| 2026 | SIGIR | Bi-Level Optimization for Generative Recommendation: Bridging Tokenization and Generation. | Yimeng Bai, Chang Liu, Yang Zhang, Dingxian Wang, Frank Yang, Andrew Rabinovich, Wenge Rong, Fuli Feng |
| 2025 | AAAI | Enhancing LLMs via High-Knowledge Data Selection. | Feiyu Duan, Xuemiao Zhang, Sirui Wang, Haoran Que, Yuqi Liu, Wenge Rong, Xunliang Cai |
| 2025 | ACL | Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching. | Jianfei Zhang, Bei Li, Jun Bai, Rumei Li, Yanmeng Wang, Chenghua Lin, Wenge Rong |
| 2025 | ACL | PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression. | Haoran Que, Wenge Rong |
| 2025 | COLING | Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment. | Jianfei Zhang, Jun Bai, Bei Li, Yanmeng Wang, Rumei Li, Chenghua Lin, Wenge Rong |
| 2025 | EMNLP | CogAtom: From Cognitive Atoms to Olympiad-level Mathematical Reasoning in Large Language Models. | Zhuofan Chen, Jiyuan He, Yichi Zhang, Xing Hu, Haoxing Wen, Jun Bai, Wenge Rong |
| 2024 | COLING | ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code Search. | Zehan Li, Jianfei Zhang, Chuantao Yin, Yuanxin Ouyang, Wenge Rong |
| 2024 | EMNLP | Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking. | Jun Bai, Zhuofan Chen, Zhenzi Li, Hanhua Hong, Jianfei Zhang, Chen Li, Chenghua Lin, Wenge Rong |
| 2024 | FIE | An RSB-GNN-Based EEG Approach for Exploring Students' Affective States in E-Learning. | Ting Li, Chuantao Yin, Yanmei Chai, Hui Chen, Wenge Rong, Yuanxin Ouyang |
| 2024 | HPCC | Dual-Track Aspect-Level Sentiment Analysis for Alleviating Cold Start in MOOC Course Reviews. | Bangqi Li, Qing Sun, Haochun Xia, Qinghua Cao, Wenge Rong, Chen Chen |
| 2024 | IJCNN | SACL: Siamese Adaptive Contrastive Learning for Recommendation. | Shikang Bao, Zhuang Liu, Chen Li, Jianfei Zhang, Guanming Chen, Yuanxin Ouyang, Wenge Rong |
| 2024 | IJCNN | Generative Spoken Language Modeling with Quantized Feature Enhancement. | Feiyu Duan, Chen Li, Keheng Wang, Si Wu, Chuantao Yin, Wenge Rong |
| 2024 | IJCNN | TELLMe: Teaching and Exploiting Large Language Models for Model Selection in Text Retrieval. | Zhenzi Li, Jun Bai, Zhuofan Chen, Chen Li, Yuanxin Ouyang, Wenge Rong |
| 2024 | IJCNN | Addressing Over-Squashing in GNNs with Graph Rewiring and Ordered Neurons. | Hao Li, Chen Li, Jianfei Zhang, Yuanxin Ouyang, Wenge Rong |
| 2024 | KSEM | Optimization Strategies for Knowledge Graph Based Distractor Generation. | Yingshuang Guo, Jianfei Zhang, Junjie Dong, Chen Li, Yuanxin Ouyang, Wenge Rong |
| 2024 | KSEM | Logarithm of Maximum Posterior Evidence: Advanced Model Selection for Text Classification. | Zhiwei Sun, Jun Bai, Zhenzi Li, Chen Li, Wenge Rong, Yuanxin Ouyang, Zhang Xiong |
| 2024 | KSEM | Prompt Based CVAE Data Augmentation for Few-Shot Intention Detection. | Junhao Xue, Chuantao Yin, Chen Li, Jun Bai, Hui Chen, Wenge Rong |
| 2023 | ACL | Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information. | Kun Zhao, Bohao Yang, Chenghua Lin, Wenge Rong, Aline Villavicencio, Xiaohui Cui |
| 2023 | ACL | Token-Level Self-Evolution Training for Sequence-to-Sequence Learning. | Keqin Peng, Liang Ding, Qihuang Zhong, Yuanxin Ouyang, Wenge Rong, Zhang Xiong, Dacheng Tao |
