I'm Chen Cheng, a PhD candidate at Tokyo Tech, where I blend Wireless Sensing and Computer Vision to push the boundaries of dynamic imaging technologies.
1. C. Chen, Ohta S, Nishio T, et al. "CSI-Inpainter: Enabling Visual Scene Recovery from CSI Time Sequences for Occlusion Removal," IEEE TMCへの投稿中(一次審査通過) (Impact Factor: 7.9)
2. C. Chen, T. Nishio, M. Bennis and J. Park, "RF-Inpainter: Multimodal Image Inpainting Based on Vision and Radio Signals," in IEEE Access, vol. 10, pp. 110689-110700, 2022. (Impact Factor: 3.9)
3. C. Chen, S. Ohta, T. Nishio and M. Wahib., “Adapting CSI-Guided Imaging Across Diverse Environments: An Experimental Study Leveraging Continuous Learning,” Submitted to Proc. IEEE VNC, Kobe, Japan, 2024.
4. S. Ohta, C. Chen, and T. Nishio, “Proactive Millimeter-wave Link Quality Prediction Utilizing Out-of-band Csi Fingerprinting and Supervised Learning: An Experimental Study,” in Proc. IEEE CCNC, Las Vegas, NV, USA, 2024.
5. C. Chen and Y. Shaojun, "The Generation of Large-scale Wireless Sensor Network Model Based on OPNET-EMA," in Proc. IEEE ITIA, Zhenjiang, China, 2020, pp. 1-7.
6. C. Chen, Nishio T, Bennis M, et al. "Multimodal Image Inpainting Using Camera Imagery and WiFi RSSI," IEICE Technical Report, IEICE Tech. Rep., 2023, 122(341): 51-53.
7. C. Chen, Ohta S, Nishio T, et al. "Wireless Signal-guided Image Inpainting with Attention Mechanism," IEICE Technical Report, IEICE Tech. Rep., 2023, 123(31): 23-25.
Grant amount of 2.46 million yen per year, full tuition exemption (助成金額年額246万円、授業料全額免除)
Grant amount of 2.10 million yen per year, full tuition exemption (助成金額年額210万円、授業料全額免除)
Grant amount: 100,000 yen (助成金額約10万円)
"TransRef: Multi-Scale Reference Embedding Transformer for Reference-Guided Image Inpainting"
"Anomaly Detection in 6G-Systems – System and Hardware Level Approaches"
"Auxiliary Generative Adversarial Networks for Controllable Anime Facial Image Synthesis with Illustration2Vec"
1. "Machine Learning-Aided Dual CSI Feedback in Next Generation WLANs"
2. "Attention-based Learning for Sleep Apnea and Limb Movement Detection using WiFi CSI Signals"
Chen received the Outstanding Student Award from the Depart. of ICE, Tokyo Tech.
DetailsChen was selected as a successful applicant of Tokyo Tech Advanced Human Resource Development Fellowship for Doctoral Students in Spring 2023
DetailsResearch plan presentation was held by the Department of ICE and Chen was awarded
DetailsCongratulations to Chen for graduating from National University of Defence Technology
DetailsDetails