Yifei Shen
- Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis
2020/07/15 by Yifei Shen, Yuanming Shi, Shen, Yifei +5 · 13 citations
Engineering · Computer Science · #Advanced MIMO Systems Optimization #Advanced Graph Neural Networks #Millimeter-Wave Propagation and Modeling
- Graph Neural Networks for Wireless Communications: From Theory to Practice
2022/03/21 by Yifei Shen, Shen, Yifei, Jun Zhang +5 · 12 citations
Computer Science · #Advanced Graph Neural Networks #Energy Efficient Wireless Sensor Networks #Machine Learning and ELM
- Large Language Models Empowered Autonomous Edge AI for Connected Intelligence
2023/07/06 by Yifei Shen, Jiawei Shao, Shen, Yifei +13 · 15 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
- Sparse Mixture-of-Experts are Domain Generalizable Learners
2022/06/08 by Bo Li, Yifei Shen, Li, Bo +13 · 11 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Learning Domain Invariant Prompt for Vision-Language Models
2022/12/08 by Cairong Zhao, Zhao, Cairong, Yubin Wang +11 · 9 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- Can Graph Learning Improve Planning in LLM-based Agents?
2024/05/29 by Xixi Wu, Wu, Xixi, Yifei Shen +19 · 11 citations
Computer Science · #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
- Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets
2022/03/09 by Yu Shi, Shuxin Zheng, Shi, Yu +17 · 6 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Cloud Computing and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
2023/08/02 by Yasheng Sun, Sun, Yasheng, Y. F. Yang +13 · 7 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications #Multimodal Machine Learning Applications
- How Powerful is Graph Convolution for Recommendation?
2021/08/17 by Yifei Shen, Shen, Yifei, Yongji Wu +11 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Caching and Content Delivery #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
- Invariant Information Bottleneck for Domain Generalization
2021/06/11 by Bo Li, Li, Bo, Yifei Shen +15 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Machine Learning in Bioinformatics #Cancer-related molecular mechanisms research
- ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models
2024/05/15 by Siwei Wang, Yifei Shen, Wang, Siwei +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- When Do LLMs Help With Node Classification? A Comprehensive Analysis
2025/02/02 by Xuan Wu, Wu, Xixi, Yifei Shen +11 · 4 citations
Engineering · #Advanced Algorithms and Applications #Advanced Sensor and Control Systems
- Habitizing Diffusion Planning for Efficient and Effective Decision Making
2025/02/10 by Haofei Lu, Yifei Shen, Lu, Haofei +7 · 3 citations
Decision Sciences · #Complex Systems and Decision Making
- VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
2025/10/02 by K.S. Park, Yifan Yang, Park, Kyoungjun +15 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Spatiotemporal 2-D Channel Coding for Very Low Latency Reliable MIMO Transmission
2022/01/10 by Xiaohu You, Chuan Zhang, You, Xiaohu +13 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Advanced Wireless Communication Technologies
- Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path
2024/08/18 by Xinnan Dai, Qihao Wen, Dai, Xinnan +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
- Toward Relative Positional Encoding in Spiking Transformers
2025/01/28 by Changze Lv, Lv, Changze, Yansen Wang +11 · 1 citation
Engineering · #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Robotics and Automated Systems
- Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing
2026/07/21 by Xinjie Zhang, Peng Zhang, Shicheng Zheng +21 · 1 voice · 1 citation
#cs.CV #cs.AI #cs.LG #cs.MM #eess.IV
- Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model
2026/07/27 by Senqiao Yang, Kaichen Zhang, Zhaoyang Jia +20
#cs.CV #cs.CL
- Reducing Power Consumption of Embedded Dynamic Memories with ECCs
2026/07/17 by Wenqing Song, Yifei Shen, Andreas Burg
#cs.IT #cs.AR #math.IT