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This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j20]Ping Chang, Huayu Li
, Stuart F. Quan, Shuyang Lu, Shu-Fen Wung, Janet Roveda, Ao Li:
A transformer-based diffusion probabilistic model for heart rate and blood pressure forecasting in Intensive Care Unit. Comput. Methods Programs Biomed. 246: 108060 (2024)- [j19]Huayu Li, Xiwen Chen, Gregory Ditzler, Janet Roveda, Ao Li:
Knowledge distillation under ideal joint classifier assumption. Neural Networks 173: 106160 (2024) - [j18]Huayu Li, Wei Li, Jun Sun, Jie Xu, Sheng Ai, Ziling Nie, Lin Song:
Graphical Method for Cross-Coupling Effect Online Suppression in Sensorless Predictive Direct Torque Controlled IPMSM Drives. IEEE Trans. Ind. Electron. 71(11): 13834-13844 (2024) - [j17]Huayu Li, Gregory Ditzler, Janet Roveda, Ao Li:
DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal. IEEE J. Biomed. Health Informatics 28(9): 5081-5091 (2024) - [c37]Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi:
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning. ICML 2024 - [c36]Huayu Li, Jie Zhang, Guangbo Ren, Fangming Guo, Jianbu Wang:
Fine-Scale Classification of Wetland in the Yellow River Estuary based on UAV Hyperspectral Data. IGARSS 2024: 7873-7876 - [c35]Wei Zhang, Dai Li, Chen Liang, Fang Zhou, Zhongke Zhang, Xuewei Wang, Ru Li, Yi Zhou, Yaning Huang, Dong Liang, Kai Wang, Zhangyuan Wang, Zhengxing Chen, Fenggang Wu, Minghai Chen, Huayu Li, Yunnan Wu, Zhan Shu, Mindi Yuan, Sri Reddy:
Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta. WWW (Companion Volume) 2024: 47-55 - [c34]Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen:
AutoML for Large Capacity Modeling of Meta's Ranking Systems. WWW (Companion Volume) 2024: 374-382 - [i24]Hao Wang, Sayed Pedram Haeri Boroujeni, Xiwen Chen, Ashish Bastola, Huayu Li, Abolfazl Razi:
FLAME Diffuser: Grounded Wildfire Image Synthesis using Mask Guided Diffusion. CoRR abs/2403.03463 (2024) - [i23]Xiwen Chen, Hao Wang, Zhao Zhang, Zhenmin Li, Huayu Li, Tong Ye, Abolfazl Razi:
Enhancing Digital Hologram Reconstruction Using Reverse-Attention Loss for Untrained Physics-Driven Deep Learning Models with Uncertain Distance. CoRR abs/2403.12056 (2024) - [i22]Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi:
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning. CoRR abs/2405.03140 (2024) - [i21]Zijian Wang, Bin Wang, Haifeng Jing, Huayu Li, Hongbo Dou:
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration. CoRR abs/2408.01880 (2024) - [i20]Fang Zhou, Yaning Huang, Dong Liang, Dai Li, Zhongke Zhang, Kai Wang, Xiao Xin, Abdallah Aboelela, Zheliang Jiang, Yang Wang, Jeff Song, Wei Zhang, Chen Liang, Huayu Li, Chonglin Sun, Hang Yang, Lei Qu, Zhan Shu, Mindi Yuan, Emanuele Maccherani, Taha Hayat, John Guo, Varna Puvvada, Uladzimir Pashkevich:
ERCache: An Efficient and Reliable Caching Framework for Large-Scale User Representations in Meta's Ads System. CoRR abs/2410.06497 (2024) - 2023
- [j16]Ting Wang, Geng Wei, Huayu Li, Thioanh Bui, Qian Zeng, Ruliang Wang:
Fast CU Partition Algorithm for Intra Frame Coding Based on Joint Texture Classification and CNN. Sensors 23(18): 7923 (2023) - [c33]Wenhui Zhu, Peijie Qiu, Xiwen Chen, Huayu Li, Hao Wang, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang:
Beyond MobileNet: An Improved MobileNet for Retinal Diseases. MMAC@MICCAI 2023: 56-65 - [c32]Huayu Li, Wenhui Zhu, Xiwen Chen, Yalin Wang:
Prediction of Spherical Equivalent with Vanilla ResNet. MMAC@MICCAI 2023: 66-74 - [i19]Ping Chang, Huayu Li, Stuart F. Quan, Janet Roveda, Ao Li:
TDSTF: Transformer-based Diffusion probabilistic model for Sparse Time series Forecasting. CoRR abs/2301.06625 (2023) - [i18]Xiwen Chen, Huayu Li, Rahul Amin, Abolfazl Razi:
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples. CoRR abs/2304.04137 (2023) - [i17]Huayu Li, Xiwen Chen, Gregory Ditzler, Ping Chang, Janet Roveda, Ao Li:
Knowledge Distillation Under Ideal Joint Classifier Assumption. CoRR abs/2304.11004 (2023) - [i16]Xiwen Chen, Huayu Li, Rahul Amin, Abolfazl Razi:
Learning on Bandwidth Constrained Multi-Source Data with MIMO-inspired DPP MAP Inference. CoRR abs/2306.02497 (2023) - [i15]Huayu Li, Ana S. Carreon-Rascon, Xiwen Chen, Geng Yuan, Ao Li:
MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features. CoRR abs/2310.12451 (2023) - [i14]Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen:
AutoML for Large Capacity Modeling of Meta's Ranking Systems. CoRR abs/2311.07870 (2023) - [i13]Wei Zhang, Dai Li, Chen Liang, Fang Zhou, Zhongke Zhang, Xuewei Wang, Ru Li, Yi Zhou, Yaning Huang, Dong Liang, Kai Wang, Zhangyuan Wang, Zhengxing Chen, Min Li, Fenggang Wu, Minghai Chen, Huayu Li, Yunnan Wu, Zhan Shu, Mindi Yuan, Sri Reddy:
Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta. CoRR abs/2311.09544 (2023) - [i12]Huayu Li, Gregory Ditzler:
PACOL: Poisoning Attacks Against Continual Learners. CoRR abs/2311.10919 (2023) - [i11]Haiyu Wu, Sicong Tian, Huayu Li, Kevin W. Bowyer:
LogicNet: A Logical Consistency Embedded Face Attribute Learning Network. CoRR abs/2311.11208 (2023) - 2022
- [j15]Shuyu Miao, Shanshan Du, Rui Feng, Yuejie Zhang, Huayu Li, Tianbi Liu, Lin Zheng, Weiguo Fan:
Balanced single-shot object detection using cross-context attention-guided network. Pattern Recognit. 122: 108258 (2022) - [j14]Huayu Li, Jianhua Wan, Shanwei Liu, Hui Sheng, Mingming Xu:
Wetland Vegetation Classification through Multi-Dimensional Feature Time Series Remote Sensing Images Using Mahalanobis Distance-Based Dynamic Time Warping. Remote. Sens. 14(3): 501 (2022) - [c31]Wentao Ding, Hao Chen, Huayu Li, Yuzhong Qu:
Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs. EMNLP 2022: 1867-1877 - [c30]Huayu Li, Gregory Ditzler:
Targeted Data Poisoning Attacks Against Continual Learning Neural Networks. IJCNN 2022: 1-8 - [c29]Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Zhihao Jia, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Ajit Mathews, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao:
Software-hardware co-design for fast and scalable training of deep learning recommendation models. ISCA 2022: 993-1011 - [c28]Zhaonan Jiao, Xiliang Zhang, Yuqi Sun, Xia Hua, Huayu Li:
A Permanent Magnet Synchronous Machine Fault Diagnosis Method Using Electrical Signals Based on Image Processing Technique. SPA 2022: 76-80 - [i10]Abolfazl Razi, Xiwen Chen, Huayu Li, Brendan Russo, Yan Chen, Hongbin Yu:
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review. CoRR abs/2203.10939 (2022) - [i9]Buyun Zhang, Liang Luo, Xi Liu, Jay Li, Zeliang Chen, Weilin Zhang, Xiaohan Wei, Yuchen Hao, Michael Tsang, Wenjun Wang, Yang Liu, Huayu Li, Yasmine Badr, Jongsoo Park, Jiyan Yang, Dheevatsa Mudigere, Ellie Wen:
DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction. CoRR abs/2203.11014 (2022) - [i8]Huayu Li, Gregory Ditzler, Janet Roveda, Ao Li:
DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal. CoRR abs/2208.00542 (2022) - [i7]Wentao Ding, Hao Chen, Huayu Li, Yuzhong Qu:
Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs. CoRR abs/2210.04490 (2022) - 2021
- [j13]Jixiang Zhao, Shanwei Liu, Jianhua Wan, Muhammad Yasir, Huayu Li:
Change Detection Method of High Resolution Remote Sensing Image Based on D-S Evidence Theory Feature Fusion. IEEE Access 9: 4673-4687 (2021) - [j12]Huayu Li, Jordi Van Damme, Chenwei Ma, Jan A. Melkebeek, Frederik De Belie:
A Geometrical Interpretation of Current Transient Responses to Predict Current Gradients for IPMSM Model Predictive Control. IEEE Trans. Ind. Electron. 68(11): 10498-10509 (2021) - [j11]Huayu Li, Ziling Nie, Frederik De Belie:
Image Registration Technique to Improve a Self-Sensing Estimation for Model Predictive Controlled Interior PMSM Drives. IEEE Trans. Ind. Electron. 68(12): 11941-11953 (2021) - [j10]Chenwei Ma, Huayu Li, Xuliang Yao, Zhenbin Zhang, Frederik De Belie:
An Improved Model-Free Predictive Current Control With Advanced Current Gradient Updating Mechanism. IEEE Trans. Ind. Electron. 68(12): 11968-11979 (2021) - [j9]Yong Ge, Zijun Yao, Huayu Li:
Computing Co-Location Patterns in Spatial Data with Extended Objects: A Scalable Buffer-Based Approach. IEEE Trans. Knowl. Data Eng. 33(2): 401-414 (2021) - [j8]Yong Ge, Huayu Li, Alexander Tuzhilin:
Route Recommendations for Intelligent Transportation Services. IEEE Trans. Knowl. Data Eng. 33(3): 1169-1182 (2021) - [c27]Xiwen Chen, Huayu Li, Junsuo Qu, Abolfazl Razi:
Boosting Belief Propagation for LDPC Codes with Deep Convolutional Neural Network Predictors. CCNC 2021: 1-6 - [c26]Huayu Li, Haiyu Wu, Xiwen Chen, Hao Wang, Abolfazl Razi:
Towards Boosting Channel Attention for Real Image Denoising: Sub-band Pyramid Attention. ICIG (3) 2021: 303-314 - [c25]Huayu Li, Jianhua Wan, Shanwei Liu, Jixiang Zhao:
Drought Monitoring Method based on Multiscale Remote Sensing Data Fusion. IGARSS 2021: 8616-8619 - [i6]Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao:
High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models. CoRR abs/2104.05158 (2021) - 2020
- [j7]Huayu Li, Xiwen Chen, Zaoyi Chi, Christopher Mann, Abolfazl Razi:
Deep DIH: Single-Shot Digital In-Line Holography Reconstruction by Deep Learning. IEEE Access 8: 202648-202659 (2020) - [j6]Kai Cui, Cheng Hu, Rui Wang, Yi Sui, Huafeng Mao, Huayu Li:
Deep-learning-based extraction of the animal migration patterns from weather radar images. Sci. China Inf. Sci. 63(4) (2020) - [c24]Haiyu Wu, Huayu Li, Alireza Shamsoshoara, Abolfazl Razi, Fatemeh Afghah:
Transfer Learning for Wildfire Identification in UAV Imagery. CISS 2020: 1-6 - [c23]Huayu Li, Shuyu Miao, Rui Feng:
DG-FPN: Learning Dynamic Feature Fusion Based on Graph Convolution Network For Object Detection. ICME 2020: 1-6 - [i5]Huayu Li, Xiwen Chen, Haiyu Wu, Zaoyi Chi, Christopher Mann, Abolfazl Razi:
Deep DIH : Statistically Inferred Reconstruction of Digital In-Line Holography by Deep Learning. CoRR abs/2004.12231 (2020) - [i4]Huayu Li, Haiyu Wu, Xiwen Chen, Hanning Zhang, Abolfazl Razi:
Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention. CoRR abs/2012.12481 (2020)
2010 – 2019
- 2019
- [j5]Tao Zhou, Huayu Li, Yang Wang, Liu Liu, Cheng Tao:
Channel Modeling for Future High-Speed Railway Communication Systems: A Survey. IEEE Access 7: 52818-52826 (2019) - [j4]Tao Zhou, Huayu Li, Rongchen Sun, Yang Wang, Liu Liu, Cheng Tao:
Simulation and Analysis of Propagation Characteristics for Tunnel Train-Ground Communications at 1.4 and 40 GHz. IEEE Access 7: 105123-105131 (2019) - [c22]Huayu Li, Abolfazl Razi:
MEDA: Multi-output Encoder-Decoder for Spatial Attention in Convolutional Neural Networks. ACSSC 2019: 2087-2091 - [c21]Lei Xiong, Huayu Li, Zhengyu Zhang, Bo Ai, Pei Tang:
Wireless Channel Pattern Recognition Using k-Nearest Neighbor Algorithm for High-Speed Railway. ChinaCom (1) 2019: 579-588 - [c20]Xuan Cai, Huayu Li, Li Wang:
Cascade Evolving Network for Vehicle Detection of Highway. ICMLT 2019: 93-100 - [c19]Chenwei Ma, Xuliang Yao, Huayu Li, Frederik De Belie:
Reference Voltage Vector Based Model Predictive Torque Control with RMS Solution for PMSM. ISIE 2019: 384-389 - [i3]Huayu Li:
Channel Locality Block: A Variant of Squeeze-and-Excitation. CoRR abs/1901.01493 (2019) - 2018
- [j3]Huan Liu, Yong Ge, Qinghua Zheng, Rongcheng Lin, Huayu Li:
Detecting global and local topics via mining twitter data. Neurocomputing 273: 120-132 (2018) - [i2]Huayu Li:
Cognitive Consistency Routing Algorithm of Capsule-network. CoRR abs/1808.09062 (2018) - 2017
- [c18]Huayu Li, Yong Ge, Defu Lian, Hao Liu:
Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach. IJCAI 2017: 2117-2123 - [c17]Hongke Zhao, Hefu Zhang, Yong Ge, Qi Liu, Enhong Chen, Huayu Li, Le Wu:
Tracking the Dynamics in Crowdfunding. KDD 2017: 625-634 - [c16]Huayu Li, Yong Ge, Hengshu Zhu, Hui Xiong, Hongke Zhao:
Prospecting the Career Development of Talents: A Survival Analysis Perspective. KDD 2017: 917-925 - [c15]Huayu Li, Martin Renqiang Min, Yong Ge, Asim Kadav:
A Context-aware Attention Network for Interactive Question Answering. KDD 2017: 927-935 - 2016
- [c14]Huayu Li, Richang Hong, Defu Lian, Zhiang Wu, Meng Wang, Yong Ge:
A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback. IJCAI 2016: 1683-1689 - [c13]Yinfeng Zhang, Ziling Nie, Junjie Zhu, Huayu Li:
μ-analysis and synthesis method for single-phase medium frequency power supply. ISIE 2016: 540-545 - [c12]Huayu Li, Yong Ge, Richang Hong, Hengshu Zhu:
Point-of-Interest Recommendations: Learning Potential Check-ins from Friends. KDD 2016: 975-984 - [c11]Huayu Li, Richang Hong, Zhiang Wu, Yong Ge:
A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest Recommendation. SDM 2016: 117-125 - [i1]Huayu Li, Martin Renqiang Min, Yong Ge, Asim Kadav:
A Context-aware Attention Network for Interactive Question Answering. CoRR abs/1612.07411 (2016) - 2015
- [j2]An Gong, Qian Lv, Changjun Hu, Zhong-Jian Kang, Huayu Li:
基于混沌万有引力搜索算法的SVM参数优化及应用 (Parameter Optimization and Application of SVM Based on Chaos Gravitational Search Algorithm). 计算机科学 42(4): 240-243 (2015) - [c10]Huayu Li, Richang Hong, Shiai Zhu, Yong Ge:
Point-of-Interest Recommender Systems: A Separate-Space Perspective. ICDM 2015: 231-240 - [c9]Huayu Li, Rongcheng Lin, Richang Hong, Yong Ge:
Generative Models for Mining Latent Aspects and Their Ratings from Short Reviews. ICDM 2015: 241-250 - [c8]Rongcheng Lin, Huayu Li, Xiaojun Quan, Richang Hong, Zhiang Wu, Yong Ge:
Regularizing Flat Latent Variables with Hierarchical Structures. IJCAI 2015: 3671-3677 - [c7]Huayu Li, Hengshu Zhu, Yong Ge, Yanjie Fu, Yuan Ge:
Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization. SDM 2015: 352-360 - 2011
- [c6]Huayu Li, Chunping Ouyang:
A Method of Building Virtual Datacenter Based on Semantic Views. ICEBE 2011: 31-35 - [c5]Huayu Li, Jiuyun Xu:
A Method of Building Domain Knowledge Base from XML Based on Semantic Views. SKG 2011: 207-210 - 2010
- [c4]Yu Weng, Changjun Hu, Xiaoming Zhang, Huayu Li:
Alert Monitoring Cloud: Psychological Health Analysis of Web Text in Cloud. ChinaGrid 2010: 152-159
2000 – 2009
- 2009
- [j1]Xiaoming Zhang, Changjun Hu, Huayu Li:
Semantic Query on Materials Data Based on Mapping MatML to an OWL Ontology. Data Sci. J. 8: 1-17 (2009) - 2008
- [c3]Changjun Hu, Feng Jiao, Chongchong Zhao, Huayu Li:
A Service-Oriented Modeling Technique for Domain-Specific Software. APSCC 2008: 1026-1031 - [c2]Changjun Hu, Huayu Li, Xiaoming Zhang:
A Framework of Web Services Description and Discovery Based on OWL-S and Domain Ontology. APSCC 2008: 1109-1113 - [c1]Changjun Hu, Huayu Li, Xiaoming Zhang, Chongchong Zhao:
Research and Implementation of Domain-Specific Ontology Building from Relational Database. ChinaGrid 2008: 289-293
Coauthor Index
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