Che Liu
- Efficient Large Language Models: A Survey
2023/12/06 by Zhongwei Wan, Xin Wang, Wan, Zhongwei +23 · 1 voice · 25 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- OpenAgents: An Open Platform for Language Agents in the Wild
2023/10/16 by Tianbao Xie, Fan Zhou, Xie, Tianbao +29 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference
2024/06/26 by Zhongwei Wan, Wan, Zhongwei, Ziang Wu +13 · 16 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Text and Document Classification Technologies #Web Data Mining and Analysis
- Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning
2025/09/03 by Haozhe Wang, Wang, Haozhe, Qixin Xu +9 · 3 voices · 17 citations
#cs.AI #cs.CL
- Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review
2023/03/18 by Sibo Cheng, Cesar Quilodran-Casas, Cheng, Sibo +31 · 10 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Plant Water Relations and Carbon Dynamics
- Frozen Language Model Helps ECG Zero-Shot Learning
2023/03/22 by Jun Li, Li, Jun, Che Liu +7 · 7 citations
Medicine · Computer Science · #ECG Monitoring and Analysis #Sentiment Analysis and Opinion Mining
- ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?
2024/11/10 by Canyu Chen, Chen, Canyu, Jian Zhen Yu +16 · 11 citations
Computer Science · #Machine Learning in Healthcare #Natural Language Processing Techniques
- DialogBench: Evaluating LLMs as Human-like Dialogue Systems
2023/11/03 by Jiao Ou, Ou, Jiao, Junda Lu +11 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation
2024/03/07 by Zhongwei Wan, Wan, Zhongwei, Che Liu +14 · 6 citations
Computer Science · #Advanced Text Analysis Techniques
- M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization
2023/07/17 by Che Liu, Sibo Cheng, Liu, Che +13 · 5 citations
Medicine · Computer Science · #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
- Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
2024/03/11 by Che Liu, Liu, Che, Zhongwei Wan +9 · 5 citations
Medicine · #ECG Monitoring and Analysis
- Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
2023/05/31 by Zhongwei Wan, Wan, Zhongwei, Che Liu +15 · 4 citations
Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI #Biomedical Text Mining and Ontologies
- IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-training
2023/10/11 by Che Liu, Liu, Che, Sibo Cheng +9 · 4 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
- Intelligent Metasurface Imager and Recognizer
2019/09/02 by Lianlin Li, Li, Lianlin, Ya Shuang +17 · 2 citations
Engineering · Materials Science · #Antenna Design and Analysis #Applied Physics (physics.app-ph) #FOS: Electrical engineering #FOS: Physical sciences #Indoor and Outdoor Localization Technologies #Metamaterials and Metasurfaces Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
- An Electrocardiogram Foundation Model Built on over 10 Million Recordings with External Evaluation across Multiple Domains
2024/10/05 by Jun Li, Li, Jun, Aaron D. Aguirre +15 · 5 citations
Medicine · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Agents' Last Exam
2026/06/03 by Yiyou Sun, Xinyang Han, Weichen Zhang +306 · 4 voices
#cs.AI #cs.CL #cs.LG
- ETP: Learning Transferable ECG Representations via ECG-Text Pre-training
2023/09/06 by Che Liu, Liu, Che, Zhongwei Wan +7 · 2 citations
Medicine · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Does DINOv3 Set a New Medical Vision Standard? Benchmarking 2D and 3D Classification, Segmentation, and Registration
2025/09/08 by Che Liu, Yinda Chen, Liu, Che +39 · 11 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Thermography in Medicine
- T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency
2023/12/03 by Che Liu, Liu, Che, Cheng Ouyang +17 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Computation and Language (cs.CL) #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) #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- 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
- Nexus: An Omni-Perceptive And -Interactive Model for Language, Audio, And Vision
2025/02/26 by Che Liu, Liu, Che, Yingji Zhang +28 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation
2024/06/11 by Che Liu, Zhongwei Wan, Liu, Che +13 · 2 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
- MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference
2025/02/24 by Zhongwei Wan, Haowei Shen, Wan, Zhongwei +7 · 3 citations
Computer Science · #Advanced Data Compression Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech Recognition and Synthesis
- NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI
2025/05/20 by Cosmin I. Bercea, Jun Li, Bercea, Cosmin I. +29 · 1 voice · 3 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #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) #Multimodal Machine Learning Applications #cs.AI #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
- G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
2023/12/03 by Che Liu, Cheng Ouyang, Liu, Che +9 · 1 citation
Medicine · Computer Science · #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
- Facing & mitigating common challenges when working with real-world data: The Data Learning Paradigm
2025/01/08 by Jake Lever, Sibo Cheng, César Quilodrán Casas +8 · 1 voice
Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Machine Learning and Data Classification
- TorchDA: A Python package for performing data assimilation with deep learning forward and transformation functions
2024/08/30 by Sibo Cheng, Jinyang Min, Cheng, Sibo +5 · 1 citation
Computer Science · Earth and Planetary Sciences · #Computational Physics and Python Applications #FOS: Computer and information sciences #Geophysics and Gravity Measurements #Machine Learning (cs.LG) #Mathematical Software (cs.MS)
- How Does Diverse Interpretability of Textual Prompts Impact Medical Vision-Language Zero-Shot Tasks?
2024/08/31 by Sicheng Wang, Wang, Sicheng, Che Liu +3 · 1 citation
Health Professions · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Interpreting and Communication in Healthcare #Machine Learning (cs.LG) #electronic engineering #information engineering
- How Far Have Medical Vision-Language Models Come? A Comprehensive Benchmarking Study
2025/07/15 by Che Liu, Liu, Che, Jiazhen Pan +9 · 1 citation
Nursing · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Nursing Diagnosis and Documentation
- Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
2026/07/24 by Haozhe Wang, Weijia Feng, Jinpeng Yu +8
#cs.CV #cs.AI