

Importance-Weighted Distance Aware Stocks Trend Prediction. - Zherong Zhang; Wenge Rong; Yuanxin Ouyang; Zhang Xiong 001 (APWeb/WAIM (1), 2018)

A System Framework for Sharing Economy. - Chuantao Yin; Xin Wang; Wenge Rong; Tianyu Wang; Bertrand David 001 (CSCWD, 2018)

A Hybrid of Deep Sentence Representation and Local Feature Representation Model for Question Answer Selection. - Dongge Tang; Wenge Rong; Libin Shi; Haodong Yang; Zhang Xiong 001 (CyberC, 2018)

Improving Word Representation with Word Pair Distributional Asymmetry. - Chuan Tian; Wenge Rong; Yuanxin Ouyang; Zhang Xiong 001 (CyberC, 2018)

Teenagers need to aware their personal responsibility in internet society: our approach in information entrance course. - Yuanxin Ouyang; Shanbo Cui; Yue Qu; Shiyuan Xiao; Wenge Rong; Zhang Xiong 001 (FIE, 2018)

Interactive Area Topics Extraction with Policy Gradient. - Jingfei Han; Wenge Rong; Fang Zhang; Yutao Zhang; Jie Tang 001; Zhang Xiong 001 (ICANN (3), 2018)

Question Rewrite Based Dialogue Response Generation. - Hengrui Liu; Wenge Rong; Libin Shi; Yuanxin Ouyang; Zhang Xiong 001 (ICONIP (6), 2018)

A Hybrid RNN-CNN Encoder for Neural Conversation Model. - Zhiyuan Ma; Wenge Rong; Yanmeng Wang; Libin Shi; Zhang Xiong 001 (KSEM (2), 2018)

Attention Aware Bidirectional Gated Recurrent Unit Based Framework for Sentiment Analysis. - Zhengxi Tian; Wenge Rong; Libin Shi; Jingshuang Liu; Zhang Xiong 001 (KSEM (1), 2018)

Neural Sentiment Classification with Social Feedback Signals. - Tao Wang 025; Yuanxin Ouyang; Wenge Rong; Zhang Xiong 001 (KSEM (1), 2018)

LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics. - Zhen Xu 003; Nan Jiang 010; Bingquan Liu; Wenge Rong; Bowen Wu 001; Baoxun Wang; Zhuoran Wang; Xiaolong Wang 001 (NAACL-HLT, 2018)

Why Do Neural Response Generation Models Prefer Universal Replies? - Bowen Wu 001; Nan Jiang 010; Zhifeng Gao; Suke Li; Wenge Rong; Baoxun Wang (CoRR, 2018)

Influencing Factors Analysis for a Social Network Web Based Payment Service in China. - Yue Qu; Wenge Rong; Hui Chen 002; Yuanxin Ouyang; Zhang Xiong 001 (J. Theor. Appl. Electron. Commer. Res., 2018)

The impact of conference ranking systems in computer science: a comparative regression analysis. - Xiancheng Li; Wenge Rong; Haoran Shi; Jie Tang 001; Zhang Xiong 001 (Scientometrics, 2018)

Biological Event Trigger Identification with Noise Contrastive Estimation. - Nan Jiang 010; Wenge Rong; Yifan Nie; Yikang Shen; Zhang Xiong 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

Similarity Based Auxiliary Classifier for Named Entity Recognition. - Shiyuan Xiao; Yuanxin Ouyang; Wenge Rong; Jianxin Yang; Zhang Xiong 001 (EMNLP/IJCNLP (1), 2019)

Deep Hybrid Networks Based Response Selection for Multi-turn Dialogue Systems. - Xishuo Li; Lijun Zhang; Wenge Rong; Baiwen Li; Li Qi (ICASSP, 2019)

Open-Domain Dialogue Generation: Presence, Limitation and Future Directions. - Haodong Yang; Wenge Rong; Zhang Xiong 001 (ICIT, 2019)

