Fenglin Liu

1. MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
   2025/02/26 by Jiazhen Pan, Pan, Jiazhen, Junde Wu +14 · 46 citations
   Computer Science · #Multimodal Machine Learning Applications
2. Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation
   2021/06/13 by Fenglin Liu, Liu, Fenglin, Xian Wu +7 · 11 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. A Survey of Large Language Models in Medicine: Progress, Application, and Challenge
   2023/11/09 by Hongjian Zhou, Zhou, Hongjian, Fenglin Liu +28 · 14 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
4. Comprehensive analysis of chromothripsis in 2,658 human cancers using whole-genome sequencing
   2020/02/05 by Ruibin Xi, Dhawal Jain, Youngsook L. Jung +1341 · 8 citations
   Biochemistry, Genetics and Molecular Biology · #Cancer Genomics and Diagnostics #Genomic variations and chromosomal abnormalities #Genomics and Rare Diseases
5. Large Language Models in Mental Health Care: a Scoping Review
   2024/01/01 by Yining Hua, Fenglin Liu, Hua, Yining +18 · 11 citations
   Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing
6. End-to-end Spoken Conversational Question Answering: Task, Dataset and Model
   2022/04/29 by Chenyu You, You, Chenyu, Nuo Chen +9 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
7. Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective
   2023/02/03 by Chenyu You, Weicheng Dai, You, Chenyu +13 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
8. Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations
   2022/11/21 by Peng Jin, Jin, Peng, Jinfa Huang +13 · 4 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning
9. Rethinking Skip Connection with Layer Normalization in Transformers and ResNets
   2021/05/15 by Fenglin Liu, Liu, Fenglin, Xuancheng Ren +7 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation
    2022/03/18 by Di You, Fenglin Liu, You, Di +8 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
11. MedVH: Towards Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical Context
    2024/07/03 by Zishan Gu, Gu, Zishan, Changchang Yin +5 · 5 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
12. SketchDream: Sketch-based Text-to-3D Generation and Editing
    2024/05/10 by Fenglin Liu, Hongbo Fu, Liu, Feng-Lin +5 · 5 citations
    Engineering · #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation
13. Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels
    2022/09/27 by Chenyu You, You, Chenyu, Weicheng Dai +9 · 3 citations
    Engineering · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
14. SketchVideo: Sketch-based Video Generation and Editing
    2025/03/30 by Fenglin Liu, Hongbo Fu, Liu, Feng-Lin +11 · 7 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Motion and Animation #Video Analysis and Summarization
15. simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions
    2018/08/27 by Fenglin Liu, Liu, Fenglin, Xuancheng Ren +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
16. PIN: A Novel Parallel Interactive Network for Spoken Language Understanding
    2020/09/28 by Peilin Zhou, Zhou, Peilin, Zhiqi Huang +5 · 2 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Multimodal Machine Learning Applications
17. Addressing Benchmarking Gaps in Large Language Models for Health and Medicine with Dynamic Red-Teaming
    2025/07/30 by Jiazhen Pan, Pan, Jiazhen, Bailiang Jian +42 · 1 voice · 7 citations
    Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
18. SLaVA-CXR: Small Language and Vision Assistant for Chest X-ray Report Automation
    2024/09/20 by Jinge Wu, Wu, Jinge, Yunsoo Kim +8 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
19. Towards Data Distillation for End-to-end Spoken Conversational Question Answering
    2020/10/18 by Chenyu You, Nuo Chen, You, Chenyu +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Signal Processing (eess.SP) #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering