研究领域包括人工智能、深度学习、多媒体信息智能化处理等。参与完成国家重点研发计划、国家自然科学基金、北京市科技计划等科研项目，相关研究成果发表在本领域SCI期刊IEEE Transactions on Image Processing、Multimedia Systems、Multimedia Tools and Applications和国际会议ACM Multimedia、ACL、AAAI、EMNLP、COLING、ICMR、ICME、ICASSP上。

招收硕士研究生1-2名。

2020.11~现在，中国科学院信息工程研究所，副研究员

2018.05~2020.10，中国科学院信息工程研究所，助理研究员

1. Chuanpeng Yang, Yaxin Liu, Fuqing Zhu^✉, Jizhong Han, Songlin Hu: Uncertainty-Guided Modal Rebalance for Hateful Memes Detection. ACL 2024: 4361-4371.
2. Chuanpeng Yang, Fuqing Zhu^✉, Yaxin Liu, Jizhong Han, Songlin Hu: Uncertainty-Aware Cross-Modal Alignment for Hate Speech Detection. LREC/COLING 2024: 16973-16983.
3. Zhuohua Li, Ruyun Wang, Fuqing Zhu^✉, Jizhong Han, Songlin Hu: Pyramidal Cross-Modal Transformer with Sustained Visual Guidance for Multi-Label Image Classification. ICMR 2024: 740-748.
4. Anbin Xie, Fuqing Zhu^✉, Jizhong Han, Songlin Hu: Integrating Open-domain Knowledge via Large Language Model for Multimodal Fake News Detection. CSCWD 2024: 1917-1922.
5. Mingming Li, Songlin Hu, Fuqing Zhu, Qiannan Zhu: Few-Shot Learning for Cold-Start Recommendation. LREC/COLING 2024: 7185-7195
6. Chuanpeng Yang, Fuqing Zhu^✉, Jizhong Han, Songlin Hu: Invariant Meets Specific: A Scalable Harmful Memes Detection Framework. ACM Multimedia 2023: 4788-4797.
7. Ziming Li, Yan Zhou, Yaxin Liu, Fuqing Zhu, Chuanpeng Yang, Songlin Hu: QAP: A Quantum-Inspired Adaptive-Priority-Learning Model for Multimodal Emotion Recognition. ACL (Findings) 2023: 12191-12204.
8. Ting Ma, Mingming Li, Shangwen Lv, Fuqing Zhu, Longtao Huang, Songlin Hu: ContE: contextualized knowledge graph embedding for circular relations. Data Min. Knowl. Discov. 37(1): 110-135 (2023).
9. Chuanpeng Yang, Fuqing Zhu^✉, Guihua Liu, Jizhong Han, Songlin Hu: Multimodal Hate Speech Detection via Cross-Domain Knowledge Transfer. ACM Multimedia 2022: 4505-4514.
10. Zhuohua Li, Weibo Zhang, Ziang Yang, Fuqing Zhu^✉, Jizhong Han, Songlin Hu: UFI: a Unified Feature Interaction framework for Multi-Label Image Classification. ICME 2022: 1-6.
11. Weibo Zhang, Fuqing Zhu^✉, Jizhong Han, Tao Guo, Songlin Hu: Cross-Layer Aggregation with Transformers for Multi-Label Image Classification. ICASSP 2022: 3448-3452.
12. Huaicheng Fang, Fuqing Zhu^✉, Jizhong Han, Songlin Hu: Multimodal Hateful Memes Detection via Image Caption Supervision. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 1530-1537.
13. Yan Zhou, Fuqing Zhu^✉, Pu Song, Jizhong Han, Tao Guo, Songlin Hu^✉: An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis. AAAI 2021: 14630-14637.
14. Wanhui Qian, Fuqing Zhu^✉, Jinzhu Yang, Jizhong Han, Songlin Hu^✉: Aligning the training and evaluation of unsupervised text style Transfer. ICASSP 2021: 7568-7572.
15. Wanhui Qian, Jinzhu Yang, Fuqing Zhu^✉, Yipeng Su, Songlin Hu: Unsupervised Text Style Transfer via an Enhanced Operation Pipeline. ICCS (2) 2021: 104-117.
16. Mingming Li, Shuai Zhang, Fuqing Zhu^✉, Wanhui Qian, Liangjun Zang, Jizhong Han, Songlin Hu^✉: Symmetric Metric Learning with Adaptive Margin for Recommendation. AAAI 2020: 4634-4641.
17. Lin Zhao, Wanhui Qian, Liangjun Zang, Fuqing Zhu, Yijun Lu, Ruixuan Li, Jizhong Han, Songlin Hu: An Event-Oriented Neural Ranking Model for News Retrieval. CIKM 2020: 2325-2328.
18. Shangwen Lv, Fuqing Zhu^✉, Songlin Hu^✉: Integrating External Event Knowledge for Script Learning. COLING 2020: 306-315.
19. Pu Song, Wei Jiang, Fuqing Zhu^✉, Yan Zhou, Jizhong Han, Songlin Hu: Structural Position Network for Aspect-Based Sentiment Classification. ICANN (2) 2020: 559-570.
20. Mingming Li, Fuqing Zhu^✉, Jiao Dai, Liangjun Zang, Yipeng Su, Jizhong Han, Songlin Hu: A Rating Bias Formulation based on Fuzzy Set for Recommendation. IJCNN 2020: 1-8.
21. Dongjun Wei, Yaxin Liu, Fuqing Zhu^✉, Liangjun Zang, Wei Zhou, Yijun Lu, Songlin Hu: AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization. PAKDD (2) 2020: 580-592.
22. Mingming Li, Jiao Dai, Fuqing Zhu, Liangjun Zang, Songlin Hu, Jizhong Han: A Fuzzy Set Based Approach for Rating Bias. AAAI 2019: 9969-9970.
23. Chunyuan Yuan, Wei Zhou, Mingming Li, Shangwen Lv, Fuqing Zhu, Jizhong Han, Songlin Hu: Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots. EMNLP/IJCNLP (1) 2019: 111-120.
24. Weibo Zhang, Fuqing Zhu^✉, Jiao Dai, Songlin Hu, Jizhong Han, Tao Guo: SPL: Exploiting Unlabeled Data for Multi-label Image Classification. ICME 2019: 157-162.
25. Fuqing Zhu, Xiangwei Kong^✉, Haiyan Fu, Qi Tian: Pseudo-positive regularization for deep person re-identification. Multimedia Systems, 2018, 24(4): 477-489.
26. Fuqing Zhu, Xiangwei Kong^✉, Haiyan Fu, Qi Tian: A novel two-stream saliency image fusion CNN architecture for person re-identification. Multimedia Systems, 2018, 24(5): 569-582.
27. Fuqing Zhu, Xiangwei Kong^✉, Qun Wu, Haiyan Fu, Ming Li: A loss combination based deep model for person re-identification. Multimedia Tools and Applications. 2018, 77(3): 3049-3069.
28. Fuqing Zhu, Xiangwei Kong^✉, Liang Zheng, Haiyan Fu, Qi Tian: Part-Based Deep Hashing for Large-Scale Person Re-Identification. IEEE Transactions on Image Processing, 2017, 26(10): 4806-4817.