| 2026 | CHI | The Agentic Ideology: The Rise of the AI Agent. | Zhaoxiang Tong, Yisi Liu |
| 2025 | ACL | RT-VC: Real-Time Zero-Shot Voice Conversion with Speech Articulatory Coding. | Yisi Liu, Chenyang Wang, Hanjo Kim, Raniya Khan, Gopala Anumanchipalli |
| 2025 | CW | Enhancing Egocentric Object Detection in Static Environments using Graph-Based Spatial Anomaly Detection and Correction. | Vishakha Lall, Yisi Liu |
| 2025 | CW | Prompt-and-Check: Using Large Language Models to Evaluate Communication Protocol Compliance in Simulation-Based Training. | Vishakha Lall, Yisi Liu |
| 2025 | CW | Olfactory-Enhanced VR Training with AI-Based Assessment for Safe Ammonia Handling in Maritime Operations. | Yisi Liu, Conrado II Timonera De Los, Soon Ling Tan, Andrew Qihan Chan, Silva Fermin Carlos III De Dios, Edric Yi Sheng Then, Chao Tian, Chee Onn Tham |
| 2025 | CW | Consolidated Competence Assessment of Seafarers Using Eye-Tracking, Speech Analysis, and EEG-Based Stress Evaluation. | Kan Hon Wong, Yisi Liu, Vishakha Lall, Jia Da Lim, Chee Onn Tham, Ashwin Madhav Khandke |
| 2023 | ICASSP | A Fast and Accurate Pitch Estimation Algorithm Based on the Pseudo Wigner-Ville Distribution. | Yisi Liu, Peter Wu, Alan W. Black, Gopala Krishna Anumanchipalli |
| 2022 | HCI | Attention Distribution and Decision-Making in the Process of Robot's Appearance Design and Selection. | Nicholas Hong Li Khoo, Fan Li, Chun-Hsien Chen, Yisi Liu, Fitri Trapsilawati, Olga Sourina |
| 2021 | CW | Subject-Independent Drowsiness Recognition from Single-Channel EEG with an Interpretable CNN-LSTM model. | Jian Cui, Zirui Lan, Tianhu Zheng, Yisi Liu, Olga Sourina, Lipo Wang, Wolfgang Mller-Wittig |
| 2021 | CW | VR-based Training on Handling LNG Related Emergency in the Maritime Industry. | Yisi Liu, Zirui Lan, Benedikt Tschoerner, Satinder Singh Virdi, Fan Li, Jian Cui, Olga Sourina, Daniel Zhang, Wolfgang Mller-Wittig |
| 2021 | SMC | Usability Evaluation of Hybrid 2D-3D Visualization Tools in Basic Air Traffic Control Operations. | Fan Li, Yisi Liu, Gangyan Xu, Jian Cui, Chun-Hsien Chen, Olga Sourina, Henry Johan, Wolfgang Mller-Wittig |
| 2020 | CW | Human Factors Assessment in VR-based Firefighting Training in Maritime: A Pilot Study. | Yisi Liu, Zirui Lan, Benedikt Tschoerner, Satinder Singh Virdi, Jian Cui, Fan Li, Olga Sourina, Daniel Zhang, David Chai, Wolfgang Mller-Wittig |
| 2019 | CW | EEG-Based Cross-Subject Mental Fatigue Recognition. | Yisi Liu, Zirui Lan, Jian Cui, Olga Sourina, Wolfgang Mller-Wittig |
| 2019 | CW | Detection of Humanoid Robot Design Preferences Using EEG and Eye Tracker. | Yisi Liu, Fan Li, Lin Hei Tang, Zirui Lan, Jian Cui, Olga Sourina, Chun-Hsien Chen |
| 2019 | CW | EEG-Based Human Factors Evaluation of Air Traffic Control Operators (ATCOs) for Optimal Training. | Yisi Liu, Zirui Lan, Fitri Trapsilawati, Olga Sourina, Chun-Hsien Chen, Wolfgang Mller-Wittig |
| 2018 | CW | Stable Feature Selection for EEG-based Emotion Recognition. | Zirui Lan, Olga Sourina, Lipo Wang, Yisi Liu, Reinhold Scherer, Gernot R. Mller-Putz |
| 2018 | CW | EEG-based Evaluation of Mental Fatigue Using Machine Learning Algorithms. | Yisi Liu, Zirui Lan, Han Hua Glenn Khoo, Holden King Ho Li, Olga Sourina, Wolfgang Mller-Wittig |
