Liu, Tianming
- Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
2025/03/31 by Bang Liu, Liu, Bang, Xinfeng Li +95 · 13 voices · 40 citations
Computer Science · #Reinforcement Learning in Robotics
- Understanding LLMs: A Comprehensive Overview from Training to Inference
2024/01/04 by Yiheng Liu, Hao He, Liu, Yiheng +40 · 4 voices · 8 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #cs.CL
- Evaluation of OpenAI o1: Opportunities and Challenges of AGI
2024/09/27 by Tianyang Zhong, Zhengliang Liu, Zhong, Tianyang +158 · 1 voice · 25 citations
Computer Science · #Image Retrieval and Classification Techniques #cs.CL
- DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4
2023/03/20 by Zhengliang Liu, Yue Huang, Liu, Zhengliang +33 · 1 voice · 10 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.CL #cs.CY
- TrustLLM: Trustworthiness in Large Language Models
2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 40 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
- AugGPT: Leveraging ChatGPT for Text Data Augmentation
2023/02/25 by Haixing Dai, Dai, Haixing, Zhengliang Liu +30 · 23 citations
Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #COVID-19 diagnosis using AI
- Large Language Models for Robotics: Opportunities, Challenges, and Perspectives
2024/01/09 by Jiaqi Wang, Wang, Jiaqi, Zihao Wu +37 · 24 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
- Revolutionizing Finance with LLMs: An Overview of Applications and Insights
2024/01/22 by Huaqin Zhao, Zhao, Huaqin, Zhengliang Liu +24 · 20 citations
Business, Management and Accounting · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Stock Market Forecasting Methods
- MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation
2023/09/16 by Cheng Chen, Chen, Cheng, Juzheng Miao +23 · 17 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
- A Survey on Post-training of Large Language Models
2025/03/08 by Guiyao Tie, Zeli Zhao, Tie, Guiyao +52 · 1 voice · 13 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
- A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks
2024/08/02 by Jiaqi Wang, Hanqi Jiang, Wang, Jiaqi +44 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Review of Large Vision Models and Visual Prompt Engineering
2023/07/03 by Jiaqi Wang, Zhengliang Liu, Wang, Jiaqi +39 · 11 citations
Computer Science · Engineering · #Visual Attention and Saliency Detection #Image Processing Techniques and Applications #CCD and CMOS Imaging Sensors
- ATVHunter: Reliable Version Detection of Third-Party Libraries for Vulnerability Identification in Android Applications
2021/02/16 by Xian Zhan, Zhan, Xian, Lingling Fan +11 · 8 citations
Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era
2024/03/13 by Wu, Xuansheng, Zhao, Haiyan, Zhu, Yaochen +9 · 11 citations
#Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence
2023/04/13 by Gengchen Mai, Mai, Gengchen, Weiming Huang +25 · 8 citations
Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #I.2.0 #I.2.10 #I.2.4 #I.2.7 #I.5.1
- Radiology-GPT: A Large Language Model for Radiology
2023/06/14 by Liu, Zhengliang, Zhong, Aoxiao, Li, Yiwei +17 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Prompt Engineering for Healthcare: Methodologies and Applications
2023/04/28 by Jiaqi Wang, Wang, Jiaqi, Enze Shi +41 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
- Memory Injection Attacks on LLM Agents via Query-Only Interaction
2025/03/05 by Dong, Shen, Xu, Shaochen, He, Pengfei +5 · 13 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Opportunities and Challenges of Large Language Models for Low-Resource Languages in Humanities Research
2024/11/30 by Tianyang Zhong, Zhong, Tianyang, Zhenyuan Yang +22 · 10 citations
Computer Science · #Natural Language Processing Techniques
- Research on Third-Party Libraries in AndroidApps: A Taxonomy and Systematic LiteratureReview
2021/08/09 by Zhan, Xian, Liu, Tianming, Fan, Lingling +4 · 4 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- Reasoning before Comparison: LLM-Enhanced Semantic Similarity Metrics for Domain Specialized Text Analysis
2024/02/17 by Xu, Shaochen, Wu, Zihao, Zhao, Huaqin +7 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- PolicyGPT: Automated Analysis of Privacy Policies with Large Language Models
2023/09/19 by Chenhao Tang, Tang, Chenhao, Zhengliang Liu +19 · 5 citations
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection
- MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
2023/09/27 by Yucheng Shi, Shi, Yucheng, Shaochen Xu +11 · 5 citations
Computer Science · #Topic Modeling #Machine Learning in Healthcare
- Knowledge Distillation and Dataset Distillation of Large Language Models: Emerging Trends, Challenges, and Future Directions
2025/04/20 by Fang, Luyang, Yu, Xiaowei, Cai, Jiazhang +21 · 12 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework
2024/12/09 by Tianming Liu, Liu, Tianming, Yafeng Yin +2 · 10 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Simulation Techniques and Applications
- Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain
2023/03/27 by Xu Liu, Mengyue Zhou, Liu, Xu +15 · 4 citations
Computer Science · Neuroscience · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Neurobiology of Language and Bilingualism #Topic Modeling
- Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning
2022/05/25 by Chong Ma, Lin Zhao, Ma, Chong +33 · 3 citations
Computer Science · Medicine · #68T07 #68T10 #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.4.9 #I.5.2 #J.6
- AGI: Artificial General Intelligence for Education
2023/04/24 by Latif, Ehsan, Mai, Gengchen, Nyaaba, Matthew +6 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Large Language Models for Manufacturing
2024/10/28 by Yiwei Li, Huaqin Zhao, Li, Yiwei +43 · 6 citations
Engineering · #Manufacturing Process and Optimization
- Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task
2023/04/18 by Wu, Zihao, Zhang, Lu, Cao, Chao +12 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Biomedical SAM 2: Segment Anything in Biomedical Images and Videos
2024/08/06 by Zhiling Yan, Yan, Zhiling, Weixiang Sun +19 · 5 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Systematic Assessment on Android Third-party Library Detection Tools
2021/08/04 by Zhan, Xian, Liu, Tianming, Liu, Yepang +4 · 2 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- 3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models
2024/09/28 by Hao Chen, Chen, Hao, Wei Zhao +19 · 5 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Dataset Bias in Android Malware Detection
2022/05/31 by Yan Lin, Lin, Yan, Tianming Liu +11 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Network Security and Intrusion Detection #Software Engineering (cs.SE)
- When Brain-inspired AI Meets AGI
2023/03/28 by Lin Zhao, Zhao, Lin, Lu Zhang +25 · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Neural Networks and Applications
- EchoFM: Foundation Model for Generalizable Echocardiogram Analysis
2024/10/30 by Kim, Sekeun, Pengfei Jin, Jin, Pengfei +13 · 4 citations
Medicine · #Cardiovascular Function and Risk Factors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
2024/03/19 by Ma, Chong, Jiang, Hanqi, Chen, Wenting +10 · 3 citations
#68T07 #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.0 #I.4.0 #I.5.4 #I.7.0
- From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents
2025/05/19 by Ligang Wu, Wu, Liangxuan, Chao Wang +7 · 7 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mobile Agent-Based Network Management #Network Security and Intrusion Detection
- Towards a general-purpose foundation model for fMRI analysis
2025/06/11 by Cheng Wang, Wang, Cheng, Yu Jiang +32 · 8 citations
Neuroscience · #Functional Brain Connectivity Studies
- Holistic Evaluation of GPT-4V for Biomedical Imaging
2023/11/10 by Liu, Zhengliang, Jiang, Hanqi, Zhong, Tianyang +47 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography
2023/09/24 by Sekeun Kim, Kim, Sekeun, Cheng Chen +20 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- ECHOPulse: ECG controlled echocardio-grams video generation
2024/10/04 by Yiwei Li, Li, Yiwei, Kim, Sekeun +16 · 3 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Assessing Large Language Models in Mechanical Engineering Education: A Study on Mechanics-Focused Conceptual Understanding
2024/01/13 by Tian, Jie, Hou, Jixin, Wu, Zihao +11 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Physics Education (physics.ed-ph)
- Describe Anything in Medical Images
2025/05/09 by Xi Xiao, Yunbei Zhang, Xiao, Xi +23 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling
- From Task-Specific Models to Unified Systems: A Review of Model Merging Approaches
2025/03/12 by Ruan, Wei, Yang, Tianze, Zhou, Yifan +2 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?
2025/02/18 by Yucheng Shi, Shi, Yucheng, Tianze Yang +10 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Theory (cs.IT) #Topic Modeling
- GP-GPT: Large Language Model for Gene-Phenotype Mapping
2024/09/15 by Yanjun Lyu, Lyu, Yanjun, Zihao Wu +24 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning in Healthcare
- Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports
2024/07/08 by Zhang, Yutong, Pan, Yi, Zhong, Tianyang +11 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
2025/07/04 by Yan, Zhiling, Song, Sifan, Song, Dingjie +11 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Rectify ViT Shortcut Learning by Visual Saliency
2022/06/17 by Chong Ma, Ma, Chong, Lin Zhao +17 · 1 citation
Computer Science · #68T07 #68T10 #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.4.9 #I.5.2 #J.6 #Visual Attention and Saliency Detection
- Evaluating Mathematical Reasoning Across Large Language Models: A Fine-Grained Approach
2025/03/13 by Afrar Jahin, Arif Hassan Zidan, Jahin, Afrar +7 · 3 citations
Computer Science · Materials Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Text Readability and Simplification #Topic Modeling
- Learning Better Contrastive View from Radiologist's Gaze
2023/05/15 by Sheng Wang, Zixu Zhuang, Wang, Sheng +15 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #Salivary Gland Tumors Diagnosis and Treatment
- Core-Periphery Principle Guided Redesign of Self-Attention in Transformers
2023/03/27 by Xiaowei Yu, Lu Zhang, Yu, Xiaowei +15 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation
2024/11/18 by P. Shu, Shu, Peng, Junhao Chen +29 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Natural Language Processing Techniques
- A recent evaluation on the performance of LLMs on radiation oncology physics using questions of randomly shuffled options
2024/12/14 by Wang, Peilong, Holmes, Jason, Liu, Zhengliang +4 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph)
- ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs
2023/05/03 by Yucheng Shi, Hehuan Ma, Shi, Yucheng +12 · 1 citation
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Text Readability and Simplification
- Segment Anything Model (SAM) for Radiation Oncology
2023/06/20 by Zhang, Lian, Liu, Zhengliang, Zhang, Lu +10 · 1 citation
#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) #electronic engineering #information engineering
- LLM-ABM for Transportation: Assessing the Potential of LLM Agents in System Analysis
2025/03/25 by Liu, Tianming, Yang, Jirong, Yin, Yafeng · 4 citations
#FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Beam mask and sliding window-facilitated deep learning-based accurate and efficient dose prediction for pencil beam scanning proton therapy
2023/05/29 by Zhang, Lian, Holmes, Jason M., Liu, Zhengliang +12 · 1 citation
#FOS: Physical sciences #Medical Physics (physics.med-ph)
- Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps
2023/09/10 by Wei, Yaonai, Zhang, Tuo, Zhang, Han +10 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SAM for Poultry Science
2023/05/17 by Yang, Xiao, Dai, Haixing, Wu, Zihao +7 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MolQAE: Quantum Autoencoder for Molecular Representation Learning
2025/05/03 by Yi Pan, Pan, Yi, Hanqi Jiang +13 · 2 citations
Materials Science · #FOS: Physical sciences #Machine Learning in Materials Science #Quantum Physics (quant-ph)
- Radiology-Llama2: Best-in-Class Large Language Model for Radiology
2023/08/29 by Zhengliang Liu, Liu, Zhengliang, Yiwei Li +39 · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- OracleSage: Towards Unified Visual-Linguistic Understanding of Oracle Bone Scripts through Cross-Modal Knowledge Fusion
2024/11/26 by Hanqi Jiang, Yi Pan, Jiang, Hanqi +18 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Natural Language Processing Techniques
- ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data
2023/10/08 by Tianyang Zhong, Zhong, Tianyang, Wei Zhao +81 · 1 citation
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
- Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges
2023/09/14 by Dou, Fei, Ye, Jin, Yuan, Geng +22 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- Aligning LLM with human travel choices: a persona-based embedding learning approach
2025/05/25 by Tianming Liu, Liu, Tianming, M. H. Li +3 · 5 citations
Business, Management and Accounting · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Recommender Systems and Techniques #Sharing Economy and Platforms #Transportation and Mobility Innovations
- Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations
2022/06/22 by Zhao, Lin, Dai, Haixing, Wu, Zihao +8 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Evaluating Large Language Models for Radiology Natural Language Processing
2023/07/25 by Liu, Zhengliang, Zhong, Tianyang, Li, Yiwei +43 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Disentangling Spatial-Temporal Functional Brain Networks via Twin-Transformers
