Achievements and Awards

Welcome to our Achievements and Awards section. To accelerate innovation in automotive industry and translate research outcomes into practical and viable urban mobility solutions, Continental-NTU Corporate Lab has been working on trailblazing projects, venturing off the beaten path, and striving to shape the future of mobility with diverse ideas, talents, backgrounds and experiences.

We are pleased to share the achievements that Continental-NTU Corporate Lab has made until now.




Technology Disclosure


Patent Applications


Other Awards


  1. Yuekang LI, Hongxu CHEN, Cen ZHANG, Siyang XIONG, Chaoyi LIU and Yi WANG, "Ori: A Greybox Fuzzer for SOME/IP Protocols in Automotive Ethernet", 27th Asia-Pacific Software Engineering Conference (APSEC), 2020
  2. Xiaoshi ZHONG, Erik CAMBRIA and AMIR Hussain, "Does Semantics Aid Syntax? An Empirical Study on Named Entity Recognition and Classification", Neural Computing and Applications, Issue 10,  2021
  3. Mingyue Cui, Christian Wiraja, Mengjia Zheng, Gurvinder Singh, Ken-Tye Yong, and Chenjie Xu, "Recent Progress in Skin-on-a-Chip Platforms", Advanced Therapeutics, Volume 5, Issue 1, 2021
  4. YANG Song, Qiyu KANG and Wee Peng TAY, "Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks", The Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
  5. Guohao Peng, Jun Zhang, Heshan Li and Danwei Wang, "Attentional Pyramid Pooling of Salient Visual Residuals for Place Recognition", IEEE/CVF International Conference on Computer Vision (ICCV), 2021
  6. Ruikang Luo, Yicheng Zhang, Yao Zhou, Hailin Chen, Le Yang, Jianfei Yang and Rong Su, "Deep Learning Approach for Long-Term Prediction of Electric Vehicle (EV) Charging Station Availability", 24th IEEE International Conference on Intelligent Transportation Systems (ITSC), 2021
  7. Yushi Cao, Yan Zheng, Shang-Wei Lin, Yang Liu, Yon Shin Teo, Yuxuan Toh and Vinay Vishnumurthy Adiga, "Automatic HMI Structure Exploration Via Curiosity-Based Reinforcement Learning", 36th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2021
  8. Kang QiYu, Yang Song, Tay Wee Peng and Ding QinXu, "Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks", 35th Conference on Neural Information Processing System (NeurIPS 2021)
  9. Yujie Liu, Yong Liang Guan and David Gonz´alez G., "Near-optimal BEM OTFS receiver with low pilot overhead for high-mobility communications", IEEE Transactions on Communications, Volume 70, Issue 5, 2022
  10. Mengshi Ge, Rui Mao a nd Erik Cambria, "Explainable Metaphor Identification Inspired by Conceptual Metaphor Theory", 36th AAAI Conference on Artificial Intelligence (AAAI-22)
  11. Yangfeng Zhang, Xu Zhu*, Yujie Liu, Yufei Jiang, Yong Liang Guan and Vincent K. N. Lau, "Hierarchical BEM based Channel Estimation with Very Low Pilot Overhead for High Mobility MIMO-OFDM Systems", IEEE Transactions on Vehicular Technology
  12. Yujie Liu, Yong Liang Guan and David González G., "BEM OTFS Receiver with Superimposed Pilots over Channels with Doppler and Delay Spread", IEEE International Conference on Communications (ICC) 2022
  13. Joash Lee En Jie, "Deep Reinforcement Learning for Time Allocation and Directional Transmission in Joint Radar-Communication", 2022 IEEE Wireless Communications and Networking Conference (WCNC)
  14. Liping Huang, Sida Zhao, Ruikang Luo, Rong Su, Mohit Sindhwani, Siew Kiat Chan, George Rosario Dhinesh, "An Incremental Map Matching Approach with Speed Constraints for High Sampling Rate Vehicle Trajectories", IEEE 17th International Conference on Control & Automation (ICCA) 2022
  15. Yaowen Zheng, Yuekang Li*, Cen Zhang, Hongsong Zhu, Yang Liu and Limin Sun*, "Efficient Greybox Fuzzing of Applications in Linux-based IoT Devices via Enhanced User-mode Emulation", 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, ISSTA 2022
  1. A Method For Radar Sensing Using Wireless Communication Signals, Application No. 21 159 355.3
  2. Method and apparatus for determining symbols transmitted via OFDM signals, Application No. 10 2021 116 549.0
  3. Transmitter and receiver for and method of transmitting and receiving symbols over an orthogonal time frequency space communication channel subject to Doppler spread and multipath, Application No. 10 2021 126 321.2
  4. Curiosity-based HMI Software Path Finder, Application No. 10 2021 115 031.0
  5. Method For Automatically Exploring States And Transitions Of A Human Machine Interface (HMI) Device, Application No. 10 2021 132 827.6
  6. Method For Determining An Image Descriptor, Encoding Pipeline, And Visual Places Recognition, Application No. 10 2021 114 555.4
  7. Parameter-efficient Deep Multi-task Learning Method for Embedded Vision Applications, Application No. 17/534,845
  8. Transmitter And Receiver for and method of receiving symbols over time varying channels with Doppler spread, Application No. 10 2022 106 409.3
  9. Face anonymization using a generative adversarial network, Application No. 22166968.2
  10. A method of processing wireless communication signals for use in radar sensing, Application No. 10 2021 132 772.5
  11. Training of a machine learning model for predictive maintenance tasks, Application No. 2210261.0
  12. Method of processing communication signals for use in radar sensing, and apparatus configured to execute the method, Application No. 102022118 553.2
  13. AST-GIN: Attribute-Augmented Spatial-Temporal Graph Informer Network for Electric Vehicle (EV) Charging Station Availability Forecasting, Application No. 10 2022 119 607.0
  14. OTFS Signaling for SCMA with Coordinated Multi-Point Vehicle Communications, Application No. 10 2022 117 815.3
  15. A Device For Receiving A Tactile Input From A User, Application No. 2211930.9
  16. A computer-implemented method for traffic data imputation and applications thereof, Application No. 10 2022 121 820.1
Best Paper Award at ERA Track
  1. Yuekang Li, Hongxu Chen, Cen Zhang, Siyang Xiong, Chaoyi Liu and Yi Wang, "Ori: A Greybox Fuzzer for SOME/IP Protocols in Automotive Ethernet", APSEC 2020 : Asia-Pacific Software Engineering Conference