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Hongkai Wen 0001
Person information
- affiliation: University of Warwick, Coventry, UK
- affiliation (former): University of Oxford, UK
- affiliation (former): Nanyang Technological University, Singapore
Other persons with the same name
- Hongkai Wen 0002 — Tongji University, Shanghai, China
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2020 – today
- 2024
- [j23]Xian Zhang, Yong Wang, Qing Yang
, Yiran Shen, Hongkai Wen:
EV-Perturb: event-stream perturbation for privacy-preserving classification with dynamic vision sensors. Multim. Tools Appl. 83(6): 16823-16847 (2024) - [j22]Guangrong Zhao
, Yiran Shen
, Ning Chen
, Pengfei Hu
, Lei Liu
, Hongkai Wen
:
EV-Tach: A Handheld Rotational Speed Estimation System With Event Camera. IEEE Trans. Mob. Comput. 23(6): 7483-7498 (2024) - [i22]Rosco Hunter, Lukasz Dudziak, Mohamed S. Abdelfattah, Abhinav Mehrotra, Sourav Bhattacharya, Hongkai Wen:
Fast Inference Through The Reuse Of Attention Maps In Diffusion Models. CoRR abs/2401.01008 (2024) - 2023
- [j21]Man Luo
, Bowen Du
, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Mark H. Birkin
, Hongkai Wen
:
Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 24(4): 3868-3881 (2023) - [c42]Lichuan Xiang, Lukasz Dudziak, Mohamed S. Abdelfattah, Thomas C. P. Chau, Nicholas D. Lane, Hongkai Wen:
Zero-Cost Operation Scoring in Differentiable Architecture Search. AAAI 2023: 10453-10463 - [c41]Lichuan Xiang, Rosco Hunter, Minghao Xu, Lukasz Dudziak, Hongkai Wen:
Exploiting Network Compressibility and Topology in Zero-Cost NAS. AutoML 2023: 18/1-14 - [c40]Hoang Pham, The-Anh Ta, Shiwei Liu, Lichuan Xiang, Dung Le, Hongkai Wen, Long Tran-Thanh:
Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask? NeurIPS 2023 - [c39]Guangrong Zhao, Yurun Yang, Jingwei Liu, Ning Chen, Yiran Shen, Hongkai Wen, Guohao Lan:
EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras. NeurIPS 2023 - [i21]Savvas Papaioannou
, Hongkai Wen, Andrew Markham, Niki Trigoni:
Fusion of Radio and Camera Sensor Data for Accurate Indoor Positioning. CoRR abs/2302.02952 (2023) - [i20]Hrushikesh Loya, Lukasz Dudziak, Abhinav Mehrotra, Royson Lee, Javier Fernández-Marqués, Nicholas D. Lane, Hongkai Wen:
How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor. CoRR abs/2311.18451 (2023) - 2022
- [j20]Yanxiang Wang, Xian Zhang, Yiran Shen
, Bowen Du
, Guangrong Zhao, Lizhen Cui
, Hongkai Wen:
Event-Stream Representation for Human Gaits Identification Using Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(7): 3436-3449 (2022) - [j19]Man Luo
, Bowen Du
, Konstantin Klemmer
, Hongming Zhu, Hongkai Wen
:
Deployment Optimization for Shared e-Mobility Systems With Multi-Agent Deep Neural Search. IEEE Trans. Intell. Transp. Syst. 23(3): 2549-2560 (2022) - [c38]Thomas Chau, Lukasz Dudziak, Hongkai Wen, Nicholas D. Lane, Mohamed S. Abdelfattah:
BLOX: Macro Neural Architecture Search Benchmark and Algorithms. NeurIPS 2022 - [i19]Teddy Cunningham, Konstantin Klemmer, Hongkai Wen, Hakan Ferhatosmanoglu:
GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy. CoRR abs/2205.08886 (2022) - [i18]Guangrong Zhao, Yiran Shen, Ning Chen, Pengfei Hu, Lei Liu, Hongkai Wen:
High Speed Rotation Estimation with Dynamic Vision Sensors. CoRR abs/2209.02205 (2022) - [i17]Thomas Chun-Pong Chau, Lukasz Dudziak, Hongkai Wen, Nicholas Donald Lane, Mohamed S. Abdelfattah:
BLOX: Macro Neural Architecture Search Benchmark and Algorithms. CoRR abs/2210.07271 (2022) - [i16]Man Luo, Bowen Du, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Mark H. Birkin, Hongkai Wen:
Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach. CoRR abs/2211.06136 (2022) - 2021
- [j18]Bowen Du
, Weiqi Li, Zeju Wang, Manxin Xu, Tianchen Gao, Jiajie Li, Hongkai Wen:
Event Encryption for Neuromorphic Vision Sensors: Framework, Algorithm, and Evaluation. Sensors 21(13): 4320 (2021) - [j17]Guangrong Zhao, Bowen Du, Yiran Shen, Zhenyu Lao, Lizhen Cui, Hongkai Wen:
LeaD: Learn to Decode Vibration-based Communication for Intelligent Internet of Things. ACM Trans. Sens. Networks 17(3): 26:1-26:25 (2021) - [c37]Lichuan Xiang, Royson Lee, Mohamed S. Abdelfattah, Nicholas D. Lane, Hongkai Wen:
Temporal Kernel Consistency for Blind Video Super-Resolution. ICCVW 2021: 3470-3479 - [i15]Lichuan Xiang, Lukasz Dudziak, Mohamed S. Abdelfattah, Thomas Chau, Nicholas D. Lane, Hongkai Wen:
Zero-Cost Proxies Meet Differentiable Architecture Search. CoRR abs/2106.06799 (2021) - [i14]Lichuan Xiang, Royson Lee, Mohamed S. Abdelfattah, Nicholas D. Lane, Hongkai Wen:
Temporal Kernel Consistency for Blind Video Super-Resolution. CoRR abs/2108.08305 (2021) - [i13]Man Luo, Bowen Du, Konstantin Klemmer, Hongming Zhu, Hongkai Wen:
Deployment Optimization for Shared e-Mobility Systems with Multi-agent Deep Neural Search. CoRR abs/2111.02149 (2021) - 2020
- [j16]Man Luo, Bowen Du, Konstantin Klemmer, Hongming Zhu, Hakan Ferhatosmanoglu, Hongkai Wen:
D3P: Data-driven Demand Prediction for Fast Expanding Electric Vehicle Sharing Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 21:1-21:21 (2020) - [j15]Yiran Shen, Bowen Du
, Weitao Xu
, Chengwen Luo, Bo Wei, Lizhen Cui, Hongkai Wen:
Securing Cyber-Physical Social Interactions on Wrist-Worn Devices. ACM Trans. Sens. Networks 16(2): 19:1-19:22 (2020) - [c36]Royson Lee
, Lukasz Dudziak
, Mohamed S. Abdelfattah
, Stylianos I. Venieris
, Hyeji Kim
, Hongkai Wen
, Nicholas D. Lane
:
Journey Towards Tiny Perceptual Super-Resolution. ECCV (26) 2020: 85-102 - [c35]Liang Du, Jingang Tan, Xiangyang Xue, Lili Chen, Hongkai Wen, Jianfeng Feng, Jiamao Li, Xiaolin Zhang:
3DCFS: Fast and Robust Joint 3D Semantic-Instance Segmentation via Coupled Feature Selection. ICRA 2020: 6868-6875 - [c34]Man Luo, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Bowen Du, Hongkai Wen:
Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning. IJCAI 2020: 1338-1344 - [i12]Liang Du, Jingang Tan, Xiangyang Xue, Lili Chen, Hongkai Wen, Jianfeng Feng, Jiamao Li, Xiaolin Zhang:
3DCFS: Fast and Robust Joint 3D Semantic-Instance Segmentation via Coupled Feature Selection. CoRR abs/2003.00535 (2020) - [i11]Royson Lee, Lukasz Dudziak, Mohamed S. Abdelfattah, Stylianos I. Venieris, Hyeji Kim, Hongkai Wen, Nicholas D. Lane:
Journey Towards Tiny Perceptual Super-Resolution. CoRR abs/2007.04356 (2020)
2010 – 2019
- 2019
- [j14]Ran Zhu
, Zhuoling Xiao, Ying Li, Mingkun Yang, Yawen Tan, Liang Zhou, Shuisheng Lin, Hongkai Wen:
Efficient Human Activity Recognition Solving the Confusing Activities Via Deep Ensemble Learning. IEEE Access 7: 75490-75499 (2019) - [j13]Bo Yang
, Stefano Rosa
, Andrew Markham
, Niki Trigoni
, Hongkai Wen:
Dense 3D Object Reconstruction from a Single Depth View. IEEE Trans. Pattern Anal. Mach. Intell. 41(12): 2820-2834 (2019) - [j12]Yiran Shen
, Hongkai Wen, Chengwen Luo
, Weitao Xu
, Tao Zhang
, Wen Hu
, Daniela Rus:
GaitLock: Protect Virtual and Augmented Reality Headsets Using Gait. IEEE Trans. Dependable Secur. Comput. 16(3): 484-497 (2019) - [j11]Hongkai Wen
, Ronald Clark
, Sen Wang
, Xiaoxuan Lu, Bowen Du
, Wen Hu
, Niki Trigoni
:
Efficient Indoor Positioning with Visual Experiences via Lifelong Learning. IEEE Trans. Mob. Comput. 18(4): 814-829 (2019) - [c33]Yanxiang Wang, Bowen Du, Yiran Shen, Kai Wu, Guangrong Zhao, Jianguo Sun, Hongkai Wen:
EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors. CVPR 2019: 6358-6367 - [c32]Bowen Du, Chris Xiaoxuan Lu, Xuan Kan, Kai Wu, Man Luo, Jianfeng Hou, Kai Li
, Salil S. Kanhere
, Yiran Shen, Hongkai Wen:
HydraDoctor: real-time liquids intake monitoring by collaborative sensing. ICDCN 2019: 213-217 - [c31]Kai Wu, Bowen Du, Man Luo, Hongkai Wen, Yiran Shen, Jianfeng Feng:
Weakly Supervised Brain Lesion Segmentation via Attentional Representation Learning. MICCAI (3) 2019: 211-219 - [c30]Chris Xiaoxuan Lu, Xuan Kan, Bowen Du, Changhao Chen, Hongkai Wen, Andrew Markham, Niki Trigoni
, John A. Stankovic:
Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues. WWW 2019: 1175-1186 - [i10]Man Luo, Hongkai Wen, Yi Luo, Bowen Du, Konstantin Klemmer, Hongming Zhu:
Dynamic Demand Prediction for Expanding Electric Vehicle Sharing Systems: A Graph Sequence Learning Approach. CoRR abs/1903.04051 (2019) - [i9]Chris Xiaoxuan Lu, Xuan Kan, Bowen Du, Changhao Chen, Hongkai Wen, Andrew Markham, Niki Trigoni, John A. Stankovic:
Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues. CoRR abs/1908.09002 (2019) - [i8]Chris Xiaoxuan Lu, Bowen Du, Hongkai Wen, Sen Wang, Andrew Markham, Ivan Martinovic, Yiran Shen, Niki Trigoni:
Snoopy: Sniffing Your Smartwatch Passwords via Deep Sequence Learning. CoRR abs/1912.04836 (2019) - 2018
