| 2026 | AAAI | Diffusion-Assisted Progressive Learning for Weakly Supervised Phrase Localization. | Pengyue Lin, Yanyang Hu, Xinjing Liu, Wenqi Jia, Fangxiang Feng, Ruifan Li |
| 2026 | AAAI | OX-MABSR: A Benchmark for Open-domain Explainable Multimodal Aspect-Based Sentiment Reasoning. | Xinjing Liu, Zixin Xue, Pengyue Lin, Xinyu Tu, Siwei Xu, Ruifan Li |
| 2026 | ACL | Progressive Planning and Reinforced Reasoning: Large Language Model-Guided Multi-hop Question Answering over Knowledge Graph. | Xiang Li, Runhai Jiao, Ruifan Li, Dongnan Wu, Ruojiao Qiao, Lei Liu |
| 2025 | AAAI | Concept Conductor: Orchestrating Multiple Personalized Concepts in Text-to-Image Synthesis. | Zebin Yao, Fangxiang Feng, Ruifan Li, Xiaojie Wang |
| 2025 | COLING | Multimodal Aspect-Based Sentiment Analysis under Conditional Relation. | Xinjing Liu, Ruifan Li, Shuqin Ye, Guangwei Zhang, Xiaojie Wang |
| 2025 | EMNLP | Multimodal Document-level Triple Extraction via Dynamic Graph Enhancement and Relation-Aware Reflection. | Xiang Li, Runhai Jiao, Changyu Zhou, Shoupeng Qiao, Ruojiao Qiao, Ruifan Li |
| 2025 | ICASSP | A Weighted Cross-entropy Loss for Mitigating LLM Hallucinations in Cross-lingual Continual Pretraining. | Yuantao Fan, Ruifan Li, Guangwei Zhang, Chuan Shi, Xiaojie Wang |
| 2025 | ICDM | A Generative Method with Elements Enhancement for Comparative Opinion Quintuple Extraction. | Shuqin Ye, Xinjing Liu, Siwei Xu, Yongjun Huang, Xiaojie Wang, Ruifan Li |
| 2025 | IJCNN | Sentiment-aware Dual-flow Graph Convolutional Networks for Aspect Based Sentimental Analysis. | Zixin Xue, Ruifan Li |
| 2024 | CVPR | Revisiting Counterfactual Problems in Referring Expression Comprehension. | Zhihan Yu, Ruifan Li |
| 2024 | ICASSP | Visual Prompt Tuning for Weakly Supervised Phrase Grounding. | Pengyue Lin, Zhihan Yu, Mingcong Lu, Fangxiang Feng, Ruifan Li, Xiaojie Wang |
| 2023 | ACL | USSA: A Unified Table Filling Scheme for Structured Sentiment Analysis. | Zepeng Zhai, Hao Chen, Ruifan Li, Xiaojie Wang |
| 2023 | ECAI | Enhanced Machine Reading Comprehension Method for Aspect Sentiment Quadruplet Extraction. | Shuqin Ye, Zepeng Zhai, Ruifan Li |
| 2023 | ICONIP | Knowledge Prompting with Contrastive Learning for Unsupervised CommonsenseQA. | Lihui Zhang, Ruifan Li |
| 2022 | ACL | Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction. | Hao Chen, Zepeng Zhai, Fangxiang Feng, Ruifan Li, Xiaojie Wang |
| 2022 | COLING | A Simple Model for Distantly Supervised Relation Extraction. | Ziqin Rao, Fangxiang Feng, Ruifan Li, Xiaojie Wang |
| 2022 | EMNLP | COM-MRC: A COntext-Masked Machine Reading Comprehension Framework for Aspect Sentiment Triplet Extraction. | Zepeng Zhai, Hao Chen, Fangxiang Feng, Ruifan Li, Xiaojie Wang |
| 2022 | EMNLP | KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering. | Lihui Zhang, Ruifan Li |
| 2021 | ACL | Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis. | Ruifan Li, Hao Chen, Fangxiang Feng, Zhanyu Ma, Xiaojie Wang, Eduard H. Hovy |
| 2020 | IJCAI | Multi-scale Two-way Deep Neural Network for Stock Trend Prediction. | Guang Liu, Yuzhao Mao, Qi Sun, Hailong Huang, Weiguo Gao, Xuan Li, Jianping Shen, Ruifan Li, Xiaojie Wang |
| 2019 | AAAI | Differential Networks for Visual Question Answering. | Chenfei Wu, Jinlai Liu, Xiaojie Wang, Ruifan Li |
| 2018 | IJCAI | Show and Tell More: Topic-Oriented Multi-Sentence Image Captioning. | Yuzhao Mao, Chang Zhou, Xiaojie Wang, Ruifan Li |
| 2017 | ICNC | Improving deep convolutional neural networks for real-world clothing image. | Ruifan Li, Yuzhao Mao, Ibrar Ahmad, Fangxiang Feng, Xiaojie Wang |
| 2014 | ACCV | Discovering Harmony: A Hierarchical Colour Harmony Model for Aesthetics Assessment. | Peng Lu, Zhijie Kuang, Xujun Peng, Ruifan Li |
| 2013 | ICONIP | Challenges in Representation Learning: A Report on Three Machine Learning Contests. | Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron C. Courville, Mehdi Mirza, Benjamin Hamner, William Cukierski, Yichuan Tang, David Thaler, Dong-Hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Tudor Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Chuang Zhang, Yoshua Bengio |