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2020 – today
- 2025
[j28]Hui Liu
, Zhengkai Wang, Xiyao Dong, Junzhao Du:
OnsitNet: A memory-capable online time series forecasting model incorporating a self-attention mechanism. Expert Syst. Appl. 259: 125231 (2025)- 2024
- [j27]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): 18698-18710 (2024) - [c25]Xiyao Dong, Hui Liu, Junzhao Du, Zhengkai Wang, Cheng Wang:
Online Multivariate Time Series Anomaly Detection Method Based on Contrastive Learning. ICIC (13) 2024: 468-479 - [c24]Huadong Li, Hui Liu, Aoqi Chen, Xirui Ma, Junzhao Du:
Thawbringer: An Orchestrator to Mitigate Cascading Cold Starts of Serverless Function Chains. ICPP 2024: 347-356 - [c23]Huadong Li, Hui Liu, Aoqi Chen, Xirui Ma, Qiaoqiao Liu, Junzhao Du:
RIA: Return on Investment Auto-scaler for Serverless Edge Functions. ICPP 2024: 772-781 - [i5]Zhuoyang Li, Liran Deng, Hui Liu, Qiaoqiao Liu, Junzhao Du:
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models. CoRR abs/2406.02110 (2024) - 2023
- [j26]Hui Liu, Zhaocheng Niu, Junzhao Du, Xiaomin Lin:
Genetic algorithm for delay efficient computation offloading in dispersed computing. Ad Hoc Networks 142: 103109 (2023) - [j25]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): 20191-20205 (2023) - [j24]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: 110214 (2023) - [j23]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: 106042 (2023) - [j22]Yiming Ge, Hui Liu, Junzhao Du, Zehua Li, Yuheng Wei:
Masked face recognition with convolutional visual self-attention network. Neurocomputing 518: 496-506 (2023) - [j21]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): 187:1-187:29 (2023) - [j20]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): 11643-11654 (2023) - [c22]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: 615-624 - 2022
- [j19]Xingyu Wang, Junzhao Du, Hui Liu:
Performance and isolation analysis of RunC, gVisor and Kata Containers runtimes. Clust. Comput. 25(2): 1497-1513 (2022) - [j18]Zhaocheng Niu, Hui Liu, Xiaomin Lin, Junzhao Du:
Task Scheduling With UAV-Assisted Dispersed Computing for Disaster Scenario. IEEE Syst. J. 16(4): 6429-6440 (2022) - [j17]Yuheng Wei, Junzhao Du, Hui Liu, Zhipeng Zhang:
CentriForce: Multiple-Domain Adaptation for Domain-Invariant Speaker Representation Learning. IEEE Signal Process. Lett. 29: 807-811 (2022) - [c21]Ertong Shang, Zhuo Yang, Hui Liu, Junzhao Du, Xingyu Wang:
FedFR: Evaluation and Selection of Loss Functions for Federated Face Recognition. CollaborateCom (1) 2022: 95-114 - [c20]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: 341-345 - 2021
- [j16]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): 24:1-24:22 (2021) - [j15]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): 870-883 (2021) - [j14]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): 221-228 (2021) - [j13]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): 3282-3297 (2021) - [i4]Sicong Liu, Bin Guo, Ke Ma, Zhiwen Yu, Junzhao Du:
AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications. CoRR abs/2101.11800 (2021) - 2020
- [j12]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: 5 (2020) - [j11]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): 521-536 (2020) - [j10]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): 1195-1207 (2020) - [c19]Yuheng Wei, Junzhao Du, Hui Liu:
Angular Margin Centroid Loss for Text-Independent Speaker Recognition. INTERSPEECH 2020: 3820-3824 - [i3]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 abs/2006.04432 (2020) - [i2]Sicong Liu, Junzhao Du, Anshumali Shrivastava, Lin Zhong:
Privacy Adversarial Network: Representation Learning for Mobile Data Privacy. CoRR abs/2006.06535 (2020)
2010 – 2019
- 2019
- [j9]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): 144:1-144:18 (2019) - [i1]Sicong Liu, Anshumali Shrivastava, Junzhao Du, Lin Zhong:
Better accuracy with quantified privacy: representations learned via reconstructive adversarial network. CoRR abs/1901.08730 (2019) - 2018
- [c18]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: 392-401 - [c17]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: 389-400 - 2017
- [j8]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): 17:1-17:21 (2017) - [c16]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: 139-152 - 2016
- [c15]Xue Yang, Junzhao Du, Sicong Liu, Rui Li, Hui Liu:
Air pollution source estimation profiling via mobile sensor networks. CITS 2016: 1-5 - [c14]Sicong Liu, Junzhao Du:
Poster: MobiEar-Building an Environment-independent Acoustic Sensing Platform for the Deaf using Deep Learning. MobiSys (Companion Volume) 2016: 50 - [c13]Sicong Liu, Junzhao Du, Xue Yang, Rui Li, Hui Liu, Kewei Sha:
CrowdBlueNet: Maximizing Crowd Data Collection Using Bluetooth Ad Hoc Networks. WASA 2016: 356-366 - 2015
- [j7]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): 73-96 (2015) - 2014
- [c12]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: 1-8 - 2013
- [j6]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) - [c11]Kunlun Zhao, Junzhao Du, Congqi Li, Chunlong Zhang, Hui Liu, Chi Xu:
Healthy: A Diary System Based on Activity Recognition Using Smartphone. MASS 2013: 290-294 - 2012
- [j5]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) - 2011
- [c10]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: 282-291 - 2010
- [c9]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: 177-183 - [c8]Junzhao Du, Yawei Li, Hui Liu, Kewei Sha:
On Sweep Coverage with Minimum Mobile Sensors. ICPADS 2010: 283-290 - [c7]Junzhao Du, Chang Liu, Hui Liu, Kewei Sha:
Sleep-Wakeup Algorithms for Virtual Barriers of Wireless Sensor Networks in 3D Space. MSN 2010: 47-52 - [c6]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: 185-190 - [c5]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: 172-181
2000 – 2009
- 2009
- [j4]Junzhao Du, Weisong Shi, Kewei Sha:
Asymmetry-aware link layer services in wireless sensor networks. J. Embed. Comput. 3(2): 141-154 (2009) - [j3]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): 249-262 (2009) - 2008
- [j2]Junzhao Du, Weisong Shi:
App-MAC: An Application-Aware Event-Oriented MAC Protocol for Multimodality Wireless Sensor Networks. IEEE Trans. Veh. Technol. 57(6): 3723-3731 (2008) - 2007
- [c4]Junzhao Du, Hui Liu, Ping Chen:
OMR: An Opportunistic Multi-Path Reliable Routing Protocol in Wireless Sensor Networks. ICPP Workshops 2007: 74 - 2006
- [j1]Kewei Sha, Junzhao Du, Weisong Shi:
WEAR: a balanced, fault-tolerant, energy-aware routing protocol in WSNs. Int. J. Sens. Networks 1(3/4): 156-168 (2006) - [c3]Junzhao Du, Weisong Shi:
An Application-Aware Event-Oriented MAC Protocol in Multimodality Wireless Sensor Networks. MSN 2006: 304-316 - [c2]Safwan Al-Omari, Junzhao Du, Weisong Shi:
Score: a sensor core framework for cross-layer design. QSHINE 2006: 19 - 2005
- [c1]Junzhao Du, Weisong Shi, Kewei Sha:
Asymmetry-Aware Link Quality Services in Wireless Sensor Networks. EUC 2005: 745-754
Coauthor Index
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