| 2026 | ACL | Answering Cross-Dimensional Geometric Visual Questions by Multi-constraint Spatial Reasoning. | Dongling Li, Qi Chen, Jianxing Yu, Hanjiang Lai, Yanghui Rao, Wenqing Chen, Jian Yin |
| 2026 | ACL | HopWeaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions. | Zhiyu Shen, Jiyuan Liu, Yunhe Pang, Yanghui Rao, Fu Lee Wang, Jianxing Yu |
| 2026 | ACL | MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards. | Zhiyu Shen, Ziming Wu, Fuming Lai, Shaobing Lian, Yanghui Rao |
| 2026 | DASFAA | Inductive Controlled Generation Based on Adaptive Templates for Answering Subjective Product Questions. | Yian Yao, Jianxing Yu, Huaijie Zhu, Hanjiang Lai, Wei Liu, Yanghui Rao, Jian Yin |
| 2025 | ACL | Answering Complex Geographic Questions by Adaptive Reasoning with Visual Context and External Commonsense Knowledge. | Fan Li, Jianxing Yu, Jielong Tang, Wenqing Chen, Hanjiang Lai, Yanghui Rao, Jian Yin |
| 2025 | ACL | CoE: A Clue of Emotion Framework for Emotion Recognition in Conversations. | Zhiyu Shen, Yunhe Pang, Yanghui Rao, Jianxing Yu |
| 2025 | COLING | Detecting Emotional Incongruity of Sarcasm by Commonsense Reasoning. | Ziqi Qiu, Jianxing Yu, Yufeng Zhang, Hanjiang Lai, Yanghui Rao, Qinliang Su, Jian Yin |
| 2025 | COLING | Generating Commonsense Reasoning Questions with Controllable Complexity through Multi-step Structural Composition. | Jianxing Yu, Shiqi Wang, Hanjiang Lai, Wenqing Chen, Yanghui Rao, Qinliang Su, Jian Yin |
| 2025 | EMNLP | CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement. | Jiyuan Liu, Jielin Song, Yunhe Pang, Zhiyu Shen, Yanghui Rao |
| 2025 | EMNLP | Neural Topic Modeling via Contextual and Graph Information Fusion. | Jiyuan Liu, Jiaxing Yan, Chunjiang Zhu, Xingyu Liu, Li Qing, Yanghui Rao |
| 2025 | ICML | Improved Expressivity of Hypergraph Neural Networks through High-Dimensional Generalized Weisfeiler-Leman Algorithms. | Detian Zhang, Chengqiang Zhang, Yanghui Rao, Li Qing, Chunjiang Zhu |
| 2025 | KDD | GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model. | Yunhe Pang, Bo Chen, Fanjin Zhang, Yanghui Rao, Evgeny Kharlamov, Jie Tang |
| 2024 | ACL | Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning. | Yufeng Zhang, Jianxing Yu, Yanghui Rao, Libin Zheng, Qinliang Su, Huaijie Zhu, Jian Yin |
| 2024 | COLING | Hierarchical Topic Modeling via Contrastive Learning and Hyperbolic Embedding. | Zhicheng Lin, Hegang Chen, Yuyin Lu, Yanghui Rao, Hao Xu, Hanjiang Lai |
| 2024 | EMNLP | Unsupervised Hierarchical Topic Modeling via Anchor Word Clustering and Path Guidance. | Jiyuan Liu, Hegang Chen, Chunjiang Zhu, Yanghui Rao |
| 2024 | EMNLP | Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference. | Jianxing Yu, Shiqi Wang, Han Yin, Zhenlong Sun, Ruobing Xie, Bo Zhang, Yanghui Rao |
| 2023 | ACL | Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical Topic Modeling. | Hegang Chen, Pengbo Mao, Yuyin Lu, Yanghui Rao |
| 2023 | ACL | Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning. | Wangzhen Guo, Qinkang Gong, Yanghui Rao, Hanjiang Lai |
| 2023 | ACL | Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning. | Ziran Liang, Yuyin Lu, Hegang Chen, Yanghui Rao |
| 2023 | ACL | Exploring Robust Overfitting for Pre-trained Language Models. | Bin Zhu, Yanghui Rao |
| 2023 | APWEB | Lifelong Hierarchical Topic Modeling via Non-negative Matrix Factorization. | Zhicheng Lin, Jiaxing Yan, Zhiqi Lei, Yanghui Rao |
| 2023 | ICDE | Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery (Extended Abstract). | Lihui Lin, Yanghui Rao, Haoran Xie, Raymond Y. K. Lau, Jian Yin, Fu Lee Wang, Qing Li |
| 2022 | COLING | Nonparametric Forest-Structured Neural Topic Modeling. | Zhihong Zhang, Xuewen Zhang, Yanghui Rao |
| 2022 | IJCAI | Graph-based Dynamic Word Embeddings. | Yuyin Lu, Xin Cheng, Ziran Liang, Yanghui Rao |
