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Yifei Shen
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2020 – today
- 2024
- [j39]Yifei Shen, Qianwen Zhong, Shubin Zheng, Liming Li, Lele Peng:
A Multi-Modal Approach to Rail Surface Condition Analysis: The MFDF-Net. IEEE Access 12: 132480-132494 (2024) - [j38]Wenyuan Ma, Hui Wu, Yiran Chen, Hongxia Xu, Junjie Jiang, Bang Du, Mingyu Wan, Xiaolu Ma, Xiaoyu Chen, Lili Lin, Xinhui Su, Xuanwen Bao, Yifei Shen, Nong Xu, Jian Ruan, Haiping Jiang, Yongfeng Ding:
New techniques to identify the tissue of origin for cancer of unknown primary in the era of precision medicine: progress and challenges. Briefings Bioinform. 25(2) (2024) - [j37]Yifei Shen, Jiawei Shao, Xinjie Zhang, Zehong Lin, Hao Pan, Dongsheng Li, Jun Zhang, Khaled B. Letaief:
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence. IEEE Commun. Mag. 62(10): 140-146 (2024) - [j36]Zongyao Li, Yifei Shen, Yuqing Ren, Yongming Huang, Xiaohu You, Chuan Zhang:
Belief Propagation Decoding for Short-Length Codes Based on Sparse Tanner Graph. IEEE Commun. Lett. 28(5): 969-973 (2024) - [j35]Shuguang Dou, Xinyang Jiang, Lu Liu, Lu Ying, Caihua Shan, Yifei Shen, Xuanyi Dong, Yun Wang, Dongsheng Li, Cairong Zhao:
Hierarchically Recognizing Vector Graphics and A New Chart-Based Vector Graphics Dataset. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 7556-7573 (2024) - [j34]Yuqing Ren, Hassan Harb, Yifei Shen, Alexios Balatsoukas-Stimming, Andreas Burg:
A Generalized Adjusted Min-Sum Decoder for 5G LDPC Codes: Algorithm and Implementation. IEEE Trans. Circuits Syst. I Regul. Pap. 71(6): 2911-2924 (2024) - [j33]Cairong Zhao, Yubin Wang, Xinyang Jiang, Yifei Shen, Kaitao Song, Dongsheng Li, Duoqian Miao:
Learning Domain Invariant Prompt for Vision-Language Models. IEEE Trans. Image Process. 33: 1348-1360 (2024) - [j32]Yuqing Ren, Yifei Shen, Leyu Zhang, Andreas Toftegaard Kristensen, Alexios Balatsoukas-Stimming, Emmanuel Boutillon, Andreas Burg, Chuan Zhang:
High-Throughput and Flexible Belief Propagation List Decoder for Polar Codes. IEEE Trans. Signal Process. 72: 1158-1174 (2024) - [c50]Yulin Shen, Yifei Shen, Jiawen Cheng, Chutian Jiang, Mingming Fan, Zeyu Wang:
Neural Canvas: Supporting Scenic Design Prototyping by Integrating 3D Sketching and Generative AI. CHI 2024: 1056:1-1056:18 - [c49]Siwei Li, Yifan Yang, Yifei Shen, Fangyun Wei, Zongqing Lu, Lili Qiu, Yuqing Yang:
LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning. EMNLP (Findings) 2024: 12806-12816 - [c48]Xu Han, Caihua Shan, Yifei Shen, Can Xu, Han Yang, Xiang Li, Dongsheng Li:
Training-free Multi-objective Diffusion Model for 3D Molecule Generation. ICLR 2024 - [c47]Muhao Li, Huizheng Wang, Yifei Shen, Xiaosi Tan, Chuan Zhang:
Code Length Compatible Belief Propagation Polar Decoder Based on Folding and Unfolding. ISCAS 2024: 1-5 - [c46]Leyu Zhang, Yuqing Ren, Yifei Shen, Wuyang Zhou, Alexios Balatsoukas-Stimming, Chuan Zhang, Andreas Burg:
A Low-Latency and High-Performance SCL Decoder with Frame-Interleaving. ISCAS 2024: 1-5 - [c45]Yifei Shen, Zhifei Yang, Weijia Lu, Wenfeng Shen, Zhou Lei:
A Comfortable and Robust DRL-based Car-following Policy Incorporating Lateral Information under Cut-in Scenarios. IV 2024: 1967-1973 - [c44]Yao Cheng, Caihua Shan, Yifei Shen, Xiang Li, Siqiang Luo, Dongsheng Li:
Resurrecting Label Propagation for Graphs with Heterophily and Label Noise. KDD 2024: 433-444 - [i42]Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li:
Understanding Training-free Diffusion Guidance: Mechanisms and Limitations. CoRR abs/2403.12404 (2024) - [i41]Weiquan Huang, Yifei Shen, Yifan Yang:
CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation. CoRR abs/2404.19394 (2024) - [i40]Hanchi Sun, Xiaohong Liu, Xinyang Jiang, Yifei Shen, Dongsheng Li, Xiongkuo Min, Guangtao Zhai:
Compression-Realized Deep Structural Network for Video Quality Enhancement. CoRR abs/2405.06342 (2024) - [i39]Siwei Wang, Yifei Shen, Shi Feng, Haoran Sun, Shang-Hua Teng, Wei Chen:
ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models. CoRR abs/2405.09220 (2024) - [i38]Xixi Wu, Yifei Shen, Caihua Shan, Kaitao Song, Siwei Wang, Bohang Zhang, Jiarui Feng, Hong Cheng, Wei Chen, Yun Xiong, Dongsheng Li:
Can Graph Learning Improve Task Planning? CoRR abs/2405.19119 (2024) - [i37]Siwei Li, Yifan Yang, Yifei Shen, Fangyun Wei, Zongqing Lu, Lili Qiu, Yuqing Yang:
Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning. CoRR abs/2407.01491 (2024) - [i36]Yuqing Ren, Leyu Zhang, Ludovic Damien Blanc, Yifei Shen, Xinwei Li, Alexios Balatsoukas-Stimming, Chuan Zhang, Andreas Burg:
A Node-Based Polar List Decoder with Frame Interleaving and Ensemble Decoding Support. CoRR abs/2408.04334 (2024) - [i35]Xinnan Dai, Qihao Wen, Yifei Shen, Hongzhi Wen, Dongsheng Li, Jiliang Tang, Caihua Shan:
Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path. CoRR abs/2408.09529 (2024) - [i34]Yuqing Ren, Leyu Zhang, Yifei Shen, Wenqing Song, Emmanuel Boutillon, Alexios Balatsoukas-Stimming, Andreas Burg:
Edge-Spreading Raptor-Like LDPC Codes for 6G Wireless Systems. CoRR abs/2410.16875 (2024) - 2023
- [j31]Yating Liu, Yifei Shen, Wenyue Zhou, Xiaosi Tan, Xiaohu You, Chuan Zhang:
Iterative EP Detection and Decoding of Polar-Coded MIMO Systems. IEEE Commun. Lett. 27(4): 1075-1079 (2023) - [j30]Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief:
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation. IEEE J. Sel. Top. Signal Process. 17(4): 761-776 (2023) - [j29]Wenyue Zhou, Yifei Shen, Liping Li, Yongming Huang, Chuan Zhang, Xiaohu You:
Belief-Selective Propagation Detection for MIMO Systems. IEEE Trans. Commun. 71(12): 7244-7257 (2023) - [j28]Houren Ji, Yifei Shen, Zaichen Zhang, Yongming Huang, Xiaohu You, Chuan Zhang:
Low-Complexity Fast Fano Decoding for PAC Codes. IEEE Trans. Veh. Technol. 72(12): 15172-15184 (2023) - [j27]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Graph Neural Networks for Wireless Communications: From Theory to Practice. IEEE Trans. Wirel. Commun. 22(5): 3554-3569 (2023) - [c43]Yuchen Fang, Kan Ren, Caihua Shan, Yifei Shen, You Li, Weinan Zhang, Yong Yu, Dongsheng Li:
Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling. AAAI 2023: 7530-7538 - [c42]Yifei Shen, Zhuo Li, Yu Yang, Jiaxing Shen:
Domain Adaptive Pre-trained Model for Mushroom Image Classification. ADMA (4) 2023: 284-296 - [c41]Zhuo Li, Yifei Shen, Ruiqing Xu, Yu Yang, Jiannong Cao, Linchun Wu, Qing Wu:
Weakly-Supervised Multi-action Offline Reinforcement Learning for Intelligent Dosing of Epilepsy in Children. DASFAA (4) 2023: 208-223 - [c40]Yifei Shen, Yuqing Ren, Andreas Toftegaard Kristensen, Xiaohu You, Chuan Zhang, Andreas Burg:
Improved Belief Propagation Decoding of Turbo Codes. ICASSP 2023: 1-5 - [c39]Ziyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li:
SIMPLE: Specialized Model-Sample Matching for Domain Generalization. ICLR 2023 - [c38]Bo Li, Yifei Shen, Jingkang Yang, Yezhen Wang, Jiawei Ren, Tong Che, Jun Zhang, Ziwei Liu:
