Service in Professional Organizations

  • Editor-in-Chief, IEEE CTSoc News on Consumer Technology (NCT), since 2021.
  • Director, Taiwanese Association for Innovative Applications of Multimedia and Artificial Intelligence (TaiMMAI), since 2021.
  • Governing Board Member, International Association for Pattern Recognition (IAPR), since 2019.
  • Executive Director, Chinese Image Processing and Pattern Recognition Society, since 2019.
  • Supervisor, Taiwan FinTech Association, since 2017.
  • Director, Taiwan Computer-Human Interaction Society, since 2016.
  • Chair, IEEE Circuits and Systems Society: Multimedia Systems & Applications (MSA) Technical Committee, since 2021.
  • Chair-Elect, IEEE Circuits and Systems Society: Multimedia Systems & Applications (MSA) Technical Committee, 2019-2021.
  • Elected Member, IEEE Signal Processing Society: Multimedia Signal Processing (MMSP) Technical Committee, since 2018.
  • Elected Member, IEEE Circuits and Systems Society: Multimedia Systems & Applications (MSA) Technical Committee, since 2015.
  • Elected Member, IEEE Circuits and Systems Society: Visual Signal Processing and Communications (VSPC) Technical Committee, since 2015.
  • Member, IEEE Signal Processing Society: Autonomous Systems Initiative (ASI), since 2019.
  • Member, IEEE Computer Society: Technical Committee on Multimedia Computing (TCMC), since 2018.
  • Member, China Society of Image and Graphics: Technical Committee of Multimedia, since 2018.
  • Elected Member, APSIPA Signal Processing Systems: Design and Implementation (SPS) Technical Committee, 2015-2017.
  • Elected Member, China Computer Federation: Technical Committee of Multimedia Technology (TCMT), since 2015.
  • Appointed Member, APSIPA Friend Lab Promotion Committee (FPC), since 2015.

Journal Editorship & Reviewer

  • Journal Editorship
    • Associate Editor, IEEE Transactions on Multimedia, since 2019.
    • Associate Editor, IEEE Multimedia, since 2018.
    • Associate Editor, Pattern Recognition Letters, since 2021.
    • Associate Editor, Multimedia Systems, since 2021.
    • Associate Editor, Elsevier Signal Processing: Image Communication, since 2018.
    • Associate Editor, IEICE Transactions on Information and Systems, since 2018.
    • Guest Editor, Pattern Recognition Letters (Special Issue on Face-based Emotion Understanding), 2021.
    • Guest Editor, ACM Transactions on Multimedia Computing, Communications, and Applications (Special Issue on Explainable AI on Multimedia Computing), 2020.
    • Guest Editor, IEEE Multimedia (Special Issue on Urban Multimedia Computing: Emerging Methods in Multimedia Computing for Urban Data Analysis and Applications), 2019.
    • Guest Editor, Elsevier Information Processing & Management (Special Issue on Deep Learning for Multi-modal Social Media Analysis and Applications), 2019.
    • Guest Editor, IEEE Access (Special Issue on Security, Privacy, and Trust Management in Smart Cities), 2018.
    • Guest Editor, Sensors (Special Issue on Advances in Intelligent Single/Multiple Sensing Systems and Applications), 2018.
    • Guest Editor, APSIPA Transactions on Signal and Information Processing (Special Issue on Deep Learning-based Detection and Recognition for Perceptual Tasks with Applications), 2018.
    • Guest Editor, EURASIP Journal on Image and Video Processing (Special Issue on Mobile Image and Video Processing), 2016.
    • Guest Editor, Multimedia Systems (Special Issue on Multimedia Cloud Computing for Smarter Cities), 2016.
    • Guest Editor, International Journal of Distributed Sensor Networks (Special Issue on Sensor-Web Technologies, Applications and Services), 2015.
    • Guest Editor, Advances in Multimedia (Special Issue on Multimedia Semantics Analysis via Crowdsourcing Geo-Context), 2011.
  • Journal Reviewer
    • ACM Transactions on Multimedia Computing, Communications and Applications
    • ACM Transactions on Intelligent Systems and Technology
    • IEEE Signal Processing Letters
    • IEEE Multimedia
    • IEEE Transactions on Multimedia
    • IEEE Transactions on Knowledge and Data Engineering
    • IEEE Transactions on Circuits and Systems for Video Technology
    • IEEE Transactions on Image Processing
    • IEEE Transactions on Signal Processing
    • IEEE Transactions on Big Data
    • IEEE Transactions on Information Forensics and Security
    • IEEE Transactions on Circuits and Systems II
    • IEEE Transactions on Neural Networks and Learning Systems
    • IEEE Transactions on Medical Imaging
    • IEEE Transactions on Industrial Electronics
    • IEEE Transactions on Instrumentation and Measurement
    • IEEE Sensors Journal
    • IEEE Journal of Biomedical and Health Informatics
    • Elsevier Image and Vision Computing
    • Elsevier Information Sciences
    • Elsevier Journal of Parallel and Distributed Computing
    • The Visual Computer
    • Computers in Industry
    • Computer Graphics Forum
    • International Journal of Information Technology & Decision Making
    • Pattern Recognition
    • Human-centric Computing and Information Sciences
    • Journal of Ambient Intelligence and Humanized Computing
    • Neural Computing and Applications
    • Journal of Signal Processing Systems
    • Multimedia Systems
    • Journal of Visual Communication and Image Representation
    • EURASIP Journal on Advances in Signal Processing
    • IEICE Transactions on Information and Systems
    • Computer Methods and Programs in Biomedicine
    • Applied Computing and Informatics
    • IET Computer Vision
    • IETE Technical Review
    • Journal of Information Science and Engineering
    • Journal of Computer Science and Technology
    • Journal of Visual Languages and Computing
    • Advances in Multimedia
    • Journal of Multimedia
    • International Journal of Computer Mathematics
    • International Journal of Automation and Smart Technology
    • International Journal of Electrical Engineering
    • International Journal of Digital Multimedia Broadcasting
    • International Journal of Pattern Recognition and Artificial Intelligence
    • Journal of Internet Technology
    • Advanced Engineering Informatics
    • Recent Patents on Computer Science
    • Current Bioinformatics
    • Physical Communication

Conference Activities

  • Steering Committee
    • Steering Committee Member, International Conference on Multimedia Modeling (MMM), since 2018.