Topic Aware Context Modelling for Dialogue Response Generation. - Dali Chen; Wenge Rong; Zhiyuan Ma; Yuanxin Ouyang; Zhang Xiong 001 (ICONIP (3), 2019)

Syntax Tree Aware Adversarial Question Rewriting for Answer Selection. - Shuang Qin; Wenge Rong; Libin Shi; Jianxin Yang; Haodong Yang; Zhang Xiong 001 (IJCNN, 2019)

Sequential Attention with Keyword Mask Model for Community-based Question Answering. - Jianxin Yang; Wenge Rong; Libin Shi; Zhang Xiong 001 (NAACL-HLT (1), 2019)

A Shallow BERT-CNN Model for Sentiment Analysis on MOOCs Comments. - Xiang Li; Hongbo Zhang; Yuanxin Ouyang; Zhang Xiong 001; Wenge Rong (TALE, 2019)

Automated Constmction of Course Knowledge Graph Based on China MOOC Platform. - Lei Qiao; Chuantao Yin; Hui Chen 002; Honglu Sun; Wenge Rong; Zhang Xiong 001 (TALE, 2019)

Social Factors Analysis for Understanding MOOCs Usage among University Students in China. - Long Zhang; Wenge Rong; Shanbo Cui; Yuanxin Ouyang; Zhang Xiong 001 (TALE, 2019)

LSTM Based Semi-Supervised Attention Framework for Sentiment Analysis. - Hanxue Ji; Wenge Rong; Jingshuang Liu; Yuanxin Ouyang; Zhang Xiong 001 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Augmenting Dialogue Response Generation With Unstructured Textual Knowledge. - Yanmeng Wang; Wenge Rong; Yuanxin Ouyang; Zhang Xiong 001 (IEEE Access, 2019)

Multiple Level Hierarchical Network-Based Clause Selection for Emotion Cause Extraction. - Xinyi Yu; Wenge Rong; Zhuo Zhang; Yuanxin Ouyang; Zhang Xiong 001 (IEEE Access, 2019)

Goal-oriented dependency analysis for service identification. - Jiawei Li; Wenge Rong; Chuantao Yin; Zhang Xiong 001 (Comput. Sci. Inf. Syst., 2019)

TV White Space Spectrum Analysis Based on Machine Learning. - Yuan Ma; Yue Gao 001; Chen Fu; Wenge Rong; Zhang Xiong 001; Shuguang Cui (J. Commun. Inf. Networks, 2019)

aDMSCN: A Novel Perspective for User Intent Prediction in Customer Service Bots. - Kuan Xu; Chilin Fu; Xiaolu Zhang; Cen Chen 001; Ya-Lin Zhang 001; Wenge Rong; Zujie Wen; Jun Zhou 011; Xiaolong Li 005; Yu Qiao 001 (CIKM, 2020)

Dynamic Multi-level Attention Models for Dialogue Response Generation. - Yanmeng Wang; Wenge Rong; Shijie Zhou; Yuanxin Ouyang; Zhang Xiong 001 (DCAI (Special Sessions), 2020)

Weight Aware Feature Enriched Biomedical Lexical Answer Type Prediction. - Keqin Peng; Wenge Rong; Chen Li 046; Jiahao Hu; Zhang Xiong 001 (ICONIP (3), 2020)

Knowledge Grounded Pre-Trained Model For Dialogue Response Generation. - Yanmeng Wang; Wenge Rong; Jianfei Zhang 003; Yuanxin Ouyang; Zhang Xiong 001 (IJCNN, 2020)

On the Low-density Latent Regions of VAE-based Language Models. - Ruizhe Li 001; Xutan Peng; Chenghua Lin; Wenge Rong; Zhigang Chen (Preregister@NeurIPS, 2020)

A dual channel class hierarchy based recurrent language modeling. - Libin Shi; Wenge Rong; Shijie Zhou; Nan Jiang 010; Zhang Xiong 001 (Neurocomputing, 2020)

