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Number of items: 40.
Journal Article
Zhang, Xian, Wang, Yong, Yang, Qing, Shen, Yiran and Wen, Hongkai (2024) EV-Perturb : event-stream perturbation for privacy-preserving classification with dynamic vision sensors. Multimedia Tools and Applications, 83 . pp. 16823-16847. doi:10.1007/s11042-023-15743-w ISSN 1380-7501.
Zhao, Guangron, Shen, Yiran, Chen, Ning, Hu, Pengfei, Liu, Lei and Wen, Hongkai (2024) EV-Tach : a handheld rotational speed estimation system with event camera. IEEE Transaction on Mobile Computing . ISSN 1536-1233. (In Press)
Li, Xuanxuan, Lu, Yiping, Liu, Li, Wang, Dongdong, Zhao, Yajing, Mei, Nan, Geng, Daoying, Ma, Xin, Zheng, Weiwei, Duan, Shaofeng, Wu, Pu-Yeh, Wen, Hongkai, Tan, Yongli, Sun, Xiaogang, Sun, Shibin, Li, Zhiwei, Yu, Tonggang and Yin, Bo (2023) Predicting peritumoral edema development after gamma knife radiosurgery of meningiomas using machine learning methods : a multicenter study. European Radiology, 33 . pp. 8912-8924. doi:10.1007/s00330-023-09955-9 ISSN 0938-7994.
Luo, Man, Du, Bowen, Zhang, Wenzhe, Song, Tianyou, Liu, Kun, Zhu, Hongming, Birkin, Mark and Wen, Hongkai (2023) Fleet rebalancing for expanding shared e-mobility systems : a multi-agent deep reinforcement learning approach. IEEE Transactions on Intelligent Transportation Systems, 24 (4). pp. 3868-3881. doi:10.1109/TITS.2022.3233422 ISSN 1524-9050.
Luo, Man, Du, Bowen, Zhang, Wenzhe, Song, Tianyou, Li, Kun, Zhu, Hongming, Birkin, Mark and Wen, Hongkai (2023) Fleet rebalancing for expanding shared e-mobility systems : a multi-agent deep reinforcement learning approach. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 24 (4). pp. 3868-3881. doi:10.1109/TITS.2022.3233422 ISSN 1524-9050.
Wang, Yanxiang, Zhang, Xian, Shen, Yiran, Du, Bowen, Zhao, Guangrong, Cui, Lizhen and Wen , Hongkai (2022) Event-stream representation for human gaits identification using deep neural networks. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44 (7). pp. 3436-3449. doi:10.1109/TPAMI.2021.3054886 ISSN 0162-8828.
Luo, Man, Du, Bowen, Klemmer, Konstantin, Zhu, Hongming and Wen, Hongkai (2022) Deployment optimization for shared e-mobility systems with multi-agent deep neural search. IEEE Transactions on Intelligent Transportation Systems, 23 (3). pp. 2549-2560. doi:10.1109/TITS.2021.3125745 ISSN 1524-9050.
Zhao, Guangrong, Du, Bowen, Shen, Yiran, Lao, Zhenyu, Cui, Lizhen and Wen, Hongkai (2021) LeaD : Learn to decode vibration-based communication for intelligent Internet of Things. ACM Transactions on Sensor Networks, 17 (3). pp. 1-25. doi:10.1145/3440250 ISSN 1550-4867.
Luo, Man, Du, Bowen, Klemmer, Konstantin, Zhu, Hongming, Ferhatosmanoglu, Hakan and Wen, Hongkai (2020) D3P : Data-driven demand prediction for fast expanding electric vehicle sharing systems. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 4 (1). 21. doi:10.1145/3381005 ISSN 2474-9567.
Yang, Bo, Rosa, Stefano, Markham, Andrew, Trigoni, Niki and Wen, Hongkai (2019) Dense 3D object reconstruction from a single depth view. IEEE Transactions on Pattern Analysis and Machine Intelligence, 41 (12). pp. 2820-2834. doi:10.1109/TPAMI.2018.2868195 ISSN 0162-8828.
Wen, Hongkai, Clark, Ronald, Wang, Sen, Lu, Xiaoxuan, Du, Bowen, Hu, Wen and Trigoni, Niki (2019) Efficient indoor positioning with visual experiences via lifelong learning. IEEE Transactions on Mobile Computing, 18 (4). pp. 814-829. doi:10.1109/TMC.2018.2852645 ISSN 1536-1233.