    • Steering Committee Member, ACM Multimedia Asia Conference (ACMMM Asia), since 2017.
  • Chair/Co-Chair
    • Keynote Chair, IEEE International Conference on Image Processing (ICIP 2023), 2023.
    • Area Chair, ACM International Conference on Multimedia (MM 2022), 2022.
    • General Chair, ACM International Conference on Multimedia Retrieval (ICMR 2021), 2021.
    • Industry Expo Chair, IEEE International Conference on Multimedia & Expo (ICME 2021), 2021.
    • Area Chair for "Multimedia Analysis and Understanding", IEEE International Conference on Multimedia & Expo (ICME 2021), 2021.
    • Technical Program Chair, IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2021.
    • General Chair, Facial Micro-Expression (FME) Workshop and Challenge, in conjunction with the 2021 ACM International Conference on Multimedia (MM 2021), 2021.
    • Technical Program Chair, IEEE International Conference on Multimedia & Expo (ICME 2020), 2020.
    • General Chair, 26th International Conference on Multimedia Modeling (MMM 2020), 2020.
    • Area Chair, ACM International Conference on Multimedia (MM 2020), 2020.
    • General Chair, 1st ACM Workshop on Aesthetic and Technical Quality Assessment of Multimedia, in conjunction with the 2020 ACM International Conference on Multimedia (MM 2020), 2020.
    • Special Session Chair, APSIPA Annual Summit and Conference (ASC 2020), 2020.
    • General Chair, 2nd IEEE Workshop Artificial Intelligence for Art Creation (AIArt 2020), in conjunction with the 2020 IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR 2020), 2020.
    • General Chair, 33rd IPPR Conf. Computer Vision, Graphics, and Image Processing (CVGIP 2020), 2020.
    • General Chair, 21th IEEE International Workshop on Multimedia Signal Processing (MMSP 2019), 2019.
    • Technical Program Chair, 25th International Conference on Multimedia Modeling (MMM 2019), 2019.
    • Technical Program Chair, International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2019), 2019.
    • Innovation Chair, IEEE International Conference on Image Processing (ICIP 2019), 2019.
    • Area Chair, IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2019), 2019.
    • Demo Chair, ACM International Conference on Multimedia Retrieval (ICMR 2019), 2019.
    • General Chair, 6th IEEE International Workshop on Mobile Multimedia Computing (MMC 2019), in conjunction with the 2019 IEEE International Conference on Multimedia & Expo (ICME 2019), 2019.
    • General Chair, 1th IEEE International Workshop on AI Technology for Visual Fashion Computation, in conjunction with the 2019 IEEE International Conference on Multimedia & Expo (ICME 2019), 2019.
    • General Chair, 1th IEEE Workshop Artificial Intelligence for Art Creation (AIArt 2019), in conjunction with the 2019 IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR 2019), 2019.
    • Area Chair for "Emotional and Social Signals in Multimedia", ACM International Conference on Multimedia (MM 2018), 2018.
    • Area Chair for "Image and Video Interpretation and Understanding" and "Image & Video Analysis", IEEE International Conference on Image Processing (ICIP 2018), 2018.
    • Publication Chair, ACM International Conference on Multimedia (MM 2018), 2018.
    • Technical Program Chair, IEEE International Conference on Visual Communications and Image Processing (VCIP 2018), 2018.
    • Technical Program Chair, Pacific-Rim Conference on Multimedia (PCM 2018), 2018.
    • Area Chair, IEEE International Conference on Multimedia & Expo (ICME 2018), 2018.
    • General Chair, International Workshop on AI Aesthetics in Art and Media, in conjunction with the 2018 Asian Conference on Computer Vision (ACCV 2018), 2018.
    • General Chair, 5th IEEE International Workshop on Mobile Multimedia Computing (MMC 2018), in conjunction with the 2018 IEEE International Conference on Multimedia & Expo (ICME 2018), 2018.
    • Technical Program Chair, 31th IPPR Conf. Computer Vision, Graphics, and Image Processing (CVGIP 2018), 2018.
    • General Chair, Computer Graphics Workshop (CGW 2018), 2018.
    • Travel Grant Chair, ACM International Conference on Multimedia (MM 2017), 2017.
    • Founder and Organizer, ACM Social Media Prediction (SMP) Multimedia Grand Challenge, 2017.
    • Publication Chair, IEEE International Conference on Visual Communications and Image Processing (VCIP 2017), 2017.
    • Publication Chair, IEEE International Conference on Smart Computing (SMARTCOMP 2017), 2017.
    • Publication Chair, Pacific-Rim Conference on Multimedia (PCM 2017), 2017.
    • Track Co-Chair for "Multimedia Communication and Computing", 14th International Symposium on Pervasive Systems, Algorithms, and Networks (I-SPAN 2017), 2017.
    • Workshop Chair, IEEE International Conference on Robotic Computing (ICRC 2017), 2017.
    • Workshop and Special Session Chair, IEEE International Conference on Semantic Computing (ICSC 2017), 2017.
    • General Chair, 4th IEEE International Workshop on Mobile Multimedia Computing (MMC 2017), in conjunction with the 2017 IEEE International Conference on Multimedia & Expo (ICME 2017), 2017.
