Zhongwei Wan

1. SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression
   2024/03/12 by Xin Wang, Yu Zheng, Wang, Xin +5 · 50 citations
   Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Algorithms and Data Compression
2. Efficient Large Language Models: A Survey
   2023/12/06 by Zhongwei Wan, Xin Wang, Wan, Zhongwei +23 · 1 voice · 24 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
3. Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
   2024/07/18 by Chaofan Tao, Qian Liu, Tao, Chaofan +14 · 1 voice · 23 citations
   Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL
4. 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
5. Autoregressive Models in Vision: A Survey
   2024/11/08 by Jing Xiong, Xiong, Jing, Gongye Liu +37 · 12 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Infrared Target Detection Methodologies
6. D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
   2024/06/18 by Zhongwei Wan, Xinjian Wu, Wan, Zhongwei +17 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
7. 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
8. 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
9. 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
10. NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
    2024/10/25 by Zixuan Gong, Gong, Zixuan, Guangyin Bao +21 · 6 citations
    Neuroscience · Biochemistry, Genetics and Molecular Biology · #Neuroscience and Neural Engineering #Cell Image Analysis Techniques #Advanced Fluorescence Microscopy Techniques
11. Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
    2023/05/31 by Zhongwei Wan, Che Liu, Wan, Zhongwei +15 · 3 citations
    Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI #Biomedical Text Mining and Ontologies
12. ETP: Learning Transferable ECG Representations via ECG-Text Pre-training
    2023/09/06 by Che Liu, Zhongwei Wan, Liu, Che +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
13. Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation
    2024/06/11 by Che Liu, Liu, Che, Zhongwei Wan +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
14. UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation
    2024/10/03 by Zixuan Li, Li, Zixuan, Jing Xiong +21 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Speech Recognition and Synthesis
15. MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference
    2025/02/24 by Zhongwei Wan, Wan, Zhongwei, Haowei Shen +7 · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech Recognition and Synthesis
16. Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based Recommendation
    2022/09/23 by Zhongwei Wan, Xin Liu, Wan, Zhongwei +13 · 1 citation
    Computer Science · Psychology · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Mental Health via Writing
17. Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion
    2024/09/15 by Hui Shen, Shen, Hui, Zhongwei Wan +5 · 2 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #Image and Object Detection Techniques
18. Spatio-temporal Contrastive Learning-enhanced GNNs for Session-based Recommendation
    2023/11/08 by Zhongwei Wan, Xin Liu, Benyou Wang +5 · 1 citation