Junzhao Du

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 38

Top Topics

Multivariate Time Series

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Mob. Networks Appl.

Publications

Zhuoyang Li, Liran Deng, Hui Liu, Qiaoqiao Liu, Junzhao Du
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models. CoRR (2024)
Huadong Li, Hui Liu, Aoqi Chen, Xirui Ma, Qiaoqiao Liu, Junzhao Du
RIA: Return on Investment Auto-scaler for Serverless Edge Functions. ICPP (2024)
Huadong Li, Hui Liu, Aoqi Chen, Xirui Ma, Junzhao Du
Thawbringer: An Orchestrator to Mitigate Cascading Cold Starts of Serverless Function Chains. ICPP (2024)
Xiyao Dong, Hui Liu, Junzhao Du, Zhengkai Wang, Cheng Wang
Online Multivariate Time Series Anomaly Detection Method Based on Contrastive Learning. ICIC (13) (2024)
Zhaocheng Niu, Hui Liu, Yiming Ge, Junzhao Du
Distributed Hybrid Task Offloading in Mobile-Edge Computing: A Potential Game Scheme. IEEE Internet Things J. 11 (10) (2024)
Hui Liu, Zhaocheng Niu, Junzhao Du, Xiaomin Lin
Genetic algorithm for delay efficient computation offloading in dispersed computing. Ad Hoc Networks 142 (2023)
Xingyu Wang, Hui Liu, Junzhao Du, Xiyao Dong, Zhihan Yang
A long-term multivariate time series forecasting network combining series decomposition and convolutional neural networks. Appl. Soft Comput. 139 (2023)
Huadong Li, Hui Liu, Changyuan Liu, Aoqi Chen, Zhaocheng Niu, Junzhao Du
NeiLatS: Neighbor-Aware Latency-Sensitive Application Scheduling in Heterogeneous Cloud-Edge Environment. ICPP (2023)
Yuheng Wei, Jie Xiong, Hui Liu, Yingtao Yu, Jiangtao Pan, Junzhao Du
AdaStreamLite: Environment-adaptive Streaming Speech Recognition on Mobile Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (4) (2023)
Xingyu Wang, Hui Liu, Junzhao Du, Zhihan Yang, Xiyao Dong
CLformer: Locally grouped auto-correlation and convolutional transformer for long-term multivariate time series forecasting. Eng. Appl. Artif. Intell. 121 (2023)
Yiming Ge, Hui Liu, Junzhao Du, Zehua Li, Yuheng Wei
Masked face recognition with convolutional visual self-attention network. Neurocomputing 518 (2023)
Xingyu Wang, Hui Liu, Zhihan Yang, Junzhao Du, Xiyao Dong
CNformer: a convolutional transformer with decomposition for long-term multivariate time series forecasting. Appl. Intell. 53 (17) (2023)
Ertong Shang, Hui Liu, Zhuo Yang, Junzhao Du, Yiming Ge
FedBiKD: Federated Bidirectional Knowledge Distillation for Distracted Driving Detection. IEEE Internet Things J. 10 (13) (2023)
Ertong Shang, Zhuo Yang, Hui Liu, Junzhao Du, Xingyu Wang
FedFR: Evaluation and Selection of Loss Functions for Federated Face Recognition. CollaborateCom (1) (2022)
Yuheng Wei, Junzhao Du, Hui Liu, Qian Wang
CTFALite: Lightweight Channel-specific Temporal and Frequency Attention Mechanism for Enhancing the Speaker Embedding Extractor. INTERSPEECH (2022)
Yuheng Wei, Junzhao Du, Hui Liu, Zhipeng Zhang
CentriForce: Multiple-Domain Adaptation for Domain-Invariant Speaker Representation Learning. IEEE Signal Process. Lett. 29 (2022)
Zhaocheng Niu, Hui Liu, Xiaomin Lin, Junzhao Du
Task Scheduling With UAV-Assisted Dispersed Computing for Disaster Scenario. IEEE Syst. J. 16 (4) (2022)
Xingyu Wang, Junzhao Du, Hui Liu
