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Haoyi Xiong
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Interpretable deep learning: Interpretation, interpretability, trustworthiness, and beyond
X Li, H Xiong, X Li, X Wu, X Zhang, J Liu, J Bian, D Dou
Knowledge and Information Systems, 1-38, 2022
3622022
CrowdRecruiter: selecting participants for piggyback crowdsensing under probabilistic coverage constraint
H Xiong, D Zhang, L Wang, G Chen
UbiComp'14, 703-714, 2014
3062014
From distributed machine learning to federated learning: A survey
J Liu, J Huang, Y Zhou, X Li, S Ji, H Xiong, D Dou
Knowledge and Information Systems 64 (4), 885-917, 2022
2632022
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model
J Wu, R Fu, H Fang, Y Zhang, Y Yang, H Xiong, H Liu, X Yanwu
Medical Imaging with Deep Learning (MIDL'23), 2023
2492023
4W1H in mobile crowd sensing
D Zhang, L Wang, H Xiong, B Guo
IEEE Communications Magazine 52 (8), 42-48, 2014
2212014
Using mobile sensing to test clinical models of depression, social anxiety, state affect, and social isolation among college students
PI Chow, K Fua, Y Huang, W Bonelli, H Xiong, LE Barnes, BA Teachman
Journal of medical Internet research 19 (3), e62, 2017
2042017
DELTA: DEEP LEARNING TRANSFER USING FEATURE MAP WITH ATTENTION FOR CONVOLUTIONAL NETWORKS
X Li, H Xiong, H Wang, Y Rao, L Liu, H Jun
International Conference on Learning Representations (ICLR'19), 2019
1962019
CCS-TA: Quality-guaranteed online task allocation in compressive crowdsensing
L Wang, D Zhang, A Pathak, C Chen, H Xiong, D Yang, Y Wang
UbiComp'15, 683-694, 2015
1962015
iCrowd: Near-optimal task allocation for piggyback crowdsensing
H Xiong, D Zhang, G Chen, L Wang, V Gauthier, LE Barnes
IEEE Transactions on Mobile Computing 15 (8), 2010-2022, 2016
1932016
Structure-aware interactive graph neural networks for the prediction of protein-ligand binding affinity
S Li, J Zhou, T Xu, L Huang, F Wang, H Xiong, W Huang, D Dou, H Xiong
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
1812021
Multi-task allocation in mobile crowd sensing with individual task quality assurance
J Wang, Y Wang, D Zhang, F Wang, H Xiong, C Chen, Q Lv, Z Qiu
IEEE Transactions on Mobile Computing 17 (9), 2101-2113, 2018
1652018
CrowdTasker: Maximizing coverage quality in piggyback crowdsensing under budget constraint
H Xiong, D Zhang, G Chen, L Wang, V Gauthier
PerCom'15, 55-62, 2015
1542015
Multi-objective Optimization based Allocation of Heterogeneous Spatial Crowdsourcing Tasks
L Wang, Z Yu, Q Han, B Guo, H Xiong
IEEE Transactions on Mobile Computing, 2018
1412018
EMC3: Energy-efficient data transfer in mobile crowdsensing under full coverage constraint
H Xiong, D Zhang, L Wang, H Chaouchi
IEEE Transactions on Mobile Computing 14 (7), 1355-1368, 2015
1402015
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators
Y Yin, Q Wang, S Huang, H Xiong, X Zhang
The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI'22), 2022
1382022
Sensus: a cross-platform, general-purpose system for mobile crowdsensing in human-subject studies
H Xiong, Y Huang, LE Barnes, MS Gerber
UbiComp'16, 415-426, 2016
1342016
effSense: A novel mobile crowd-sensing framework for energy-efficient and cost-effective data uploading
L Wang, D Zhang, Z Yan, H Xiong, B Xie
IEEE Transactions on Systems, Man, and Cybernetics: Systems 45 (12), 1549-1563, 2015
1222015
On the Noisy Gradient Descent that Generalizes as SGD
J Wu, W Hu, H Xiong, J Huan, V Braverman, Z Zhu
International Conference on Machine Learning (ICML’20), 2020
1172020
A comparative survey of deep active learning
X Zhan, Q Wang, K Huang, H Xiong, D Dou, AB Chan
arXiv preprint arXiv:2203.13450, 2022
1102022
Assessing social anxiety using gps trajectories and point-of-interest data
Y Huang, H Xiong, K Leach, Y Zhang, P Chow, K Fua, BA Teachman, ...
UbiComp'16, 898-903, 2016
1072016
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Articles 1–20