    • Special Session Chair, IEEE International Conference on Awareness Science and Technology (iCAST 2017), 2017.
    • Area Chair for "Multimedia and Vision", ACM International Conference on Multimedia (MM 2016), 2016.
    • Registration Chair, Asian Conference on Computer Vision (ACCV 2016), 2016.
    • Workshop Chair, IEEE International Conference on Multimedia Big Data (BigMM 2016), 2016.
    • Publicity Chair, IEEE International Conference on BioInformatics and BioEngineering (BIBE 2016), 2016.
    • General Chair, 3rd IEEE International Workshop on Mobile Multimedia Computing (MMC 2016), in conjunction with the 2016 IEEE International Conference on Multimedia & Expo (ICME 2016), 2016.
    • General Chair, International Workshop on Learning Semantics for Multimedia Big Data (LSMBD 2015), in conjunction with the 3rd IAPR Asian Conference on Pattern Recognition (ACPR 2015), 2015.
    • General Chair, 2nd IEEE International Workshop on Mobile Multimedia Computing (MMC 2015), in conjunction with the 2015 IEEE International Conference on Multimedia & Expo (ICME 2015), 2015.
    • General Chair, 1st IEEE International Workshop on Mobile Multimedia Computing (MMC 2014), in conjunction with the 2014 IEEE International Conference on Multimedia & Expo (ICME 2014), 2014.
    • Founder and Organizer, France-Taiwan Joint Workshop on Multimedia Content Analysis and Its Applications, 2014.
    • Founder and Organizer, Taiwan-Austria Joint Symposium on Large-Scale Cross-Media Event Mining, 2014.
    • Founder and Organizer, Taiwan-Austria Joint Seminar on Intelligent Multimedia Technologies, 2013.
    • Sponsorship Co-Chair, APSIPA Annual Summit and Conference, 2013.
    • Program Chair, NTU Workshop for "Multimedia+Mobile+User", 2013.
  • Special Session Chair/Co-Chair
    • Special Session Chair, Special Session "Recent Advances in Deep Learning with Applications" in APSIPA Annual Summit and Conference (ASC 2017), 2017.
    • Special Session Chair, Special Session "Multimedia Computing for Intelligent Life" in International Conference on Multimedia Modeling (MMM 2017), 2017.
    • Special Session Chair, 22nd International Conference on Multimedia Modeling (MMM 2016), 2016.
    • Session Chair, IEEE International Workshop on Multimedia Signal Processing (MMSP 2015), 2015.
    • Special Session Chair, Special Session "Enabling Technologies for Multimedia Services and Applications Using Web Data" in Pacific-Rim Conference on Multimedia (PCM 2015), 2015.
    • Session Chair, 2015 Joint Conference of IWAIT and IFMIA, 2015.
    • Session Chair, IEEE International Symposium on Multimedia (ISM 2014), 2014.
    • Special Session Chair, Special Session "Multimedia Content Analysis for Emerging Applications" in ACM International Conference on Internet Multimedia Computing and Service (ICIMCS 2014), 2014.
    • Special Session Chair, Special Session "Emerging Technologies in Multimedia Communications" in APSIPA Annual Summit and Conference (ASC 2013), 2013.
    • Special Session Chair, Special Session "Visual Analysis of Humans for Emerging Multimedia Applications" in ACM International Conference on Internet Multimedia Computing and Service (ICIMCS 2013), 2013.
  • Senior Program Committee Member
    • Intl. Joint Conf. Artificial Intelligence-Pacific Rim Intl. Conf. AI (IJCAI-PRICAI), 2020-2021
  • Program Committee Member
    • IEEE Winter Conf. of Applications on Computer Vision (WACV), 2021
    • AAAI Conference on Artificial Intelligence (AAAI), 2020
    • Conference on Neural Information Processing Systems (NeurIPS), 2020-2021
    • IEEE Intl. Conf. Multimedia and Expo (ICME), 2015-2019
    • IEEE Intl. Conf. Artificial Intelligence Circuits and Systems (AICAS), 2019
    • IEEE Intl. Conf. Multimedia Big Data (BigMM), 2015-2017
    • International Joint Conference on Artificial Intelligence (IJCAI), 2017, 2019
    • IEEE Intl. Conf. Multimedia Information Processing and Retrieval (MIPR), 2018
    • IEEE BigDataService, 2015-2016
    • British Machine Vision Conference (BMVC), 2015
    • Video Search Showcase (VSS), 2015
    • ACM Intl. Conf. Multimedia (MM), 2012-2021
    • ChinaMM, 2017-2019
    • ACM SIGCHI Conf. Human Factors in Computing Systems (CHI), 2013-2015
    • IEEE Intl. Conf. Consumer Electronics - Taiwan (ICCE-TW), 2016
    • ACM Intl. Conf. Multimedia Retrieval (ICMR), 2012-2020
    • IEEE Intl. Workshop on Multimedia Signal Processing (MMSP), 2015, 2018-2020
    • Intl. Conf. Semantics, Knowledge & Grids (SKG), 2015
    • IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2012-2021
    • Taiwan Computer-Human Interaction Workshop (TAICHI), 2016, 2018
    • Intl. Workshop on Content-Based Multimedia Indexing (CBMI), 2015-2020
    • APSIPA Annual Summit and Conference (ASC), 2015, 2018-2019
