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2020 – today
- 2022
[j44]Sijia Yang, Haoyi Xiong, Yunchao Zhang, Yi Ling, Licheng Wang, Kaibo Xu, Zeyi Sun
:
OGM: Online gaussian graphical models on the fly. Appl. Intell. 52(3): 3103-3117 (2022)- [j43]Qingzhong Wang, Pengfei Zhang, Haoyi Xiong, Jian Zhao:
Face.evoLVe: A cross-platform library for high-performance face analytics. Neurocomputing 494: 443-445 (2022) - [j42]Jiang Bian, Abdullah Al Arafat, Haoyi Xiong, Jing Li, Li Li, Hongyang Chen, Jun Wang, Dejing Dou, Zhishan Guo:
Machine Learning in Real-Time Internet of Things (IoT) Systems: A Survey. IEEE Internet Things J. 9(11): 8364-8386 (2022) - [j41]Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou:
From distributed machine learning to federated learning: a survey. Knowl. Inf. Syst. 64(4): 885-917 (2022) - [j40]Haoran Liu, Haoyi Xiong, Yaqing Wang, Haozhe An, Dejing Dou, Dongrui Wu:
Exploring the common principal subspace of deep features in neural networks. Mach. Learn. 111(3): 1125-1157 (2022) - [j39]Sudharsan Vaidhun, Zhishan Guo, Jiang Bian, Haoyi Xiong, Sajal K. Das:
Dynamic Path Planning for Unmanned Aerial Vehicles Under Deadline and Sector Capacity Constraints. IEEE Trans. Emerg. Top. Comput. Intell. 6(4): 839-851 (2022) - [j38]Xingjian Li, Haoyi Xiong, Zeyu Chen, Jun Huan, Ji Liu, Cheng-Zhong Xu, Dejing Dou:
Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks. ACM Trans. Knowl. Discov. Data 16(3): 42:1-42:20 (2022) - [c51]Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang:
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators. AAAI 2022: 8892-8900 - [c50]Siyu Huang, Haoyi Xiong, Tianyang Wang, Bihan Wen, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou:
Parameter-Free Style Projection for Arbitrary Image Style Transfer. ICASSP 2022: 2070-2074 - [c49]En Wang, Mijia Zhang, Yuanbo Xu, Haoyi Xiong, Yongjian Yang:
Spatiotemporal Fracture Data Inference in Sparse Urban CrowdSensing. INFOCOM 2022: 1499-1508 - [c48]Yaqing Wang, Xin Tian, Haoyi Xiong, Yueyang Li, Zeyu Chen, Sheng Guo, Dejing Dou:
RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning. NAACL-HLT (Findings) 2022: 1078-1084 - [c47]Lutao Chu, Yi Liu, Zewu Wu, Shiyu Tang, Guowei Chen, Yuying Hao, Juncai Peng, Zhiliang Yu, Zeyu Chen, Baohua Lai, Haoyi Xiong:
PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset. WACV (Workshops) 2022: 202-209 - [i50]Xueying Zhan, Qingzhong Wang, Kuan-Hao Huang, Haoyi Xiong, Dejing Dou, Antoni B. Chan:
A Comparative Survey of Deep Active Learning. CoRR abs/2203.13450 (2022) - [i49]Liang Shen, Zhihua Wu, Weibao Gong, Hongxiang Hao, Yangfan Bai, HuaChao Wu, Xinxuan Wu, Haoyi Xiong, Dianhai Yu, Yanjun Ma:
SE-MoE: A Scalable and Efficient Mixture-of-Experts Distributed Training and Inference System. CoRR abs/2205.10034 (2022) - [i48]Qingzhong Wang, Haifang Li, Haoyi Xiong, Wen Wang, Jiang Bian, Yu Lu, Shuaiqiang Wang, Zhicong Cheng, Jingbo Zhou, Dawei Yin, Dejing Dou:
Practical Strategies of Active Learning to Rank for Web Search. CoRR abs/2205.10137 (2022) - [i47]Fei Wu, Qingzhong Wang, Jian Bian, Haoyi Xiong, Ning Ding, Feixiang Lu, Jun Cheng, Dejing Dou:
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications. CoRR abs/2206.01038 (2022) - [i46]Xueying Zhan, Ze-yu Dai, Qingzhong Wang, Qing Li, Haoyi Xiong, Dejing Dou, Antoni B. Chan:
Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios. CoRR abs/2207.01190 (2022) - [i45]Xuhong Li, Haoyi Xiong, Yi Liu, Dingfu Zhou, Zeyu Chen, Yaqing Wang, Dejing Dou:
Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models. CoRR abs/2207.03335 (2022) - [i44]Jiang Bian, Qingzhong Wang, Haoyi Xiong, Jun Huang, Chen Liu, Xuhong Li, Jun Cheng, Jun Zhao, Feixiang Lu, Dejing Dou:
P2A: A Dataset and Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos. CoRR abs/2207.12730 (2022) - 2021
- [j37]Sijia Yang, Haoyi Xiong, Kaibo Xu, Licheng Wang, Jiang Bian, Zeyi Sun:
Improving covariance-regularized discriminant analysis for EHR-based predictive analytics of diseases. Appl. Intell. 51(1): 377-395 (2021) - [j36]Kafeng Wang, Haoyi Xiong, Jie Zhang, Hongyang Chen, Dejing Dou, Cheng-Zhong Xu:
SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing. IEEE Internet Things J. 8(22): 16666-16679 (2021) - [j35]Sijia Yang, Haoyi Xiong, Di Hu, Kaibo Xu, Licheng Wang, Peizhen Zhu, Zeyi Sun:
Generalising combinatorial discriminant analysis through conditioning truncated Rayleigh flow. Knowl. Inf. Syst. 63(8): 2189-2208 (2021) - [j34]Junjie Shi, Jiang Bian, Jakob Richter, Kuan-Hsun Chen, Jörg Rahnenführer, Haoyi Xiong, Jian-Jia Chen:
MODES: model-based optimization on distributed embedded systems. Mach. Learn. 110(6): 1527-1547 (2021) - [j33]Haiyan Jiang, Haoyi Xiong, Dongrui Wu, Ji Liu, Dejing Dou:
AgFlow: fast model selection of penalized PCA via implicit regularization effects of gradient flow. Mach. Learn. 110(8): 2131-2150 (2021) - [j32]Yunchao Zhang, Zeyi Sun, Ruwen Qin, Haoyi Xiong:
Idle Duration Prediction for Manufacturing System Using a Gaussian Mixture Model Integrated Neural Network for Energy Efficiency Improvement. IEEE Trans Autom. Sci. Eng. 18(1): 47-55 (2021) - [j31]Jiang Bian, Sijia Yang, Haoyi Xiong, Licheng Wang, Yanjie Fu, Zeyi Sun, Zhishan Guo, Jun Wang:
CRLEDD: Regularized Causalities Learning for Early Detection of Diseases Using Electronic Health Record (EHR) Data. IEEE Trans. Emerg. Top. Comput. Intell. 5(4): 541-553 (2021) - [j30]Xingjian Li, Haoyi Xiong, Zeyu Chen, Jun Huan, Cheng-Zhong Xu, Dejing Dou:
"In-Network Ensemble": Deep Ensemble Learning with Diversified Knowledge Distillation. ACM Trans. Intell. Syst. Technol. 12(5): 63:1-63:19 (2021) - [j29]Kafeng Wang, Haoyi Xiong, Jiang Bian, Zhanxing Zhu, Qian Gao, Zhishan Guo, Cheng-Zhong Xu, Jun Huan, Dejing Dou:
Sampling Sparse Representations with Randomized Measurement Langevin Dynamics. ACM Trans. Knowl. Discov. Data 15(2): 21:1-21:21 (2021) - [j28]Baoxin Zhao, Haoyi Xiong, Jiang Bian, Zhishan Guo, Cheng-Zhong Xu, Dejing Dou:
COMO: Efficient Deep Neural Networks Expansion With COnvolutional MaxOut. IEEE Trans. Multim. 23: 1722-1730 (2021) - [c46]Congxi Xiao, Jingbo Zhou, Jizhou Huang, An Zhuo, Ji Liu, Haoyi Xiong, Dejing Dou:
C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak. AAAI 2021: 4892-4900 - [c45]Chao Zhang, Jingbo Zhou, Xiaoling Zang, Qing Xu, Liang Yin, Xiang He, Lin Liu, Haoyi Xiong, Dejing Dou:
CHASE: Commonsense-Enriched Advertising on Search Engine with Explicit Knowledge. CIKM 2021: 4352-4361 - [c44]Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou:
Semi-Supervised Active Learning with Temporal Output Discrepancy. ICCV 2021: 3427-3436 - [c43]Ji Liu, Haoyi Xiong, Xiakai Wang, Jizhou Huang, Qiaojun Li, Tongtong Huang, Siyu Huang, Haifeng Wang, Dejing Dou:
An Investigation of Containment Measure Implementation and Public Responses to the COVID-19 Pandemic in Mainland China. ICDH 2021: 234-243 - [c42]Xiao Zhang, Haoyi Xiong, Dongrui Wu:
Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs. IJCAI 2021: 3392-3398 - [c41]Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong:
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. KDD 2021: 975-985 - [c40]Hao Liu, Qian Gao, Jiang Li, Xiaochao Liao, Hao Xiong, Guangxing Chen, Wenlin Wang, Guobao Yang, Zhiwei Zha, Daxiang Dong, Dejing Dou, Haoyi Xiong:
JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu. KDD 2021: 3289-3298 - [i43]Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Xiao Zhang, Ji Liu, Jiang Bian, Dejing Dou:
Interpretable Deep Learning: Interpretations, Interpretability, Trustworthiness, and Beyond. CoRR abs/2103.10689 (2021) - [i42]Xingjian Li, Haoyi Xiong, Chengzhong Xu, Dejing Dou:
SMILE: Self-Distilled MIxup for Efficient Transfer LEarning. CoRR abs/2103.13941 (2021) - [i41]Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou:
From Distributed Machine Learning to Federated Learning: A Survey. CoRR abs/2104.14362 (2021) - [i40]Hao Liu, Qian Gao, Jiang Li, Xiaochao Liao, Hao Xiong, Guangxing Chen, Wenlin Wang, Guobao Yang, Zhiwei Zha, Daxiang Dong, Dejing Dou, Haoyi Xiong:
JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu. CoRR abs/2106.01674 (2021) - [i39]Xiao Zhang, Dongrui Wu, Haoyi Xiong, Bo Dai:
Optimization Variance: Exploring Generalization Properties of DNNs. CoRR abs/2106.01714 (2021) - [i38]Xuanyu Wu, Xuhong Li, Haoyi Xiong, Xiao Zhang, Siyu Huang, Dejing Dou:
Practical Assessment of Generalization Performance Robustness for Deep Networks via Contrastive Examples. CoRR abs/2106.10653 (2021) - [i37]Haiyan Jiang, Shuyu Li, Luwei Zhang, Haoyi Xiong, Dejing Dou:
Robust Matrix Factorization with Grouping Effect. CoRR abs/2106.13681 (2021) - [i36]Zhiyuan Wang, Haoyi Xiong, Jie Zhang, Sijia Yang, Mehdi Boukhechba, Laura E. Barnes, Daqing Zhang:
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques. CoRR abs/2107.00948 (2021) - [i35]Qingzhong Wang, Pengfei Zhang, Haoyi Xiong, Jian Zhao:
Face.evoLVe: A High-Performance Face Recognition Library. CoRR abs/2107.08621 (2021) - [i34]Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong:
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. CoRR abs/2107.10670 (2021) - [i33]Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou:
Semi-Supervised Active Learning with Temporal Output Discrepancy. CoRR abs/2107.14153 (2021) - [i32]Xuhong Li, Haoyi Xiong, Siyu Huang, Shilei Ji, Dejing Dou:
Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study. CoRR abs/2109.00707 (2021) - [i31]Fan Wang, Hao Tian, Haoyi Xiong, Hua Wu, Yang Cao, Yu Kang, Haifeng Wang:
Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks For Task Generalization. CoRR abs/2109.03554 (2021) - [i30]Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang:
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators. CoRR abs/2109.10259 (2021) - [i29]Haoran Liu, Haoyi Xiong, Yaqing Wang, Haozhe An, Dongrui Wu, Dejing Dou:
Exploring the Common Principal Subspace of Deep Features in Neural Networks. CoRR abs/2110.02863 (2021) - [i28]Haiyan Jiang, Haoyi Xiong, Dongrui Wu, Ji Liu, Dejing Dou:
AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow. CoRR abs/2110.03273 (2021) - [i27]Kafeng Wang, Haoyi Xiong, Jie Zhang, Hongyang Chen, Dejing Dou, Cheng-Zhong Xu:
SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing. CoRR abs/2110.12377 (2021) - [i26]Lutao Chu, Yi Liu, Zewu Wu, Shiyu Tang, Guowei Chen, Yuying Hao, Juncai Peng, Zhiliang Yu, Zeyu Chen, Baohua Lai, Haoyi Xiong:
PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset. CoRR abs/2112.07146 (2021) - [i25]Ji Liu, Lei Mo, Sijia Yang, Jingbo Zhou, Shilei Ji, Haoyi Xiong, Dejing Dou:
Data Placement for Multi-Tenant Data Federation on the Cloud. CoRR abs/2112.07980 (2021) - 2020
- [j27]Yongliang Yang, Zhijie Liu, Haoyi Xiong, Yixin Yin:
Adaptive singularity-free controller design of constrained nonlinear systems with prescribed performance. Neurocomputing 417: 212-223 (2020) - [j26]Yongliang Yang, Dawei Ding, Haoyi Xiong, Yixin Yin, Donald C. Wunsch:
Online barrier-actor-critic learning for H∞ control with full-state constraints and input saturation. J. Frankl. Inst. 357(6): 3316-3344 (2020) - [j25]Jiang Bian, Haoyi Xiong, Yanjie Fu, Jun Huan, Zhishan Guo:
MP2SDA: Multi-Party Parallelized Sparse Discriminant Learning. ACM Trans. Knowl. Discov. Data 14(3): 26:1-26:22 (2020) - [c39]Jie An, Haoyi Xiong, Jun Huan, Jiebo Luo:
Ultrafast Photorealistic Style Transfer via Neural Architecture Search. AAAI 2020: 10443-10450 - [c38]Qi Kang, Ji Liu, Sijia Yang, Haoyi Xiong, Haozhe An, Xingjian Li, Zhi Feng, Licheng Wang, Dejing Dou:
Quasi-optimal Data Placement for Secure Multi-tenant Data Federation on the Cloud. IEEE BigData 2020: 1954-1963 - [c37]Ji Liu, Xiakai Wang, Haoyi Xiong, Jizhou Huang, Siyu Huang, Haozhe An, Dejing Dou, Haifeng Wang:
An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China. IEEE BigData 2020: 3204-3211 - [c36]Qingzhong Wang, Jiuniu Wang, Antoni B. Chan, Siyu Huang, Haoyi Xiong, Xingjian Li, Dejing Dou:
Neighbours Matter: Image Captioning with Similar Images. BMVC 2020 - [c35]Sudharsan Vaidhun, Zhishan Guo, Jiang Bian, Haoyi Xiong, Sajal K. Das:
Priority-based Multi-Flight Path Planning with Uncertain Sector Capacities. ICACI 2020: 529-535 - [c34]Xingjian Li, Haoyi Xiong, Haozhe An, Cheng-Zhong Xu, Dejing Dou:
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr. ICML 2020: 6010-6019 - [c33]Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Vladimir Braverman, Zhanxing Zhu:
On the Noisy Gradient Descent that Generalizes as SGD. ICML 2020: 10367-10376 - [c32]Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou:
Generating Person Images with Appearance-aware Pose Stylizer. IJCAI 2020: 623-629 - [i24]Di Hu, Zheng Wang, Haoyi Xiong, Dong Wang, Feiping Nie, Dejing Dou:
Curriculum Audiovisual Learning. CoRR abs/2001.09414 (2020) - [i23]Siyu Huang, Haoyi Xiong, Tianyang Wang, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou:
Parameter-Free Style Projection for Arbitrary Style Transfer. CoRR abs/2003.07694 (2020) - [i22]Xingjian Li, Haoyi Xiong, Haozhe An, Dejing Dou, Chengzhong Xu:
COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization. CoRR abs/2004.12443 (2020) - [i21]Xingjian Li, Haoyi Xiong, Haozhe An, Chengzhong Xu, Dejing Dou:
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr. CoRR abs/2007.03349 (2020) - [i20]Ji Liu, Xiakai Wang, Haoyi Xiong, Jizhou Huang, Siyu Huang, Haozhe An, Dejing Dou, Haifeng Wang:
An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China. CoRR abs/2007.08254 (2020) - [i19]Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou:
Generating Person Images with Appearance-aware Pose Stylizer. CoRR abs/2007.09077 (2020) - [i18]Xingjian Li, Haoyi Xiong, Haozhe An, Chengzhong Xu, Dejing Dou:
XMixup: Efficient Transfer Learning with Auxiliary Samples by Cross-domain Mixup. CoRR abs/2007.10252 (2020) - [i17]Xingjian Li, Di Hu, Xuhong Li, Haoyi Xiong, Zhi Ye, Zhipeng Wang, Chengzhong Xu, Dejing Dou:
Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement. CoRR abs/2010.08532 (2020) - [i16]Jingbo Zhou, Shuangli Li, Liang Huang, Haoyi Xiong, Fan Wang, Tong Xu, Hui Xiong, Dejing Dou:
Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction. CoRR abs/2012.09624 (2020) - [i15]Congxi Xiao, Jingbo Zhou, Jizhou Huang, An Zhuo, Ji Liu, Haoyi Xiong, Dejing Dou:
C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak. CoRR abs/2012.12169 (2020)
2010 – 2019
- 2019
- [j24]Sijia Yang, Jiang Bian, Licheng Wang, Haojin Zhu, Yanjie Fu, Haoyi Xiong:
EdgeSense: Edge-Mediated Spatial- Temporal Crowdsensing. IEEE Access 7: 1495122-95131 (2019) - [j23]Md Monirul Islam, Xiao Zhong, Zeyi Sun, Haoyi Xiong, Wenqing Hu:
Real-time frequency regulation using aggregated electric vehicles in smart grid. Comput. Ind. Eng. 134: 11-26 (2019) - [j22]Haoyi Xiong, Wei Cheng, Jiang Bian, Wenqing Hu, Zeyi Sun, Zhishan Guo:
$\mathcal{DBSDA}$ : Lowering the Bound of Misclassification Rate for Sparse Linear Discriminant Analysis via Model Debiasing. IEEE Trans. Neural Networks Learn. Syst. 30(3): 707-717 (2019) - [j21]Yongliang Yang, Zhishan Guo, Haoyi Xiong, Da-Wei Ding, Yixin Yin, Donald C. Wunsch:
Data-Driven Robust Control of Discrete-Time Uncertain Linear Systems via Off-Policy Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 30(12): 3735-3747 (2019) - [c31]Haoyi Xiong, Kafeng Wang, Jiang Bian, Zhanxing Zhu, Cheng-Zhong Xu, Zhishan Guo, Jun Huan:
SpHMC: Spectral Hamiltonian Monte Carlo. AAAI 2019: 5516-5524 - [c30]Zhi Feng, Jun Huan, Haoyi Xiong, Chuanyuan Song, Sijia Yang, Baoxin Zhao, Licheng Wang, Zeyu Chen, Shengwen Yang, Liping Liu:
SecureGBM: Secure Multi-Party Gradient Boosting. IEEE BigData 2019: 1312-1321 - [c29]Zhengcong Yin, Haoyi Xiong, Xun Zhou, Daniel W. Goldberg, Dave Bennett, Chong Zhang:
A Deep Learning based Illegal Parking Detection Platform. GeoAI@SIGSPATIAL 2019: 32-35 - [c28]Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan:
Towards Making Deep Transfer Learning Never Hurt. ICDM 2019: 578-587 - [c27]Xingjian Li, Haoyi Xiong, Hanchao Wang, Yuxuan Rao, Liping Liu, Jun Huan:
Delta: Deep Learning Transfer using Feature Map with Attention for Convolutional Networks. ICLR (Poster) 2019 - [c26]Ruosi Wan, Mingjun Zhong, Haoyi Xiong, Zhanxing Zhu:
Neural Control Variates for Monte Carlo Variance Reduction. ECML/PKDD (2) 2019: 533-547 - [c25]Li Li, Haoyi Xiong, Zhishan Guo, Jun Wang, Cheng-Zhong Xu:
SmartPC: Hierarchical Pace Control in Real-Time Federated Learning System. RTSS 2019: 406-418 - [c24]Feng Wang, Yasha Wang, Jiangtao Wang, Haoyi Xiong, Junfeng Zhao, Daqing Zhang:
Assessing Mental Stress Based on Smartphone Sensing Data: An Empirical Study. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1031-1038 - [i14]Wenqing Hu, Zhanxing Zhu, Haoyi Xiong, Jun Huan:
Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent. CoRR abs/1901.06054 (2019) - [i13]Xingjian Li, Haoyi Xiong, Hanchao Wang, Yuxuan Rao, Liping Liu, Jun Huan:
DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks. CoRR abs/1901.09229 (2019) - [i12]Jie An, Haoyi Xiong, Jinwen Ma, Jiebo Luo, Jun Huan:
StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks. CoRR abs/1906.02470 (2019) - [i11]Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Zhanxing Zhu:
The Multiplicative Noise in Stochastic Gradient Descent: Data-Dependent Regularization, Continuous and Discrete Approximation. CoRR abs/1906.07405 (2019) - [i10]Jie An, Haoyi Xiong, Jiebo Luo, Jun Huan, Jinwen Ma:
Fast Universal Style Transfer for Artistic and Photorealistic Rendering. CoRR abs/1907.03118 (2019) - [i9]Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan:
Towards Making Deep Transfer Learning Never Hurt. CoRR abs/1911.07489 (2019) - [i8]Zhi Feng, Haoyi Xiong, Chuanyuan Song, Sijia Yang, Baoxin Zhao, Licheng Wang, Zeyu Chen, Shengwen Yang, Liping Liu, Jun Huan:
SecureGBM: Secure Multi-Party Gradient Boosting. CoRR abs/1911.11997 (2019) - [i7]Jie An, Haoyi Xiong, Jun Huan, Jiebo Luo:
Ultrafast Photorealistic Style Transfer via Neural Architecture Search. CoRR abs/1912.02398 (2019) - 2018
- [j20]Md Monirul Islam, Xiao Zhong, Haoyi Xiong, Zeyi Sun:
Optimal scheduling of manufacturing and onsite generation systems in over-generation mitigation oriented electricity demand response program. Comput. Ind. Eng. 115: 381-388 (2018) - [j19]Ashikahmed Bhuiyan, Zhishan Guo, Abusayeed Saifullah, Nan Guan, Haoyi Xiong:
Energy-Efficient Real-Time Scheduling of DAG Tasks. ACM Trans. Embed. Comput. Syst. 17(5): 84:1-84:25 (2018) - [j18]Leye Wang, Daqing Zhang, Dingqi Yang, Animesh Pathak, Chao Chen, Xiao Han, Haoyi Xiong, Yasha Wang:
SPACE-TA: Cost-Effective Task Allocation Exploiting Intradata and Interdata Correlations in Sparse Crowdsensing. ACM Trans. Intell. Syst. Technol. 9(2): 20:1-20:28 (2018) - [j17]Liang Wang, Zhiwen Yu, Qi Han, Bin Guo, Haoyi Xiong:
Multi-Objective Optimization Based Allocation of Heterogeneous Spatial Crowdsourcing Tasks. IEEE Trans. Mob. Comput. 17(7): 1637-1650 (2018) - [j16]Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang, Haoyi Xiong, Chao Chen, Qin Lv, Zhaopeng Qiu:
Multi-Task Allocation in Mobile Crowd Sensing with Individual Task Quality Assurance. IEEE Trans. Mob. Comput. 17(9): 2101-2113 (2018) - [j15]Weiping Zhu, Wenzhong Guo, Zhiyong Yu, Haoyi Xiong:
Multitask Allocation to Heterogeneous Participants in Mobile Crowd Sensing. Wirel. Commun. Mob. Comput. 2018: 7218061:1-7218061:10 (2018) - [c23]Ying Mao, Victoria Green, Jiayin Wang, Haoyi Xiong, Zhishan Guo:
DRESS: Dynamic RESource-Reservation Scheme for Congested Data-Intensive Computing Platforms. IEEE CLOUD 2018: 694-701 - [c22]Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das:
CSWA: Aggregation-Free Spatial-Temporal Community Sensing. AAAI 2018: 2087-2094 - [c21]Haoyi Xiong, Amin Vahedian, Xun Zhou, Yanhua Li, Jun Luo:
Predicting Traffic Congestion Propagation Patterns: A Propagation Graph Approach. IWCTS@SIGSPATIAL 2018: 60-69 - [c20]Xin Xu, Yanjie Fu, Haoyi Xiong, Bo Jin, Xiaolin Li, Shuli Hu, Minghao Yin:
Dr. Right!: Embedding-Based Adaptively-Weighted Mixture Multi-classification Model for Finding Right Doctors with Healthcare Experience Data. ICDM 2018: 647-656 - [c19]Haoyi Xiong, Wei Cheng, Yanjie Fu, Wenqing Hu, Jiang Bian, Zhishan Guo:
De-biasing Covariance-Regularized Discriminant Analysis. IJCAI 2018: 2889-2897 - [c18]Zhishan Guo, Kecheng Yang, Sudharsan Vaidhun, Samsil Arefin, Sajal K. Das, Haoyi Xiong:
Uniprocessor Mixed-Criticality Scheduling with Graceful Degradation by Completion Rate. RTSS 2018: 373-383 - [i6]Ying Mao, Victoria Green, Jiayin Wang, Haoyi Xiong, Zhishan Guo:
DRESS: Dynamic RESource-reservation Scheme for Congested Data-intensive Computing Platforms. CoRR abs/1805.08359 (2018) - 2017
- [j14]Haoyi Xiong, Daqing Zhang, Zhishan Guo, Guanling Chen, Laura E. Barnes:
Near-Optimal Incentive Allocation for Piggyback Crowdsensing. IEEE Commun. Mag. 55(6): 120-125 (2017) - [j13]Haoyi Xiong, Jinghe Zhang, Yu Huang, Kevin Leach, Laura E. Barnes:
Daehr: A Discriminant Analysis Framework for Electronic Health Record Data and an Application to Early Detection of Mental Health Disorders. ACM Trans. Intell. Syst. Technol. 8(3): 47:1-47:21 (2017) - [j12]Leye Wang, Daqing Zhang, Haoyi Xiong, John Paul Gibson, Chao Chen, Bing Xie:
ecoSense: Minimize Participants' Total 3G Data Cost in Mobile Crowdsensing Using Opportunistic Relays. IEEE Trans. Syst. Man Cybern. Syst. 47(6): 965-978 (2017) - [c17]Jiang Bian, Laura E. Barnes, Guanling Chen, Haoyi Xiong:
Early detection of diseases using electronic health records data and covariance-regularized linear discriminant analysis. BHI 2017: 457-460 - [c16]Zhishan Guo, Ashikahmed Bhuiyan, Abusayeed Saifullah, Nan Guan, Haoyi Xiong:
Energy-Efficient Multi-Core Scheduling for Real-Time DAG Tasks. ECRTS 2017: 22:1-22:21 - [c15]Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo:
AWDA: An Adaptive Wishart Discriminant Analysis. ICDM 2017: 525-534 - [c14]Jiang Bian, Haoyi Xiong, Wei Cheng, Wenqing Hu, Zhishan Guo, Yanjie Fu:
Multi-party Sparse Discriminant Learning. ICDM 2017: 745-750 - [c13]