| 2026 | ACL | Don't Just Listen, Try Planning: Graph-based Retrieval-Generation Agent for Long-form Audio Meeting Understanding. | Quanwei Tang, Dong Zhang, Shoushan Li, Guodong Zhou |
| 2025 | ACL | Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks. | Minjie Qiang, Zhongqing Wang, Xiaoyi Bao, Haoyuan Ma, Shoushan Li, Guodong Zhou |
| 2025 | ACL | A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment. | Quanwei Tang, Sophia Yat Mei Lee, Junshuang Wu, Dong Zhang, Shoushan Li, Erik Cambria, Guodong Zhou |
| 2025 | ACL | Vision-aided Unsupervised Constituency Parsing with Multi-MLLM Debating. | Dong Zhang, Haiyan Tian, Qingying Sun, Shoushan Li |
| 2025 | COLING | Exploring Unified Training Framework for Multimodal User Profiling. | Minjie Qiang, Zhongqing Wang, Shoushan Li, Guodong Zhou |
| 2025 | EMNLP | Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective. | Zhihao Zhang, Sophia Yat Mei Lee, Dong Zhang, Shoushan Li, Guodong Zhou |
| 2025 | ICANN | Few-Shot Learning for Syndrome Differentiation with Two Prompts. | Xian Zhou, Sophia Yat Mei Lee, Xinhe Gang, Yichen Yang, Yu Liu, Shengfeng Ju, Shoushan Li |
| 2025 | ICASSP | Pathological Section Staining Transferring with Tailored Metric-based Model Selection. | Yiming Ji, Suyang Zhu, Dong Zhang, Shoushan Li |
| 2025 | WWW | Omni-SILA: Towards Omni-scene Driven Visual Sentiment Identifying, Locating and Attributing in Videos. | Jiamin Luo, Jingjing Wang, Junxiao Ma, Yujie Jin, Shoushan Li, Guodong Zhou |
| 2024 | CIKM | Two Heads are Better than One: Zero-shot Cognitive Reasoning via Multi-LLM Knowledge Fusion. | Liang Liu, Dong Zhang, Shoushan Li, Guodong Zhou, Erik Cambria |
| 2024 | DASFAA | Bilingual Multimodal Graph Modeling for Text-Image Relation Inference. | Dong Zhang, Wenjie Lu, Shoushan Li, Guodong Zhou |
| 2024 | EMNLP | Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective. | Zhihao Zhang, Sophia Yat Mei Lee, Junshuang Wu, Dong Zhang, Shoushan Li, Erik Cambria, Guodong Zhou |
| 2024 | ICANN | Generative Chain-of-Thought for Zero-Shot Cognitive Reasoning. | Liang Liu, Dong Zhang, Suyang Zhu, Shoushan Li |
| 2024 | ICANN | Hair Transfer with Efficient Heuristic Chain of Editing. | Yuansheng Ma, Dong Zhang, Suyang Zhu, Shoushan Li |
| 2023 | ACL | Word-level Prefix/Suffix Sense Detection: A Case Study on Negation Sense with Few-shot Learning. | Yameng Li, Zicheng Li, Ying Chen, Shoushan Li |
| 2023 | CIKM | Real-time Emotion Pre-Recognition in Conversations with Contrastive Multi-modal Dialogue Pre-training. | Xincheng Ju, Dong Zhang, Suyang Zhu, Junhui Li, Shoushan Li, Guodong Zhou |
| 2023 | ECAI | Comment-Aware Multi-Modal Heterogeneous Pre-Training for Humor Detection in Short-Form Videos. | Yang Liu, Huanqin Ping, Dong Zhang, Qingying Sun, Shoushan Li, Guodong Zhou |
| 2022 | AAAI | KATG: Keyword-Bias-Aware Adversarial Text Generation for Text Classification. | Lingfeng Shen, Shoushan Li, Ying Chen |
| 2022 | COLING | One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification. | Xiaoqin Chang, Sophia Yat Mei Lee, Suyang Zhu, Shoushan Li, Guodong Zhou |
| 2022 | COLING | Pre-trained Token-replaced Detection Model as Few-shot Learner. | Zicheng Li, Shoushan Li, Guodong Zhou |
| 2022 | IJCAI | Aspect-based Sentiment Analysis with Opinion Tree Generation. | Xiaoyi Bao, Zhongqing Wang, Xiaotong Jiang, Rong Xiao, Shoushan Li |
| 2021 | AAAI | Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing. | Dong Zhang, Xincheng Ju, Wei Zhang, Junhui Li, Shoushan Li, Qiaoming Zhu, Guodong Zhou |
| 2021 | ACL | More than Text: Multi-modal Chinese Word Segmentation. | Dong Zhang, Zheng Hu, Shoushan Li, Hanqian Wu, Qiaoming Zhu, Guodong Zhou |
| 2021 | EMNLP | Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection. | Xincheng Ju, Dong Zhang, Rong Xiao, Junhui Li, Shoushan Li, Min Zhang, Guodong Zhou |