    • National Computer Symposium (NCS), 2017
    • TANET, 2018
    • ACM Intl. Conf. Information and Knowledge Management (CIKM), 2014
    • Asian Conf. Computer Vision (ACCV), 2014, 2016, 2018, 2020
    • IEEE Intl. Conf. Image Processing (ICIP), 2014-2019
    • IEEE International Symposium on Multimedia (ISM), 2014-2018
    • International Computer Symposium (ICS), 2016
    • IEEE Intl. Workshop on Multimedia Big Data Computing (MBDC), 2014
    • IEEE Intl. Conf. Computer Vision (ICCV), 2013, 2015, 2017
    • IEEE Intl. Conf. Acoustics, Speech, and Signal Processing (ICASSP), 2013-2021
    • Intl. Conf. Advances in Computing, Communications and Informatics (ICACCI), 2015-2016
    • Intl. Conf. Computing, Networking and Communications (ICNC), 2013-2016
    • Pacific-Rim Conf. Multimedia (PCM), 2013-2018
    • Intl. Conf. Signal Processing & Integrated Networks (SPIN), 2015-2016, 2018
    • Intl. Conf. Image and Graphics (ICIG), 2015
    • Intl. Conf. Computer-Aided Design and Computer Graphics (CAD/Graphics), 2013
    • Workshop on Recent Advances on Video Analysis and its Applications (RAVA), 2013
    • Computer Graphics Workshop (CGW), 2013-2019
    • Conf. Technologies and Applications for Artificial Intelligence (TAAI), 2013-2019
    • European Conf. Computer Vision (ECCV), 2012, 2014, 2016, 2018
    • Intl. Conf. Pattern Recognition (ICPR), 2012, 2014, 2016, 2018
    • Pacific Graphics (PG), 2012
    • European Signal Processing Conf. (EUSIPCO), 2012, 2015-2016
    • IEEE Conf. Information & Communication Technologies (ICT), 2012
    • IEEE Pacific Visualization Symp. (PacificVis), 2010
    • ACM Conf. Recommender Systems (RecSys), 2010-2013
    • Intl. Conf. Multimedia Modeling (MMM), 2010, 2013, 2017, 2018
    • IEEE Intl. Symp. Circuits and Systems (ISCAS), 2005, 2014, 2017-2021
    • National Symp. Telecommunications (NST), 2012
    • IPPR Conf. Computer Vision, Graphics, and Image Processing (CVGIP), 2012-2021
    • IEEE Visual Communications and Image Processing Conf. (VCIP), 2011-2019
    • ACM Intl. Conf. Internet Multimedia Computing and Service (ICIMCS), 2011-2015
    • National Conference on Image and Graphics (NCIG), 2020

Grant/Contest Reviewer & Other Professional Service

  • PhD Oral Defense Committee Member, Department of Computer Science, City University of Hong Kong, China, 2021.
  • External Assessor for Promotion and Appointment at the University of Malaya, Department of Artificial Intelligence, Faculty of Computer Science & Information Technology, University of Malaya, Malaysia, 2021.
  • Independent Assessment for Professor and Reader Promotions, Manchester Metropolitan University, United Kingdom, 2021.
  • Reviewer, National Student AI Competition, Ministry of Education, 2020.
  • Expert Committee Member, Central Taiwan Science Park – Special AI Project, 2020.
  • PhD Oral Defense Committee Member, Faculty of Computing and Informatics, Multimedia University, Malaysia, 2020.
  • External Examiner for Examination of Master Thesis, School of Information Technology, Monash University, Australia, 2020.
  • Reviewer, Yearly Project Evaluation, Ministry of Science and Technology, 2019.
  • Reviewer, New-Generation AI Talent Development Program, Industrial Development Bureau of Ministry of Economic Affairs, 2019.
  • Reviewer, AI & Big Data Innovation Competition, Chung Yuan Christian University, 2019.
  • PhD Thesis Proposal Committee Member, Institute of Computer Science and Technology, Peking University, China, 2018.
  • External Examiner for Examination of Ph.D. Thesis, Gateway Ph.D. program, a joint doctoral program of SJSU (San Jose State University, USA) and QUT (Queensland University of Technology , Australia), 2018.
  • External Examiner for Examination of Ph.D. Thesis, Interdisciplinary Graduate School, Nanyang Technological University, Singapore, 2018.
  • External Examiner for Examination of Ph.D. Thesis, Faculty of Computing and Informatics, Multimedia University, Malaysia, 2018.
  • Lecturer, Academia Sinica Artificial Intelligence Summit, 2017.
  • Panelist, IEEE Senior Member Application Review Panel, 2017.
  • Mentor, HackNTU, 2017.
  • Reviewer, 4C Electronics Education Consortium, 2015-2016.
  • Reviewer, NTU Innovation Contest, 2014-2015, 2017.
  • Paper Quality Expert, CNKI of Tsinghua University, since 2014.
  • Project Reviewer, Ministry of Science and Technology, 2012, 2014, 2017-2018.
  • Project Reviewer, Ministry of Education, 2013, 2018.
  • Project On-Site Reviewer, Ministry of Education, 2013-2014.
  • IPR Working Group Member, Academia Sinica, 2013.
  • Technical Review Board Member, Ministry of Economic Affair, 2012, 2016, 2017.
  • Project Reviewer, Institute for Information Industry (III), 2012, 2016.

Professional Membership

  • Senior Member, IEEE (Institute of Electrical and Electronics Engineers)
  • Professional Member, ACM (Association for Computing Machinery)
  • Life Member, APSIPA (Asia-Pacific Signal and Information Processing Association)
  • Life Member, CIEE (Chinese Institute of Electrical Engineering)
  • Member, AAAI (Association for the Advancement of Artificial Intelligence)
  • Member, AAAS (American Association for the Advancement of Science)
  • Member, IEICE (Institute of Electronics, Information and Communication Engineers)
  • Life Member, IICM (Institute of Information and Computing Machinery)
  • Member, IPPR (Image Processing and Pattern Recognition Society of Taiwan)
  • Senior Member, CCF (China Computer Federation)
  • Member, CSIG (China Society of Image and Graphics)

Invited Research Visits, Keynotes, Talks, and Tutorials

  • Invited Research Visits
    • Microsoft Research Asia, China, 2019
    • Microsoft Research Asia, China, 2018
    • Nanyang Technological University, Singapore, 2017
    • Sichuan University, China, 2017
    • Korea Advanced Institute of Science and Technology (KAIST), Korea, 2016
    • Microsoft Research Asia, China, 2015
    • Columbia University, USA, 2015
    • National Taiwan University of Science and Technology, Taiwan, 2015
    • City University of Hong Kong, Hong Kong, 2014
    • EURECOM, France, 2014
    • University of Klagenfurt, Austria, 2013
    • Australian National University, Australia, 2012
    • University of Tokyo, Japan, 2007
  • Keynotes
    • "Industrial Digital Transformation and Artificial Intelligence", 1st IET Conference on Engineering Technology and Applications (IET CETA 2021), Taipei, Taiwan, 2021.11.26
    • "Artificial Intelligence: Elementary to Advanced Practices", Tamkang University Workshop on Artificial Intelligent and AIoT, Taipei, Taiwan, 2020.06.03.
    • "Artificial Intelligence: Elementary to Advanced Practices", Taiwan Association for Web Intelligence Consortium, Yunlin, Taiwan, 2020.05.01.
    • "Industrial Innovations with Artificial Intelligence", 17th Chinese Institute of Industrial Engineers Annual Conference (CIIE 2019), Taipei, Taiwan, 2019.12.23.
    • "Industrial Innovations with Artificial Intelligence", 1st International Conference on Machine Learning and Intelligent Systems (MLIS 2019), Hualien, Taiwan, 2019.12.21.
    • "Industrial Innovations with Artificial Intelligence", 2019 AI & Business Applications Summit, Taipei, Taiwan, 2019.11.15.
    • "Industrial Innovations with Artificial Intelligence", 4th International Conference on Ambient Intelligence and Ergonomics in Asia (AmI & E 2019), Taoyuan, Taiwan, 2019.10.04.
    • "Autonomous Driving: Human-Like Understanding for Traffic Scenes", 16th IEEE AVSS Visual Computing for Computer Vision and Intelligent Transportation System Workshop, Taipei, Taiwan, 2019.09.21.
    • "Artificial Intelligence and Its Application in the Fashion Industry", 8th National Conference on Web Intelligence and Applications (NCWIA 2018), Yunlin, Taiwan, 2018.06.28.
    • "Deep Prediction and Understanding of the Real-World on Social Media", IEEE Deep Learning for Intelligent Multimedia Analytics Workshop (DeLIMMA) (in conjunction with ICME 2017), Hong Kong, China, 2017.07.14.
    • "Intelligent Analytics for Social Multimedia Big Data", Information Technology Trend Forum at College of Electrical Engineering and Computer Science in Chung Yuan Christian University, Taoyuan, Taiwan, 2017.04.26.
    • "Intelligent Multimedia Computing and Its Applications", 2016 Workshop of Intelligent End Devices and Human-Computer Interaction, Tainan, Taiwan, 2016.12.22.
    • "Visual Analytics for Understanding Humans and Human Interactions", International Workshop on Human Identification for Surveillance (HIS): Methods & Applications (in conjunction with ACCV 2016), Taipei, Taiwan, 2016.11.24.
    • "Intelligent Multimedia Computing and Its Applications", The 10th International Conference on Advanced Information Technologies (AIT 2016) and the 6th Forum on Taiwan Association for Web Intelligence Consortium (WIC-Forum 2016), Taichung, Taiwan, 2016.04.23.
  • Invited Talks
    • "Intelligent Facial Analytics and Applications", School of Computer Science and Technology, Shandong University, China, 2022.01.05.
    • "Intelligent Facial Analytics and Applications", 2021 Symposium on Industry Trends for Intelligent Recognition, Taiwan, 2021.12.15.
    • "Good Research and Innovation Practices", Department of Informatics, Institut Teknologi Sepuluh Nopember, Indonesia, 2021.10.22.
    • "Human-Centric Visual Synthesis: Image/Video Virtual Try-on", 2021 IEEE CASS Seasonal School (Theme: New Trends of Visual and Language Understanding), 2021.08.22.
    • "Lightweight Deep Learning on IoT Devices", Overview Lecture in 2021 IEEE International Symposium on Circuits and Systems (ISCAS), Korea, 2021.05.24.
    • "Industrial Innovations with Artificial Intelligence", Land Bank of Taiwan, 2021.04.26.
    • "Artificial Intelligence: Elementary to Advanced Practices", EE, National Yang Ming Chiao Tung University, Taiwan, 2021.04.10.
    • "Artificial Intelligence: Elementary to Advanced Practices", Institute of Information and Decision Sciences, National Taipei University of Business, Taiwan, 2020.11.04.
    • "Artificial Intelligence for Fashion", 2020 BenchCouncil, China, 2020.03.14.
    • "Artificial Intelligence for Fashion", Frontier Artificial Intelligence Symposium, Nanjing University of Posts and Telecommunications, China, 2019.12.28.
    • "Artificial Intelligence: Elementary to Advanced Practices", CS, National Ilan University, Taiwan, 2019.12.11.
    • "Industrial Innovations with Artificial Intelligence", AI Graduate Program, National Chung Hsing University, Taiwan, 2019.12.04.
    • "Artificial Intelligence: Elementary to Advanced Practices", IM, National Chung Hsin University, Taiwan, 2019.11.14.
    • "Artificial Intelligence for Fashion", Microsoft Research Asia (MSRA) Academic Day 2019, China, 2019.11.08.
    • "Artificial Intelligence for Fashion", Department of Automation, Tsinghua University, China, 2019.11.07.
    • "Industrial Innovations with Artificial Intelligence", EE, Chang Gung University, Taiwan, 2019.10.31.
    • "Industrial Innovations with Artificial Intelligence", School of Software Technology, Dalian University of Technology, China, 2019.08.29.
