Dr. Ou received a Ph.D. in computer science at LMU Munich on April 3rd, 2023. His research focuses on intelligent human-in-the-loop systems and develops machine learning algorithms to exploit human preferential behavior, then support their decision-making process for the greater good. In context, he utilizes efficient and robust engineering practices to explore system design trade-offs that can bring actual impact to real users.

He is also enthusiastic about the open source movement and active in the Go community. For more open-source work, see GitHub profile.

Publications

• 🇬🇧 Changkun Ou, Sven Mayer, Andreas Butz. 2023. The Impact of Expertise in the Loop for Exploring Machine Rationality. In 28th International Conference on Intelligent User Interfaces (IUI ’23), March 27–31, 2023, Sydney, NSW, Australia. ACM, New York, NY, USA, 15 pages. doi:10.1145/3581641.3584040. .
• 🇬🇧 Francesco Chiossi, Changkun Ou, Sven Mayer. 2023. Exploring Physiological Correlates of Visual Complexity Adaptation: Insights from EDA, ECG, and EEG Data for Adaptation Evaluation in VR Adaptive Systems. In the 2023 ACM Conference on Human-Computer Interaction (CHI'23) Extended Abstract. ACM, New York, NY, USA, 6 pages. doi:10.1145/3544549.3585624. .
• 🇬🇧 Francesco Chiossi, Luke Haliburton, Changkun Ou, Andreas Butz, Albrecht Schmidt. 2023. Short-Form Videos Degrade Our Capacity to Retain Intentions: Effect of Context Switching On Prospective Memory. In the 2023 ACM Conference on Human-Computer Interaction (CHI'23). ACM, New York, NY, USA, 14 pages. doi:10.1145/3544548.3580778. .
• 🇬🇧 Dennis Dietz, Carl Oechsner, Changkun Ou, Francesco Chiossi, Fabio Sarto, Sven Mayer, Andreas Butz. 2022. Walk This Beam: Impact of Different Balance Assistance Strategies and Height Exposure on Performance and Physiological Arousal in VR. In 28th ACM Symposium on Virtual Reality Software and Technology (VRST '22). ACM, New York, NY, USA, Article 32, 12 pages. 🏆 Best Paper Award. doi:10.1145/3562939.3567818. .
• 🇬🇧 Changkun Ou, Daniel Buschek, Sven Mayer, Andreas Butz. 2022. The Human in the Infinite Loop: A Case Study on Revealing and Explaining Human-AI Interaction Loop Failures. In Mensch und Computer 2022 (MuC'22). ACM, New York, NY, USA, 11 pages. 🏆 Honorable Mention Award. doi:10.1145/3543758.3543761. .
• 🇬🇧 Julius Girbig, Changkun Ou, and Sylvia Rothe. 2022. Generative 3D Animation Pipelines: Automating Facial Retargeting Workflows. In Workshop on “AI-Generated Characters: Putting Deepfakes to Good Use” of CHI '22: ACM CHI Conference on Human Factors in Computing Systems. New Orleans, LA, USA, 4 pages. doi:10.48550/arXiv.2204.12553.
• 🇬🇧 Changkun Ou. 2022. (Generic) Functional Options Pattern. In the golang.design Initiative Research. 9 pages.
• 🇨🇳 Quancheng Rao, Changkun Ou. 2022. The Handbook of Go Programmer Interview. China Machine Press. ISBN: 9787111702429.
