Ling, Chen
- Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
2023/05/30 by Chen Ling, Ling, Chen, Xujiang Zhao +41 · 25 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- GRAG: Graph Retrieval-Augmented Generation
2024/05/26 by Yuntong Hu, Zhihan Lei, Hu, Yuntong +8 · 15 citations
Computer Science · #Graph Theory and Algorithms #Image Retrieval and Classification Techniques
- Uncertainty Quantification for In-Context Learning of Large Language Models
2024/02/15 by Ling Chen, Ling, Chen, Xujiang Zhao +23 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- SparseLLM: Towards Global Pruning for Pre-trained Language Models
2024/02/28 by Bai, Guangji, Li, Yijiang, Ling, Chen +2 · 9 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Dual Quaternions and Dual Quaternion Vectors
2021/11/08 by Qi, Liqun, Ling, Chen, Yan, Hong · 6 citations
#FOS: Mathematics #Rings and Algebras (math.RA)
- Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models
2024/01/01 by Guangji Bai, Bai, Guangji, Zheng Chai +24 · 9 citations
Computer Science · Engineering · #Topic Modeling #Natural Language Processing Techniques #Ferroelectric and Negative Capacitance Devices
- A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
2023/06/07 by Hejie Cui, Cui, Hejie, Jiaying Lu +26 · 5 citations
Computer Science · Health Professions · #68T09 #68T30 #68T50 #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.4 #I.2.6 #I.2.7 #J.3 #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Deep Graph Representation Learning and Optimization for Influence Maximization
2023/05/01 by Ling, Chen, Jiang, Junji, Wang, Junxiang +5 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- A regularization-patching dual quaternion optimization method for solving the hand-eye calibration problem
2022/09/16 by Chen, Zhongming, Ling, Chen, Qi, Liqun +1 · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Robotics (cs.RO)
- Dissecting the Meme Magic: Understanding Indicators of Virality in Image Memes
2021/01/16 by Ling, Chen, AbuHilal, Ihab, Blackburn, Jeremy +3 · 2 citations
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Social and Information Networks (cs.SI)
- TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs
2024/06/14 by Li, Zhuofeng, Gou, Zixing, Zhang, Xiangnan +6 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Minimax principle for right eigenvalues of dual quaternion matrices and their generalized inverses
2022/03/07 by Ling Chen, Liqun Qi, Ling, Chen +3 · 2 citations
Computer Science · Medicine · #Optical measurement and interference techniques #Advanced Vision and Imaging #Scoliosis diagnosis and treatment
- Taxonomy Tree Generation from Citation Graph
2024/10/02 by Yuntong Hu, Zhuofeng Li, Hu, Yuntong +11 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Low-Rank and Sparse Enhanced Tucker Decomposition for Tensor Completion
2020/10/01 by Pan, Chenjian, Ling, Chen, He, Hongjin +2 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- von Neumann type trace inequality for dual quaternion matrices
2022/04/20 by Ling, Chen, He, Hongjin, Qi, Liqun +1 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC) #Rings and Algebras (math.RA)
- Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks
2022/05/21 by Guangji Bai, Bai, Guangji, Ling Chen +3 · 1 citation
Computer Science · Engineering · #Machine Learning in Healthcare #Data Stream Mining Techniques #Traffic Prediction and Management Techniques
- Simulating optically-active spin defects with a quantum computer
2024/05/21 by Jack S. Baker, Pablo A. M. Casares, Baker, Jack S. +13 · 3 citations
Computer Science · Physics and Astronomy · #Neural Networks and Reservoir Computing #Quantum and electron transport phenomena #Semiconductor Quantum Structures and Devices
- Slapping Cats, Bopping Heads, and Oreo Shakes: Understanding Indicators of Virality in TikTok Short Videos
2021/11/03 by Ling, Chen, Blackburn, Jeremy, De Cristofaro, Emiliano +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- EmoVerse: Exploring Multimodal Large Language Models for Sentiment and Emotion Understanding
2024/12/11 by Ao Li, Li, Ao, Longwei Xu +6 · 2 citations
Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences
- A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models
2024/02/16 by Li, Mingchen, Ling, Chen, Zhang, Rui +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Link Prediction on Textual Edge Graphs
2024/05/26 by Ling Chen, Zhuofeng Li, Ling, Chen +11 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Advanced Text Analysis Techniques #Complex Network Analysis Techniques #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
- PIXELMOD: Improving Soft Moderation of Visual Misleading Information on Twitter
2024/07/30 by Pujan Paudel, Paudel, Pujan, Ling Chen +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
- A metric function for dual quaternion matrices and related least-squares problems
2024/11/08 by Ling, Chen, Pan, Chenjian, Qi, Liqun · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC) #Rings and Algebras (math.RA)