Cheng, Wei, Rolls, Edmund T., Robbins, Trevor W., Gong, Weikang, Liu, Zhaowen, Lv, Wujun, Du, Jingnan, Wen, Hongkai, Ma, Liang, Quinlan, Erin Burke, Garavan, Hugh, Artiges, Eric, Papadopoulos Orfanos, Dimitri, Smolka, Michael N., Schumann, Gunter, Kendrick, Keith and Feng, Jianfeng (2019) Decreased brain connectivity in smoking contrasts with increased connectivity in drinking. eLife, 8 . e40765. doi:10.7554/elife.40765 ISSN 2050-084X.
Shen, Yiran, Han, Tao, Yang, Qing, Yang, Xu, Wang, Yong, Li, Feng and Wen, Hongkai (2018) CS-CNN: Enabling Robust and Efficient Convolutional Neural Networks Inference for Internet-of-Things Applications. IEEE Access, 6 . pp. 13439-13448. doi:10.1109/ACCESS.2018.2810264 ISSN 2169-3536.
Shen, Yiran, Wen, Hongkai, Luo, Chengwen, Xu, Weitao, Zhang, Tao, Hu, Wen and Rus, Daniela (2018) GaitLock: Protect Virtual and Augmented Reality Headsets Using Gait. IEEE Transactions on Dependable and Secure Computing, 16 (3). pp. 484-497. doi:10.1109/TDSC.2018.2800048 ISSN 1545-5971.
Conference Item
Gan, Shiwen, Yin, Yafeng, Jiang, Zhiwei, Wen, Hongkai, Xie, Lei and Lu, Sanglu (2024) SignGraph : a sign sequence is worth graphs of nodes. In: CVPR 2024, Seattle, WA, 17-21 Jun 2024. Published in: Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (In Press)
Pham, Hoang, Ta, The-Anh, Liu, Shiwei, Xiang, Lichuan, Dung, D. Le, Wen, Hongkai and Tran-Thanh, Long (2023) Towards data-agnostic pruning at initialization : what makes a good sparse mask? In: Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, 10-16 Dec 2023, 13 (In Press)
Zhao, Grangrong, Yang, Yurun, Liu, Jingwei, Chen, Ning, Shen, Yiran, Wen, Hongkai and Lan, Guohao (2023) EV-Eye : Rethinking high-frequency eye tracking through the lenses of event cameras. In: Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023, New Orleans, USA, 10-16 Dec 2023 (In Press)
Xiang, Lichuan, Dudziak, Łukasz, Abdelfattah, Mohamed S., Chau, Thomas, Lane, Nicholas D. and Wen, Hongkai (2023) Zero-cost operation scoring in differentiable architecture search. In: Thirty-Seventh AAAI Conference on Artificial Intelligence, Washington, DC, USA, 7-14 Feb 2023. Published in: Proceedings of the AAAI Conference on Artificial Intelligence, 37 (9). pp. 10453-10463. doi:10.1609/aaai.v37i9.26243
Xiang, Lichuan, Hunter, Rosco, Dudziak, Łukasz, Xu, Minghao and Wen, Hongkai (2023) Exploiting network compressibility and topology in zero-cost NAS. In: International Conference on Automated Machine Learning (AutoML 2023), Potsdam/Berlin, Germany, 12–15 Sep 2023 (In Press)
Chau, Thomas, Dudziak, Łukasz, Wen, Hongkai, Lane, Nicholas D. and Abdelfattah, Mohamed S. (2022) BLOX : macro neural architecture search benchmark and algorithms. In: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Hybrid ; New Orleans, 28 Nov - 9 Dec 2022. Published in: Advances in Neural Information Processing Systems (NeurIPS 2022), 35 ISBN 9781713845393.