- [j10]Yiran Shen
, Tao Han, Qing Yang, Xu Yang, Yong Wang, Feng Li, Hongkai Wen
:
CS-CNN: Enabling Robust and Efficient Convolutional Neural Networks Inference for Internet-of-Things Applications. IEEE Access 6: 13439-13448 (2018) - [j9]Yiran Shen
, Chengwen Luo, Dan Yin, Hongkai Wen
, Daniela Rus, Wen Hu:
Privacy-preserving sparse representation classification in cloud-enabled mobile applications. Comput. Networks 133: 59-72 (2018) - [j8]Qing Yang
, Yiran Shen
, Fengyuan Yang, Jianpei Zhang, Wanli Xue, Hongkai Wen
:
HealCam: Energy-efficient and privacy-preserving human vital cycles monitoring on camera-enabled smart devices. Comput. Networks 138: 192-200 (2018) - [j7]Sen Wang
, Ronald Clark, Hongkai Wen
, Niki Trigoni
:
End-to-end, sequence-to-sequence probabilistic visual odometry through deep neural networks. Int. J. Robotics Res. 37(4-5): 513-542 (2018) - [c29]Bo Yang
, Zihang Lai, Xiaoxuan Lu, Shuyu Lin, Hongkai Wen, Andrew Markham, Niki Trigoni
:
Learning 3D Scene Semantics and Structure From a Single Depth Image. CVPR Workshops 2018: 309-312 - [c28]Chris Xiaoxuan Lu, Bowen Du, Peijun Zhao, Hongkai Wen
, Yiran Shen, Andrew Markham, Niki Trigoni
:
Deepauth: in-situ authentication for smartwatches via deeply learned behavioural biometrics. UbiComp 2018: 204-207 - [c27]Ran Zhu
, Zhuoling Xiao, Mo Cheng, Liang Zhou, Bo Yan, Shuisheng Lin, Hongkai Wen:
Deep Ensemble Learning for Human Activity Recognition Using Smartphone. DSP 2018: 1-5 - [c26]Chris Xiaoxuan Lu, Yang Li, Peijun Zhao, Changhao Chen, Linhai Xie, Hongkai Wen
, Rui Tan, Niki Trigoni
:
Simultaneous Localization and Mapping with Power Network Electromagnetic Field. MobiCom 2018: 607-622 - [c25]Yiran Shen, Fengyuan Yang, Bowen Du
, Weitao Xu
, Chengwen Luo, Hongkai Wen
:
Shake-n-Shack: Enabling Secure Data Exchange Between Smart Wearables via Handshakes. PerCom 2018: 1-10 - [c24]Chris Xiaoxuan Lu, Peijun Zhao, Bowen Du, Hongkai Wen
, Andrew Markham, Stefano Rosa
, Niki Trigoni
:
Automatic Face Recognition Adaptation via Ambient Wireless Identifiers. SenSys 2018: 377-378 - [i7]Yiran Shen, Fengyuan Yang, Bowen Du, Weitao Xu, Chengwen Luo, Hongkai Wen:
Shake-n-Shack: Enabling Secure Data Exchange Between Smart Wearables via Handshakes. CoRR abs/1801.07555 (2018) - [i6]Bo Yang, Stefano Rosa, Andrew Markham, Niki Trigoni, Hongkai Wen:
3D Object Dense Reconstruction from a Single Depth View. CoRR abs/1802.00411 (2018) - 2017
- [j6]Chris Xiaoxuan Lu, Bowen Du, Hongkai Wen
, Sen Wang, Andrew Markham, Ivan Martinovic, Yiran Shen, Niki Trigoni
:
Snoopy: Sniffing Your Smartwatch Passwords via Deep Sequence Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(4): 152:1-152:29 (2017) - [c23]Ronald Clark, Sen Wang, Hongkai Wen, Andrew Markham, Niki Trigoni:
VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem. AAAI 2017: 3995-4001 - [c22]Ronald Clark, Sen Wang
