2019.12至今：南京理工大学，南京；
2018.11-2019.12：研究科学家，新加坡管理大学，新加坡；
2018.05-2018.08：研究性实习，美国Snap公司研究部门，美国洛杉矶；
2017.05-2017.08：研究性实习，阿里巴巴公司阿里云大规模机器学习团队，杭州。
2014.08-2018.11：博士，计算机与信息系统，新加坡管理大学；
2012.09-2014.06：硕士，计算机技术，南京理工大学；
2008.09-2012.06：本科，软件工程，南京理工大学。
国际会议Virtual Infrastructure Co-Chair: ACL 2021;
国际会议领域主席: ACL 2023, AACL/IJCNLP 2023, ACL Rolling Review 2021-now;
国际会议高级程序委员会委员: IJCAI 2021;
国际会议杰出审稿人: EMNLP 2020, COLING 2018;
国际会议程序委员会委员: AAAI, ACL, COLING, CIKM, EACL, EMNLP, NAACL, NeurIPS, ICML, ICLR, IJCAI, IJCNLP, CCL, etc;
国际期刊审稿人: TACL, TKDE, TOIS, IEEE TAFFC, IEEE/ACM TASLP, ACM TALLIP, IPM, JASIST, Neurocomputing, etc.
近年代表性期刊论文：
1. KBS 2023. Li Yang, Jieming Wang, Jin-Cheon Na, and Jianfei Yu†. Generating Paraphrase Sentences for Multimodal Entity-Category-Sentiment Triple Extraction. To appear in Knowledge-Based Systems.
2. IEEE TAFFC 2022. Fanfan Wang, Zixiang Ding, Rui Xia, Zhaoyu Li, and Jianfei Yu. Multimodal Emotion-Cause Pair Extraction in Conversations. To appear in IEEE Transactions on Affective Computing.
3. IEEE TAFFC 2022. Jianfei Yu*, Kai Chen*, and Rui Xia. Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis. To appear in IEEE Transactions on Affective Computing.
4. IEEE/ACM TASLP 2020. Jianfei Yu, Jing Jiang, and Rui Xia. Entity-Sensitive Attention and Fusion Network for Entity-Level Multimodal Sentiment Classification. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28, 429-439, 2020.
5. IEEE/ACM TASLP 2019. Jianfei Yu, Jing Jiang, and Rui Xia. Global Inference for Aspect and Opinion Terms Co-Extraction Based on Multi-Task Neural Networks. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 27(1), 168-177, 2019.
近年代表性会议论文：
1. ACMMM 2023. Jieming Wang, Ziyan Li, Jianfei Yu†, Li Yang, and Rui Xia. Fine-Grained Multimodal Named Entity Recognition and Grounding with a Generative Framework. To appear in the 31st ACM International Conference on Multimedia (ACM MM 2023). CCF-A
2. ACL 2023. Wenjie Zheng, Jianfei Yu†, Rui Xia† and Shijin Wang. A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations. In Proceedings of ACL 2023 (Main Conference), pp. 15445–15459. CCF-A
3. ACL 2023. Jianfei Yu*, Ziyan Li*, Jieming Wang, and Rui Xia. Grounded Multimodal Named Entity Recognition on Social Media. In Proceedings of ACL 2023 (Main Conference), pp. 9141–9154. CCF-A
4. ACL 2023. Jianfei Yu*, Qiankun Zhao*, and Rui Xia. Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis. In Proceedings of ACL 2023 (Main Conference), pp. 1456–1470. CCF-A
5. ACL 2023. Zinong Yang, Feng Xu, Jianfei Yu, and Rui Xia. UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set. In Proceedings of ACL 2023 (Findings), pp. 12229–12240. CCF-A
6. ACL 2023. Debin Xiao, Rui Xia, and Jianfei Yu. Emotion Cause Extraction on Social Media without Any Human Annotation. In Proceedings of ACL 2023 (Findings), pp. 1455–1468. CCF-A
7. ACL 2022. Yan Ling, Jianfei Yu†, and Rui Xia†. Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis. In Proceedings of ACL 2022, pp. 2149–2159. CCF-A
8. NAACL 2022. Junjie Li, Jianfei Yu†, and Rui Xia†. Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction. In Proceedings of NAACL 2022, pp. 4219–4229. CCF-B