Chau, Thomas C. P., Dudziak, Lukasz, Wen, Hongkai, Lane, Nicholas Donald and Abdelfattah, Mohamed S. (2022) BLOX : micro neural architecture search benchmark and algorithms. In: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Hybrid ; New Orleans, 28 Nov - 9 Dec 2022
Lee, Royson, Dudziak, Łukasz, Abdelfattah, Mohamed , Venieris, Stylianos I. , Kim, Hyeji , Wen, Hongkai and Lane, Nicholas D. (2020) Journey towards tiny perceptual super-resolution. In: 16th European Conference on Computer Vision, Virtual conference, 23-28 Aug 2020. Published in: Computer Vision – ECCV 2020 : 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVI, 12371 pp. 85-102. ISBN 9783030585730. doi:10.1007/978-3-030-58574-7_6
Du, Liang, Tan, Jingang, Xue, Xiangyang, Chen, Lili, Wen, Hongkai, Feng, Jianfeng, Li, Jiamao and Zhang, Xiaolin (2020) 3DCFS : Fast and robust joint 3D semantic-instance segmentation via coupled feature selection. In: IEEE International Conference on Robotics and Automaion, Paris, France, 31 May - 4 Jun 2020. Published in: 2020 IEEE International Conference on Robotics and Automation (ICRA) ISBN 9781728173962. doi:10.1109/ICRA40945.2020.9197242 ISSN 1050-4729.
Wang, Yanxiang, Du, Bowen, Shen, Yiran, Wu, Kai, Zhao, Guangrong, Sun, Jianguo and Wen, Hongkai (2020) EV-Gait : Event-based robust gait recognition using dynamic vision sensors. In: 2019 IEEE International Conference on Computer Vision and Pattern Recognition, Long Beach, CA, 15-20 Jun 2019. Published in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ISBN 9781728132945. doi:10.1109/CVPR.2019.00652 ISSN 2575-7075.
Luo, Man, Zhang, Wenzhe, Song, Tianyou, Li, Kun, Zhu, Hongming, Du, Bowen and Wen, Hongkai (2020) Rebalancing expanding EV sharing systems with deep reinforcement learning. In: International Joint Conference on Artificial Intelligence, Yokohama, Japan, 11-17 Jul 2020. Published in: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence pp. 1338-1344. doi:10.24963/ijcai.2020/186
Wu, Kai, Du, Bowen, Luo, Man, Wen, Hongkai, Shen, Yiran and Feng, Jianfeng (2019) Weakly supervised brain lesion segmentation via attentional representation learning. In: 22nd International Conference on Medical Image Computing and Computer Assisted Intervention, Shenzhen, China, 13-17 Oct 2019. Published in: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, 11766 ISBN 9783030322472. doi:10.1007/978-3-030-32248-9_24
Zhu, Ran, Xiao, Zhuoling, Cheng, Mo, Zhou, Liangzhi, Yang, Bo, Lin, Shuisheng and Wen, Hongkai (2019) Deep Ensemble Learning for Human Activity Recognition Using Smartphone. In: 2018 IEEE 23rd International Conference on Digital Signal Processing (DSP), Shanghai, China, 19-21 November 2018 pp. 1-5. doi:10.1109/ICDSP.2018.8631677
Lu, Chris Xiaoxuan , Kan , Xuan , Du, Bowen, Chen , Changhao , Wen , Hongkai, Markham , Andrew , Trigoni , Niki and Stankovic , John (2019) Autonomous learning for face recognition in the wild via ambient wireless cues. In: The Web Conference 2019, San Francisco, 13-17 May 2019. Published in: Proceedings of WWW '19 The World Wide Web Conference 1175-1186 . doi:10.1145/3308558.3313398
Du, Bowen, Wen, Hongkai, Lu, Chris Xiaoxuan, Kan, Xuan, Wu, Kai, Luo, Man, Hou, Jianfeng, Li, Kai, Kanhere, Salil and Shen, Yiran (2019) HydraDoctor : Real-time liquids intake monitoring by collaborative sensing. In: 20th International Conference on Distributed Computing and Networking (ICDCN 2019) , Bangalore, India, 4-7 January 2019. Published in: ICDCN '19 Proceedings of the 20th International Conference on Distributed Computing and Networking pp. 213-217. ISBN 9781450363723. doi:10.1145/3288599.3288635
Lu, Chris Xiaoxuan, Zhao, Peijun, Du, Bowen, Wen, Hongkai, Markham, Andrew, Rosa, Stefano and Trigoni, Niki (2018) Automatic face recognition adaptation via ambient wireless identifiers. In: SenSys 2018, Shenzhen, China, 4-7 Nov 2018. Published in: SenSys '18 Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems pp. 377-378. doi:10.1145/3274783.3275191