    • "Artificial Intelligence for Fashion", China Multimedia Conference (ChinaMM 2019), China, 2019.08.28.
    • "Pictures that Tell a Story", Taipei First Girls High School, Taiwan, 2019.07.03.
    • "AI in FinTech", Judges Academy, R.O.C. Judicial Yuan, Taiwan, 2019.06.24.
    • "Vision AI", Taichung Municipal Taichung First Senior High School, Taiwan, 2019.06.12.
    • "Artificial Intelligence: Elementary to Advanced Practices", Center for Leadership Development, Chung Yuan Christian University, Taiwan, 2019.05.30.
    • "Artificial Intelligence: Elementary to Advanced Practices", Teaching Resources and Faculty Development Center, Asia University, Taiwan, 2019.05.20.
    • "Artificial Intelligence for Fashion", 2019 Fuzhou Future Networking Multimedia Symposium, China, 2019.03.30.
    • "Artificial Intelligence: Elementary to Advanced Practices", 2018 International Computer Symposium, Taiwan, 2018.12.21.
    • "Artificial Intelligence: Elementary to Advanced Practices", 2018 Conference on Artificial Intelligence and Data Science Application, Taiwan, 2018.12.07.
    • "Artificial Intelligence: Elementary to Advanced Practices", Department of Innovative Information and Technology, Tamkang University, Taiwan, 2018.12.04.
    • "Visual AI: From Visual Sensing to Visual Intelligence", EE, National Chung Cheng University, Taiwan, 2018.11.16.
    • "AI in FinTech", Department of Finance, National Central University, Taiwan, 2018.10.19.
    • "Artificial Intelligence for Fashion", Fifth Qilu Intelligent Media Forum, China, 2018.10.15.
    • "Artificial Intelligence: Elementary to Advanced Practices", CS, National Chiayi University, Taiwan, 2018.10.11.
    • "Artificial Intelligence: Elementary to Advanced Practices", Microsoft Research Asia (MSRA), China, 2018.09.07.
    • "Artificial Intelligence: Elementary to Advanced Practices", School of Computer Science and Engineering, Beihang University, China, 2018.09.05.
    • "Visual AI: From Visual Sensing to Visual Intelligence", CSIE, National Yunlin University of Science and Technology, Taiwan, 2018.06.06.
    • "Visual AI: From Visual Sensing to Visual Intelligence", CS, National Chengchi University, Taiwan, 2018.05.31.
    • "Visual AI: From Visual Sensing to Visual Intelligence", ISA, National Tsing Hua University, Taiwan, 2018.05.23.
    • "Visual AI: From Visual Sensing to Visual Intelligence", School of Communication and Information Engineering, Shanghai University, China, 2018.05.18.
    • "Visual AI: From Visual Sensing to Visual Intelligence", School of Computer Science, Fudan University, China, 2018.05.17.
    • "Deep Prediction and Understanding of the Real World on Social Media", IM, National Taiwan University of Science and Technology, Taiwan, 2018.05.10.
    • "Visual AI: From Visual Sensing to Visual Intelligence", EMBA, National Taipei University of Technology, Taiwan, 2018.05.10.
    • "AI in FinTech", Land Bank of Taiwan, Taiwan, 2018.04.26.
    • "AI in FinTech", Land Bank of Taiwan, Taiwan, 2018.03.28.
    • "Visual AI: From Visual Sensing to Visual Intelligence", Institute of Computing Technology, Chinese Academy of Sciences, China, 2018.03.23.
    • "Visual AI: From Visual Sensing to Visual Intelligence", School of Information, Renmin University of China, China, 2018.03.23.
    • "Visual AI: From Visual Sensing to Visual Intelligence", Institute of Computer Science and Technology, Peking University, China, 2018.03.22.
    • "Visual AI: From Visual Sensing to Visual Intelligence", Institute of Information Science, Beijing Jiaotong University, China, 2018.03.21.
    • "Visual AI: From Visual Sensing to Visual Intelligence", EE, National Taiwan University of Science and Technology, Taiwan, 2018.03.19.
    • "Multimedia Content Analysis and Its Applications", EMBA, National Chengchi University, Taiwan, 2018.03.15.
    • "Visual AI: From Visual Sensing to Visual Intelligence", CISE, National Tsing Hua University, Taiwan, 2018.03.08.
    • "Visual AI: From Visual Sensing to Visual Intelligence", EE, National Chiao Tung University, Taiwan, 2018.01.29.
    • "Social AI: Intelligent Understanding of Humans and the Social World", AI Multimedia Forum (IEEE Tainan Section), 2018.01.23.
    • "AI in Hand Gesture Recognition", CSIE, Chang Gung University, Taiwan, 2018.01.10.
    • "Artificial Intelligence and Multimedia Big Data", 2017 R Taiwan Conference, Taiwan, 2017.12.15.
    • "Deep Prediction and Understanding of the Real-World from Social Multimedia Big Data", EE, National Tsing Hua University, Taiwan, 2017.12.01.
    • "AI in FinTech", 2017 Taiwan Fintech Days, Taiwan, 2017.11.29.
    • "Social AI: Intelligent Understanding of Humans and the Social World", School of Computer and Information, He Fei University of Technology, China, 2017.11.25.
    • "Social AI: Intelligent Understanding of Humans and the Social World", 12th Joint Research Workshop of Academia Sinica (AS), Chinese Academy of Sciences (CAS), and Chinese Academy of Social Sciences (CASS), China, 2017.11.24.
    • "Social AI: Intelligent Understanding of Humans and the Social World", School of Information Science and Technology (SIST), University of Science and Technology of China (USTC), China, 2017.11.23.
    • "AI in Hand Gesture Recognition", 2017 Artificial Intelligence Meets Human Computer Interaction (AI*HCI) Workshop, Taiwan, 2017.11.16.
