Sun, Yifei

1. G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
   2024/02/12 by Xiaoxin He, Yijun Tian, He, Xiaoxin +13 · 53 citations
   Computer Science · #Advanced Graph Neural Networks #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
2. Predicting Human Brain States with Transformer
   2024/12/11 by Yifei Sun, Sun, Yifei, Mariano Cabezas +11 · 6 voices
   Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #cs.AI #cs.LG #q-bio.NC
3. Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Datasets
   2024/10/29 by Guangqi Jiang, Jiang, Guangqi, Yifei Sun +9 · 9 citations
   Engineering · #Robot Manipulation and Learning
4. Dynamic scaling for the growth of non-equilibrium fluctuations during\n thermophoretic diffusion in microgravity
   2015/02/12 by Roberto Cerbino, Cerbino, Roberto, Yifei Sun +5 · 2 citations
   Chemistry · Engineering · Environmental Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Ecosystem dynamics and resilience #FOS: Physical sciences #Field-Flow Fractionation Techniques #Soft Condensed Matter (cond-mat.soft) #thermodynamics and calorimetric analyses
5. Fine-tuning Graph Neural Networks by Preserving Graph Generative Patterns
   2023/12/21 by Sun, Yifei, Zhu, Qi, Yang, Yang +4 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. SISTA: learning optimal transport costs under sparsity constraints
   2020/09/17 by Guillaume Carlier, Carlier, Guillaume, Dupuy, Arnaud +4 · 2 citations
   Computer Science · Economics, Econometrics and Finance · Mathematics · Social Sciences · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Human Mobility and Location-Based Analysis #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Migration and Labor Dynamics #Optimization and Control (math.OC) #Spatial and Panel Data Analysis #Stochastic Gradient Optimization Techniques
7. Estimating matching affinity matrix under low-rank constraints
   2016/12/30 by Arnaud Dupuy, Dupuy, Arnaud, Alfred Galichon +3 · 1 citation
   Mathematics · #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Methodology (stat.ME)
8. UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs
   2025/02/02 by Yufei He, Yuan Sui, He, Yufei +9 · 6 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Text and Document Classification Technologies
9. Improving Factual Consistency of Abstractive Summarization on Customer Feedback
   2021/06/30 by Yang Liu, Liu, Yang, Yifei Sun +3 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
10. Passive Motion Detection via mmWave Communication System
    2022/03/28 by Jie Li, Chao Yu, Li, Jie +7 · 1 citation
    Computer Science · Engineering · #Wireless Signal Modulation Classification #Indoor and Outdoor Localization Technologies #Hand Gesture Recognition Systems
11. mmAlert: mmWave Link Blockage Prediction via Passive Sensing
    2023/02/22 by Yu, Chao, Sun, Yifei, Luo, Yan +1 · 1 citation
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
12. Generalizable Visual Reinforcement Learning with Segment Anything Model
    2023/12/28 by Ziyu Wang, Yanjie Ze, Wang, Ziyu +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
13. Exploring Correlations of Self-Supervised Tasks for Graphs
    2024/05/07 by Taoran Fang, Wei Zhou, Fang, Taoran +9 · 1 citation
    Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Machine Learning (cs.LG)
14. SPAR: Personalized Content-Based Recommendation via Long Engagement Attention
    2024/02/16 by Zhang, Chiyu, Sun, Yifei, Chen, Jun +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
15. EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations
    2024/05/19 by Chiyu Zhang, Yifei Sun, Zhang, Chiyu +21 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
16. BS-LDM: Effective Bone Suppression in High-Resolution Chest X-Ray Images with Conditional Latent Diffusion Models
    2024/12/20 by Yifei Sun, Zhanghao Chen, Sun, Yifei +15 · 2 citations
    Medicine · Engineering · #Radiomics and Machine Learning in Medical Imaging #Medical Imaging Techniques and Applications #Medical Imaging and Analysis
17. Efficient Partitioning Vision Transformer on Edge Devices for Distributed Inference
    2024/10/15 by Liu, Xiang, Song, Yijun, Li, Xia +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences