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Jie Liu 0001
Person information
- affiliation: Harbin Institute of Technology, AI Research Institute, Harbin, China
- affiliation: Microsoft Research, Redmond, WA, USA
- affiliation (2001 - 2004): Palo Alto Research Center, CA, USA
- affiliation (PhD 2001): University of California at Berkeley, CA, USA
Other persons with the same name
- Jie Liu — disambiguation page
- Jie Liu 0002 — National University of Defense Technology, Changsha, China
- Jie Liu 0003 — National University of Singapore, Singapore
- Jie Liu 0004 — Fourth Military Medical University, Tangdu Hospital, Xi'an, China (and 1 more)
- Jie Liu 0005 — University of Paris-Saclay, CentraleSupélec, Chatenay-Malabry, France
- Jie Liu 0006 — University of Washington, Seattle, WA, USA (and 1 more)
- Jie Liu 0007 — Nankai University, Tianjin, China
- Jie Liu 0008 — State Key Laboratory of Computer Science, Beijing, China (and 2 more)
- Jie Liu 0009 — Xi'an University of Science and Technology, College of Science, Xi'an, China (and 1 more)
- Jie Liu 0010 — Huazhong Agriculture University, Wuhan, China
- Jie Liu 0011 — Naval Aeronautical and Astronautical University, Yantai, China
- Jie Liu 0012 — North China University of Technology, Inverter Technologies Engineering Research Center of Beijing, China
- Jie Liu 0013 — East China Normal University, Shanghai Key Laboratory of Trustworthy Computing, China (and 1 more)
- Jie Liu 0014 — Jilin University, College of Computer Science and Technology / MOE Key Laboratory of Symbolic Computation and Knowledge Engineering, Changchun, China
- Jie Liu 0015 — Northwestern Polytechnical University, School of Aeronautics, Xi'an, China (and 4 more)
- Jie Liu 0016 — China University of Petroleum, College of Computer and Communication Engineering, Qingdao, China
- Jie Liu 0017 — Huazhong University of Science and Technology, School of Hydropower and Information Engineering, Wuhan, China (and 1 more)
- Jie Liu 0018 — University of Notre Dame, Department of Electrical Engineering, Notre Dame, IN, USA
- Jie Liu 0019 — Baicheng Ordnance Test Center of China, Department of Tes, Baicheng, China
- Jie Liu 0020 — University of New South Wales, Sydney, Australia
- Jie Liu 0022 — Capital Normal University, Department of Information Engineering, Beijing, China
- Jie Liu 0023 — Railway Engineering Research Institute, China Academic of Railway Science Corporation Ltd., Beijing, China
- Jie Liu 0024 — Chinese Academy of Sciences, Institute of Remote Sensing and Digital Earth, Beijing, China (and 1 more)
- Jie Liu 0025 — Chinese Academy of Sciences, Institute of Computing Technology, Key Lab of Intelligent Information Processing, Beijing, China
- Jie Liu 0026 — Western Oregon University, Computer Science Division, Monmouth, OR, USA (and 1 more)
- Jie Liu 0027 — Tsinghua University, Department of Computer Science and Technology, Beijing, China
- Jie Liu 0028 — Chinese Academy of Sciences, Institute of Automation, Beijing, China
- Jie Liu 0029 — Chinese Academy of Sciences, Institute of Software, Beijing, China
- Jie Liu 0030 — National Huaqiao University, College of Computer Science and Technology, Xiamen, China
- Jie Liu 0031 — Xi'an University of Technology, School of Printing Packaging and Digital Media, Xi'an, China (and 1 more)
- Jie Liu 0032 — Chinese Academy of Sciences, Institute of Modern Physics, Lanzhou, China
- Jie Liu 0033 — Shandong University of Science and Technology, College of Electrical Engineering and Automation, Qingdao, China
- Jie Liu 0034 — Hunan University, College of Electrical and Information Engineering, Changsha, China
- Jie Liu 0035 — Peking University, National Engineering Laboratory for Video Technology, Beijing, China
- Jie Liu 0036 — Lehigh University, Department of Industrial and Systems Engineering, Bethlehem, PA, USA
- Jie Liu 0037 — Nanjing ChangFeng Aerospace Electronic Technology Co., Nanjing, China (and 1 more)
- Jie Liu 0038 — Harbin Institute of Technology, School of Computer Science and Technology, Weihai, China
- Jie Liu 0039 — Shenyang Normal University, Software College, China
- Jie Liu 0040 — Nanjing University, State Key Laboratory for Novel Software Technology, China
- Jie Liu 0041 — Dalian Medical University, Second Hospital, Department of Anesthesiology, China
- Jie Liu 0042 — Xidian University, School of Electronic Engineering, China
- Jie Liu 0043 — University of Amsterdam, The Netherlands
- Jie Liu 0044 — City University of Hong Kong, Department of Electrical Engineering, Hong Kong
- Jie Liu 0045 — University of Michigan, Department of Computational Medicine and Bioinformatics, Electrical Engineering and Computer Science, MI, USA (and 1 more)
- Jie Liu 0046 — Monash University, Australia
- Jie Liu 0047 — Chinese University of Hong Kong, CUHK, MMLab, Hong Kong (and 1 more)
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2020 – today
- 2024
- [j58]Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu:
CC-FedAvg: Computationally Customized Federated Averaging. IEEE Internet Things J. 11(3): 4826-4841 (2024) - [j57]Changjiang He, Siyao Cheng, Rong Zheng, Jie Liu:
Delay-and-Sum Beamforming-Based Spatial Mapping for Multisource Sound Localization. IEEE Internet Things J. 11(9): 16048-16060 (2024) - [j56]Siyao Cheng, Tian Ren, Hao Zhang, Jiayan Huang, Jie Liu:
A Stackelberg-Game-Based Framework for Edge Pricing and Resource Allocation in Mobile Edge Computing. IEEE Internet Things J. 11(11): 20514-20530 (2024) - [j55]Zhiqiang Cao, Yun Cheng, Youbing Hu, Anqi Lu, Jie Liu, Zhijun Li:
Using Physical Dynamics: Accurate and Real-Time Object Detection for High-Resolution Video Streaming on Internet of Things Devices. IEEE Internet Things J. 11(12): 22494-22507 (2024) - [j54]Youbing Hu, Yun Cheng, Zimu Zhou, Zhiqiang Cao, Anqi Lu, Jie Liu, Min Zhang, Zhijun Li:
RAPNet: Resolution-Adaptive and Predictive Early Exit Network for Efficient Image Recognition. IEEE Internet Things J. 11(20): 33492-33507 (2024) - [j53]Dongbo Li, Xiangyu Liu, Zhisheng Yin, Nan Cheng, Jie Liu:
CWGAN-Based Channel Modeling of Convolutional Autoencoder-Aided SCMA for Satellite-Terrestrial Communication. IEEE Internet Things J. 11(22): 36775-36785 (2024) - [j52]Jiaming Leng, Jie Peng, Jie Liu, Yu Zhang, Jianmin Ji, Yanyong Zhang:
Profiling Power Consumption in Low-Speed Autonomous Guided Vehicles. IEEE Robotics Autom. Lett. 9(7): 6027-6034 (2024) - [j51]Zheshun Wu, Zenglin Xu, Hongfang Yu, Jie Liu:
Information-Theoretic Generalization Analysis for Topology-Aware Heterogeneous Federated Edge Learning Over Noisy Channels. IEEE Signal Process. Lett. 31: 691-695 (2024) - [j50]Zhifeng Ma, Hao Zhang, Jie Liu:
DB-RNN: An RNN for Precipitation Nowcasting Deblurring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 5026-5041 (2024) - [j49]Ruonan Li, Yang Qin, Jie Liu, Xiaowen Chu, Jinlong Li:
Multipath Based Congestion Propagation via Information Network Interaction in IIoT. IEEE Trans. Ind. Informatics 20(6): 8512-8523 (2024) - [j48]Ziyang Zhang, Yang Zhao, Huan Li, Changyao Lin, Jie Liu:
DVFO: Learning-Based DVFS for Energy-Efficient Edge-Cloud Collaborative Inference. IEEE Trans. Mob. Comput. 23(10): 9042-9059 (2024) - [j47]Zhiqiang Cao, Yun Cheng, Zimu Zhou, Anqi Lu, Youbing Hu, Jie Liu, Min Zhang, Zhijun Li:
Patching in Order: Efficient On-Device Model Fine-Tuning for Multi-DNN Vision Applications. IEEE Trans. Mob. Comput. 23(12): 14484-14501 (2024) - [j46]Ziyang Zhang, Yang Zhao, Huan Li, Jie Liu:
BCEdge: SLO-Aware DNN Inference Services With Adaptive Batch-Concurrent Scheduling on Edge Devices. IEEE Trans. Netw. Serv. Manag. 21(4): 4131-4145 (2024) - [j45]Junsheng Li, Ling Wang, Jie Liu, Jinshan Tang:
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction. ACM Trans. Sens. Networks 20(1): 23:1-23:23 (2024) - [j44]Zheshun Wu, Zenglin Xu, Dun Zeng, Junfan Li, Jie Liu:
Topology Learning for Heterogeneous Decentralized Federated Learning Over Unreliable D2D Networks. IEEE Trans. Veh. Technol. 73(8): 12201-12206 (2024) - [c133]Youbing Hu, Yun Cheng, Anqi Lu, Zhiqiang Cao, Dawei Wei, Jie Liu, Zhijun Li:
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition. AAAI 2024: 2274-2284 - [c132]Yinlong Li, Hao Zhang, Siyao Cheng, Jie Liu:
Federated Edge Learning with Blurred or Pseudo Data Sharing. ICPP 2024: 981-990 - [c131]Hongye Wang, Ruonan Li, Zenglin Xu, JinLong Li, Irwin King, Jie Liu:
Federated Learning for Vehicle Trajectory Prediction: Methodology and Benchmark Study. IJCNN 2024: 1-8 - [c130]Changyao Lin, Jie Liu:
COS: Cross-Processor Operator Scheduling for Multi-Tenant Deep Learning Inference. IWQoS 2024: 1-10 - [c129]Jiahua Bao, Zhipeng Wang, Ziqian Li, Jiaxing Du, Jialiang Yan, Jie Liu:
Poster: Module Lightweighting and Path Transferring in Vision-Language Models for Efficient Edge Deployment. SenSys 2024: 824-825 - [c128]Jialiang Yan, Jiahua Bao, Ziqian Li, Zhipeng Wang, Jiaxing Du, Jie Liu:
Poster: TapID: Wearable Sensing Technology for Identity Identification via Tap Vibration Sensing. SenSys 2024: 905-906 - [e1]Jie Liu, Yuanchao Shu, Jiming Chen, Yuan He, Rui Tan:
Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, SenSys 2024, Hangzhou, China, November 4-7, 2024. ACM 2024, ISBN 979-8-4007-0697-4 [contents] - [i21]Youbing Hu, Yun Cheng, Anqi Lu, Zhiqiang Cao, Dawei Wei, Jie Liu, Zhijun Li:
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition. CoRR abs/2402.00033 (2024) - [i20]Siqi Zhou, Ling Wang, Jie Liu, Jinshan Tang:
An EnKF-LSTM Assimilation Algorithm for Crop Growth Model. CoRR abs/2403.03406 (2024) - [i19]Zheshun Wu, Junfan Li, Zenglin Xu, Sumei Sun, Jie Liu:
Online Optimization for Learning to Communicate over Time-Correlated Channels. CoRR abs/2409.00575 (2024) - 2023
- [j43]Zhifeng Ma, Hao Zhang, Jie Liu:
MS-LSTM: Exploring spatiotemporal multiscale representations in video prediction domain. Appl. Soft Comput. 147: 110731 (2023) - [j42]Yinlong Li, Siyao Cheng, Hao Zhang, Jie Liu:
Dynamic adaptive workload offloading strategy in mobile edge computing networks. Comput. Networks 233: 109878 (2023) - [j41]Hao Zhang, Tingting Wu, Zhifeng Ma, Feng Li, Jie Liu:
Dynamic layer-wise sparsification for distributed deep learning. Future Gener. Comput. Syst. 147: 1-15 (2023) - [j40]Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu:
FedCos: A Scene-Adaptive Enhancement for Federated Learning. IEEE Internet Things J. 10(5): 4545-4556 (2023) - [j39]Youbing Hu, Zhijun Li, Yongrui Chen, Yun Cheng, Zhiqiang Cao, Jie Liu:
Content-Aware Adaptive Device-Cloud Collaborative Inference for Object Detection. IEEE Internet Things J. 10(21): 19087-19101 (2023) - [j38]Hao Zhang, Qingying Hou, Tingting Wu, Siyao Cheng, Jie Liu:
Data-Augmentation-Based Federated Learning. IEEE Internet Things J. 10(24): 22530-22541 (2023) - [j37]Wentong Hu, Jie Liu, He Wang, Donghao Miao, Dongguo Shao, Wenquan Gu:
Retrieval of TP Concentration from UAV Multispectral Images Using IOA-ML Models in Small Inland Waterbodies. Remote. Sens. 15(5): 1250 (2023) - [j36]Chunzhi Yi, Shengping Zhang, Feng Jiang, Jie Liu, Zhen Ding, Chifu Yang, Huiyu Zhou:
Enable Fully Customized Assistance: A Novel IMU-Based Motor Intent Decoding Scheme. IEEE Trans. Cogn. Dev. Syst. 15(4): 2089-2098 (2023) - [j35]Xueli Fan, Qixin Wang, Jie Liu:
A Reliable Wireless Protocol for Highway and Metered-Ramp CAV Collaborative Merging with Constant-Time-Headway Safety Guarantee. ACM Trans. Cyber Phys. Syst. 7(4): 23:1-23:26 (2023) - [j34]Zhifeng Ma, Hao Zhang, Jie Liu:
MM-RNN: A Multimodal RNN for Precipitation Nowcasting. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j33]Dingqi Yang, Bingqing Qu, Rana Hussein, Paolo Rosso, Philippe Cudré-Mauroux, Jie Liu:
Revisiting Embedding Based Graph Analyses: Hyperparameters Matter! IEEE Trans. Knowl. Data Eng. 35(11): 11830-11845 (2023) - [j32]Siyao Cheng, Jiayan Huang, Zhenyue Chen, Jie Liu, Jianzhong Li:
Approximated Assignment Algorithms for Unordered and Ordered Tasks in Data Shared MEC Systems. IEEE Trans. Mob. Comput. 22(4): 1968-1987 (2023) - [c127]Dongbo Li, Jiajun Zhang, Puyang Tian, Zhisheng Yin, Siyao Cheng, Jie Liu:
Boosting Bandwidth Convergence: Optimizing Resource Allocation in Satellite-Terrestrial Integrated Networks. ICCT 2023: 1141-1146 - [c126]Zhiqiang Cao, Zhijun Li, Yongrui Chen, Heng Pan, Youbing Hu, Jie Liu:
Edge-Cloud Collaborated Object Detection via Difficult-Case Discriminator. ICDCS 2023: 259-270 - [c125]Ziyang Zhang, Yang Zhao, Jie Liu:
Octopus: SLO-Aware Progressive Inference Serving via Deep Reinforcement Learning in Multi-tenant Edge Cluster. ICSOC (2) 2023: 242-258 - [c124]Ziyang Zhang, Huan Li, Yang Zhao, Changyao Lin, Jie Liu:
POS: An Operator Scheduling Framework for Multi-model Inference on Edge Intelligent Computing. IPSN 2023: 1 - [c123]Ziyang Zhang, Yang Zhao, Jie Liu:
Poster Abstract: DVFO: Dynamic Voltage, Frequency and Offloading for Efficient AI on Edge Devices. IPSN 2023: 304-305 - [c122]Yuming Hu, Xiubin Fan, Zhimeng Yin, Feng Qian, Zhe Ji, Yuanchao Shu, Yeqiang Han, Qiang Xu, Jie Liu, Paramvir Bahl:
The Wisdom of 1, 170 Teams: Lessons and Experiences from a Large Indoor Localization Competition. MobiCom 2023: 38:1-38:15 - [c121]Bolong Liu, Hao Zhang, Jie Liu, Qiang Wang:
ACIGS: An automated large-scale crops image generation system based on large visual language multi-modal models. SECON 2023: 7-13 - [c120]Jingyu Liu, Yang Zhao, Xinrui Xiao, Ran Meng, Jie Liu:
CAS: Crop Aerial Sensing Simulation in Smart Farming. SECON 2023: 48-53 - [c119]Bo Liang, Xingyuming Liu, Yucheng Wan, Siyao Cheng, Jie Liu, Chenren Xu:
Poster: Empower Smart Agriculture with RFID Reference Infrastructure. SECON 2023: 72-73 - [c118]Ziyang Zhang, Yang Zhao, Jie Liu:
Poster Abstract: E4: Energy-Efficient Early-Exit DNN Inference Framework for Edge Video Analytics. SenSys 2023: 512-513 - [c117]Tao Wang, Yang Zhao, Jie Liu:
Poster Abstract: Person Identification Under Heavy Occlusions Using mmWave Radar. SenSys 2023: 540-541 - [i18]Ziyang Zhang, Huan Li, Yang Zhao, Changyao Lin, Jie Liu:
BCEdge: SLO-Aware DNN Inference Services with Adaptive Batching on Edge Platforms. CoRR abs/2305.01519 (2023) - [i17]Ziyang Zhang, Yang Zhao, Huan Li, Changyao Lin, Jie Liu:
DVFO: Learning-Based DVFS for Energy-Efficient Edge-Cloud Collaborative Inference. CoRR abs/2306.01811 (2023) - [i16]Zheshun Wu, Zenglin Xu, Hongfang Yu, Jie Liu:
Information-Theoretic Generalization Analysis for Topology-aware Heterogeneous Federated Edge Learning over Noisy Channels. CoRR abs/2310.16407 (2023) - [i15]Zheshun Wu, Zenglin Xu, Dun Zeng, Junfan Li, Jie Liu:
Topology Learning for Heterogeneous Decentralized Federated Learning over Unreliable D2D Networks. CoRR abs/2312.13611 (2023) - 2022
- [j31]Zhifeng Ma, Hao Zhang, Jie Liu:
Focal Frame Loss: A Simple but Effective Loss for Precipitation Nowcasting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6781-6788 (2022) - [j30]Zhifeng Ma, Hao Zhang, Jie Liu:
PrecipLSTM: A Meteorological Spatiotemporal LSTM for Precipitation Nowcasting. IEEE Trans. Geosci. Remote. Sens. 60: 1-8 (2022) - [j29]Chunzhi Yi, Sang Oh Park, Chifu Yang, Feng Jiang, Zhen Ding, Jianfei Zhu, Jie Liu:
Muscular Human Cybertwin for Internet of Everything: A Pilot Study. IEEE Trans. Ind. Informatics 18(12): 8445-8455 (2022) - [c116]Dongbo Li, Xiangyu Liu, Yuxuan Shao, Yuchen Sun, Siyao Cheng, Jie Liu:
Autoencoder-based OFDM for Agricultural Image Transmission. CBD 2022: 157-162 - [c115]Yinlong Li, Siyao Cheng, Feng Li, Jie Liu, Hanling Wu:
Optimizing the Age of Sensed Information in Cyber-Physical Systems. DASFAA (Workshops) 2022: 330-346 - [c114]Feiyang Cai, Zhenkai Zhang, Jie Liu, Xenofon D. Koutsoukos:
A Vision Transformer Architecture for Open Set Recognition. ICMLA 2022: 190-197 - [c113]Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu:
Aperiodic Local SGD: Beyond Local SGD. ICPP 2022: 1:1-1:10 - [c112]Jialiang Yan, Siyao Cheng, Zhijun Li, Jie Liu:
PCTC: Parallel Cross Technology Communication in Heterogeneous wireless systems. IPSN 2022: 67-78 - [c111]Jian Zhang, Jian Tang, Yiran Chen, Jie Liu, Jieping Ye, Marilyn Wolf, Vijaykrishnan Narayanan, Mani B. Srivastava, Michael I. Jordan, Victor Bahl:
The 5th Artificial Intelligence of Things (AIoT) Workshop. KDD 2022: 4912-4913 - [c110]Dongbo Li, Tong Yu, Yu Yang, Yuze Zhao, Zihan Chen, Jie Liu:
Intelligent heating monitoring method based on infrared image segmentation and target detection: poster abstract. BuildSys 2022: 301-302 - [c109]Jingyu Liu, Xinrui Xiao, Yang Zhao, Jie Liu:
Containerized Mobile Sensing Simulation Framework for Smart Agriculture. SenSys 2022: 766-767 - [i14]Feiyang Cai, Zhenkai Zhang, Jie Liu, Xenofon D. Koutsoukos:
Open Set Recognition using Vision Transformer with an Additional Detection Head. CoRR abs/2203.08441 (2022) - [i13]Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu:
FedCos: A Scene-adaptive Federated Optimization Enhancement for Performance Improvement. CoRR abs/2204.03174 (2022) - [i12]Zhifeng Ma, Hao Zhang, Jie Liu:
MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning. CoRR abs/2206.03010 (2022) - [i11]Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu:
CCFL: Computationally Customized Federated Learning. CoRR abs/2212.13679 (2022) - 2021
- [j28]Chunzhi Yi, Feng Jiang, Chifu Yang, Zhiyuan Chen, Zhen Ding, Jie Liu:
Reference Frame Unification of IMU-Based Joint Angle Estimation: The Experimental Investigation and a Novel Method. Sensors 21(5): 1813 (2021) - [c108]Xi Chen, Siyao Cheng, Feng Li, Jie Liu:
Transmit or Wait? Efficient Scheduling Algorithms for minimizing latency in Power-Adjustable Wireless Sensor Network. BigCom 2021: 255-262 - [c107]Siyao Cheng, Jialiang Yan, Jianzhong Li, Jie Liu:
Typingwristband: A Human Slight Motion Sensing System Based on Vibration Detection. ICASSP 2021: 8313-8317 - [c106]Ziyang Zhang, Feng Li, Changyao Lin, Shihui Wen, Xiangyu Liu, Jie Liu:
Choosing Appropriate AI-enabled Edge Devices, Not the Costly Ones. ICPADS 2021: 201-208 - [c105]Chunzhi Yi, Feng Jiang, Guangming Lu, Chifu Yang, Zhen Ding, Jianfei Zhu, Jie Liu:
A Bipolar Myoelectric Sensor-Enabled Human-Machine Interface Based On Spinal Module Activations. ICRA 2021: 1269-1275 - [c104]Baiqiang Zhang, Rong Zheng, Jie Liu:
A Multi-source Unsupervised Domain Adaptation Method for Wearable Sensor based Human Activity Recognition: Poster Abstract. IPSN 2021: 410-411 - [c103]Jian Zhang, Jian Tang, Yiran Chen, Jie Liu, Jieping Ye, Marilyn Wolf, Vijaykrishnan Narayanan, Mani Srivastava, Michael I. Jordan, Victor Bahl:
The 4th Artificial Intelligence of Things (AIoT) Workshop. KDD 2021: 4179-4180 - [c102]Changyao Lin, Ziyang Zhang, Huan Li, Jie Liu:
ECSRL: A Learning-Based Scheduling Framework for AI Workloads in Heterogeneous Edge-Cloud Systems. SenSys 2021: 386-387 - [c101]Ling Wang, Cheng Zhang, Zejian Luo, Chenguang Liu, Jie Liu, Xi Zheng:
PDAAA: Progressive Defense Against Adversarial Attacks for Deep Learning-as-a-Service in Internet of Things. TrustCom 2021: 879-886 - [i10]Zhiqiang Cao, Zhijun Li, Pan Heng, Yongrui Chen, Daqi Xie, Jie Liu:
Edge-Cloud Collaborated Object Detection via Difficult-Case Discriminator. CoRR abs/2108.12858 (2021) - 2020
- [j27]Yan Zheng, Fanjie Meng, Jie Liu, Baolong Guo, Yang Song, Xuebing Zhang, Ling Wang:
Fourier Transform to Group Feature on Generated Coarser Contours for Fast 2D Shape Matching. IEEE Access 8: 90141-90152 (2020) - [j26]Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu:
Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization. IEEE J. Sel. Top. Signal Process. 14(4): 609-622 (2020) - [c100]Xueli Fan, Qixin Wang, Jie Liu:
Work-in-Progress Abstract: A Reliable Wireless Smart Vehicle Highway On-Ramp Merging Protocol with Constant Time Headway Safety Guarantee. ICCPS 2020: 184-185 - [c99]Ling Wang, Cheng Zhang, Jie Liu:
Deep Learning Defense Method Against Adversarial Attacks. SMC 2020: 3667-3672 - [i9]Ling Wang, Cheng Zhang, Zejian Luo, Chenguang Liu, Jie Liu, Xi Zheng, Athanasios V. Vasilakos:
Progressive Defense Against Adversarial Attacks for Deep Learning as a Service in Internet of Things. CoRR abs/2010.11143 (2020)
2010 – 2019
- 2019
- [j25]Abusayeed Saifullah, Sriram Sankar, Jie Liu, Chenyang Lu, Ranveer Chandra, Bodhi Priyantha:
CapNet: Exploiting Wireless Sensor Networks for Data Center Power Capping. ACM Trans. Sens. Networks 15(1): 6:1-6:34 (2019) - [c98]Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu:
Single-Path NAS: Designing Hardware-Efficient ConvNets in Less Than 4 Hours. ECML/PKDD (2) 2019: 481-497 - [c97]Qiming Zou, Ling Wang, Yu Li, Jie Liu:
Sample-Efficient Policy Learning based on Completely Behavior Cloning. SMC 2019: 2543-2548 - [i8]Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu:
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours. CoRR abs/1904.02877 (2019) - [i7]Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu:
Single-Path NAS: Device-Aware Efficient ConvNet Design. CoRR abs/1905.04159 (2019) - [i6]Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu:
Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization. CoRR abs/1907.00959 (2019) - [i5]Tinghao Zhang, Jingxu Li, Jingfeng Li, Ling Wang, Feng Li, Jie Liu:
Model Embedded DRL for Intelligent Greenhouse Control. CoRR abs/1912.00020 (2019) - 2018
- [j24]Leonardo B. Oliveira, Fernando Magno Quintão Pereira, Rafael Misoczki, Diego F. Aranha, Fábio Borges, Michele Nogueira, Michelle S. Wangham, Min Wu, Jie Liu:
The computer for the 21st century: present security & privacy challenges. J. Internet Serv. Appl. 9(1): 24:1-24:25 (2018) - [j23]Abusayeed Saifullah, Mahbubur Rahman, Dali Ismail, Chenyang Lu, Jie Liu, Ranveer Chandra:
Low-Power Wide-Area Network Over White Spaces. IEEE/ACM Trans. Netw. 26(4): 1893-1906 (2018) - [c96]Jie Liu:
Autonomous Retailing: A Frontier for Cyber-Physical-Human Systems. Principles of Modeling 2018: 336-350 - [c95]Mengting Wan, Di Wang, Jie Liu, Paul Bennett, Julian J. McAuley:
Representing and Recommending Shopping Baskets with Complementarity, Compatibility and Loyalty. CIKM 2018: 1133-1142 - [i4]Yang Li, Di Wang, Saugata Ghose, Jie Liu, Sriram Govindan, Sean James, Eric Peterson, John Siegler, Rachata Ausavarungnirun, Onur Mutlu:
Techniques for Efficiently Handling Power Surges in Fuel Cell Powered Data Centers: Modeling, Analysis, Results. CoRR abs/1806.04506 (2018) - 2017
- [j22]Abhishek Sinha, Pradeepkumar Mani, Jie Liu, Ashley Flavel, David A. Maltz:
Distributed load management algorithms in anycast-based CDNs. Comput. Networks 115: 1-15 (2017) - [j21]Dimitrios Lymberopoulos, Jie Liu:
The Microsoft Indoor Localization Competition: Experiences and Lessons Learned. IEEE Signal Process. Mag. 34(5): 125-140 (2017) - [c94]Leonardo B. Oliveira, Fernando Magno Quintão Pereira, Rafael Misoczki, Diego F. Aranha, Fábio Borges, Jie Liu:
The Computer for the 21st Century: Security & Privacy Challenges after 25 Years. ICCCN 2017: 1-10 - [c93]Iyswarya Narayanan, Bikash Sharma, Di Wang, Sriram Govindan, Laura Caulfield, Anand Sivasubramaniam, Aman Kansal, Jie Liu, Badriddine Khessib, Kushagra Vaid:
Rain or Shine? - Making Sense of Cloudy Reliability Data. ICDCS 2017: 218-229 - [c92]Saman Naderiparizi, Pengyu Zhang, Matthai Philipose, Bodhi Priyantha, Jie Liu, Deepak Ganesan:
Glimpse: A Programmable Early-Discard Camera Architecture for Continuous Mobile Vision. MobiSys 2017: 292-305 - [c91]Abusayeed Saifullah, Mahbubur Rahman, Dali Ismail, Chenyang Lu, Jie Liu, Ranveer Chandra:
Enabling Reliable, Asynchronous, and Bidirectional Communication in Sensor Networks over White Spaces. SenSys 2017: 9:1-9:14 - [c90]Min Wu, Fernando Magno Quintão Pereira, Jie Liu, Heitor S. Ramos, Mário S. Alvim, Leonardo B. Oliveira:
Proof-Carrying Sensing: Towards Real-World Authentication in Cyber-Physical Systems. SenSys 2017: 22:1-22:6 - [c89]Mengting Wan, Di Wang, Matthew Goldman, Matt Taddy, Justin Rao, Jie Liu, Dimitrios Lymberopoulos, Julian J. McAuley:
Modeling Consumer Preferences and Price Sensitivities from Large-Scale Grocery Shopping Transaction Logs. WWW 2017: 1103-1112 - 2016
- [j20]Jie Liu, Bodhi Priyantha, Ted Hart, Yuzhe Jin, Woo Suk Lee, Vijay Raghunathan, Heitor S. Ramos, Qiang Wang:
CO-GPS: Energy Efficient GPS Sensing with Cloud Offloading. IEEE Trans. Mob. Comput. 15(6): 1348-1361 (2016) - [c88]Yang Li, Di Wang, Saugata Ghose, Jie Liu, Sriram Govindan, Sean James, Eric Peterson, John Siegler, Rachata Ausavarungnirun, Onur Mutlu:
SizeCap: Efficiently handling power surges in fuel cell powered data centers. HPCA 2016: 444-456 - [c87]Yan Michalevsky, Suman Nath, Jie Liu:
MASHaBLE: mobile applications of secret handshakes over bluetooth LE. MobiCom 2016: 387-400 - [c86]Abusayeed Saifullah, Mahbubur Rahman, Dali Ismail, Chenyang Lu, Ranveer Chandra, Jie Liu:
SNOW: Sensor Network over White Spaces. SenSys 2016: 272-285 - [c85]