Xiaoxuan Lu , Chris, Du, Bowen, Zhao, Peijun, Wen, Hongkai, Shen, Yiran, Markham, Andrew and Trigoni, Niki (2018) DeepAuth : in-situ authentication for smartwatches via deeply learned behavioural biometrics. In: ISWC '18 : International Symposium on Wearable Computers, Singapore, 8–12 Oct 2018. Published in: ISWC '18: Proceedings of the 2018 ACM International Symposium on Wearable Computers pp. 204-207. ISBN 9781450359672. doi:10.1145/3267242.3267252
Xiaoxuan Lu, Chris , Li, Yang, Zhao, Peijun, Chen, Changhao, Xie, Linhai, Tan, Rui, Wen, Hongkai and Trigoni, Niki (2018) Simultaneous localization and mapping with power network electromagnetic field. In: MobiCom 2018 : The 24th Annual International Conference on Mobile Computing and Networking, New Delhi, India, 29 Oct - 2 Nov 2018 pp. 607-622. ISBN 9781450359030. doi:10.1145/3241539.3241540
Shen, Yiran, Yang, Fengyuan, Du, Bowen, Xu, Weitao, Luo, Chengwen and Wen, Hongkai (2018) Shake-n-shack : enabling secure data exchange between Smart Wearables via handshakes. In: PERCOM18, Athens, Greece, 19-23 Mar 2018. Published in: 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom) doi:10.1109/PERCOM.2018.8444579 ISSN 2474-249X.
Xiaoxuan Lu, Chris, Bowen, Du, Wen, Hongkai, Wang, Sen, Markham, Andrew, Martinovic, Ivan, Shen, Yiran and Trigoni, Niki (2017) Snoopy : sniffing your smartwatch passwords via deep sequence learning. In: Ubicomp ’18: The 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Singapore, 8-12 Oct 2018. Published in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 1 (4). p. 152. doi:10.1145/3161196
Wang, Sen, Clark, Ronald, Wen, Hongkai and Trigoni, Niki (2017) DeepVO : towards end-to-end visual odometry with deep recurrent convolutional neural networks. In: 2017 IEEE International Conference on Robotics and Automation, Singapore, 29 May - 3 June 2017. Published in: 2017 IEEE International Conference on Robotics and Automation (ICRA) ISBN 9781509046348. doi:10.1109/ICRA.2017.7989236
Clark, Ronald, Wang, Sen, Markham, Andrew, Trigoni, Niki and Wen, Hongkai (2017) Vidloc : a deep spatio-temporal model for 6-dof video-clip relocalization. In: CVPR, Honolulu, Hawaii, 22-25 Jul 2017. Published in: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1 pp. 2652-2660. doi:10.1109/CVPR.2017.284
Lu, Chris Xiaoxuan, Wen, Hongkai, Wang, Sen, Markham, Andrew and Trigoni, Niki (2017) SCAN : learning speaker identity from noisy sensor data. In: 16th International Conference on Information Processing in Sensor Networks, Pittsburgh, Pennsylvania, USA, 18-21 Apr 2017 . Published in: 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 2017 pp. 67-78. ISBN 9781450348904 . doi:10.1145/3055031.3055073
Clark, Ronald, Wang, Sen, Wen, Hongkai, Markham, Andrew and Trigoni, Niki (2017) VINet : Visual-inertial odometry as a sequence-to-sequence learning problem. In: Thirty-First AAAI Conference on Artificial Intelligence, San Francisco, California, 4-9 Feb 2017. Published in: Proceedings of Thirty-First AAAI Conference on Artificial Intelligence pp. 3995-4001. ISBN 9781577357834. doi:10.5555/3298023.3298149
Rosa, Stefano, Lu, Xiaoxuan, Wen, Hongkai and Trigoni, Niki (2017) Leveraging user activities and mobile robots for semantic mapping and user localization. In: 2017 Conference on Human-Robot Interaction, Singapore, 29 May - 3 June 2017 ISBN 9781450348850.
Lu, Xiaoxuan, Wen, Hongkai, Zou, Han, Jiang, Hao, Xie, Lihua and Trigoni, Niki (2016) Robust occupancy inference with commodity WiFi. In: IEEE 12th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), New York City, USA, 17-19 Oct 2016. Published in: IEEE 12th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)
This list was generated on Thu Mar 28 15:42:40 2024 GMT.