| 2023 | CIKM | PopDCL: Popularity-aware Debiased Contrastive Loss for Collaborative Filtering. | Zhuang Liu, Haoxuan Li, Guanming Chen, Yuanxin Ouyang, Wenge Rong, Zhang Xiong |
| 2023 | DSAA | 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 |
| 2023 | EMNLP | How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey. | Jun Bai, Xiaofeng Zhang, Chen Li, Hanhua Hong, Xi Xu, Chenghua Lin, Wenge Rong |
| 2023 | ICASSP | Permutation Invariant Training for Paraphrase Identification. | Jun Bai, Chuantao Yin, Hanhua Hong, Jianfei Zhang, Chen Li, Yanmeng Wang, Wenge Rong |
| 2023 | ICLR | Transformer-Patcher: One Mistake Worth One Neuron. | Zeyu Huang, Yikang Shen, Xiaofeng Zhang, Jie Zhou, Wenge Rong, Zhang Xiong |
| 2023 | IJCAI | Discovering Sounding Objects by Audio Queries for Audio Visual Segmentation. | Shaofei Huang, Han Li, Yuqing Wang, Hongji Zhu, Jiao Dai, Jizhong Han, Wenge Rong, Si Liu |
| 2023 | IJCNN | Solving Math Word Problems Following Logically Consistent Template. | Zeyu Huang, Xiaofeng Zhang, Jun Bai, Wenge Rong, Yuanxin Ouyang, Zhang Xiong |
| 2023 | IJCNN | Subgraph-Oriented Heterogeneous Drug-Target Interaction Identification. | Xiaofeng Zhang, Zeyu Huang, Jun Bai, Wenge Rong, Yuanxin Ouyang, Zhang Xiong |
| 2023 | KSEM | Multi-level and Multi-interest User Interest Modeling for News Recommendation. | Yun Hou, Yuanxin Ouyang, Zhuang Liu, Fujing Han, Wenge Rong, Zhang Xiong |
| 2023 | KSEM | Reinforcement Learning-Based Recommendation with User Reviews on Knowledge Graphs. | Siyuan Zhang, Yuanxin Ouyang, Zhuang Liu, Weijie He, Wenge Rong, Zhang Xiong |
| 2022 | EDUCON | A Recommendation Algorithm for University Master Tutors Based on Machine Learning. | Guanming Chen, Chuantao Yin, Yuanxin Ouyang, Wenge Rong, Zhang Xiong, Jinsong Cai |
| 2022 | EMNLP | Mixture of Attention Heads: Selecting Attention Heads Per Token. | Xiaofeng Zhang, Yikang Shen, Zeyu Huang, Jie Zhou, Wenge Rong, Zhang Xiong |
| 2022 | IJCNN | Graph and Question Interaction Aware Graph2Seq Model for Knowledge Base Question Generation. | Chen Li, Jun Bai, Chuanarui Wang, Yuanhao Hu, Wenge Rong, Zhang Xiong |
| 2022 | KSEM | Asymmetric Neighboring Context Modeling for Knowledge Graph Embedding. | Yuanhao Hu, Yuanxin Ouyang, Jun Bai, Chuanrui Wang, Wenge Rong, Zhang Xiong |
| 2022 | KSEM | KnowReQA: A Knowledge-aware Retrieval Question Answering System. | Chuanrui Wang, Jun Bai, Xiaofeng Zhang, Cen Yan, Yuanxin Ouyang, Wenge Rong, Zhang Xiong |
| 2022 | UIC | Reinforcement Learning-Based Explainable Recommendation over Knowledge Graphs with Negative Sampling. | Siyuan Zhang, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Zhang Xiong |
| 2021 | AIED | PAKT: A Position-Aware Self-attentive Approach for Knowledge Tracing. | Yuanxin Ouyang, Yucong Zhou, Hongbo Zhang, Wenge Rong, Zhang Xiong |
| 2021 | EMNLP | Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval. | Yanmeng Wang, Jun Bai, Ye Wang, Jianfei Zhang, Wenge Rong, Zongcheng Ji, Shaojun Wang, Jing Xiao |
| 2021 | ICANN | Hierarchical Lexicon Embedding Architecture for Chinese Named Entity Recognition. | Jiahao Hu, Yuanxin Ouyang, Chen Li, Chuanrui Wang, Wenge Rong, Zhang Xiong |