, Andrew Markham
, Niki Trigoni
, Hongkai Wen
:
VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization. CVPR 2017: 2652-2660 - [c21]Stefano Rosa
, Xiaoxuan Lu, Hongkai Wen
, Niki Trigoni
:
Leveraging User Activities and Mobile Robots for Semantic Mapping and User Localization. HRI (Companion) 2017: 267-268 - [c20]Bo Yang
, Hongkai Wen
, Sen Wang
, Ronald Clark, Andrew Markham
, Niki Trigoni
:
3D Object Reconstruction from a Single Depth View with Adversarial Learning. ICCV Workshops 2017: 679-688 - [c19]Sen Wang
, Ronald Clark, Hongkai Wen
, Niki Trigoni
:
DeepVO: Towards end-to-end visual odometry with deep Recurrent Convolutional Neural Networks. ICRA 2017: 2043-2050 - [c18]Chris Xiaoxuan Lu, Hongkai Wen
, Sen Wang
, Andrew Markham
, Niki Trigoni
:
SCAN: learning speaker identity from noisy sensor data. IPSN 2017: 67-78 - [c17]Chris Xiaoxuan Lu, Bowen Du, Xuan Kan, Hongkai Wen
, Andrew Markham
, Niki Trigoni
:
VeriNet: User Verification on Smartwatches via Behavior Biometrics. CrowdSenSys@SenSys 2017: 68-73 - [c16]Chris Xiaoxuan Lu, Xuan Kan, Stefano Rosa
, Bowen Du, Hongkai Wen
, Andrew Markham
, Niki Trigoni
:
Towards Self-supervised Face Labeling via Cross-modality Association. SenSys 2017: 70:1-70:2 - [i5]Ronald Clark, Sen Wang, Hongkai Wen, Andrew Markham, Niki Trigoni:
VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem. CoRR abs/1701.08376 (2017) - [i4]Ronald Clark, Sen Wang, Andrew Markham, Niki Trigoni, Hongkai Wen:
VidLoc: 6-DoF Video-Clip Relocalization. CoRR abs/1702.06521 (2017) - [i3]Bo Yang, Hongkai Wen, Sen Wang, Ronald Clark, Andrew Markham, Niki Trigoni:
3D Object Reconstruction from a Single Depth View with Adversarial Learning. CoRR abs/1708.07969 (2017) - [i2]Sen Wang, Ronald Clark, Hongkai Wen, Niki Trigoni:
DeepVO: Towards End-to-End Visual Odometry with Deep Recurrent Convolutional Neural Networks. CoRR abs/1709.08429 (2017) - 2016
- [j5]Yong Wang, Zhuoshi Yang, Jianpei Zhang, Feng Li, Hongkai Wen
, Yiran Shen
:
CS2-Collector: A New Approach for Data Collection in Wireless Sensor Networks Based on Two-Dimensional Compressive Sensing. Sensors 16(8): 1318 (2016) - [c15]Yongtuo Zhang, Wen Hu, Weitao Xu, Hongkai Wen, Chun Tung Chou:
NaviGlass: Indoor Localisation Using Smart Glasses. EWSN 2016: 205-216 - [c14]Ronald Clark, Sen Wang
, Hongkai Wen
, Niki Trigoni
, Andrew Markham
:
Increasing the efficiency of 6-DoF visual localization using multi-modal sensory data. Humanoids 2016: 973-980 - [c13]Hongkai Wen
, Sen Wang
, Ronnie Clark, Savvas Papaioannou
, Niki Trigoni
:
Poster Abstract: Efficient Visual Positioning with Adaptive Parameter Learning. IPSN 2016: 34:1-34:2 - [c12]Sen Wang
, Hongkai Wen
, Ronald Clark, Niki Trigoni
:
Keyframe based large-scale indoor localisation using geomagnetic field and motion pattern. IROS 2016: 1910-1917 - [c11]Xiaoxuan Lu, Hongkai Wen