A n-Gated Recurrent Unit with review for answer selection. - Dongge Tang; Wenge Rong; Shuang Qin; Jianxin Yang; Zhang Xiong 001 (Neurocomputing, 2020)

Ranking based multi-label classification for sentiment analysis. - Dengbo Chen; Wenge Rong; Jianfei Zhang 003; Zhang Xiong 001 (J. Intell. Fuzzy Syst., 2020)

Context-aware restricted Boltzmann machine meets collaborative filtering. - Jingshuai Zhang; Yuanxin Ouyang; Weizhu Xie; Wenge Rong; Zhang Xiong 001 (Online Inf. Rev., 2020)

LSTM-Based End-to-End Framework for Biomedical Event Extraction. - Xinyi Yu; Wenge Rong; Jingshuang Liu; Deyu Zhou; Yuanxin Ouyang; Zhang Xiong 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

Learning to Predict the Mobility of Users in Mobile mmWave Networks. - Xiaolan Liu 001; Jiadong Yu; Haoran Qi; Jianxin Yang; Wenge Rong; Xiuyin Zhang; Yue Gao 001 (IEEE Wirel. Commun., 2020)

PAKT: A Position-Aware Self-attentive Approach for Knowledge Tracing. - Yuanxin Ouyang; Yucong Zhou; Hongbo Zhang; Wenge Rong; Zhang Xiong 001 (AIED (2), 2021)

Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval. - Yanmeng Wang; Jun Bai; Ye Wang; Jianfei Zhang 003; Wenge Rong; Zongcheng Ji; Shaojun Wang; Jing Xiao 006 (EMNLP (Findings), 2021)

Hierarchical Lexicon Embedding Architecture for Chinese Named Entity Recognition. - Jiahao Hu; Yuanxin Ouyang; Chen Li 046; Chuanrui Wang; Wenge Rong; Zhang Xiong 001 (ICANN (5), 2021)

Paragraph Level Multi-Perspective Context Modeling for Question Generation. - Jun Bai; Wenge Rong; Feiyu Xia; Yanmeng Wang; Yuanxin Ouyang; Zhang Xiong 001 (ICASSP, 2021)

Improving Dialogue Response Generation Via Knowledge Graph Filter. - Yanmeng Wang; Ye Wang; Xingyu Lou; Wenge Rong; Zhenghong Hao; Shaojun Wang (ICASSP, 2021)

Topic-Aware Dialogue Generation with Two-Hop Based Graph Attention. - Shijie Zhou; Wenge Rong; Jianfei Zhang 003; Yanmeng Wang; Libin Shi; Zhang Xiong 001 (ICASSP, 2021)

Manipulating Black-Box Networks for Centrality Promotion. - Wentao Li 001; Min Gao 001; Fan Wu; Wenge Rong; Junhao Wen 001; Lu Qin 001 (ICDE, 2021)

Learning Path Recommendation for MOOC Platforms Based on a Knowledge Graph. - Hui Chen 002; Chuantao Yin; Xin Fan; Lei Qiao; Wenge Rong; Zhang Xiong 001 (KSEM, 2021)

Learning Resource Recommendation in E-Learning Systems Based on Online Learning Style. - Lingyao Yan; Chuantao Yin; Hui Chen 002; Wenge Rong; Zhang Xiong 001; Bertrand David 001 (KSEM, 2021)

Anomaly Detection for Early Warning in Object-oriented Programming Course. - Shaoxiao Lu; Xu Wang 007; Haici Zhou; Qing Sun 004; Wenge Rong; Ji Wu 003 (TALE, 2021)

Factor Analysis for the Acceptance of Introductory Courses Among University Students in China. - Wenge Rong; Junting Zhao; Yuanxin Ouyang; Shanbo Cui; Zhang Xiong 001 (TALE, 2021)

External features enriched model for biomedical question answering. - Gezheng Xu; Wenge Rong; Yanmeng Wang; Yuanxin Ouyang; Zhang Xiong 001 (BMC Bioinform., 2021)

