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Author

Yifei Shen

Observed name: Shen, Yifei
ORCID: 0000-0001-7174-4793
Observed ORCIDs: 0000-0001-7174-4793, 0000-0003-4745-9145
OpenAlex ID: A5114889635
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis
2020 · Yifei Shen, Yuanming Shi, et al. · IEEE Journal on Selected Areas in Communications · 406
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Graph Neural Networks for Wireless Communications: From Theory to Practice
2022 · Yifei Shen, Jun Zhang, et al. · IEEE Transactions on Wireless Communications · 267
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Large Language Models Empowered Autonomous Edge AI for Connected Intelligence
2024 · Yifei Shen, Jiawei Shao, et al. · IEEE Communications Magazine · 196
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LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples
2019 · Yifei Shen, Yuanming Shi, et al. · IEEE Transactions on Wireless Communications · 145
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An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation
2023 · Wentao Yu, Yifei Shen, et al. · IEEE Journal of Selected Topics in Signal Processing · 128
How Powerful is Graph Convolution for Recommendation?
2021 · Yifei Shen, Yongji Wu, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 119
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Invariant Information Bottleneck for Domain Generalization
2022 · Bo Li, Yifei Shen, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 116
A Graph Neural Network Approach for Scalable Wireless Power Control
2019 · Yifei Shen, Yuanming Shi, et al. · IEEE Globecom Workshops (GC Wkshps) · 96
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Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets
2022 · Shi, Yu, Zheng, Shuxin, et al. · arXiv (Cornell University) · 93
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Learning Domain Invariant Prompt for Vision-Language Models
2024 · Cairong Zhao, Yubin Wang, et al. · IEEE Transactions on Image Processing · 81
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Sparse Mixture-of-Experts are Domain Generalizable Learners
2022 · Li, Bo, Shen, Yifei, et al. · arXiv (Cornell University) · 69
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LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence
2026 · An, Xiang, Xie, Yin, et al. · arXiv (Cornell University) · 59
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Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks
2022 · Wentao Yu, Yifei Shen, et al. · Globecom · 37
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Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks
2019 · Yifei Shen, Yuanming Shi, et al. · International Conference on Communications · 35
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SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe
2026 · Shen, Yifei, Li, Bo, et al. · arXiv (Cornell University) · 26
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Can Graph Learning Improve Planning in LLM-based Agents?
2024 · Xixi Wu, Yifei Shen, et al. · neural information processing systems · 25
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Reinforcement Learning Enhanced Explainer for Graph Neural Networks
2021 · Caihua Shan, Yifei Shen, et al. · Rare & Special e-Zone (The Hong Kong University of Science and Technology) · 25
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
2023 · Ya Sheng Sun, Yifan Yang, et al. · neural information processing systems · 24
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AI Empowered Resource Management for Future Wireless Networks
2021 · Yifei Shen, Jun Zhang, et al. · IEEE International Mediterranean Conference on Communications and Networking (MeditCom) · 24
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How Neural Architectures Affect Deep Learning for Communication Networks?
2022 · Yifei Shen, Jun Zhang, et al. · International Conference on Communications · 19
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A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems
2020 · Yifan Ma, Yifei Shen, et al. · IEEE Globecom Workshops (GC Wkshps) · 18
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Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path
2024 · Dai, Xinnan, Wen, Qihao, et al. · arXiv (Cornell University) · 17
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Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling
2023 · Yuchen Fang, Kan Ren, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 17
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Learn to Communicate With Neural Calibration: Scalability and Generalization
2022 · Yifan Ma, Yifei Shen, et al. · IEEE Transactions on Wireless Communications · 17
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Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation
2021 · Yifan Ma, Yifei Shen, et al. · Globecom · 17
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Works count: 78
Citation count: 2,369
H-index: 19
I10-index: 40
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