| 2020 | AAAI | Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning. | Jiancheng Wang, Jingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou |
| 2020 | ACL | Aspect Sentiment Classification with Document-level Sentiment Preference Modeling. | Xiao Chen, Changlong Sun, Jingjing Wang, Shoushan Li, Luo Si, Min Zhang, Guodong Zhou |
| 2020 | COLING | Multimodal Topic-Enriched Auxiliary Learning for Depression Detection. | Minghui An, Jingjing Wang, Shoushan Li, Guodong Zhou |
| 2020 | COLING | End-to-End Emotion-Cause Pair Extraction with Graph Convolutional Network. | Ying Chen, Wenjun Hou, Shoushan Li, Caicong Wu, Xiaoqiang Zhang |
| 2020 | COLING | Sentiment Forecasting in Dialog. | Zhongqing Wang, Xiujun Zhu, Yue Zhang, Shoushan Li, Guodong Zhou |
| 2020 | EMNLP | Multi-modal Multi-label Emotion Detection with Modality and Label Dependence. | Dong Zhang, Xincheng Ju, Junhui Li, Shoushan Li, Qiaoming Zhu, Guodong Zhou |
| 2020 | EMNLP | Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue. | Weisheng Zhang, Kaisong Song, Yangyang Kang, Zhongqing Wang, Changlong Sun, Xiaozhong Liu, Shoushan Li, Min Zhang, Luo Si |
| 2019 | ACL | Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network. | Jingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou |
| 2019 | ACL | Adversarial Attention Modeling for Multi-dimensional Emotion Regression. | Suyang Zhu, Shoushan Li, Guodong Zhou |
| 2019 | EMNLP | Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning. | Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou |
| 2019 | EMNLP | Emotion Detection with Neural Personal Discrimination. | Xiabing Zhou, Zhongqing Wang, Shoushan Li, Guodong Zhou, Min Zhang |
| 2019 | IJCAI | Modeling Source Syntax and Semantics for Neural AMR Parsing. | DongLai Ge, Junhui Li, Muhua Zhu, Shoushan Li |
| 2019 | IJCAI | Modeling both Context- and Speaker-Sensitive Dependence for Emotion Detection in Multi-speaker Conversations. | Dong Zhang, Liangqing Wu, Changlong Sun, Shoushan Li, Qiaoming Zhu, Guodong Zhou |
| 2018 | COLING | Cross-media User Profiling with Joint Textual and Social User Embedding. | Jingjing Wang, Shoushan Li, Mingqi Jiang, Hanqian Wu, Guodong Zhou |
| 2018 | COLING | One vs. Many QA Matching with both Word-level and Sentence-level Attention Network. | Lu Wang, Shoushan Li, Changlong Sun, Luo Si, Xiaozhong Liu, Min Zhang, Guodong Zhou |
| 2018 | EMNLP | Joint Learning for Emotion Classification and Emotion Cause Detection. | Ying Chen, Wenjun Hou, Xiyao Cheng, Shoushan Li |
| 2018 | EMNLP | Sentiment Classification towards Question-Answering with Hierarchical Matching Network. | Chenlin Shen, Changlong Sun, Jingjing Wang, Yangyang Kang, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou |
| 2018 | IJCAI | Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks. | Jingjing Wang, Jie Li, Shoushan Li, Yangyang Kang, Min Zhang, Luo Si, Guodong Zhou |
| 2017 | IJCAI | Joint Learning on Relevant User Attributes in Micro-blog. | Jingjing Wang, Shoushan Li, Guodong Zhou |
| 2016 | COLING | Semi-supervised Gender Classification with Joint Textual and Social Modeling. | Shoushan Li, Bin Dai, Zhengxian Gong, Guodong Zhou |
| 2016 | COLING | Two-View Label Propagation to Semi-supervised Reader Emotion Classification. | Shoushan Li, Jian Xu, Dong Zhang, Guodong Zhou |
| 2016 | COLING | A Bilingual Attention Network for Code-switched Emotion Prediction. | Zhongqing Wang, Yue Zhang, Sophia Yat Mei Lee, Shoushan Li, Guodong Zhou |
| 2016 | COLING | User Classification with Multiple Textual Perspectives. | Dong Zhang, Shoushan Li, Hongling Wang, Guodong Zhou |
| 2016 | COLING | Corpus Fusion for Emotion Classification. | Suyang Zhu, Shoushan Li, Ying Chen, Guodong Zhou |
| 2015 | ACL | Sentence-level Emotion Classification with Label and Context Dependence. | Shoushan Li, Lei Huang, Rong Wang, Guodong Zhou |