Sparse Mixture-of-Experts are Domain Generalizable Learners. ICLR 2023 - [c37]Yansen Wang, Xinyang Jiang, Kan Ren, Caihua Shan, Xufang Luo, Dongqi Han, Kaitao Song, Yifei Shen, Dongsheng Li:
CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling. ICML 2023: 35817-35835 - [c36]Yifei Shen, Yuqing Ren, Andreas Burg:
Iterative Ordered Statistics Decoding of Product Codes. ISTC 2023: 1-5 - [c35]Yuqing Ren, Yifei Shen, Emmanuel Boutillon, Alexios Balatsoukas-Stimming, Andreas Burg:
Design of Concatenated Product Codes with Spatially-Coupled LDPC Codes. ISWCS 2023: 1-6 - [c34]Yasheng Sun, Yifan Yang, Houwen Peng, Yifei Shen, Yuqing Yang, Han Hu, Lili Qiu, Hideki Koike:
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation. NeurIPS 2023 - [i33]Ruibin Li, Qihua Zhou, Song Guo, Jie Zhang, Jingcai Guo, Xinyang Jiang, Yifei Shen, Zhenhua Han:
Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models. CoRR abs/2306.00714 (2023) - [i32]Yifei Shen, Jiawei Shao, Xinjie Zhang, Zehong Lin, Hao Pan, Dongsheng Li, Jun Zhang, Khaled B. Letaief:
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence. CoRR abs/2307.02779 (2023) - [i31]Yasheng Sun, Yifan Yang, Houwen Peng, Yifei Shen, Yuqing Yang, Han Hu, Lili Qiu, Hideki Koike:
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation. CoRR abs/2308.00906 (2023) - [i30]Yuqing Ren, Hassan Harb, Yifei Shen, Alexios Balatsoukas-Stimming, Andreas Burg:
A High-Performance and Low-Complexity 5G LDPC Decoder: Algorithm and Implementation. CoRR abs/2310.15801 (2023) - [i29]Yao Cheng, Caihua Shan, Yifei Shen, Xiang Li, Siqiang Luo, Dongsheng Li:
Label Propagation for Graph Label Noise. CoRR abs/2310.16560 (2023) - [i28]William Wei Wang, Dongqi Han, Xufang Luo, Yifei Shen, Charles Ling, Boyu Wang, Dongsheng Li:
Toward Open-ended Embodied Tasks Solving. CoRR abs/2312.05822 (2023) - 2022
- [j26]Jian Ruan, Shuaishuai Xu, Ruyin Chen, Wenxin Qu, Qiong Li, Chanqi Ye, Wei Wu, Qi Jiang, Feifei Yan, Enhui Shen, Qinjie Chu, Yunlu Jia, Xiaochen Zhang, Wenguang Fu, Jinzhang Chen, Michael P. Timko, Peng Zhao, Longjiang Fan, Yifei Shen:
EMLI-ICC: an ensemble machine learning-based integration algorithm for metastasis prediction and risk stratification in intrahepatic cholangiocarcinoma. Briefings Bioinform. 23(6) (2022) - [j25]Wenyue Zhou, Xiaofeng Zhou, Yifei Shen, Qiang Liu, Liping Li, Chuan Zhang:
Efficient polar coding scheme and implementation with shared information bits. Sci. China Inf. Sci. 65(10) (2022) - [j24]Yifei Shen, Wenyue Zhou, Yongming Huang, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Fast Iterative Soft-Output List Decoding of Polar Codes. IEEE Trans. Signal Process. 70: 1361-1376 (2022) - [j23]Yuqing Ren, Andreas Toftegaard Kristensen, Yifei Shen, Alexios Balatsoukas-Stimming, Chuan Zhang, Andreas Burg:
A Sequence Repetition Node-Based Successive Cancellation List Decoder for 5G Polar Codes: Algorithm and Implementation. IEEE Trans. Signal Process. 70: 5592-5607 (2022) - [j22]Huayi Zhou, Xiangyun Deng, Yiqian Cai, Yifei Shen, Minhua Yang, Warren J. Gross, Xiaohu You, Chuan Zhang:
A Synchro-Set-Aided Breadth-First Sphere Decoder for Polar-Coded MIMO Systems. IEEE Trans. Signal Process. 70: 6200-6215 (2022) - [j21]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Learn to Communicate With Neural Calibration: Scalability and Generalization. IEEE Trans. Wirel. Commun. 21(11): 9947-9961 (2022) - [j20]Yifei Shen, Alexios Balatsoukas-Stimming, Xiaohu You, Chuan Zhang, Andreas Peter Burg:
Dynamic SCL Decoder With Path-Flipping for 5G Polar Codes. IEEE Wirel. Commun. Lett. 11(2): 391-395 (2022) - [j19]Bingyang Cheng, Yifei Shen, Huizheng Wang, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Efficient MMSE-PIC Detection for Polar-Coded System Using Tree-Structured Gray Codes. IEEE Wirel. Commun. Lett. 11(7): 1310-1314 (2022) - [c33]Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado Reed, Dongsheng Li, Kurt Keutzer, Han Zhao:
Invariant Information Bottleneck for Domain Generalization. AAAI 2022: 7399-7407 - [c32]Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin:
Neural Piecewise-Constant Delay Differential Equations. AAAI 2022: 9242-9250 - [c31]Zongyao Li, Leyu Zhang, Yifei Shen, Andreas Burg, Xiaohu You, Chuan Zhang:
List Ordered Statistics Decoders for Polar Codes. IEEECONF 2022: 628-633 - [c30]Xiaohu You, Chuan Zhang, Bin Sheng, Yongming Huang, Chen Ji, Yifei Shen, Wenyue Zhou, Jian Liu:
Spatiotemporal 2-D Channel Coding for Very Low Latency Reliable MIMO Transmission. GLOBECOM (Workshops) 2022: 473-479 - [c29]Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Jun Zhang, Khaled B. Letaief:
Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks. GLOBECOM 2022: 5384-5389 - [c28]Yifei Shen, Yuqing Ren, Andreas Toftegaard Kristensen, Alexios Balatsoukas-Stimming, Xiaohu You, Chuan Zhang, Andreas Peter Burg:
Fast Sequence Repetition Node-Based Successive Cancellation List Decoding for Polar Codes. ICC 2022: 116-122 - [c27]Yifei Shen, Jun Zhang, Khaled Ben Letaief:
How Neural Architectures Affect Deep Learning for Communication Networks? ICC 2022: 389-394 - [c26]Zhefeng Qiao, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Content-Aware Client Selection for Federated Learning in Wireless Networks. MeditCom 2022: 49-54 - [i27]Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin:
Neural Piecewise-Constant Delay Differential Equations. CoRR abs/2201.00960 (2022) - [i26]Xiaohu You, Chuan Zhang, Bin Sheng, Yongming Huang, Chen Ji, Yifei Shen, Wenyue Zhou, Jian Liu:
Spatiotemporal 2-D Channel Coding for Very Low Latency Reliable MIMO Transmission. CoRR abs/2201.03166 (2022) - [i25]Yu Shi, Shuxin Zheng, Guolin Ke, Yifei Shen, Jiacheng You, Jiyan He, Shengjie Luo, Chang Liu, Di He, Tie-Yan Liu:
Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets. CoRR abs/2203.04810 (2022) - [i24]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Graph Neural Networks for Wireless Communications: From Theory to Practice. CoRR abs/2203.10800 (2022) - [i23]Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Jun Zhang, Khaled B. Letaief:
Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks. CoRR abs/2205.04944 (2022) - [i22]Yuqing Ren, Andreas Toftegaard Kristensen, Yifei Shen, Alexios Balatsoukas-Stimming, Chuan Zhang, Andreas Burg:
A Sequence Repetition Node-Based Successive Cancellation List Decoder for 5G Polar Codes: Algorithm and Implementation. CoRR abs/2205.08857 (2022) - [i21]Wenyue Zhou, Yifei Shen, Liping Li, Yongming Huang, Chuan Zhang, Xiaohu You:
Belief-selective Propagation Detection for MIMO Systems. CoRR abs/2206.13418 (2022) - [i20]Yuqing Ren, Yifei Shen, Leyu Zhang, Andreas Toftegaard Kristensen, Alexios Balatsoukas-Stimming, Andreas Burg, Chuan Zhang:
High-Throughput Flexible Belief Propagation List Decoder for Polar Codes. CoRR abs/2210.13887 (2022) - [i19]Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief:
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation. CoRR abs/2211.15939 (2022) - [i18]Cairong Zhao, Yubin Wang, Xinyang Jiang, Yifei Shen, Kaitao Song, Dongsheng Li, Duoqian Miao:
Learning Domain Invariant Prompt for Vision-Language Models. CoRR abs/2212.04196 (2022) - 2021
- [j18]Yifei Shen, Qinjie Chu, Xinxin Yin, Yinjun He, Panpan Bai, Yunfei Wang, Weijia Fang, Michael P. Timko, Longjiang Fan, Weiqin Jiang:
TOD-CUP: a gene expression rank-based majority vote algorithm for tissue origin diagnosis of cancers of unknown primary. Briefings Bioinform. 22(2): 2106-2118 (2021) - [j17]Yifei Shen, Qinjie Chu, Michael P. Timko, Longjiang Fan:
scDetect: a rank-based ensemble learning algorithm for cell type identification of single-cell RNA sequencing in cancer. Bioinform. 37(22): 4115-4122 (2021) - [j16]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief:
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis. IEEE J. Sel. Areas Commun. 39(1): 101-115 (2021) - [j15]Houren Ji, Yifei Shen, Wenqing Song, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Hardware Implementation for Belief Propagation Flip Decoding of Polar Codes. IEEE Trans. Circuits Syst. I Regul. Pap. 68(3): 1330-1341 (2021) - [j14]Xu Pang, Wenqing Song, Yifei Shen, Xiaohu You, Chuan Zhang:
Efficient Row-Layered Decoder for Sparse Code Multiple Access. IEEE Trans. Circuits Syst. I Regul. Pap. 68(8): 3495-3507 (2021) - [j13]Huizheng Wang, Yahui Ji, Yifei Shen, Wenqing Song, Muhao Li, Xiaohu You, Chuan Zhang:
An Efficient Detector for Massive MIMO Based on Improved Matrix Partition. IEEE Trans. Signal Process. 69: 2971-2986 (2021) - [j12]Ye Xue, Yifei Shen, Vincent K. N. Lau, Jun Zhang, Khaled B. Letaief:
Blind Data Detection in Massive MIMO via ℓ₃-Norm Maximization Over the Stiefel Manifold. IEEE Trans. Wirel. Commun. 20(2): 1411-1424 (2021) - [j11]Houren Ji, Zihao Gong, Yifei Shen, Yunhao Xu, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Hardware Implementation for Bipartite Belief Propagation Polar Decoding with Bit Flipping. J. Signal Process. Syst. 93(10): 1149-1157 (2021) - [c25]He Wang, Yifei Shen, Ziyuan Wang, Dongsheng Li, Jun Zhang, Khaled B. Letaief, Jie Lu:
Decentralized Statistical Inference with Unrolled Graph Neural Networks. CDC 2021: 2634-2640 - [c24]Yifei Shen, Yongji Wu, Yao Zhang, Caihua Shan, Jun Zhang, Khaled B. Letaief, Dongsheng Li:
How Powerful is Graph Convolution for Recommendation? CIKM 2021: 1619-1629 - [c23]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation. GLOBECOM 2021: 1-6 - [c22]Wenqing Song, Yifei Shen, Yuxiang Fu, Chuan Zhang, Li Li:
Adaptive Successive Cancellation Priority Decoder for 5G Polar Codes. ISCAS 2021: 1-5 - [c21]Leyu Zhang, Yutai Sun, Yifei Shen, Wenqing Song, Xiaohu You, Chuan Zhang:
Efficient Fast-SCAN Flip Decoder for Polar Codes. ISCAS 2021: 1-5 - [c20]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
AI Empowered Resource Management for Future Wireless Networks. MeditCom 2021: 252-257 - [c19]Caihua Shan, Yifei Shen, Yao Zhang, Xiang Li, Dongsheng Li:
Reinforcement Learning Enhanced Explainer for Graph Neural Networks. NeurIPS 2021: 22523-22533 - [c18]Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li:
Recognizing Vector Graphics without Rasterization. NeurIPS 2021: 24569-24580 - [c17]Yifei Shen, Zeyu Wang, Qinying Sun, Anne Chen, Holly E. Rushmeier:
Reconstructing Dura-Europos From Sparse Photo Collections Using Deep Contour Extraction. GCH 2021: 75-78 - [i17]He Wang, Yifei Shen, Ziyuan Wang, Dongsheng Li, Jun Zhang, Khaled B. Letaief, Jie Lu:
Decentralized Statistical Inference with Unrolled Graph Neural Networks. CoRR abs/2104.01555 (2021) - [i16]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
AI Empowered Resource Management for Future Wireless Networks. CoRR abs/2106.06178 (2021) - [i15]Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado J. Reed, Jun Zhang, Dongsheng Li, Kurt Keutzer, Han Zhao:
Invariant Information Bottleneck for Domain Generalization. CoRR abs/2106.06333 (2021) - [i14]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation. CoRR abs/2108.01529 (2021) - [i13]Yifei Shen, Yongji Wu, Yao Zhang, Caihua Shan, Jun Zhang, Khaled B. Letaief, Dongsheng Li:
How Powerful is Graph Convolution for Recommendation? CoRR abs/2108.07567 (2021) - [i12]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Learn to Communicate with Neural Calibration: Scalability and Generalization. CoRR abs/2110.00272 (2021) - [i11]Yifei Shen, Jun Zhang, Khaled B. Letaief:
How Neural Architectures Affect Deep Learning for Communication Networks? CoRR abs/2111.02215 (2021) - [i10]Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li:
Recognizing Vector Graphics without Rasterization. CoRR abs/2111.03281 (2021) - 2020
- [j10]Xiao Liang, Huizheng Wang, Yifei Shen, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Efficient stochastic successive cancellation list decoder for polar codes. Sci. China Inf. Sci. 63(10): 1-19 (2020) - [j9]Ronghua Shang, Pei Peng, Fanhua Shang, Licheng Jiao, Yifei Shen, Rustam Stolkin:
Semantic Segmentation for SAR Image Based on Texture Complexity Analysis and Key Superpixels. Remote. Sens. 12(13): 2141 (2020) - [j8]Yifei Shen, Wenqing Song, Yuqing Ren, Houren Ji, Xiaohu You, Chuan Zhang:
Enhanced Belief Propagation Decoder for 5G Polar Codes With Bit-Flipping. IEEE Trans. Circuits Syst. II Express Briefs 67-II(5): 901-905 (2020) - [j7]Yifei Shen, Wenqing Song, Houren Ji, Yuqing Ren, Chao Ji, Xiaohu You, Chuan Zhang:
Improved Belief Propagation Polar Decoders With Bit-Flipping Algorithms. IEEE Trans. Commun. 68(11): 6699-6713 (2020) - [j6]Wei Song, Yifei Shen, Liping Li, Kai Niu, Chuan Zhang:
A General Construction and Encoder Implementation of Polar Codes. IEEE Trans. Very Large Scale Integr. Syst. 28(7): 1690-1702 (2020) - [j5]Chao Ji, Yifei Shen, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Autogeneration of Pipelined Belief Propagation Polar Decoders. IEEE Trans. Very Large Scale Integr. Syst. 28(7): 1703-1716 (2020) - [j4]Yifei Shen, Liping Li, Junmei Yang, Xiaosi Tan, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Low-Latency Segmented List-Pruning Software Polar List Decoder. IEEE Trans. Veh. Technol. 69(4): 3575-3589 (2020) - [j3]Yuqing Ren, Yifei Shen, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Efficient Belief Propagation Polar Decoder With Loop Simplification Based Factor Graphs. IEEE Trans. Veh. Technol. 69(5): 5657-5660 (2020) - [j2]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples. IEEE Trans. Wirel. Commun. 19(1): 665-679 (2020) - [c16]Yutai Sun, Yifei Shen, Wenqing Song, Zihao Gong, Xiaohu You, Chuan Zhang:
LSTM Network-Assisted Belief Propagation Flip Polar Decoder. ACSSC 2020: 979-983 - [c15]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems. GLOBECOM (Workshops) 2020: 1-6 - [c14]Zihao Gong, Yifei Shen, Houren Ji, Wenqing Song, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Bipartite Belief Propagation Polar Decoding With Bit-Flipping. ICASSP 2020: 1703-1707 - [c13]Yifei Shen, Ye Xue, Jun Zhang, Khaled B. Letaief, Vincent Lau:
Complete Dictionary Learning via ℓp-norm Maximization. UAI 2020: 280-289 - [i9]Yifei Shen, Ye Xue, Jun Zhang, Khaled Ben Letaief, Vincent K. N. Lau:
Complete Dictionary Learning via 𝓁p-norm Maximization. CoRR abs/2002.10043 (2020) - [i8]Ye Xue, Yifei Shen, Vincent K. N. Lau, Jun Zhang, Khaled B. Letaief:
Blind Data Detection in Massive MIMO via ℓ3-norm Maximization over the Stiefel Manifold. CoRR abs/2004.12301 (2020) - [i7]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief:
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis. CoRR abs/2007.07632 (2020) - [i6]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems. CoRR abs/2008.00769 (2020)
2010 – 2019
- 2019
- [j1]Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi:
Comparing large-scale graphs based on quantum probability theory. Appl. Math. Comput. 358: 1-15 (2019) - [c12]Houren Ji, Yifei Shen, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Flexible and Adaptive Path Splitting of Simplified Successive Cancellation List Polar Decoding. ASICON 2019: 1-4 - [c11]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief:
A Graph Neural Network Approach for Scalable Wireless Power Control. GLOBECOM Workshops 2019: 1-6 - [c10]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks. ICC 2019: 1-6 - [i5]Wei Song, Yifei Shen, Liping Li, Kai Niu, Chuan Zhang:
A General Construction and Encoder Implementation of Polar Codes. CoRR abs/1903.02899 (2019) - [i4]Wenyue Zhou, Qiang Liu, Yifei Shen, Xiaofeng Zhou, Chuan Zhang, Yaohua Xu, Liping Li:
Polar Codes with Memory. CoRR abs/1907.00527 (2019) - [i3]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
A Graph Neural Network Approach for Scalable Wireless Power Control. CoRR abs/1907.08487 (2019) - 2018
- [c9]Xiaofeng Zhou, Yifei Shen, Xiaosi Tan, Xiaohu You, Zaichen Zhang, Chuan Zhang:
An Adjustable Hybrid SC-BP Polar Decoder. APCCAS 2018: 211-214 - [c8]Kai Sun, Yifei Shen, Yingjie Lao, Zaichen Zhang, Xiaohu You, Chuan Zhang:
A New Error Correction Scheme for Physical Unclonable Function. APCCAS 2018: 374-377 - [c7]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Scalable Network Adaptation for Cloud-Rans: An Imitation Learning Approach. GlobalSIP 2018: 614-618 - [c6]Tong Xue, Yaping Zhang, Yifei Shen, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Adaptive Spatial Modulation Combining BCH Coding and Huffman Coding. DSP 2018: 1-5 - [c5]Hayoung Choi, Yifei Shen, Yuanming Shi:
Comparing Massive Networks via Moment Matrices. ISIT 2018: 656-660 - [c4]Yahui Ji, Zhizhen Wu, Yifei Shen, Jun Lin, Zaichen Zhang, Xiaohu You, Chuan Zhang:
A Low-Complexity Massive MIMO Detection Algorithm Based on Matrix Partition. SiPS 2018: 158-163 - [i2]Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi:
Comparing large-scale graphs based on quantum probability theory. CoRR abs/1807.00252 (2018) - [i1]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
LORA: Learning to Optimize for Resource Allocation in Wireless Networks with Few Training Samples. CoRR abs/1812.07998 (2018) - 2017
- [c3]Yifei Shen, Junmei Yang, Xiaofeng Zhou, Xiaohu You, Chuan Zhang:
Joint Detection and Decoding for Polar Coded MIMO Systems. GLOBECOM 2017: 1-6 - 2016
- [c2]Yifei Shen, Chuan Zhang, Junmei Yang, Shunqing Zhang, Xiaohu You:
Low-latency software successive cancellation list polar decoder using stage-located copy. DSP 2016: 84-88
2000 – 2009
- 2006
- [c1]Kunpeng Zhang, Yun Xu, Yifei Shen, Guoliang Chen:
Using a Neural Networking Method to Predict the Protein Phosphorylation Sites with Specific Kinase. ISNN (2) 2006: 682-689
Coauthor Index
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