| 2018 | CW | EEG-based Cadets Training and Performance Assessment System in Maritime Virtual Simulator. | Yisi Liu, Zirui Lan, Olga Sourina, Serene Hui Ping Liew, Gopala Krishnan, Dimitrios Konovessis, Hock Eng Ang |
| 2017 | CW | EEG-based Mental Workload and Stress Recognition of Crew Members in Maritime Virtual Simulator: A Case Study. | Yisi Liu, Salem Chandrasekaran Harihara Subramaniam, Olga Sourina, Serene Hui Ping Liew, Gopala Krishnan, Dimitrios Konovessis, Hock Eng Ang |
| 2017 | CW | Neurofeedback Training for Rifle Shooters to Improve Cognitive Ability. | Yisi Liu, Salem Chandrasekaran Harihara Subramaniam, Olga Sourina, Eesha Shah, Joshua Chua, Kirill Ivanov |
| 2017 | SMC | Mobile EEG-based situation awareness recognition for air traffic controllers. | Lee Guan Yeo, Haoqi Sun, Yisi Liu, Fitri Trapsilawati, Olga Sourina, Chun-Hsien Chen, Wolfgang Mller-Wittig, Wei Tech Ang |
| 2016 | CW | Neuroscience Based Design: Fundamentals and Applications. | Olga Sourina, Yisi Liu, Xiyuan Hou, Wei Lun Lim, Wolfgang Mller-Wittig, Lipo Wang, Dimitrios Konovessis, Chun-Hsien Chen, Wei Tech Ang |
| 2016 | SMC | Using Support Vector Regression to estimate valence level from EEG. | Zirui Lan, Gernot R. Mller-Putz, Lipo Wang, Yisi Liu, Olga Sourina, Reinhold Scherer |
| 2016 | SMC | Individual alpha peak frequency based features for subject dependent EEG workload classification. | Wei Lun Lim, Olga Sourina, Lipo Wang, Yisi Liu |
| 2016 | SMC | Assessing haptic video interaction with neurocognitive tools. | Shahzad Rasool, Xiyuan Hou, Yisi Liu, Alexei Sourin, Olga Sourina |
| 2015 | CW | CogniMeter: EEG-based Emotion, Mental Workload and Stress Visual Monitoring. | Xiyuan Hou, Yisi Liu, Olga Sourina, Wolfgang Mller-Wittig |
| 2015 | CW | Prediction of Human Cognitive Abilities Based on EEG Measurements. | Yisi Liu, Wei Lun Lim, Xiyuan Hou, Olga Sourina, Lipo Wang |
| 2015 | SMC | EEG Based Stress Monitoring. | Xiyuan Hou, Yisi Liu, Olga Sourina, Yun Rui Eileen Tan, Lipo Wang, Wolfgang Mller-Wittig |
| 2014 | CW | Stability of Features in Real-Time EEG-based Emotion Recognition Algorithm. | Zirui Lan, Olga Sourina, Lipo Wang, Yisi Liu |
| 2014 | CW | Neurofeedback Games to Improve Cognitive Abilities. | Yisi Liu, Olga Sourina, Xiyuan Hou |
| 2014 | HCI | EEG-enabled Affective Human-Computer Interfaces. | Olga Sourina, Yisi Liu |
| 2014 | SMC | EEG-based subject-dependent emotion recognition algorithm using fractal dimension. | Yisi Liu, Olga Sourina |
| 2013 | ACII | EEG-Based Emotion-Adaptive Advertising. | Yisi Liu, Olga Sourina, Mohammad Rizqi Hafiyyandi |
| 2013 | ACII | EEG-Enabled Affective Applications. | Olga Sourina, Yisi Liu |
| 2013 | CW | EEG Databases for Emotion Recognition. | Yisi Liu, Olga Sourina |
| 2012 | CW | EEG-based Valence Level Recognition for Real-Time Applications. | Yisi Liu, Olga Sourina |
| 2011 | HCI | EEG-Based Personalized Digital Experience. | Olga Sourina, Yisi Liu, Qiang Wang, Minh Khoa Nguyen |
| 2011 | SiggraphA | Emotion-enabled EEG-based interaction. | Olga Sourina, Yisi Liu, Minh Khoa Nguyen |
| 2010 | CW | Real-Time EEG-Based Human Emotion Recognition and Visualization. | Yisi Liu, Olga Sourina, Minh Khoa Nguyen |