| 2015 | ACL | Semi-Stacking for Semi-supervised Sentiment Classification. | Shoushan Li, Lei Huang, Jingjing Wang, Guodong Zhou |
| 2015 | ACL | Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information. | Zhongqing Wang, Sophia Yat Mei Lee, Shoushan Li, Guodong Zhou |
| 2015 | DASFAA | Joint Sentiment and Emotion Classification with Integer Linear Programming. | Rong Wang, Shoushan Li, Guodong Zhou, Hanxiao Shi |
| 2015 | DASFAA | Leveraging Interactive Knowledge and Unlabeled Data in Gender Classification with Co-training. | Jingjing Wang, Yunxia Xue, Shoushan Li, Guodong Zhou |
| 2015 | DASFAA | Interactive Gender Inference in Social Media. | Zhu Zhu, Jingjing Wang, Shoushan Li, Guodong Zhou |
| 2015 | IJCAI | Interactive Gender Inference with Integer Linear Programming. | Shoushan Li, Jingjing Wang, Guodong Zhou, Hanxiao Shi |
| 2014 | ACL | Bilingual Event Extraction: a Case Study on Trigger Type Determination. | Zhu Zhu, Shoushan Li, Guodong Zhou, Rui Xia |
| 2014 | COLING | Skill Inference with Personal and Skill Connections. | Zhongqing Wang, Shoushan Li, Hanxiao Shi, Guodong Zhou |
| 2014 | LREC | Annotating Events in an Emotion Corpus. | Sophia Yat Mei Lee, Shoushan Li, Chu-Ren Huang |
| 2013 | ACL | Joint Modeling of News Reader's and Comment Writer's Emotions. | Huanhuan Liu, Shoushan Li, Guodong Zhou, Chu-Ren Huang, Peifeng Li |
| 2013 | ACL | Dual Training and Dual Prediction for Polarity Classification. | Rui Xia, Tao Wang, Xuelei Hu, Shoushan Li, Chengqing Zong |
| 2013 | CIKM | Joint learning on sentiment and emotion classification. | Wei Gao, Shoushan Li, Sophia Yat Mei Lee, Guodong Zhou, Chu-Ren Huang |
| 2013 | EMNLP | Collective Personal Profile Summarization with Social Networks. | Zhongqing Wang, Shoushan Li, Fang Kong, Guodong Zhou |
| 2013 | IJCAI | Active Learning for Cross-domain Sentiment Classification. | Shoushan Li, Yunxia Xue, Zhongqing Wang, Guodong Zhou |
| 2012 | AAAI | Opinion Target Extraction Using a Shallow Semantic Parsing Framework. | Shoushan Li, Rongyang Wang, Guodong Zhou |
| 2012 | CIKM | Dual word and document seed selection for semi-supervised sentiment classification. | Shengfeng Ju, Shoushan Li, Yan Su, Guodong Zhou, Yu Hong, Xiaojun Li |
| 2012 | COLING | Active Learning for Chinese Word Segmentation. | Shoushan Li, Guodong Zhou, Chu-Ren Huang |
| 2012 | EMNLP | Active Learning for Imbalanced Sentiment Classification. | Shoushan Li, Shengfeng Ju, Guodong Zhou, Xiaojun Li |
| 2011 | CIKM | Imbalanced sentiment classification. | Shoushan Li, Guodong Zhou, Zhongqing Wang, Sophia Yat Mei Lee, Rangyang Wang |
| 2011 | IJCAI | Semi-Supervised Learning for Imbalanced Sentiment Classification. | Shoushan Li, Zhongqing Wang, Guodong Zhou, Sophia Yat Mei Lee |
| 2010 | ACL | Employing Personal/Impersonal Views in Supervised and Semi-Supervised Sentiment Classification. | Shoushan Li, Chu-Ren Huang, Guodong Zhou, Sophia Yat Mei Lee |
| 2010 | COLING | Emotion Cause Detection with Linguistic Constructions. | Ying Chen, Sophia Yat Mei Lee, Shoushan Li, Chu-Ren Huang |
| 2010 | COLING | Sentiment Classification and Polarity Shifting. | Shoushan Li, Sophia Yat Mei Lee, Ying Chen, Chu-Ren Huang, Guodong Zhou |
| 2010 | LREC | Emotion Cause Events: Corpus Construction and Analysis. | Sophia Yat Mei Lee, Ying Chen, Shoushan Li, Chu-Ren Huang |
| 2009 | ACL | A Framework of Feature Selection Methods for Text Categorization. | Shoushan Li, Rui Xia, Chengqing Zong, Chu-Ren Huang |
| 2009 | PACLIC | Sentiment Classification Considering Negation and Contrast Transition. | Shoushan Li, Chu-Ren Huang |
| 2009 | PACLIC | Word Boundary Decision with CRF for Chinese Word Segmentation. | Shoushan Li, Chu-Ren Huang |
| 2008 | ACL | Multi-domain Sentiment Classification. | Shoushan Li, Chengqing Zong |
| 2008 | COLING | Sentence Type Based Reordering Model for Statistical Machine Translation. | Jiajun Zhang, Chengqing Zong, Shoushan Li |