Learning word representation by jointly using neighbor and syntactic contexts. - Chuan Tian; Wenge Rong; Shijie Zhou; Jianfei Zhang 003; Yuanxin Ouyang; Zhang Xiong 001 (Neurocomputing, 2021)

A Recommendation Algorithm for University Master Tutors Based on Machine Learning. - Guanming Chen; Chuantao Yin; Yuanxin Ouyang; Wenge Rong; Zhang Xiong 001; Jinsong Cai (EDUCON, 2022)

Mixture of Attention Heads: Selecting Attention Heads Per Token. - Xiaofeng Zhang 004; Yikang Shen; Zeyu Huang; Jie Zhou; Wenge Rong; Zhang Xiong 001 (EMNLP, 2022)

Graph and Question Interaction Aware Graph2Seq Model for Knowledge Base Question Generation. - Chen Li 046; Jun Bai; Chuanarui Wang; Yuanhao Hu; Wenge Rong; Zhang Xiong 001 (IJCNN, 2022)

Asymmetric Neighboring Context Modeling for Knowledge Graph Embedding. - Yuanhao Hu; Yuanxin Ouyang; Jun Bai; Chuanrui Wang; Wenge Rong; Zhang Xiong 001 (KSEM (1), 2022)

KnowReQA: A Knowledge-aware Retrieval Question Answering System. - Chuanrui Wang; Jun Bai; Xiaofeng Zhang 004; Cen Yan; Yuanxin Ouyang; Wenge Rong; Zhang Xiong 001 (KSEM (1), 2022)

Improving Variational Autoencoders with Density Gap-based Regularization. - Jianfei Zhang 003; Jun Bai; Chenghua Lin; Yanmeng Wang; Wenge Rong (NeurIPS, 2022)

MAKT: Multichannel Attention Networks based Knowledge Tracing with Representation Learning. - Xuyang Jiang; Yuanxin Ouyang; Zhuang Liu 004; Wenge Rong; Zhang Xiong 001 (TALE, 2022)

Reinforcement Learning-Based Explainable Recommendation over Knowledge Graphs with Negative Sampling. - Siyuan Zhang; Yuanxin Ouyang; Zhuang Liu 004; Wenge Rong; Zhang Xiong 001 (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Query-Response Interactions by Multi-tasks in Semantic Search for Chatbot Candidate Retrieval. - Libin Shi; Kai Zhang; Wenge Rong (CoRR, 2022)

Entity Aware Syntax Tree Based Data Augmentation for Natural Language Understanding. - Jiaxing Xu; Jianbin Cui; Jiangneng Li; Wenge Rong; Noboru Matsuda (CoRR, 2022)

Causal Intervention for Fairness in Multi-behavior Recommendation. - Xi Wang; Wenjie Wang 007; Fuli Feng; Wenge Rong; Chuantao Yin (CoRR, 2022)

Question type and answer related keywords aware question generation. - Jianfei Zhang 003; Wenge Rong; Dali Chen; Zhang Xiong 001 (J. Intell. Fuzzy Syst., 2022)

Named Entity Aware Transfer Learning for Biomedical Factoid Question Answering. - Keqin Peng; Chuantao Yin; Wenge Rong; Chenghua Lin; Deyu Zhou; Zhang Xiong 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information. - Kun Zhao 007; Bohao Yang; Chenghua Lin; Wenge Rong; Aline Villavicencio; Xiaohui Cui (ACL (1), 2023)

Token-Level Self-Evolution Training for Sequence-to-Sequence Learning. - Keqin Peng; Liang Ding 006; Qihuang Zhong; Yuanxin Ouyang; Wenge Rong; Zhang Xiong 001; Dacheng Tao (ACL (2), 2023)

PopDCL: Popularity-aware Debiased Contrastive Loss for Collaborative Filtering. - Zhuang Liu 004; Haoxuan Li 003; Guanming Chen; Yuanxin Ouyang; Wenge Rong; Zhang Xiong 001 (CIKM, 2023)