| 2021 | ICASSP | Paragraph Level Multi-Perspective Context Modeling for Question Generation. | Jun Bai, Wenge Rong, Feiyu Xia, Yanmeng Wang, Yuanxin Ouyang, Zhang Xiong |
| 2021 | ICASSP | Improving Dialogue Response Generation Via Knowledge Graph Filter. | Yanmeng Wang, Ye Wang, Xingyu Lou, Wenge Rong, Zhenghong Hao, Shaojun Wang |
| 2021 | ICASSP | Topic-Aware Dialogue Generation with Two-Hop Based Graph Attention. | Shijie Zhou, Wenge Rong, Jianfei Zhang, Yanmeng Wang, Libin Shi, Zhang Xiong |
| 2021 | ICDE | Manipulating Black-Box Networks for Centrality Promotion. | Wentao Li, Min Gao, Fan Wu, Wenge Rong, Junhao Wen, Lu Qin |
| 2021 | KSEM | Learning Path Recommendation for MOOC Platforms Based on a Knowledge Graph. | Hui Chen, Chuantao Yin, Xin Fan, Lei Qiao, Wenge Rong, Zhang Xiong |
| 2021 | KSEM | Learning Resource Recommendation in E-Learning Systems Based on Online Learning Style. | Lingyao Yan, Chuantao Yin, Hui Chen, Wenge Rong, Zhang Xiong, Bertrand David |
| 2020 | CIKM | aDMSCN: A Novel Perspective for User Intent Prediction in Customer Service Bots. | Kuan Xu, Chilin Fu, Xiaolu Zhang, Cen Chen, Ya-Lin Zhang, Wenge Rong, Zujie Wen, Jun Zhou, Xiaolong Li, Yu Qiao |
| 2020 | DCAI | Dynamic Multi-level Attention Models for Dialogue Response Generation. | Yanmeng Wang, Wenge Rong, Shijie Zhou, Yuanxin Ouyang, Zhang Xiong |
| 2020 | ICONIP | Weight Aware Feature Enriched Biomedical Lexical Answer Type Prediction. | Keqin Peng, Wenge Rong, Chen Li, Jiahao Hu, Zhang Xiong |
| 2020 | IJCNN | Knowledge Grounded Pre-Trained Model For Dialogue Response Generation. | Yanmeng Wang, Wenge Rong, Jianfei Zhang, Yuanxin Ouyang, Zhang Xiong |
| 2019 | EMNLP | Similarity Based Auxiliary Classifier for Named Entity Recognition. | Shiyuan Xiao, Yuanxin Ouyang, Wenge Rong, Jianxin Yang, Zhang Xiong |
| 2019 | ICASSP | Deep Hybrid Networks Based Response Selection for Multi-turn Dialogue Systems. | Xishuo Li, Lijun Zhang, Wenge Rong, Baiwen Li, Li Qi |
| 2019 | ICONIP | Topic Aware Context Modelling for Dialogue Response Generation. | Dali Chen, Wenge Rong, Zhiyuan Ma, Yuanxin Ouyang, Zhang Xiong |
| 2019 | IJCNN | Syntax Tree Aware Adversarial Question Rewriting for Answer Selection. | Shuang Qin, Wenge Rong, Libin Shi, Jianxin Yang, Haodong Yang, Zhang Xiong |
| 2019 | NAACL | Sequential Attention with Keyword Mask Model for Community-based Question Answering. | Jianxin Yang, Wenge Rong, Libin Shi, Zhang Xiong |
| 2019 | UIC | LSTM Based Semi-Supervised Attention Framework for Sentiment Analysis. | Hanxue Ji, Wenge Rong, Jingshuang Liu, Yuanxin Ouyang, Zhang Xiong |
| 2018 | AAAI | Improved Text Matching by Enhancing Mutual Information. | Yang Liu, Wenge Rong, Zhang Xiong |
| 2018 | AIED | Time Series Model for Predicting Dropout in Massive Open Online Courses. | Cui Tang, Yuanxin Ouyang, Wenge Rong, Jingshuai Zhang, Zhang Xiong |
| 2018 | APWEB | Importance-Weighted Distance Aware Stocks Trend Prediction. | Zherong Zhang, Wenge Rong, Yuanxin Ouyang, Zhang Xiong |
| 2018 | CSCWD | A System Framework for Sharing Economy. | Chuantao Yin, Xin Wang, Wenge Rong, Tianyu Wang, Bertrand David |