    • "AI in FinTech", Land Bank of Taiwan, Taiwan, 2017.11.15.
    • "Multimedia Big Data Analytics in the Age of Artificial Intelligence", IM, Yuan Ze University, Taiwan, 2017.11.03.
    • "AI in Social Multimedia Big Data", IIT Delhi-Academia Sinica Bilateral Research Workshop 2017, New Delhi, Idian, 2017.09.27.
    • "The New Era of Artificial Intelligence", National Changhua Girls' Senior High School, Taiwan, 2017.10.21.
    • "Review of Hand Gesture Recognition and Artificial Intelligence", EE, Chung Yuan Christian University, Taiwan, 2017.10.18.
    • "The Current Development of Artificial Intelligence", Noodoe Corp., Taiwan, 2017.10.16.
    • "Multimedia Big Data Analytics in the Age of Artificial Intelligence", Math, University of Taipei, Taiwan, 2017.10.16.
    • "AI in Social Multimedia Big Data", IIT Delhi-Academia Sinica Bilateral Research Workshop 2017, New Delhi, Idian, 2017.09.27.
    • "AI in FinTech", Academia Sinica Artificial Intelligence Summit, Taiwan, 2017.09.24.
    • "Social AI: Intelligent Understanding of Humans and the Social World", State Key Laboratory for Novel Software Technology, Nanjing University, China, 2017.09.15.
    • "Social AI: Intelligent Understanding of Humans and the Social World", College of Computer Science and Technology, Zhejiang University, China, 2017.09.01.
    • "Intelligent Understanding of Humans", School of Data and Computer Science, Sun Yat-Sen University, Guangzhou, China, 2017.07.11.
    • "Fashion Multimedia", Perfect Corporation, Taiwan, 2017.06.21.
    • "Multimedia Big Data Analytics in the Age of Artificial Intelligence", CSIE, Da-Yeh University, Taiwan, 2017.05.22.
    • "Predicting the Stars of Tomorrow on Social Media", ITEC, Klagenfurt University, Austria, 2017.05.10.
    • "Financial Technology: Payment ABC", Taipei District Prosecutors Office, Taiwan, 2017.04.14.
    • "Multimedia Big Data Analytics in the Age of Artificial Intelligence", CSIE, National Pingtung University, Taiwan, 2017.04.12.
    • "Multimedia Big Data Analytics in the Age of Artificial Intelligence", CSIE, Chung Hua University, Taiwan, 2017.03.31.
    • "Multimedia Big Data Analytics", CSIE, Chang Gung University, Taiwan, 2017.03.28.
    • "Intelligent Multimedia Computing and Its Applications", College of Computing and Informatics, Providence University, Taiwan, 2017.03.23.
    • "Intelligent Multimedia Big Data Analytics and Applications in Practice", CSIE, Chaoyang University of Technology, Taiwan, 2017.03.14.
    • "Visual Analytics for Understanding Humans and Human Interactions", TIGP(SNHCC), Academia Sinica, Taiwan, 2017.03.08.
    • "Financial Technology", College of Law, National Taiwan University, Taiwan, 2016.12.30.
    • "Visual Analytics for Understanding Humans and Human Interactions", School of Computing, Korea Advanced Institute of Science and Technology (KAIST), Korea, 2016.12.27.
    • "Intelligent Multimedia Computing and Its Applications", CSIE, National Taipei University of Technology, Taiwan, 2016.12.01.
    • "AI Revolution: A Shallow Look at Deep Learning Big Data", IM, Shu-Te University, Taiwan, 2016.11.04.
    • "Intelligent Multimedia Computing and Its Applications", IM, Tatung University, Taiwan, 2016.10.31.
    • "Intelligent Analytics for Social Multimedia Big Data and Its Applications", CCE, Ming Chuan University, Taiwan, 2016.10.28.
    • "The beauty of randomness: Random Forests Technique and Its Applications", College of Informatics, Chaoyang University of Technology, Taiwan, 2016.09.13.
    • "Intelligent Analytics for Social Multimedia Big Data and Its Applications", CSIE, National Chiao Tung University, Taiwan, 2016.08.16.
    • "Human, Community, Multimedia", ID, National Cheng Kung University, Taiwan, 2016.08.10.
    • "Visual-Object based Multimedia Data Analysis", 4th TWSIAM Annual Meeting, Taiwan, 2016.05.28.
    • "Observing Human Behaviors in Social Media Big Data", SME-Talk, 2016.05.12.
    • "Exploring Social Semantics from Multimedia Big Data and Its Applications", 11th Joint Research Workshop of Academia Sinica (AS), Chinese Academy of Sciences (CAS), and Chinese Academy of Social Sciences (CASS), Taipei, Taiwan, 2016.04.20.
    • "New Media Art: From a Computer Science View", Taipei National University of the Arts, Taiwan, 2016.04.08.
    • "Intelligent Multimedia Computing and Its Applications", EE, National Chung Hsing University, Taiwan, 2016.03.25.
    • "Intelligent Multimedia Computing and Its Applications", 4C Electronics Education Consortium, Taiwan, 2016.01.22.
    • "Multimedia Content Analysis and Its Applications", CCE, Ming Chuan University, Taiwan, 2015.12.04.
    • "Multimedia Content Analysis and Its Applications", Center for Visual Computing, Multimedia University, Cyberjaya, Malaysia, 2015.11.05.
    • "Multimedia Content Analysis and Its Applications", Faculty of Computer Science & Information Technology, University of Malaya, Kuala Lumpur, Malaysia, 2015.11.02.
    • "Multimedia Content Analysis and Its Applications", CSIE, National Yunlin University of Science and Technology, Taiwan, 2015.06.03.