| 2021 | ACL | Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference. | Ziye Chen, Cheng Ding, Zusheng Zhang, Yanghui Rao, Haoran Xie |
| 2021 | ACL | Lifelong Learning of Topics and Domain-Specific Word Embeddings. | Xiaorui Qin, Yuyin Lu, Yufu Chen, Yanghui Rao |
| 2021 | APWEB | Chinese Word Embedding Learning with Limited Data. | Shurui Chen, Yufu Chen, Yuyin Lu, Yanghui Rao, Haoran Xie, Qing Li |
| 2021 | NAACL | Target-specified Sequence Labeling with Multi-head Self-attention for Target-oriented Opinion Words Extraction. | Yuhao Feng, Yanghui Rao, Yuyao Tang, Ninghua Wang, He Liu |
| 2020 | ACL | Neural Mixed Counting Models for Dispersed Topic Discovery. | Jiemin Wu, Yanghui Rao, Zusheng Zhang, Haoran Xie, Qing Li, Fu Lee Wang, Ziye Chen |
| 2020 | DASFAA | Reward-Modulated Adversarial Topic Modeling. | Yuhao Feng, Jiachun Feng, Yanghui Rao |
| 2020 | SIGIR | Copula Guided Neural Topic Modelling for Short Texts. | Lihui Lin, Hongyu Jiang, Yanghui Rao |
| 2019 | ICANN | Targeted Sentiment Classification with Attentional Encoder Network. | Youwei Song, Jiahai Wang, Tao Jiang, Zhiyue Liu, Yanghui Rao |
| 2019 | IJCNN | A Position-aware Transformation Network for Aspect-level Sentiment Classification. | Tao Jiang, Jiahai Wang, Youwei Song, Yanghui Rao |
| 2019 | ICWE | Supervised Group Embedding for Rumor Detection in Social Media. | Yuwei Liu, Xingming Chen, Yanghui Rao, Haoran Xie, Qing Li, Jun Zhang, Yingchao Zhao, Fu Lee Wang |
| 2018 | APWEB | Sentiment Classification via Supplementary Information Modeling. | Zenan Xu, Yetao Fu, Xingming Chen, Yanghui Rao, Haoran Xie, Fu Lee Wang, Yang Peng |
| 2018 | DASFAA | Learning Dual Preferences with Non-negative Matrix Tri-Factorization for Top-N Recommender System. | Xiangsheng Li, Yanghui Rao, Haoran Xie, Yufu Chen, Raymond Y. K. Lau, Fu Lee Wang, Jian Yin |
| 2018 | EMNLP | Siamese Network-Based Supervised Topic Modeling. | Minghui Huang, Yanghui Rao, Yuwei Liu, Haoran Xie, Fu Lee Wang |
| 2018 | IJCNN | Incorporating Lexicons into LSTM for Sentiment Classification. | Yifei Lu, Yanghui Rao, Jun Yang, Jian Yin |
| 2017 | AAAI | Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost. | Xingchang Huang, Yanghui Rao, Haoran Xie, Tak-Lam Wong, Fu Lee Wang |
| 2017 | ACL | A Network Framework for Noisy Label Aggregation in Social Media. | Xueying Zhan, Yaowei Wang, Yanghui Rao, Haoran Xie, Qing Li, Fu Lee Wang, Tak-Lam Wong |
| 2017 | CIKM | Cluster-level Emotion Pattern Matching for Cross-Domain Social Emotion Classification. | Endong Zhu, Yanghui Rao, Haoran Xie, Yuwei Liu, Jian Yin, Fu Lee Wang |
| 2017 | DASFAA | Supervised Intensive Topic Models for Emotion Detection over Short Text. | Yanghui Rao, Jianhui Pang, Haoran Xie, An Liu, Tak-Lam Wong, Qing Li, Fu Lee Wang |
| 2017 | WWW | Sentiment Strength Prediction Using Auxiliary Features. | Huijun Chen, Xin Li, Yanghui Rao, Haoran Xie, Fu Lee Wang, Tak-Lam Wong |
| 2016 | AAAI | Social Emotion Classification via Reader Perspective Weighted Model. | Xin Li, Yanghui Rao, Yanjia Chen, Xuebo Liu, Huan Huang |
| 2016 | DASFAA | Deep Neural Network for Short-Text Sentiment Classification. | Xiangsheng Li, Jianhui Pang, Biyun Mo, Yanghui Rao, Fu Lee Wang |
| 2016 | DASFAA | SBTM: Topic Modeling over Short Texts. | Jianhui Pang, Xiangsheng Li, Haoran Xie, Yanghui Rao |
| 2016 | IJCNN | Hybrid neural networks for social emotion detection over short text. | Xiangsheng Li, Jianhui Pang, Biyun Mo, Yanghui Rao |
| 2015 | DASFAA | Intensive Maximum Entropy Model for Sentiment Classification of Short Text. | Yanghui Rao, Jun Li, Xiyun Xiang, Haoran Xie |
| 2015 | DASFAA | Sentiment Detection of Short Text via Probabilistic Topic Modeling. | Zewei Wu, Yanghui Rao, Xin Li, Jun Li, Haoran Xie, Fu Lee Wang |
| 2014 | DASFAA | Popularity Tendency Analysis of Ranking-Oriented Collaborative Filtering from the Perspective of Loss Function. | Xudong Mao, Qing Li, Haoran Xie, Yanghui Rao |