How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey. - Jun Bai; Xiaofeng Zhang 004; Chen Li 046; Hanhua Hong; Xi Xu; Chenghua Lin; Wenge Rong (EMNLP (Findings), 2023)

Permutation Invariant Training for Paraphrase Identification. - Jun Bai; Chuantao Yin; Hanhua Hong; Jianfei Zhang 003; Chen Li 046; Yanmeng Wang; Wenge Rong (ICASSP, 2023)

Weak Positive Sampling and Soft Smooth Labeling for Distractor Generation Data Augmentation. - Jiayun Wang; Jun Bai; Wenge Rong; Yuanxin Ouyang; Zhang Xiong 001 (ICIC (4), 2023)

Multi-task Question Generation Based Data Augmentation for Biomedical Answer Generation. - Junting Zhao; Jun Bai; Wenge Rong; Yuanxin Ouyang; Zhang Xiong 001 (ICIC (3), 2023)

Transformer-Patcher: One Mistake Worth One Neuron. - Zeyu Huang; Yikang Shen; Xiaofeng Zhang 004; Jie Zhou; Wenge Rong; Zhang Xiong 001 (ICLR, 2023)

Discovering Sounding Objects by Audio Queries for Audio Visual Segmentation. - Shaofei Huang 001; Han Li; Yuqing Wang; Hongji Zhu; Jiao Dai; Jizhong Han; Wenge Rong; Si Liu 001 (IJCAI, 2023)

Solving Math Word Problems Following Logically Consistent Template. - Zeyu Huang; Xiaofeng Zhang 004; Jun Bai; Wenge Rong; Yuanxin Ouyang; Zhang Xiong 001 (IJCNN, 2023)

Subgraph-Oriented Heterogeneous Drug-Target Interaction Identification. - Xiaofeng Zhang 004; Zeyu Huang; Jun Bai; Wenge Rong; Yuanxin Ouyang; Zhang Xiong 001 (IJCNN, 2023)

Multi-level and Multi-interest User Interest Modeling for News Recommendation. - Yun Hou; Yuanxin Ouyang; Zhuang Liu 004; Fujing Han; Wenge Rong; Zhang Xiong 001 (KSEM (3), 2023)

Reinforcement Learning-Based Recommendation with User Reviews on Knowledge Graphs. - Siyuan Zhang; Yuanxin Ouyang; Zhuang Liu 004; Weijie He; Wenge Rong; Zhang Xiong 001 (KSEM (3), 2023)

Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering. - Keheng Wang; Feiyu Duan; Sirui Wang; Peiguang Li; Yunsen Xian; Chuantao Yin; Wenge Rong; Zhang Xiong 001 (CoRR, 2023)

Token Relation Aware Chinese Named Entity Recognition. - Zeyu Huang; Wenge Rong; Xiaofeng Zhang 004; Yuanxin Ouyang; Chenghua Lin; Zhang Xiong 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Improving Biomedical ReQA With Consistent NLI-Transfer and Post-Whitening. - Jun Bai; Chuantao Yin; Zimeng Wu; Jianfei Zhang 003; Yanmeng Wang; Guanyi Jia; Wenge Rong; Zhang Xiong 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Adversarial Knowledge Distillation Based Biomedical Factoid Question Answering. - Jun Bai; Chuantao Yin; Jianfei Zhang 003; Yanmeng Wang; Yi Dong; Wenge Rong; Zhang Xiong 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Enhancing Biomedical ReQA With Adversarial Hard In-Batch Negative Samples. - Bo Zhao; Jun Bai; Chen Li 046; Jianfei Zhang 003; Wenge Rong; Yuanxin Ouyang; Zhang Xiong 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Goal-oriented conditional variational autoencoders for proactive and knowledge-aware conversational recommender system. - Cen Yan; Jun Bai; Yanmeng Wang; Wenge Rong; Yuanxin Ouyang; Zhang Xiong 001 (Comput. Speech Lang., 2023)

