Kan Ren

1. MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks
   2023/04/28 by Lei Zhang, Zhang, Lei, Yuge Zhang +7 · 1 voice · 10 citations
   #cs.LG #cs.AI
2. TaskBench: Benchmarking Large Language Models for Task Automation
   2023/11/30 by Yongliang Shen, Kaitao Song, Shen, Yongliang +15 · 17 citations
   Computer Science · Medicine · Materials Science · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Machine Learning in Materials Science
3. VisEval: A Benchmark for Data Visualization in the Era of Large Language Models
   2024/07/01 by Nan Chen, Yuge Zhang, Chen, Nan +7 · 15 citations
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Computational Physics and Python Applications #Data Quality and Management #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Topic Modeling
4. Towards Generating Real-World Time Series Data
   2021/11/16 by Hengzhi Pei, Kan Ren, Pei, Hengzhi +9 · 7 citations
   Computer Science · #Time Series Analysis and Forecasting #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
5. ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling
   2024/02/16 by Yuqi Chen, Chen, Yuqi, Kan Ren +9 · 11 citations
   Computer Science · #Neural Networks and Applications
6. Deep Recurrent Survival Analysis
   2018/09/07 by Kan Ren, Ren, Kan, Jiarui Qin +11 · 5 citations
   Computer Science · Social Sciences · #Age of Information Optimization #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
7. Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning
   2020/06/18 by Sijin Zhou, Zhou, Sijin, Xinyi Dai +13 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
8. Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals
   2023/07/27 by Yu-Ting Lan, Lan, Yu-Ting, Kan Ren +11 · 4 citations
   Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
9. Bootstrapped Transformer for Offline Reinforcement Learning
   2022/06/17 by Kerong Wang, Wang, Kerong, Hanye Zhao +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics #Robotics (cs.RO) #Software Engineering Research
10. Towards Inference Efficient Deep Ensemble Learning
    2023/01/29 by Ziyue Li, Kan Ren, Li, Ziyue +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
11. Optimal Real-Time Bidding Frameworks Discussion
    2016/02/02 by Weinan Zhang, Kan Ren, Zhang, Weinan +3 · 1 citation
    Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Optimization and Search Problems #Scheduling and Optimization Algorithms