2024
DMM: A Deep Reinforcement Learning Based Map Matching Framework for Cellular Data.
IEEE Trans. Knowl. Data Eng., October, 2024
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale.
ACM Trans. Sens. Networks, March, 2024
CT-Auth: Capacitive Touchscreen-Based Continuous Authentication on Smartphones.
IEEE Trans. Knowl. Data Eng., January, 2024
IncreAuth: Incremental-Learning-Based Behavioral Biometric Authentication on Smartphones.
IEEE Internet Things J., January, 2024
2023
<i>ATPP</i>: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes.
ACM Trans. Sens. Networks, August, 2023
DeepAPP: A Deep Reinforcement Learning Framework for Mobile Application Usage Prediction.
IEEE Trans. Mob. Comput., 2023
GinApp: An Inductive Graph Learning based Framework for Mobile Application Usage Prediction.
Proceedings of the IEEE INFOCOM 2023, 2023
2022
MMAuth: A Continuous Authentication Framework on Smartphones Using Multiple Modalities.
IEEE Trans. Inf. Forensics Secur., 2022
Decoupled self-supervised label augmentation for fully-supervised image classification.
Knowl. Based Syst., 2022
Romou: rapidly generate high-performance tensor kernels for mobile GPUs.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022
2021
A Hybrid of Deep Reinforcement Learning and Local Search for the Vehicle Routing Problems.
IEEE Trans. Intell. Transp. Syst., 2021
ATPP: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes.
Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021
2020
Adaptable Switch: A Heterogeneous Switch Architecture for Network-Centric Computing.
IEEE Commun. Mag., 2020
DMM: fast map matching for cellular data.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020
City Metro Network Expansion with Reinforcement Learning.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
2019
A complementing preference based method for location recommendation with cellular data.
Knowl. Based Syst., 2019
Retrieving Similar Trajectories from Cellular Data at City Scale.
CoRR, 2019
3D Face Reconstruction From Volumes of Videos Using a Mapreduce Framework.
IEEE Access, 2019
Exploring the Prediction of Variety-seeking Behavior.
Proceedings of the 2nd International Conference on Data Science and Information Technology, 2019
2018
A Coarse-to-Fine Approach for 3D Facial Landmarking by Using Deep Feature Fusion.
Symmetry, 2018
Accurate landmarking from 3D facial scans by CNN and cascade regression.
Int. J. Wavelets Multiresolution Inf. Process., 2018
Multi-pose 3D facial texture refinement for face recognition.
Int. J. Wavelets Multiresolution Inf. Process., 2018
An Effective Model Between Mobile Phone Usage and P2P Default Behavior.
Proceedings of the Computational Science - ICCS 2018, 2018
2017
PERA: Priority-Based Energy-Efficient Routing Algorithm for WBANs.
Wirel. Pers. Commun., 2017
Markov Chain Model-Based Optimal Cluster Heads Selection for Wireless Sensor Networks.
Sensors, 2017
A non-iterative blind image deblurring algorithm based on OTF estimation.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017
Collision avoidance in an agent system for crowd simulation.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017
2016
Automatic 2.5-D Facial Landmarking and Emotion Annotation for Social Interaction Assistance.
IEEE Trans. Cybern., 2016
Accelerating Very Deep Convolutional Networks for Classification and Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Sleep-awake energy efficient distributed clustering algorithm for wireless sensor networks.
Comput. Electr. Eng., 2016
Taming the Flow Table Overflow in OpenFlow Switch.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016
2015
TripRec: An Efficient Approach for Trip Planning with Time Constraints.
Int. J. Data Warehous. Min., 2015
Efficient and accurate approximations of nonlinear convolutional networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Scalable 3D Facial Shape Motion Retrieval from Image Sequences Using a Map-Reduce Framework.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015
2014
IncOrder: Incremental density-based community detection in dynamic networks.
Knowl. Based Syst., 2014
Label Propagation with α-Degree Neighborhood Impact for Network Community Detection.
Comput. Intell. Neurosci., 2014
Network recorder and player: FPGA-based network traffic capture and replay.
Proceedings of the 2014 International Conference on Field-Programmable Technology, 2014
2013
A unified probabilistic framework for automatic 3D facial expression analysis based on a Bayesian belief inference and statistical feature models.
Image Vis. Comput., 2013