| 2026 | ACL | Interactive Semantic Parsing with Reinforcement Learning for Knowledge Graph Reasoning. | Yurun Song, Xiangqing Shen, Jianfei Yu, Rui Xia |
| 2026 | SIGIR | Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries. | Yin Wu, Quanyu Long, Jing Li, Jianfei Yu, Wenya Wang |
| 2025 | COLING | Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts. | Qiyuan He, Yizhong Wang, Jianfei Yu, Wenya Wang |
| 2025 | EMNLP | Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning. | Fanfan Wang, Xiangqing Shen, Jianfei Yu, Rui Xia |
| 2024 | ACL | A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis. | Hongjie Cai, Heqing Ma, Jianfei Yu, Rui Xia |
| 2024 | EMNLP | Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding. | Yidan Sun, Jianfei Yu, Boyang Li |
| 2023 | ACL | Emotion Cause Extraction on Social Media without Human Annotation. | Debin Xiao, Rui Xia, Jianfei Yu |
| 2023 | ACL | UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set. | Zinong Yang, Feng Xu, Jianfei Yu, Rui Xia |
| 2023 | ACL | Grounded Multimodal Named Entity Recognition on Social Media. | Jianfei Yu, Ziyan Li, Jieming Wang, Rui Xia |
| 2023 | ACL | Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis. | Jianfei Yu, Qiankun Zhao, Rui Xia |
| 2023 | ACL | A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations. | Wenjie Zheng, Jianfei Yu, Rui Xia, Shijin Wang |
| 2023 | EMNLP | A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis. | Nan Song, Hongjie Cai, Rui Xia, Jianfei Yu, Zhen Wu, Xinyu Dai |
| 2023 | EMNLP | Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge. | Fanfan Wang, Jianfei Yu, Rui Xia |
| 2022 | ACL | Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis. | Yan Ling, Jianfei Yu, Rui Xia |
| 2022 | IJCAI | Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching. | Jianfei Yu, Jieming Wang, Rui Xia, Junjie Li |
| 2022 | NAACL | Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction. | Junjie Li, Jianfei Yu, Rui Xia |
| 2021 | ACL | Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions. | Hongjie Cai, Rui Xia, Jianfei Yu |
| 2021 | ACL | Cross-Domain Review Generation for Aspect-Based Sentiment Analysis. | Jianfei Yu, Chenggong Gong, Rui Xia |
| 2021 | EMNLP | Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification. | Hao Chen, Rui Xia, Jianfei Yu |
| 2021 | EMNLP | Comparative Opinion Quintuple Extraction from Product Reviews. | Ziheng Liu, Rui Xia, Jianfei Yu |
| 2020 | ACL | ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction. | Zixiang Ding, Rui Xia, Jianfei Yu |
| 2020 | ACL | Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer. | Jianfei Yu, Jing Jiang, Li Yang, Rui Xia |
| 2020 | COLING | Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network. | Hongjie Cai, Yaofeng Tu, Xiangsheng Zhou, Jianfei Yu, Rui Xia |
| 2020 | EMNLP | End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning. | Zixiang Ding, Rui Xia, Jianfei Yu |
| 2020 | EMNLP | Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis. | Chenggong Gong, Jianfei Yu, Rui Xia |
| 2020 | EMNLP | A State-independent and Time-evolving Network for Early Rumor Detection in Social Media. | Rui Xia, Kaizhou Xuan, Jianfei Yu |
| 2020 | EMNLP | Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations. | Jianfei Yu, Jing Jiang, Ling Min Serena Khoo, Hai Leong Chieu, Rui Xia |
| 2019 | CIKM | Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder. | Yufei Tian, Jianfei Yu, Jing Jiang |
| 2019 | IJCAI | Adapting BERT for Target-Oriented Multimodal Sentiment Classification. | Jianfei Yu, Jing Jiang |
| 2018 | EMNLP | Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network. | Jianfei Yu, Lus Marujo, Jing Jiang, Pradeep Karuturi, William Brendel |
| 2018 | WSDM | Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce. | Jianfei Yu, Minghui Qiu, Jing Jiang, Jun Huang, Shuangyong Song, Wei Chu, Haiqing Chen |
| 2017 | AAAI | Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction. | Ying Ding, Jianfei Yu, Jing Jiang |
| 2017 | IJCNLP | Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification. | Jianfei Yu, Jing Jiang |
| 2016 | COLING | Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network. | Jianfei Yu, Jing Jiang |
| 2016 | EMNLP | Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification. | Jianfei Yu, Jing Jiang |
| 2015 | ACL | A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features. | Jianfei Yu, Jing Jiang |
| 2014 | AAAI | Instance-Based Domain Adaptation in NLP via In-Target-Domain Logistic Approximation. | Rui Xia, Jianfei Yu, Feng Xu, Shumei Wang |
| 2011 | HCI | Motion Control with Intentions for Virtual Assembly. | Jianfei Yu, Dan Zong, Chunpeng Li, Shihong Xia, Zhaoqi Wang |