| 2018 | FIE | 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 |
| 2018 | ICANN | Interactive Area Topics Extraction with Policy Gradient. | Jingfei Han, Wenge Rong, Fang Zhang, Yutao Zhang, Jie Tang, Zhang Xiong |
| 2018 | ICONIP | Question Rewrite Based Dialogue Response Generation. | Hengrui Liu, Wenge Rong, Libin Shi, Yuanxin Ouyang, Zhang Xiong |
| 2018 | KSEM | A Hybrid RNN-CNN Encoder for Neural Conversation Model. | Zhiyuan Ma, Wenge Rong, Yanmeng Wang, Libin Shi, Zhang Xiong |
| 2018 | KSEM | Attention Aware Bidirectional Gated Recurrent Unit Based Framework for Sentiment Analysis. | Zhengxi Tian, Wenge Rong, Libin Shi, Jingshuang Liu, Zhang Xiong |
| 2018 | KSEM | Neural Sentiment Classification with Social Feedback Signals. | Tao Wang, Yuanxin Ouyang, Wenge Rong, Zhang Xiong |
| 2018 | NAACL | LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics. | Zhen Xu, Nan Jiang, Bingquan Liu, Wenge Rong, Bowen Wu, Baoxun Wang, Zhuoran Wang, Xiaolong Wang |
| 2017 | AAAI | Word Embedding Based Correlation Model for Question/Answer Matching. | Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong |
| 2017 | CogSci | Visual and Audio Aware Bi-Modal Video Emotion Recognition. | Siqi Xiang, Wenge Rong, Zhang Xiong, Min Gao, Qingyu Xiong |
| 2017 | ICANN | Attention Aware Semi-supervised Framework for Sentiment Analysis. | Jingshuang Liu, Wenge Rong, Chuan Tian, Min Gao, Zhang Xiong |
| 2017 | ICONIP | Stacked Denoising Autoencoder Based Stock Market Trend Prediction via K-Nearest Neighbour Data Selection. | Haonan Sun, Wenge Rong, Jiayi Zhang, Qiubin Liang, Zhang Xiong |
| 2017 | ICONIP | Make Users and Preferred Items Closer: Recommendation via Distance Metric Learning. | Junliang Yu, Min Gao, Wenge Rong, Yuqi Song, Qianqi Fang, Qingyu Xiong |
| 2017 | ICONIP | Data Augmentation Based Stock Trend Prediction Using Self-organising Map. | Jiayi Zhang, Wenge Rong, Qiubin Liang, Haonan Sun, Zhang Xiong |
| 2017 | IJCAI | Exploration of Tree-based Hierarchical Softmax for Recurrent Language Models. | Nan Jiang, Wenge Rong, Min Gao, Yikang Shen, Zhang Xiong |
| 2017 | IJCNN | Restricted Boltzmann machine based stock market trend prediction. | Qiubin Liang, Wenge Rong, Jiayi Zhang, Jingshuang Liu, Zhang Xiong |
| 2017 | IJCNN | Social recommendation using Euclidean embedding. | Wentao Li, Min Gao, Wenge Rong, Junhao Wen, Qingyu Xiong, Ruixi Jia, Tong Dou |
| 2017 | IJCNN | Convolution neural network based syntactic and semantic aware paraphrase identification. | Xiang Zhang, Wenge Rong, Jingshuang Liu, Chuan Tian, Zhang Xiong |
| 2017 | KSEM | Connecting Factorization and Distance Metric Learning for Social Recommendations. | Junliang Yu, Min Gao, Yuqi Song, Zehua Zhao, Wenge Rong, Qingyu Xiong |
| 2016 | ICANN | Bi-Modal Deep Boltzmann Machine Based Musical Emotion Classification. | Moyuan Huang, Wenge Rong, Tom Arjannikov, Nan Jiang, Zhang Xiong |
| 2016 | ICCSA | Rating Prediction Based Job Recommendation Service for College Students. | Rui Liu, Yuanxin Ouyang, Wenge Rong, Xin Song, Cui Tang, Zhang Xiong |
| 2016 | IJCNN | Convolutional Neural Network based sentiment analysis using Adaboost combination. | Yazhi Gao, Wenge Rong, Yikang Shen, Zhang Xiong |