An Object Tuple Model for Understanding Pointer and Array in C Language. - Wenge Rong; Tianfan Xu; Zhiwei Sun; Zian Sun; Yuanxin Ouyang; Zhang Xiong 001 (IEEE Trans. Educ., 2023)

ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code Search. - Zehan Li; Jianfei Zhang 003; Chuantao Yin; Yuanxin Ouyang; Wenge Rong (LREC/COLING, 2024)

Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking. - Jun Bai; Zhuofan Chen; Zhenzi Li; Hanhua Hong; Jianfei Zhang 003; Chen Li 046; Chenghua Lin; Wenge Rong (EMNLP, 2024)

An RSB-GNN-Based EEG Approach for Exploring Students' Affective States in E-Learning. - Ting Li; Chuantao Yin; Yanmei Chai; Hui Chen 002; Wenge Rong; Yuanxin Ouyang (FIE, 2024)

Disentangled Hierarchical Attention Graph Neural Network for Recommendation. - Weijie He; Yuanxin Ouyang; Keqin Peng; Wenge Rong; Zhang Xiong 001 (ICIC (LNAI 1), 2024)

SACL: Siamese Adaptive Contrastive Learning for Recommendation. - Shikang Bao; Zhuang Liu 004; Chen Li 046; Jianfei Zhang 003; Guanming Chen; Yuanxin Ouyang; Wenge Rong (IJCNN, 2024)

Generative Spoken Language Modeling with Quantized Feature Enhancement. - Feiyu Duan; Chen Li 046; Keheng Wang; Si Wu; Chuantao Yin; Wenge Rong (IJCNN, 2024)

TELLMe: Teaching and Exploiting Large Language Models for Model Selection in Text Retrieval. - Zhenzi Li; Jun Bai; Zhuofan Chen; Chen Li 046; Yuanxin Ouyang; Wenge Rong (IJCNN, 2024)

Addressing Over-Squashing in GNNs with Graph Rewiring and Ordered Neurons. - Hao Li; Chen Li 046; Jianfei Zhang 003; Yuanxin Ouyang; Wenge Rong (IJCNN, 2024)

Optimization Strategies for Knowledge Graph Based Distractor Generation. - Yingshuang Guo; Jianfei Zhang 003; Junjie Dong; Chen Li 046; Yuanxin Ouyang; Wenge Rong (KSEM (1), 2024)

Logarithm of Maximum Posterior Evidence: Advanced Model Selection for Text Classification. - Zhiwei Sun; Jun Bai; Zhenzi Li; Chen Li 046; Wenge Rong; Yuanxin Ouyang; Zhang Xiong 001 (KSEM (2), 2024)

Prompt Based CVAE Data Augmentation for Few-Shot Intention Detection. - Junhao Xue; Chuantao Yin; Chen Li 046; Jun Bai; Hui Chen 002; Wenge Rong (KSEM (3), 2024)

RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts. - Jiaheng Liu; Zehao Ni; Haoran Que; Tao Sun 016; Noah Wang; Jian Yang 030; Jiakai Wang; Hongcheng Guo; Zhongyuan Peng; Ge Zhang 009; Jiayi Tian; Xingyuan Bu; et al. (NeurIPS, 2024)

Course Recommendation System Based on Course Knowledge Graph Generated by Large Language Models. - Xin Chen; Chuantao Yin; Hui Chen 002; Wenge Rong; Yuanxin Ouyang; Yanmei Chai (TALE, 2024)

A Review of Data Mining in Personalized Education: Current Trends and Future Prospects. - Zhang Xiong 001; Haoxuan Li 003; Zhuang Liu 004; Zhuofan Chen; Hao Zhou; Wenge Rong; Yuanxin Ouyang (CoRR, 2024)

Explainable Few-shot Knowledge Tracing. - Haoxuan Li 003; Jifan Yu; Yuanxin Ouyang; Zhuang Liu 004; Wenge Rong; Juanzi Li; Zhang Xiong 001 (CoRR, 2024)