• 🇬🇧 Changkun Ou, Daniel Buschek, Malin Eiband, Andreas Butz. 2021. Modeling Web Browsing Behavior across Tabs and Websites with Tracking and Prediction on the Client Side. arXiv preprint. 10 pages. doi:10.48550/arXiv.2103.04694. .
• 🇬🇧 Changkun Ou. 2021. The Ultimate Channel Abstraction. In the golang.design Initiative Research. 14 pages.
• 🇬🇧 Changkun Ou. 2021. A Concurrent-safe Centralized Pointer Managing Facility. In the golang.design Initiative Research. 14 pages.
• 🇬🇧 Changkun Ou. 2021. Scheduling Function Calls with Zero Allocation. In the golang.design Initiative Research. 16 pages.
• 🇬🇧 Changkun Ou. 2020. Pointers Might Not be Ideal as Arguments. In the golang.design Initiative Research. 10 pages.
• 🇬🇧 Changkun Ou. 2020. Eliminating A Source of Measurement Errors in Benchmarks. In the golang.design Initiative Research. 10 pages.
• 🇬🇧 Kai Holländer, Luca Schellenberg, Changkun Ou, and Andreas Butz. 2020. All Fun and Games: Obtaining Critical Pedestrian Behavior Data from an Online Simulation. In Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems (CHI EA '20). ACM, New York, NY, USA, 9 pages. doi:10.1145/3334480.3382797.
• 🇬🇧 Changkun Ou, Yifei Zhan, Yaxi Chen. 2019. Identifying Malicious Players in GWAP-based Disaster Monitoring Crowdsourcing System. In the 2nd International Conference on Artificial Intelligence and Big Data (ICAIBD). IEEE. New York, NY, USA, 10 pages. 🏆 Best Paper Award. doi:10.1109/ICAIBD.2019.8836972.
• 🇨🇳 🇬🇧 Changkun Ou. 2021. Modern C++ Tutorial: C++11/14/17/20 On the Fly. In GitHub. 89 pages. Website.
• 🇬🇧 Jingyi Li, Changkun Ou, Yong Ma. 2019. Cultivation and Incentivization of HCI Research and Community in China: Taxonomy and Social Endorsements. In Workshop on “HCI in China: Research Agenda, Education Curriculum, Industry Partnership, and Communities Building” of the 2020 CHI Conference on Human Factors in Computing Systems (CHI EA '19). Glasgow, UK, 7 pages.
• 🇬🇧 Changkun Ou. 2018. An Introduction to Recent Mobile Affective Inference Techniques: Methods, Applications and Challenges. In Advanced Seminar Media Computer Science, LMU Munich. 9 pages.
• 🇬🇧 Matthias Geiger, Changkun Ou, Cedric Quintes. 2017. WatchOut: A Road Safety Extension for Pedestrians on a Public Windshield Display. doi:10.48550/arXiv.1905.05390. 5 pages.
• 🇨🇳 Yaxi Chen, Changkun Ou. 2016. Combining Touch Biometrics and Motion Sensors for Hand Posture Recognition and User Authentication System. In Journal of Southwest University for Nationalities (Nature Science Edition). 7 pages.
• 🇨🇳 Yaxi Chen, Changkun Ou, Zhaoyang Guo. 2014. Space interactions based on monocular vision and simple gestures. In Journal of Southwest University for Nationalities (Natural Science Edition). 6 pages.
• 🇬🇧 Changkun Ou, Mu Huang, Mengxin Shi, Jiang Cheng. 2014. A Study in Keep-Right-Except-To-Pass Rule. In the Mathematical Contest in Modeling (MCM). 35 pages. 🏆 Meritorious Winner.