    • "Multimedia Content Analysis and Its Applications", CSIE, Fu Jen Catholic University, Taiwan, 2015.05.11.
    • "Multimedia Content Analysis and Its Applications", CSIE, National Taipei University, Taiwan, 2015.03.11.
    • "Sensing Visual Semantics for Interactive Multimedia Applications", WorkFace Taipei, Taiwan, 2015.01.29.
    • "Sensing Visual Semantics for Interactive Multimedia Applications", CS, Hong Kong Polytechnic University, Hong Kong, 2014.12.23.
    • "Sensing Visual Semantics for Interactive Multimedia Applications", CS, City University of Hong Kong, Hong Kong, 2014.12.22.
    • "Multimedia Content Analysis and Its Applications", CSIE, National Tsing Hua University, Taiwan, 2014.11.26.
    • "Multimedia Content Analysis and Its Applications", CSIE, National Chiao Tung University, Taiwan, 2014.11.18.
    • "Multimedia Content Analysis and Its Applications", TIGP(SNHCC), Academia Sinica, Taiwan, 2014.11.11.
    • "Change the World: from Computer Science", College of Mechanical & Electrical Engineering, National Taipei University of Technology, Taiwan, 2014.10.15.
    • "Change the World: from Computer Science", Applied Informatics & Multimedia, Asia University, Taiwan, 2014.10.07.
    • "Change the World: from Computer Science", CSIE, National Cheng Kung University, Taiwan, 2014.06.06.
    • "Sensing Object Semantics for Interactive Multimedia Applications", EE, National Tsing Hua University, Taiwan, 2014.05.23.
    • "Sensing Object Semantics for Interactive Multimedia Applications", CSIE, National Taiwan Normal University, Taiwan, 2014.05.21.
    • "Sensing Object Semantics for Interactive Multimedia Applications", CSIE, National Central University, Taiwan, 2014.05.07.
    • "Change the World: from Computer Science", CSIE, National Taiwan University, Taiwan, 2014.04.23.
    • "Sensing Object Semantics for Interactive Multimedia Applications", School of Computer Eng., Nanyang Technological University, Singapore, 2014.03.21.
    • "An Overview of Visual Object Tracking", 14th Pacific-Rim Conference on Multimedia (PCM), Nanjing, China, 2013.12.13.
    • "An Overview of Visual Object Tracking", CSIE, National Taiwan University of Science and Technology, Taiwan, 2013.11.25.
    • "Semantic Analysis of Multimedia Contents", CSIE, National Taiwan Ocean University, Taiwan, 2013.11.19.
    • "Sensing Object Semantics for Interactive Multimedia Applications", Inst. Automation, Chinese Academy of Sciences, Beijing, China, 2013.11.06.
    • "Semantic Analysis of Multimedia Contents", CSIE, National Chengchi University, Taiwan, 2013.09.26.
    • "Video-Based Human Action Analysis and Its Applications", NTU Workshop for "Multimedia+Mobile+User", Taiwan, 2013.07.05.
    • "Mobile Sensing for Real-Scene Objects", CSIE, National Chiao Tung University, Taiwan, 2013.05.29.
    • "Mobile Sensing for Real-Scene Objects", CSIE, National Cheng Kung University, Taiwan, 2013.05.23.
    • "When Technology Meets Arts: From a Multimedia Perspective", New Media Art, Taipei National University of the Arts, Taiwan, 2013.02.04.
    • "Semantic Analysis of Multimedia Contents", EE, National Central University, Taiwan, 2012.12.05.
    • "Unsupervised Semantic Feature Discovery for Object-Based Image Application", CS, Australian National University, Canberra, Australia, 2012.07.03.
    • "Unsupervised Semantic Feature Discovery for Object-Based Image Application", 2nd ACM International Conference on Multimedia Retrieval (ICMR), Hong Kong, 2012.06.08.
    • "Semantic Analysis of Multimedia Contents", Information & Computer Education, National Taiwan Normal University, Taiwan, 2012.06.04.
    • "Semantic Analysis of Multimedia Contents", CSIE, Yuan Ze University, Taiwan, 2012.06.01.
    • "Semantic Analysis of Multimedia Contents", CSIE, National Taiwan University of Science and Technology, Taiwan, 2012.05.28.
    • "Interactive Human Action Search Using Body Language", 21st Annual Wireless and Optical Communications Conference (WOCC), Taiwan, 2012.04.19.
    • "Semantic Analysis of Multimedia Contents", CSIE, Fu Jen Catholic University, Taiwan, 2011.10.26.
    • "Semantic Analysis of Multimedia Contents", CSIE, National Chi Nan University, Taiwan, 2011.06.10.
    • "Large-Scale Image Object Retrieval", CSIE, National Taiwan University of Science and Technology, Taiwan, 2011.03.07.
    • "Semantic Event Based Home Video Analysis", CSIE, National Taiwan Normal University, Taiwan, 2010.10.13.
    • "Semantic Analysis of Multimedia Contents", CSIE, National Cheng Kung University, Taiwan, 2010.09.10.
    • "Semantic Event Based Home Video Analysis", CSIE, National Chung Cheng University, Taiwan, 2009.10.12.
  • Tutorials
    • "Vision and Text: Search, Generation and Translation", 26th IEEE International Conference on Image Processing (ICIP 2019), Taipei, Taiwan, 2019.09.22.
    • "Visual AI for Understanding the Social World", 23rd Conference on Technologies and Applications of Artificial Intelligence (TAAI 2018), Taichung, Taiwan, 2018.12.01.
    • "Intelligent Analytics for Social Multimedia Big Data and Its Applications", Chaoyang University of Technology, Taiwan, 2016.07.19.
    • "Recent Advances in Sensing Techniques or Visual Semantics", Pacific-Rim Conference on Multimedia (PCM 2013), Nanjing, China, 2013.12.13.