, Han Zou, Hao Jiang, Lihua Xie, Niki Trigoni
:
Robust occupancy inference with commodity WiFi. WiMob 2016: 1-8 - [i1]Ronald Clark, Sen Wang, Hongkai Wen, Niki Trigoni, Andrew Markham:
Increasing the Efficiency of 6-DoF Visual Localization Using Multi-Modal Sensory Data. CoRR abs/1612.09257 (2016) - 2015
- [j4]Zhuoling Xiao, Hongkai Wen
, Andrew Markham
, Niki Trigoni
:
Robust Indoor Positioning With Lifelong Learning. IEEE J. Sel. Areas Commun. 33(11): 2287-2301 (2015) - [j3]Hongkai Wen
, Zhuoling Xiao, Andrew Markham
, Niki Trigoni
:
Accuracy Estimation for Sensor Systems. IEEE Trans. Mob. Comput. 14(7): 1330-1343 (2015) - [j2]Zhuoling Xiao, Hongkai Wen
, Andrew Markham
, Niki Trigoni
:
Indoor Tracking Using Undirected Graphical Models. IEEE Trans. Mob. Comput. 14(11): 2286-2301 (2015) - [j1]Zhuoling Xiao, Hongkai Wen
, Andrew Markham
, Niki Trigoni
, Phil Blunsom, Jeff Frolik:
Non-Line-of-Sight Identification and Mitigation Using Received Signal Strength. IEEE Trans. Wirel. Commun. 14(3): 1689-1702 (2015) - [c10]Hongkai Wen
, Yiran Shen, Savvas Papaioannou
, Winston Churchill, Niki Trigoni
, Paul Newman:
Opportunistic Radio Assisted Navigation for Autonomous Ground Vehicles. DCOSS 2015: 21-30 - [c9]Savvas Papaioannou
, Hongkai Wen
, Zhuoling Xiao, Andrew Markham
, Niki Trigoni
:
Accurate Positioning via Cross-Modality Training. SenSys 2015: 239-251 - 2014
- [b1]Hongkai Wen:
Accuracy estimation for sensor networks. University of Oxford, UK, 2014 - [c8]Zhuoling Xiao, Hongkai Wen
, Andrew Markham
, Niki Trigoni
:
Robust pedestrian dead reckoning (R-PDR) for arbitrary mobile device placement. IPIN 2014: 187-196 - [c7]Zhuoling Xiao, Hongkai Wen, Andrew Markham, Niki Trigoni:
Lightweight map matching for indoor localisation using conditional random fields. IPSN 2014: 131-142 - [c6]Savvas Papaioannou
, Hongkai Wen
, Andrew Markham
, Niki Trigoni
:
Fusion of Radio and Camera Sensor Data for Accurate Indoor Positioning. MASS 2014: 109-117 - 2013
- [c5]Hongkai Wen
, Zhuoling Xiao, Andrew Colquhoun Symington, Andrew Markham
, Niki Trigoni
:
Comparison of Accuracy Estimation Approaches for Sensor Networks. DCOSS 2013: 28-35 - [c4]Hongkai Wen, Zhuoling Xiao, Niki Trigoni, Phil Blunsom:
On Assessing the Accuracy of Positioning Systems in Indoor Environments. EWSN 2013: 1-17 - [c3]Zhuoling Xiao, Hongkai Wen
, Andrew Markham
, Niki Trigoni, Phil Blunsom, Jeff Frolik:
Identification and mitigation of non-line-of-sight conditions using received signal strength. WiMob 2013: 667-674 - 2012
- [c2]Chengzheng Sun, Hongkai Wen, Hongfei Fan:
Operational transformation for orthogonal conflict resolution in real-time collaborative 2d editing systems. CSCW 2012: 1391-1400 - [c1]Dan Olteanu, Hongkai Wen
:
Ranking Query Answers in Probabilistic Databases: Complexity and Efficient Algorithms. ICDE 2012: 282-293
Coauthor Index
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