Enhancing 3D Lane Detection and Topology Reasoning with 2D Lane Priors. - Han Li; Zehao Huang; Zitian Wang; Wenge Rong; Naiyan Wang; Si Liu 001 (CoRR, 2024)

PFME: A Modular Approach for Fine-grained Hallucination Detection and Editing of Large Language Models. - Kunquan Deng; Zeyu Huang; Chen Li 046; Chenghua Lin; Min Gao 001; Wenge Rong (CoRR, 2024)

HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models. - Haoran Que; Feiyu Duan; Liqun He; Yutao Mou; Wangchunshu Zhou; Jiaheng Liu; Wenge Rong; Zekun Moore Wang; Jian Yang 030; Ge Zhang 009; Junran Peng; Zhaoxiang Zhang 001; et al. (CoRR, 2024)

Multisource Soft Labeling and Hard Negative Sampling for Retrieval Distractor Ranking. - Jiayun Wang; Wenge Rong; Jun Bai; Zhiwei Sun; Yuanxin Ouyang; Zhang Xiong 001 (IEEE Trans. Learn. Technol., 2024)

Multimodal Contrastive Transformer for Explainable Recommendation. - Zhuang Liu 004; Yunpu Ma; Matthias Schubert; Yuanxin Ouyang; Wenge Rong; Zhang Xiong 001 (IEEE Trans. Comput. Soc. Syst., 2024)

TOCOL: improving contextual representation of pre-trained language models via token-level contrastive learning. - Keheng Wang; Chuantao Yin; Rumei Li; Sirui Wang; Yunsen Xian; Wenge Rong; Zhang Xiong 001 (Mach. Learn., 2024)

Causal Intervention for Fairness in Multibehavior Recommendation. - Xi Wang; Wenjie Wang 007; Fuli Feng; Wenge Rong; Chuantao Yin; Zhang Xiong 001 (IEEE Trans. Comput. Soc. Syst., 2024)

Enhancing LLMs via High-Knowledge Data Selection. - Feiyu Duan; Xuemiao Zhang; Sirui Wang; Haoran Que; Yuqi Liu; Wenge Rong; Xunliang Cai (AAAI, 2025)

Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching. - Jianfei Zhang 003; Bei Li; Jun Bai; Rumei Li; Yanmeng Wang; Chenghua Lin; Wenge Rong (ACL (Findings), 2025)

PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression. - Haoran Que; Wenge Rong (ACL (1), 2025)

Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment. - Jianfei Zhang 003; Jun Bai; Bei Li; Yanmeng Wang; Rumei Li; Chenghua Lin; Wenge Rong (COLING, 2025)

AAKT: Enhancing Knowledge Tracing With Alternate Autoregressive Modeling. - Hao Zhou; Wenge Rong; Jianfei Zhang 003; Qing Sun 004; Yuanxin Ouyang; Zhang Xiong 001 (IEEE Trans. Learn. Technol., 2025)

Wasserstein Dependent Graph Attention Network for Collaborative Filtering With Uncertainty. - Haoxuan Li 003; Yuanxin Ouyang; Zhuang Liu 004; Wenge Rong; Zhang Xiong 001 (IEEE Trans. Comput. Soc. Syst., 2025)

Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts. - Hanhua Hong; Chenghao Xiao; Yang Wang; Yiqi Liu; Wenge Rong; Chenghua Lin (CoRR, 2025)

DiscRec: Disentangled Semantic-Collaborative Modeling for Generative Recommendation. - Chang Liu; Yimeng Bai; Xiaoyan Zhao 005; Yang Zhang 072; Fuli Feng; Wenge Rong (CoRR, 2025)

Selecting text classification model through maximizing posterior evidence over informative sub-space. - Zhiwei Sun; Jun Bai; Zhuofan Chen; Chen Li 046; Wenge Rong; Zhang Xiong 001 (Frontiers Comput. Sci., 2025)