Performance and isolation analysis of RunC, gVisor and Kata Containers runtimes. Clust. Comput. 25 (2) (2022)
Zhiping Jiang, Chen Qian, Kun Zhao, Shuaiyu Chen, Rui Li, Xu Wang, Chen He, Junzhao Du
VariSecure: Facial Appearance Variance based Secure Device Pairing. Mob. Networks Appl. 26 (2) (2021)
Sicong Liu, Bin Guo, Ke Ma, Zhiwen Yu, Junzhao Du
AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Sicong Liu, Bin Guo, Ke Ma, Zhiwen Yu, Junzhao Du
AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications. CoRR (2021)
Bin Li, Peijun Chen, Hongfu Liu, Weisi Guo, Xianbin Cao, Junzhao Du, Chenglin Zhao, Jun Zhang
Random sketch learning for deep neural networks in edge computing. Nat. Comput. Sci. 1 (3) (2021)
Sicong Liu, Junzhao Du, Kaiming Nan, Zimu Zhou, Hui Liu, Zhangyang Wang, Yingyan Lin
AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles. IEEE Trans. Mob. Comput. 20 (12) (2021)
Sicong Liu, Junzhao Du, Kaiming Nan, Zimu Zhou, Atlas Wang, Yingyan Lin
AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles. CoRR (2020)
Sicong Liu, Junzhao Du, Anshumali Shrivastava, Lin Zhong
Privacy Adversarial Network: Representation Learning for Mobile Data Privacy. CoRR (2020)
Zhiping Jiang, Kun Zhao, Rui Li, Jizhong Zhao, Junzhao Du
PHYAlert: identity spoofing attack detection and prevention for a wireless edge network. J. Cloud Comput. 9 (2020)
Hui Liu, Huan Liu, Xin Wang, Wei Shao, Xiao Wang, Junzhao Du, Jonathan Liono, Flora D. Salim
SmartMeeting: An Novel Mobile Voice Meeting Minutes Generation and Analysis System. Mob. Networks Appl. 25 (2) (2020)
Yuheng Wei, Junzhao Du, Hui Liu
Angular Margin Centroid Loss for Text-Independent Speaker Recognition. INTERSPEECH (2020)
Rui Li, Zhiping Jiang, Yueshen Xu, Honghao Gao, Fushan Chen, Junzhao Du
Device-Free Indoor Multi-target Tracking in Mobile Environment. Mob. Networks Appl. 25 (4) (2020)
Sicong Liu, Anshumali Shrivastava, Junzhao Du, Lin Zhong
Better accuracy with quantified privacy: representations learned via reconstructive adversarial network. CoRR (2019)
Sicong Liu, Junzhao Du, Anshumali Shrivastava, Lin Zhong
Privacy Adversarial Network: Representation Learning for Mobile Data Privacy. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (4) (2019)
Sicong Liu, Yingyan Lin, Zimu Zhou, Kaiming Nan, Hui Liu, Junzhao Du
On-Demand Deep Model Compression for Mobile Devices: A Usage-Driven Model Selection Framework. MobiSys (2018)
Hui Liu, Xin Wang, Yuheng Wei, Wei Shao, Jonathan Liono, Flora D. Salim, Bo Deng, Junzhao Du
ProMETheus: An Intelligent Mobile Voice Meeting Minutes System. MobiQuitous (2018)
Junzhao Du, Sicong Liu, Yuheng Wei, Hui Liu, Xin Wang, Kaiming Nan
Understanding Sensor Data Using Deep Learning Methods on Resource-Constrained Edge Devices. CWSN (2017)
Sicong Liu, Zimu Zhou, Junzhao Du, Longfei Shangguan, Jun Han, Xin Wang
UbiEar: Bringing Location-independent Sound Awareness to the Hard-of-hearing People with Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (2) (2017)
Xue Yang, Junzhao Du, Sicong Liu, Rui Li, Hui Liu
Air pollution source estimation profiling via mobile sensor networks. CITS (2016)
Sicong Liu, Junzhao Du, Xue Yang, Rui Li, Hui Liu, Kewei Sha
CrowdBlueNet: Maximizing Crowd Data Collection Using Bluetooth Ad Hoc Networks. WASA (2016)
Sicong Liu, Junzhao Du
Poster: MobiEar-Building an Environment-independent Acoustic Sensing Platform for the Deaf using Deep Learning. MobiSys (Companion Volume) (2016)
Junzhao Du, Wen He, Jian Shen, Hui Liu
PiPDR: A Placement-Independent Pedestrian Dead Reckoning System in Mobile Phones. Ad Hoc Sens. Wirel. Networks 26 (1-4) (2015)
Junzhao Du, Sicong Liu, Chi Xu, Kai Wang, Hui Liu, Kewei Sha
Lightweight construction of the information potential field in wireless sensor networks. ICCCN (2014)
Kunlun Zhao, Junzhao Du, Congqi Li, Chunlong Zhang, Hui Liu, Chi Xu
Healthy: A Diary System Based on Activity Recognition Using Smartphone. MASS (2013)
Junzhao Du, Wenjing Chen, Yuewei Liu, Yawen Gu, Hui Liu
Catch You as I Can: Indoor Localization via Ambient Sound Signature and Human Behavior. Int. J. Distributed Sens. Networks 9 (2013)
Junzhao Du, Hui Liu, Longfei Shangguan, Luo Mai, Kai Wang, Shucong Li
Rendezvous Data Collection Using a Mobile Element in Heterogeneous Sensor Networks. Int. J. Distributed Sens. Networks 8 (2012)
Luo Mai, Longfei Shangguan, Chao Lang, Junzhao Du, Hui Liu, Zhenjiang Li, Mo Li
Load Balanced Rendezvous Data Collection in Wireless Sensor Networks. MASS (2011)
Junzhao Du, Lei Mao, Hui Liu, Bo Wu, Deke Guo
Improving the Accuracy of Object Tracking in Three Dimensional WSNs Using Bayesian Estimation Methods. EUC (2010)
Junzhao Du, Yawei Li, Hui Liu, Kewei Sha
On Sweep Coverage with Minimum Mobile Sensors. ICPADS (2010)
Junzhao Du, Chang Liu, Hui Liu, Kewei Sha
Sleep-Wakeup Algorithms for Virtual Barriers of Wireless Sensor Networks in 3D Space. MSN (2010)
Lei Mao, Junzhao Du, Hui Liu, Deke Guo, Xing Tang, Ning Wei
Two-Stage Target Locating Algorithm in Three Dimensional WSNs under Typical Deployment Schemes. WASA (2010)
Jia Liu, Junzhao Du, Jie Zhang, Xiaojun Li, Hui Liu
RANC: Opportunistic Multi-path Routing Protocol in WSNs Using Reality-Aware Network Coding. UIC/ATC Workshops (2010)
Hui Liu, Zili Shao, Meng Wang, Junzhao Du, Chun Jason Xue, Zhiping Jia
Combining Coarse-Grained Software Pipelining with DVS for Scheduling Real-Time Periodic Dependent Tasks on Multi-Core Embedded Systems. J. Signal Process. Syst. 57 (2) (2009)
Junzhao Du, Weisong Shi, Kewei Sha
Asymmetry-aware link layer services in wireless sensor networks. J. Embed. Comput. 3 (2) (2009)
Junzhao Du, Weisong Shi
App-MAC: An Application-Aware Event-Oriented MAC Protocol for Multimodality Wireless Sensor Networks. IEEE Trans. Veh. Technol. 57 (6) (2008)
Junzhao Du, Hui Liu, Ping Chen
OMR: An Opportunistic Multi-Path Reliable Routing Protocol in Wireless Sensor Networks. ICPP Workshops (2007)
Kewei Sha, Junzhao Du, Weisong Shi
WEAR: a balanced, fault-tolerant, energy-aware routing protocol in WSNs. Int. J. Sens. Networks 1 (3/4) (2006)
Junzhao Du, Weisong Shi
An Application-Aware Event-Oriented MAC Protocol in Multimodality Wireless Sensor Networks. MSN (2006)
Safwan Al-Omari, Junzhao Du, Weisong Shi
Score: a sensor core framework for cross-layer design. QSHINE (2006)
Junzhao Du, Weisong Shi, Kewei Sha
Asymmetry-Aware Link Quality Services in Wireless Sensor Networks. EUC (2005)