Theses

• 🇬🇧 Changkun Ou. 2023. The Intelligence in the Loop: Empirical Explorations and Reflections. In the Institute of Computer Science. LMU Munich. 109 pages. Ph.D. Dissertation. PDF(soon)
• 🇬🇧 Changkun Ou. 2019. Understanding and Predicting Web Browsing Behavior. In the Institute of Computer Science. LMU Munich. 70 pages. Master Thesis.
• 🇬🇧 🇨🇳 Changkun Ou. 2016. Designing Alternative Contact-free Control Modalities for Smart Watches. In the Institute of Computer Science. Southwest University of Nationalities. 47 pages. Bachelor Thesis. 🏆 Excellent Bachelor Thesis.

Presentations

• 🇬🇧 Changkun Ou. Apr 3, 2023. The Intelligence In the Loop: Empirical Explorations and Reflections. [PDF(soon)]
• 🇬🇧 Changkun Ou. Mar 29, 2023. The Impact of Expertise In the Loop for Exploring Machine Rationality.
• 🇬🇧 Changkun Ou. Sep 6, 2022. The Human in the Infinite Loop: A Case Study on Revealing and Explaining Human-AI Interaction Loop Failures.
• 🇬🇧 Changkun Ou. April 04, 2022. The Decision Maker's Dilemma: or how I stopped struggling with possible choices.
• 🇨🇳 Changkun Ou. Mar 30, 2022. Go 1.18 中的泛型.
• 🇨🇳 Changkun Ou. Mar 21, 2022. 什么是理性的社区讨论?
• 🇬🇧 Changkun Ou. Oct 15, 2021. Can we compute free will?
• 🇬🇧 Changkun Ou. Mar 15, 2021. Delicate Dance: Preferences in Interactive Meshing.
• 🇬🇧 Changkun Ou. Oct 7, 2020. A Future of Polygon Reduction.
• 🇨🇳 Changkun Ou. Mar 26, 2020 对 Go 程序进行可靠的性能测试.
• 🇨🇳 Changkun Ou. Mar 18, 2020. Go 2 Generics? A (P)review.
• 🇨🇳 Changkun Ou. Jan 2, 2020. time.Timer 源码分析.
• 🇬🇧 Changkun Ou. Dec 19, 2019. Online Multimedia: Technological Outlook.
• 🇨🇳 Changkun Ou. Nov 10, 2019. Understanding Communicating Sequential Processes.
• 🇬🇧 Changkun Ou. Oct 9, 2019. Simplicity is Complicated: On the Balance of Performance and Knobs.
• 🇨🇳 Changkun Ou. Sep 12, 2019. Real-world Go Concurrency Bugs.
• 🇨🇳 Changkun Ou. Aug 22, 2019. channel/select 源码分析.
• 🇩🇪 Changkun Ou. Jul 8, 2019. Buchungstermin schneller im Kreisverwaltungsreferat.
• 🇨🇳 Changkun Ou. May 27, 2019. 给研究生的学术建议.
• 🇬🇧 Changkun Ou. May 26, 2019. Identifying Malicious Players in GWAP-based Disaster Monitoring Crowdsourcing System.
• 🇬🇧 Changkun Ou. Apr 3, 2019. A Glimpse to the Advances of Mesh Representation Learning.
• 🇬🇧 Changkun Ou. Jan 8, 2019. Understanding and Predicting Web Clickstreams.
• 🇬🇧 Changkun Ou. May 24, 2018. On the Development of Qualified UX Metric.
• 🇬🇧 Changkun Ou. Mar 13, 2018. Capsule Network with Routing Mechanism: Part 2 Matrix Capsules.
• 🇬🇧 Changkun Ou. Feb 26, 2018. Mobile Affective Inference: Methods, Applications and Challenges.
• 🇬🇧 Changkun Ou. Feb 10, 2017. Understanding Generalization in Deep Learning.
• 🇬🇧 Changkun Ou. Dec 17, 2017. Capsule Network with Routing Mechanism: Part 1 Dynamic Routing.
• 🇬🇧 Hermann Redich, Patrick Börzel, Isabella Galter, Collin Leiber, and Changkun Ou. Dec 07, 2017. Convolutional Neural Network: from Zero to Hero.
• 🇨🇳 Changkun Ou. Sep 12, 2017. 我在德国学习人机交互的一年.
• 🇨🇳 Changkun Ou. May 17, 2016. 智能手表的非接触备择交互模式的设计.

Teaching

• 🇬🇧 Changkun Ou. 2020, 2021, 2022. Computer Graphics Tutorial. Assistant. LMU Munich.
• 🇬🇧 Changkun Ou. 2020, 2021. Practical Geometry Processing. Instructor. LMU Munich.
• 🇬🇧 Changkun Ou. 2022. Lecture Information Visualization. Assistant. LMU Munich.
• 🇬🇧 Changkun Ou. 2020. Seminar Advances in Computer Graphics. Assistant. LMU Munich.
• 🇬🇧 Changkun Ou. 2019. Seminar Advanced Media Informatics. Assistant. LMU Munich.
• 🇬🇧 Changkun Ou. 2018. Lecture Deep Learning and Artificial Intelligence. Tutor. LMU Munich.
• 🇬🇧 Changkun Ou. 2018. Lecture Machine Learning. Tutor. LMU Munich.

Awards

• 2023: Gary Marsden Travel Award, ACM
• 2022: Best Paper Award, VRST 2022
• 2022: Honorable Mention Award, MuC 2022
• 2020: Papers with Special Recognitions for Outstanding Reviews, CHI2020
• 2019: Best Paper Award, ICAIBD2019
• 2016: Excellent Bachelor Thesis
• 2014: MCM Meritorious Winner

Scientific Activities

Reviewer

• CHI (2020, 2021, 2022, 2023)
• INTERACT (2021)
• ICMI (2022)
• IMWUT (2022)

Student Volunteer

• CHI (2020)
• Smart Graphics (2015)

Attending

• AMP Winter School 2022 on Philosophy of Science (Oberstdorf, Germany) Website
• AMP Winter School 2020 on How Artificial Intelligence Impacts User-Centered Innovation Processes (Oberstdorf, Germany) Website
• CIX Summer School 2019 on Computational Interaction (New York, USA) Website

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