| 2016 | IJCNN | Multidimensional scaling based knowledge provision for new questions in community Question Answering systems. | Siqi Xiang, Wenge Rong, Yikang Shen, Yuanxin Ouyang, Zhang Xiong |
| 2016 | ICWS | Shilling Attacks Analysis in Collaborative Filtering Based Web Service Recommendation Systems. | Xiang Li, Min Gao, Wenge Rong, Qingyu Xiong, Junhao Wen |
| 2016 | KSEM | LSSL-SSD: Social Spammer Detection with Laplacian Score and Semi-supervised Learning. | Wentao Li, Min Gao, Wenge Rong, Junhao Wen, Qingyu Xiong, Bin Ling |
| 2016 | KSEM | Implicit and Explicit Trust in Collaborative Filtering. | Yuanxin Ouyang, Jingshuai Zhang, Weizhu Xie, Wenge Rong, Zhang Xiong |
| 2015 | AAAI | Question/Answer Matching for CQA System via Combining Lexical and Sequential Information. | Yikang Shen, Wenge Rong, Zhiwei Sun, Yuanxin Ouyang, Zhang Xiong |
| 2015 | APSCC | Dependency Aware Business Process Analysis for Service Identification. | Jiawei Li, Wenge Rong, Chuantao Yin, Zhang Xiong |
| 2015 | APSCC | Social Aware Mobile Payment Service Popularity Analysis: The Case of WeChat Payment in China. | Yue Qu, Wenge Rong, Yuanxin Ouyang, Hui Chen, Zhang Xiong |
| 2015 | ICONIP | Item Category Aware Conditional Restricted Boltzmann Machine Based Recommendation. | Xiaomeng Liu, Yuanxin Ouyang, Wenge Rong, Zhang Xiong |
| 2015 | IJCNN | An empirical analysis of different sparse penalties for autoencoder in unsupervised feature learning. | Nan Jiang, Wenge Rong, Baolin Peng, Yifan Nie, Zhang Xiong |
| 2015 | KSEM | Multi-faceted Distrust Aware Recommendation. | Yaoyao Zheng, Yuanxin Ouyang, Wenge Rong, Zhang Xiong |
| 2015 | UIC | Mobile Surfing Pattern Analysis over Time and Location on a Big Access Record. | Gengliang Zhu, Hao Sheng, Wenge Rong, Chao Li, Zhang Xiong |
| 2014 | ICONIP | Choosing the Best Auto-Encoder-Based Bagging Classifier: An Empirical Study. | Yifan Nie, Wenge Rong, Yikang Shen, Chao Li, Zhang Xiong |
| 2014 | ICONIP | Autoencoder-Based Collaborative Filtering. | Yuanxin Ouyang, Wenqi Liu, Wenge Rong, Zhang Xiong |
| 2014 | WWW | Learning joint representation for community question answering with tri-modal DBM. | Baolin Peng, Wenge Rong, Yuanxin Ouyang, Chao Li, Zhang Xiong |
| 2014 | UIC | Influencing Factors Analysis of People's Answering Behaviours on Social Network Based Questions. | Zhiwei Sun, Wenge Rong, Yikang Shen, Yuanxin Ouyang, Chao Li, Zhang Xiong |
| 2013 | DASC | Combination of DM and OBDA for Ontology Generation from Relational Database. | Wenge Rong, Rifan Li, Hao Sheng, Yuanxin Ouyang, Zhang Xiong |
| 2013 | DASC | Semi-supervised Dual Recurrent Neural Network for Sentiment Analysis. | Wenge Rong, Baolin Peng, Yuanxin Ouyang, Chao Li, Zhang Xiong |
| 2013 | ICWS | Prioritised Stakeholder Analysis for Software Service Lifecycle Management. | Wenge Rong, Qinfen Wu, Yuanxin Ouyang, Kecheng Liu, Zhang Xiong |
| 2009 | ICWS | Personalized Web Service Ranking via User Group Combining Association Rule. | Wenge Rong, Kecheng Liu, Lin Liang |
| 2006 | PRIMA | A Multi-agent Architecture for CSCW Systems: From Organizational Semiotics Perspective. | Wenge Rong, Kecheng Liu |