2022/04/20 by Xiaowei Yu, Lu Zhang, Yu, Xiaowei +9 · 1 citation
Neuroscience · Computer Science · #Functional Brain Connectivity Studies #Neural dynamics and brain function #Cognitive Science and Mapping
- BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification
2025/03/05 by Jing Zhang, Zhang, Jing, Xiaowei Yu +19 · 3 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Neurons and Cognition (q-bio.NC)
- Artificial General Intelligence for Radiation Oncology
2023/09/05 by Liu, Chenbin, Liu, Zhengliang, Holmes, Jason +14 · 1 citation
#FOS: Physical sciences #Medical Physics (physics.med-ph)
- Evaluating multiple large language models in pediatric ophthalmology
2023/11/07 by Jason Holmes, Rui Peng, Holmes, Jason +23 · 1 citation
Medicine · #Artificial Intelligence in Healthcare and Education #Clinical Reasoning and Diagnostic Skills #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovations in Medical Education
- HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization
2024/11/16 by Huaqin Zhao, Jiaxi Li, Zhao, Huaqin +17 · 2 citations
Engineering · #Advanced Surface Polishing Techniques #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG)
- Fine-Tuning Open-Source Large Language Models to Improve Their Performance on Radiation Oncology Tasks: A Feasibility Study to Investigate Their Potential Clinical Applications in Radiation Oncology
2025/01/28 by P. Wang, Zhengliang Liu, Wang, Peilong +27 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Lung Cancer Diagnosis and Treatment #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
2024/03/11 by Qing Xiao, Xiao, Qing, Siyeop Yoon +15 · 1 citation
Engineering · Neuroscience · #Brain Tumor Detection and Classification #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging and Analysis #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
- NoisyNN: Exploring the Impact of Information Entropy Change in Learning Systems
2023/09/19 by Xiaowei Yu, Yu, Xiaowei, Huang, Zhe +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
- ALDM-Grasping: Diffusion-aided Zero-Shot Sim-to-Real Transfer for Robot Grasping
2024/03/18 by Yiwei Li, Zihao Wu, Li, Yiwei +15 · 1 citation
Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Particle Detector Development and Performance #Robot Manipulation and Learning #Robotic Mechanisms and Dynamics #Robotics (cs.RO)
- A Unified and Biologically-Plausible Relational Graph Representation of Vision Transformers
2022/05/20 by Chen, Yuzhong, Du, Yu, Xiao, Zhenxiang +8 · 1 citation
#68T07 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.0 #Neural and Evolutionary Computing (cs.NE)
- Same App, Different Behaviors: Uncovering Device-specific Behaviors in Android Apps
2024/06/14 by Zikan Dong, Dong, Zikan, Yanjie Zhao +11 · 1 citation
Computer Science · Engineering · Social Sciences · #Child Development and Digital Technology #FOS: Computer and information sciences #Green IT and Sustainability #Mobile and Web Applications #Software Engineering (cs.SE)
- RadOnc-GPT: A Large Language Model for Radiation Oncology
2023/09/18 by Zhengliang Liu, Liu, Zhengliang, P. Wang +27 · 1 citation
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph) #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios
2024/11/16 by Xu, Shaochen, Zhou, Yifan, Liu, Zhengliang +19 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Brain-like Functional Organization within Large Language Models
2024/10/25 by Haiyang Sun, Lin Zhao, Sun, Haiyang +16 · 1 citation
Computer Science · #Topic Modeling
- LLM-POTUS Score: A Framework of Analyzing Presidential Debates with Large Language Models
2024/09/12 by Zhengliang Liu, Yiwei Li, Liu, Zhengliang +5 · 1 citation
Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences
- Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection
2024/10/13 by Pengfei Jin, Jin, Pengfei, Peng Shu +15 · 1 citation
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #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)
- Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges
2025/07/25 by Lu, Haoran, Fang, Luyang, Zhang, Ruidong +47 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Analyzing Nobel Prize Literature with Large Language Models
2024/10/22 by Yang Zhen-yuan, Yang, Zhenyuan, Liu Zhengliang +41 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Legal Evalutions and Challenges of Large Language Models
2024/11/15 by Wang, Jiaqi, Zhao, Huan, Yang, Zhenyuan +19 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models
2025/01/27 by Zhang, Jing, Yu, Xiaowei, Lyu, Yanjun +7 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- A Survey of Foundation Models for Music Understanding
2024/09/15 by Wenjun Li, Li, Wenjun, Ying Cai +28 · 1 citation
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Time Series Analysis and Forecasting
- Mathematics and Machine Creativity: A Survey on Bridging Mathematics with AI
2024/12/21 by Liang, Shizhe, Zhang, Wei, Zhong, Tianyang +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences