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Books and Theses
- 2018
[b1]Shuochao Yao:
Deep learning for the internet of things. University of Illinois Urbana-Champaign, USA, 2018
Journal Articles
- 2024
- [j21]Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher:
Taming Algorithmic Priority Inversion in Mission-Critical Perception Pipelines. Commun. ACM 67(2): 110-117 (2024) - 2023
- [j20]Shengzhong Liu
, Xinzhe Fu, Yigong Hu, Maggie B. Wigness, Philip David, Shuochao Yao, Lui Sha, Tarek F. Abdelzaher:
Generalized self-cueing real-time attention scheduling with intermittent inspection and image resizing. Real Time Syst. 59(2): 302-343 (2023) - 2022
- [j19]Huajie Shao, Zhisheng Xiao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher:
ControlVAE: Tuning, Analytical Properties, and Performance Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9285-9297 (2022) - [j18]Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Huajie Shao, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher:
Real-Time Task Scheduling for Machine Perception in Intelligent Cyber-Physical Systems. IEEE Trans. Computers 71(8): 1770-1783 (2022) - 2021
- [j17]Dachun Sun, Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher:
Computational Modeling of Hierarchically Polarized Groups by Structured Matrix Factorization. Frontiers Big Data 4: 729881 (2021) - [j16]Tianshi Wang, Shuochao Yao, Shengzhong Liu, Jinyang Li, Dongxin Liu, Huajie Shao, Ruijie Wang, Tarek F. Abdelzaher:
Audio Keyword Reconstruction from On-Device Motion Sensor Signals via Neural Frequency Unfolding. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(3): 132:1-132:29 (2021) - [j15]Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher:
Deep Compressive Offloading: Speeding Up Edge Offloading for AI Services. GetMobile Mob. Comput. Commun. 25(1): 39-42 (2021) - [j14]Huajie Shao, Dachun Sun, Shuochao Yao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher:
Truth Discovery With Multi-Modal Data in Social Sensing. IEEE Trans. Computers 70(9): 1325-1337 (2021) - 2020
- [j13]Tarek F. Abdelzaher, Jiawei Han, Yifan Hao, Andong Jing, Dongxin Liu, Shengzhong Liu, Hoang Hai Nguyen, David M. Nicol, Huajie Shao, Tianshi Wang, Shuochao Yao, Yu Zhang, Omar Malik, Stephen Dipple, James Flamino, Fred Buchanan, Sam Cohen, György Korniss, Boleslaw K. Szymanski:
Multiscale online media simulation with SocialCube. Comput. Math. Organ. Theory 26(2): 145-174 (2020) - [j12]Shengzhong Liu, Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Huajie Shao, Tarek F. Abdelzaher:
GIobalFusion: A Global Attentional Deep Learning Framework for Multisensor Information Fusion. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 19:1-19:27 (2020) - [j11]Hongfei Xue, Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shiyang Wang, Ye Yuan, Shuochao Yao, Aidong Zhang, Lu Su:
DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 34:1-34:26 (2020) - [j10]Shengzhong Liu, Shuochao Yao, Yifei Huang, Dongxin Liu, Huajie Shao, Yiran Zhao, Jinyang Li, Tianshi Wang, Ruijie Wang, Chaoqi Yang, Tarek F. Abdelzaher:
Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(3): 90:1-90:31 (2020) - [j9]Tarek F. Abdelzaher, Yifan Hao, Kasthuri Jayarajah, Archan Misra, Per Skarin, Shuochao Yao, Dulanga Weerakoon, Karl-Erik Årzén:
Five Challenges in Cloud-enabled Intelligence and Control. ACM Trans. Internet Techn. 20(1): 3:1-3:19 (2020) - 2018
- [j8]Shuochao Yao, Yiran Zhao, Aston Zhang, Shaohan Hu, Huajie Shao, Chao Zhang, Lu Su, Tarek F. Abdelzaher:
Deep Learning for the Internet of Things. Computer 51(5): 32-41 (2018) - [j7]Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Shaohan Hu, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher:
SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(3): 144:1-144:21 (2018) - [j6]Jongdeog Lee, Kelvin Marcus, Tarek F. Abdelzaher, Md. Tanvir Al Amin, Amotz Bar-Noy, William Dron, Ramesh Govindan, Reginald L. Hobbs, Shaohan Hu, Jung-Eun Kim, Lui Sha, Shuochao Yao, Yiran Zhao:
Athena: Towards Decision-Centric Anticipatory Sensor Information Delivery. J. Sens. Actuator Networks 7(1): 5 (2018) - 2017
- [j5]Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher:
VibeBin: A Vibration-Based Waste Bin Level Detection System. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 122:1-122:22 (2017) - [j4]Shuochao Yao, Yiran Zhao, Huajie Shao, Aston Zhang, Chao Zhang, Shen Li, Tarek F. Abdelzaher:
RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(4): 173:1-173:26 (2017) - [j3]Riheng Jia, Feng Yang, Shuochao Yao, Xiaohua Tian, Xinbing Wang, Wenjun Zhang, Jun Xu:
Optimal Capacity-Delay Tradeoff in MANETs With Correlation of Node Mobility. IEEE Trans. Veh. Technol. 66(2): 1772-1785 (2017) - 2016
- [j2]Yiran Zhao, Shen Li, Shaohan Hu, Hongwei Wang, Shuochao Yao, Huajie Shao, Tarek F. Abdelzaher:
An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers. Proc. VLDB Endow. 9(9): 696-707 (2016) - [j1]Kechen Zheng, Jinbei Zhang, Shuochao Yao, Weijie Wu, Xinbing Wang, Chunyi Peng:
Impacts of Social Relationships and Inhomogeneous Node Distribution on the Network Performance. IEEE Trans. Wirel. Commun. 15(8): 5467-5479 (2016)
Conference and Workshop Papers
- 2023
- [c51]Yizhuo Chen, Kaizhao Liang, Zhe Zeng, Shuochao Yao, Huajie Shao:
A Unified Knowledge Distillation Framework for Deep Directed Graphical Models. CVPR 2023: 7795-7804 - [c50]Yuyang Leng, Renyuan Liu, Hongpeng Guo, Songqing Chen, Shuochao Yao:
ScaleFlow: Efficient Deep Vision Pipeline with Closed-Loop Scale-Adaptive Inference. ACM Multimedia 2023: 1698-1706 - 2022
- [c49]Chaoqi Yang, Ruijie Wang, Shuochao Yao, Tarek F. Abdelzaher:
Semi-supervised Hypergraph Node Classification on Hypergraph Line Expansion. CIKM 2022: 2352-2361 - [c48]Jin Zhou, Na Li, Yao Liu, Shuochao Yao, Songqing Chen:
Exploring Spherical Autoencoder for Spherical Video Content Processing. ACM Multimedia 2022: 3115-3123 - [c47]Shengzhong Liu, Xinzhe Fu, Maggie B. Wigness, Philip David, Shuochao Yao, Lui Sha, Tarek F. Abdelzaher:
Self-Cueing Real-Time Attention Scheduling in Criticality-Aware Visual Machine Perception. RTAS 2022: 173-186 - [c46]Ahmet Soyyigit, Shuochao Yao, Heechul Yun:
Anytime-Lidar: Deadline-aware 3D Object Detection. RTCSA 2022: 31-40 - 2021
- [c45]Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao, Roy Ka-Wei Lee:
On Orthogonality Constraints for Transformers. ACL/IJCNLP (2) 2021: 375-382 - [c44]Dongxin Liu, Tianshi Wang, Shengzhong Liu, Ruijie Wang, Shuochao Yao, Tarek F. Abdelzaher:
Contrastive Self-Supervised Representation Learning for Sensing Signals from the Time-Frequency Perspective. ICCCN 2021: 1-10 - [c43]Jinyang Li, Runyu Ma, Vikram Sharma Mailthody, Colin Samplawski, Benjamin M. Marlin, Songqing Chen, Shuochao Yao, Tarek F. Abdelzaher:
Towards an Accurate Latency Model for Convolutional Neural Network Layers on GPUs. MILCOM 2021: 904-909 - [c42]Hongpeng Guo, Shuochao Yao, Zhe Yang, Qian Zhou, Klara Nahrstedt:
CrossRoI: cross-camera region of interest optimization for efficient real time video analytics at scale. MMSys 2021: 186-199 - [c41]Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher:
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction. SIGIR 2021: 163-172 - 2020
- [c40]Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher:
Hierarchical Overlapping Belief Estimation by Structured Matrix Factorization. ASONAM 2020: 81-88 - [c39]Huajie Shao, Shuochao Yao, Andong Jing, Shengzhong Liu, Dongxin Liu, Tianshi Wang, Jinyang Li, Chaoqi Yang, Ruijie Wang, Tarek F. Abdelzaher:
Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social Networks. ICCCN 2020: 1-11 - [c38]Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher:
ControlVAE: Controllable Variational Autoencoder. ICML 2020: 8655-8664 - [c37]Mengyuan Chao, Radu Stoleru, Liuyi Jin, Shuochao Yao, Maxwell Maurice, Roger Blalock:
AMVP: Adaptive CNN-based Multitask Video Processing on Mobile Stream Processing Platforms. SEC 2020: 96-109 - [c36]Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher:
Scheduling Real-time Deep Learning Services as Imprecise Computations. RTCSA 2020: 1-10 - [c35]Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher:
On Removing Algorithmic Priority Inversion from Mission-critical Machine Inference Pipelines. RTSS 2020: 319-332 - [c34]Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher:
Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency. SenSys 2020: 476-488 - [c33]Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher:
paper2repo: GitHub Repository Recommendation for Academic Papers. WWW 2020: 629-639 - 2019
- [c32]Huajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher:
Unsupervised Fact-finding with Multi-modal Data in Social Sensing. FUSION 2019: 1-8 - [c31]Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu:
GreenRoute: A Generalizable Fuel-Saving Vehicular Navigation Service. ICAC 2019: 1-10 - [c30]Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu, Tarek F. Abdelzaher:
Simulation Evaluation of Fuel-Saving Systems in the City of Chicago. ICCCN 2019: 1-9 - [c29]Shengzhong Liu, Shuochao Yao, Dongxin Liu, Huajie Shao, Yiran Zhao, Xinzhe Fu, Tarek F. Abdelzaher:
A Latent Hawkes Process Model for Event Clustering and Temporal Dynamics Learning with Applications in GitHub. ICDCS 2019: 1275-1285 - [c28]Shuochao Yao, Kasthuri Jayarajah, Archan Misra, Tarek F. Abdelzaher, Yifan Hao, Yiran Zhao, Ailing Piao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Shaohan Hu, Dulanga Weerakoon:
Eugene: Towards Deep Intelligence as a Service. ICDCS 2019: 1630-1640 - [c27]Shuochao Yao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Yifan Hao, Ailing Piao, Shaohan Hu, Su Lu, Tarek F. Abdelzaher:
SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications. INFOCOM 2019: 1243-1251 - [c26]Hongfei Xue, Wenjun Jiang, Chenglin Miao, Ye Yuan, Fenglong Ma, Xin Ma, Yijiang Wang, Shuochao Yao, Wenyao Xu, Aidong Zhang, Lu Su:
DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data. MobiHoc 2019: 151-160 - [c25]Shuochao Yao, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher:
Stardust: A deep learning serving system in IoT: demo abstract. SenSys 2019: 402-403 - [c24]Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher:
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. WWW 2019: 2192-2202 - 2018
- [c23]Wanzheng Zhu, Chao Zhang, Shuochao Yao, Xiaobin Gao, Jiawei Han:
A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling. AAAI 2018: 4613-4620 - [c22]Yiran Zhao, Shuochao Yao, Huajie Shao, Tarek F. Abdelzaher:
Codrive: cooperative driving scheme for vehicles in urban signalized intersections. ICCPS 2018: 308-319 - [c21]Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher:
ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications. ICDCS 2018: 334-343 - [c20]Huajie Shao, Shuochao Yao, Yiran Zhao, Chao Zhang, Jinda Han, Lance M. Kaplan, Lu Su, Tarek F. Abdelzaher:
A Constrained Maximum Likelihood Estimator for Unguided Social Sensing. INFOCOM 2018: 2429-2437 - [c19]Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shuochao Yao, Yaqing Wang, Ye Yuan, Hongfei Xue, Chen Song, Xin Ma, Dimitrios Koutsonikolas, Wenyao Xu, Lu Su:
Towards Environment Independent Device Free Human Activity Recognition. MobiCom 2018: 289-304 - [c18]Shuochao Yao, Yiran Zhao, Shaohan Hu, Tarek F. Abdelzaher:
QualityDeepSense: Quality-Aware Deep Learning Framework for Internet of Things Applications with Sensor-Temporal Attention. EMDL@MobiSys 2018: 42-47 - [c17]Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher:
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. SenSys 2018: 278-291 - [c16]Shuochao Yao, Yifan Hao, Dongxin Liu, Shengzhong Liu, Huajie Shao, Jiahao Wu, Mouna Bamba, Tarek F. Abdelzaher, James Flamino, Boleslaw K. Szymanski:
A predictive Self-Configuring Simulator for Online Media. WSC 2018: 1262-1273 - 2017
- [c15]Yiran Zhao, Shuochao Yao, Shaohan Hu, Shiyu Chang, Raghu K. Ganti, Mudhakar Srivatsa, Shen Li, Tarek F. Abdelzaher:
On the improvement of classifying EEG recordings using neural networks. IEEE BigData 2017: 1709-1711 - [c14]Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher:
Demo: Unsupervised Fill-level Estimation for Smart Trash Removal Systems. EWSN 2017: 262-263 - [c13]Yiran Zhao, Shen Li, Shaohan Hu, Lu Su, Shuochao Yao, Huajie Shao, Hongwei Wang, Tarek F. Abdelzaher:
GreenDrive: a smartphone-based intelligent speed adaptation system with real-time traffic signal prediction. ICCPS 2017: 229-238 - [c12]Huajie Shao, Shiguang Wang, Shen Li, Shuochao Yao, Yiran Zhao, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Lance M. Kaplan:
Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs. ICDCS 2017: 1157-1167 - [c11]Tarek F. Abdelzaher, Md. Tanvir Al Amin, Amotz Bar-Noy, William Dron, Ramesh Govindan, Reginald L. Hobbs, Shaohan Hu, Jung-Eun Kim, Jongdeog Lee, Kelvin Marcus, Shuochao Yao, Yiran Zhao:
Decision-Driven Execution: A Distributed Resource Management Paradigm for the Age of IoT. ICDCS 2017: 1825-1835 - [c10]Md. Tanvir Al Amin, Charu C. Aggarwal, Shuochao Yao, Tarek F. Abdelzaher, Lance M. Kaplan:
Unveiling polarization in social networks: A matrix factorization approach. INFOCOM 2017: 1-9 - [c9]Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek F. Abdelzaher:
DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework. SenSys 2017: 4:1-4:14 - [c8]Shuochao Yao, Shaohan Hu, Yiran Zhao, Aston Zhang, Tarek F. Abdelzaher:
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing. WWW 2017: 351-360 - 2016
- [c7]Shuochao Yao, Shaohan Hu, Shen Li, Yiran Zhao, Lu Su, Lance M. Kaplan, Aylin Yener, Tarek F. Abdelzaher:
On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds. ICDCS 2016: 467-476 - [c6]Shuochao Yao, Md. Tanvir Al Amin, Lu Su, Shaohan Hu, Shen Li, Shiguang Wang, Yiran Zhao, Tarek F. Abdelzaher, Lance M. Kaplan, Charu C. Aggarwal, Aylin Yener:
Recursive Ground Truth Estimator for Social Data Streams. IPSN 2016: 14:1-14:12 - 2015
- [c5]Shaohan Hu, Shen Li, Shuochao Yao, Lu Su, Ramesh Govindan, Reginald L. Hobbs, Tarek F. Abdelzaher:
On Exploiting Logical Dependencies for Minimizing Additive Cost Metrics in Resource-Limited Crowdsensing. DCOSS 2015: 189-198 - [c4]Shiguang Wang, Lu Su, Shen Li, Shaohan Hu, Md. Tanvir Al Amin, Hongwei Wang, Shuochao Yao, Lance M. Kaplan, Tarek F. Abdelzaher:
Scalable social sensing of interdependent phenomena. IPSN 2015: 202-213 - [c3]Kasthuri Jayarajah, Shuochao Yao, Raghava Mutharaju, Archan Misra, Geeth de Mel, Julie Skipper, Tarek F. Abdelzaher, Michael Kolodny:
Social Signal Processing for Real-Time Situational Understanding: A Vision and Approach. MASS 2015: 627-632 - [c2]Shaohan Hu, Shuochao Yao, Haiming Jin, Yiran Zhao, Yitao Hu, Xiaochen Liu, Nooreddin Naghibolhosseini, Shen Li, Akash Kapoor, William Dron, Lu Su, Amotz Bar-Noy, Pedro A. Szekely, Ramesh Govindan, Reginald L. Hobbs, Tarek F. Abdelzaher:
Data Acquisition for Real-Time Decision-Making under Freshness Constraints. RTSS 2015: 185-194 - 2014
- [c1]Shuochao Yao, Xinbing Wang, Xiaohua Tian, Qian Zhang:
Delay-throughput tradeoff with correlated mobility of ad-hoc networks. INFOCOM 2014: 2589-2597
Informal and Other Publications
- 2024
- [i18]Ahmet Soyyigit, Shuochao Yao, Heechul Yun:
VALO: A Versatile Anytime Framework for LiDAR-based Object Detection Deep Neural Networks. CoRR abs/2409.11542 (2024) - 2022
- [i17]Ahmet Soyyigit, Shuochao Yao, Heechul Yun:
Anytime-Lidar: Deadline-aware 3D Object Detection. CoRR abs/2208.12181 (2022) - 2021
- [i16]Hongpeng Guo, Shuochao Yao, Zhe Yang, Qian Zhou, Klara Nahrstedt:
CrossRoI: Cross-camera Region of Interest Optimization for Efficient Real Time Video Analytics at Scale. CoRR abs/2105.06524 (2021) - [i15]Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher:
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction. CoRR abs/2106.03251 (2021) - 2020
- [i14]Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher:
Disentangling Overlapping Beliefs by Structured Matrix Factorization. CoRR abs/2002.05797 (2020) - [i13]Chaoqi Yang, Ruijie Wang, Shuochao Yao, Shengzhong Liu, Tarek F. Abdelzaher:
Revisiting "Over-smoothing" in Deep GCNs. CoRR abs/2003.13663 (2020) - [i12]Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher:
Controllable Variational Autoencoder. CoRR abs/2004.05988 (2020) - [i11]Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher:
paper2repo: GitHub Repository Recommendation for Academic Papers. CoRR abs/2004.06059 (2020) - [i10]Chaoqi Yang, Ruijie Wang, Shuochao Yao, Tarek F. Abdelzaher:
Hypergraph Learning with Line Expansion. CoRR abs/2005.04843 (2020) - [i9]Huajie Shao, Haohong Lin, Qinmin Yang, Shuochao Yao, Tarek F. Abdelzaher:
Challenging β-VAE with β<1 for Disentanglement Via Dynamic Learning. CoRR abs/2009.06795 (2020) - [i8]Wanzheng Zhu, Chao Zhang, Shuochao Yao, Xiaobin Gao, Jiawei Han:
A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling. CoRR abs/2010.01986 (2020) - [i7]Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher:
Scheduling Real-time Deep Learning Services as Imprecise Computations. CoRR abs/2011.01112 (2020) - [i6]Huajie Shao, Zhisheng Xiao, Shuochao Yao, Aston Zhang, Shengzhong Liu, Tarek F. Abdelzaher:
ControlVAE: Tuning, Analytical Properties, and Performance Analysis. CoRR abs/2011.01754 (2020) - 2019
- [i5]Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher:
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. CoRR abs/1902.07849 (2019) - 2018
- [i4]Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher:
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. CoRR abs/1809.06970 (2018) - 2017
- [i3]Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek F. Abdelzaher:
Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework. CoRR abs/1706.01215 (2017) - [i2]Shuochao Yao, Yiran Zhao, Huajie Shao, Aston Zhang, Chao Zhang, Shen Li, Tarek F. Abdelzaher:
RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations. CoRR abs/1709.02980 (2017) - 2016
- [i1]Shuochao Yao, Shaohan Hu, Yiran Zhao, Aston Zhang, Tarek F. Abdelzaher:
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing. CoRR abs/1611.01942 (2016)
Coauthor Index
[j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j10] [j9] [j8] [j7] [j6] [j5] [j4] [j2] [c49] [c47] [c44] [c43] [c41] [c40] [c39] [c38] [c36] [c35] [c34] [c33] [c32] [c30] [c29] [c28] [c27] [c25] [c24] [c22] [c21] [c20] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i7] [i6] [i5] [i4] [i3] [i2] [i1]
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Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-15 21:35 CEST by the dblp team
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