| 2025 | EMNLP | DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning. | Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xin Liu, Zhengyang Wang, Xianfeng Tang, Shiyang Li, Xiang He, Ruijie Wang, Bing Yin, Xiao Gu, Lei A. Clifton, David A. Clifton |
| 2025 | EMNLP | Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning. | Jiayuan Zhu, Jiazhen Pan, Yuyuan Liu, Fenglin Liu, Junde Wu |
| 2025 | HPSR | Design of Comprehensive Experiments for Signals and Systems Based on Wireless Rechargeable Sensor Network with Applications. | Jingjing Chen, Fenglin Liu, Wenfeng He |
| 2025 | MICCAI | MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning. | Jiazhen Pan, Che Liu, Junde Wu, Fenglin Liu, Jiayuan Zhu, Hongwei Bran Li, Chen Chen, Cheng Ouyang, Daniel Rueckert |
| 2024 | EMNLP | Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark. | Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xianfeng Tang, Chen Luo, Ming Zeng, Haoming Jiang, Yifan Gao, Priyanka Nigam, Sreyashi Nag, Bing Yin, Yining Hua, Xuan Zhou, Omid Rohanian, Anshul Thakur, Lei A. Clifton, David A. Clifton |
| 2023 | ACL | Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels. | Bang Yang, Fenglin Liu, Zheng Li, Qingyu Yin, Chenyu You, Bing Yin, Yuexian Zou |
| 2023 | ACL | MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning. | Bang Yang, Fenglin Liu, Xian Wu, Yaowei Wang, Xu Sun, Yuexian Zou |
| 2022 | KDD | Graph-in-Graph Network for Automatic Gene Ontology Description Generation. | Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Adelaide Woicik, Sheng Wang |
| 2022 | NAACL | End-to-end Spoken Conversational Question Answering: Task, Dataset and Model. | Chenyu You, Nuo Chen, Fenglin Liu, Shen Ge, Xian Wu, Yuexian Zou |
| 2021 | AAAI | Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention. | Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou |
| 2021 | AAAI | Non-Autoregressive Coarse-to-Fine Video Captioning. | Bang Yang, Yuexian Zou, Fenglin Liu, Can Zhang |
| 2021 | ACL | Competence-based Multimodal Curriculum Learning for Medical Report Generation. | Fenglin Liu, Shen Ge, Xian Wu |
| 2021 | ACL | O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning. | Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun |
| 2021 | ACL | Contrastive Attention for Automatic Chest X-ray Report Generation. | Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun |
| 2021 | CVPR | Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation. | Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou |
| 2021 | ICASSP | Adaptive Bi-Directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension. | Nuo Chen, Fenglin Liu, Chenyu You, Peilin Zhou, Yuexian Zou |
| 2021 | ICASSP | Sentiment Injected Iteratively Co-Interactive Network for Spoken Language Understanding. | Zhiqi Huang, Fenglin Liu, Peilin Zhou, Yuexian Zou |
| 2021 | MICCAI | AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation. | Di You, Fenglin Liu, Shen Ge, Xiaoxia Xie, Jing Zhang, Xian Wu |
| 2020 | AAAI | Federated Learning for Vision-and-Language Grounding Problems. | Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou |
| 2020 | COLING | Federated Learning for Spoken Language Understanding. | Zhiqi Huang, Fenglin Liu, Yuexian Zou |
| 2020 | COLING | Rethinking Skip Connection with Layer Normalization. | Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou |
| 2020 | ICPR | PIN: A Novel Parallel Interactive Network for Spoken Language Understanding. | Peilin Zhou, Zhiqi Huang, Fenglin Liu, Yuexian Zou |
| 2019 | CIKM | Generating Paraphrase with Topic as Prior Knowledge. | Yuanxin Liu, Zheng Lin, Fenglin Liu, Qinyun Dai, Weiping Wang |
| 2019 | CoNLL | Self-Adaptive Scaling for Learnable Residual Structure. | Fenglin Liu, Meng Gao, Yuanxin Liu, Kai Lei |
| 2019 | ICDM | Exploring Semantic Relationships for Image Captioning without Parallel Data. | Fenglin Liu, Meng Gao, Tianhao Zhang, Yuexian Zou |
| 2019 | IJCAI | Exploring and Distilling Cross-Modal Information for Image Captioning. | Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Kai Lei, Xu Sun |
| 2018 | EMNLP | simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. | Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun |
| 2017 | ICDE | IF-Matching: Towards Accurate Map-Matching with Information Fusion. | Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen |
| 2007 | PDCAT | On Checking the Compatibility of Web Services' Policies. | Zakaria Maamar, Quan Z. Sheng, Hamdi Yahyaoui, Djamal Benslimane, Fenglin Liu |