9. IJCAI 2022. Jianfei Yu*, Jieming Wang*, Rui Xia, and Junjie Li. Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching. In Proceedings of IJCAI-ECAI 2022, pp. 4482–4488. CCF-A
10. EMNLP 2021. Ziheng Liu, Rui Xia, and Jianfei Yu. Comparative Opinion Quintuple Extraction from Product Reviews. In Proceedings of EMNLP 2021, pp. 3955–3965. CCF-B
11. EMNLP 2021. Hao Chen, Rui Xia, and Jianfei Yu. Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification. In Proceedings of EMNLP 2021, pp. 269–378. CCF-B
12. ACL 2021. Hongjie Cai, Rui Xia, and Jianfei Yu. Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions. In Proceedings of ACL-IJCNLP 2021, pp. 340–350. CCF-A
13. ACL 2021. Jianfei Yu, Chenggong Gong, and Rui Xia. Cross-Domain Review Generation for Aspect-Based Sentiment Analysis. In Proceedings of ACL-IJCNLP 2021 (Findings), pp. 4767–4777. CCF-A
14. COLING 2020. Hongjie Cai, Xiangsheng Zhou, Yaofeng Tu, Jianfei Yu, and Rui Xia. Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network. In Proceedings of the 28th International Conference on Computational Linguistics, pp. 833–843. (Best Paper Candidate, AR: 21/2195 = 0.96%) CCF-B
15. EMNLP 2020. Zixiang Ding, Rui Xia, and Jianfei Yu. End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, pp. 3574–3583. CCF-B
16. EMNLP 2020. Rui Xia, Kaizhou Xuan, and Jianfei Yu†. A State-independent and Time-evolving Network for Early Rumor Detection in Social Media. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, pp. 9042–9051. CCF-B
17. EMNLP 2020. Chenggong Gong*, Jianfei Yu*, and Rui Xia. Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, pp. 7035–7045. CCF-B
18. EMNLP 2020. Jianfei Yu, Jing Jiang, Ling Min Serena Khoo, Hai Leong Chieu, and Rui Xia. Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, pp. 1392–1401. CCF-B
19. ACL 2020. Jianfei Yu, Jing Jiang, Li Yang, and Rui Xia. Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp. 3342–3352. CCF-A
20. ACL 2020. Zixiang Ding, Rui Xia, and Jianfei Yu. ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp. 3161–3170. CCF-A
21. IJCAI 2019. Jianfei Yu and Jing Jiang. Adapting BERT for Target-Oriented Multimodal Sentiment Classification. In Proceedings of the 28th International Joint Conference on Artificial Intelligence, pp. 5408-5414. CCF-A
1. Jianfei Yu, Marujo Luis Carlos Dos Santos, Venkata Satya Pradeep Karuturi, Leonardo Ribas Machado Das Neves, Ning Xu, and William Brendel. Multimodal Sentiment Classification. US Patent, Patent No.: US 11,551,042 B1, 2023.
硕士研究生：
2021级：赵前坤(ACL 2023)；
2022级：陈云龙，张雅铭；
2023级：杨佳，沈志潇，曹涵宇；
协助指导博士/硕士研究生：
汪帆帆（TAFFC 2022），郑文杰(ACL 2023)，李紫嫣(ACL 2023、ACMMM 2023)，马禾青
已毕业学生：
王洁铭（ACMMM 2023、ACL 2023、IJCAI 2022、KBS 2023, 毕业去向：528所）
黎俊杰（NAACL 2022，毕业去向：科大讯飞）
凌焱（ACL 2022，毕业去向：科大讯飞，协助指导）
陈浩（EMNLP 2021,毕业去向：网易杭州，协助指导）
陈恺（TAFFC 2022,毕业去向：百度上海，协助指导）
宫成功（EMNLP 2020、ACL 2021,毕业去向：同花顺杭州，协助指导）
指导学生参与评测比赛获奖情况：
CCKS 2023外军无人系统知识问答评测比赛第二名：陈云龙、张雅铭
CCAC 2023多模态对话中的情感识别任务三等奖：郑文杰
CCKS 2022多模态事件要素抽取评测比赛第三名：凌焱、黎俊杰
欢迎有较好的数学、英语基础和编程能力，且对人工智能、自然语言处理、机器学习、数据挖掘等方向感兴趣的同学与我联系。