Department of Computer Sciences
Quaid-i-Azam University, Islamabad

Rabeeh Ayaz Abbasi

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Associate Professor (Tenured)

HEC Approved Supervisor

📧 rabbasi-at-qau-edu-pk
☎ +92-51-9064-2050
📯 Room # 222, Dept. of Computer Science,
     Quaid-i-Azam University, Islamabad, Pakistan

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Research Publications | Funded Projects | PhD Students | MPhil/MS Students | BS/MSc Students | Professional Activities

Research Interests

Teaching

Research Publications

Journal

  1. M. A. Masood and R. A. Abbasi, “Using graph embedding and machine learning to identify rebels on twitter,” Journal of Informetrics, vol. 15, no. 1, p. 101121, 2021. Access Online
  2. Z. Mahmood, A. Daud, and R. A. Abbasi, “Using machine learning techniques for rising star prediction in basketball,” Knowledge-Based Systems, vol. 211, p. 106506, 2021. Access Online
  3. I. Tariq, M. A. Sindhu, R. A. Abbasi, A. S. Khattak, O. Maqbool, and G. F. Siddiqui, “Resolving cross-site scripting attacks through genetic algorithm and reinforcement learning,” Expert Systems with Applications, p. 114386, 2021. Access Online
  4. A. Banjar, Z. Ahmed, A. Daud, R. A. Abbasi, and H. Dawood, “Aspect-based sentiment analysis for polarity estimation of customer reviews on twitter,” Computers, Materials & Continua, vol. 67, no. 2, pp. 2203–2225, 2021. Access Online
  5. I. Safder, Z. Mehmood, R. Sarwar, S.-U. Hassan, F. Zaman, R. M. A. Nawab, F. Bukhari, R. A. Abbasi, S. Alelyani, N. R. Aljohani, and R. Nawaz, “Sentiment analysis for urdu online reviews using deep learning models,” Expert Systems, p. e12751, 2021. Access Online
  6. M. I. Malik, M. A. Sindhu, A. S. Khattak, R. A. Abbasi, and K. Saleem, “Automating test oracles from restricted natural language agile requirements,” Expert Systems, vol 38, no. 1, p. e12608, 2021. Access Online
  7. M. A. Masood, R. A. Abbasi, and N. W. Keong, “Context-aware sliding window for sentiment classification,” IEEE Access, vol. 8, pp. 4870-4884, 2020. Access Online
  8. B. Alotaibi, R. A. Abbasi, M. A. Aslam, K. Saeedi, and D. Alahmadi, “Startup initiative response analysis (SIRA) framework for analyzing startup initiatives on twitter,” IEEE Access, vol. 8, pp. 10718-10730, 2020. Access Online
  9. F. Haneef, R. A. Abbasi, M. A. Sindhu, A. S. Khattak, M. N. Noor, N. R. Aljohani, A. Daud, and S. Arafat, “Using network science to understand the link between subjects and professions,” Computers in Human Behavior, vol. 106, 2020. Access Online
  10. K. M. Ghori, R. A. Abbasi, M. Awais, M. Imran, A. Ullah, and L. Szathmary, “Performance analysis of different types of machine learning classifiers for non-technical loss detection,” IEEE Access, vol. 8, pp. 16033–16048, 2020. Access Online
  11. A. S. Sunar, R. A. Abbasi, H. C. Davis, S. White, and N. R. Aljohani, “Modelling MOOC learners’ social behaviours,” Computers in Human Behavior, vol 107, pp. 1–12, 2020. Access Online
  12. A. Daud, M. Song, M. K. Hayat, T. Amjad, R. A. Abbasi, H. Dawood, and A. Ghani, “Finding rising stars in bibliometric networks,” Scientometrics, vol. 124, pp. 633–661, Apr. 2020. Access Online
  13. K. M. Ghori, M. Imran, A. Nawaz, R. A. Abbasi, A. Ullah, and L. Szathmary, “Performance analysis of machine learning classifiers for non-technical loss detection,” Journal of Ambient Intelligence and Humanized Computing, 2020. Access Online
  14. M. M. Fouad, A. Mahany, N. Aljohani, R. A. Abbasi, and S.-U. Hassan, “ArWordVec: Efficient word embedding models for arabic tweets,” Soft Computing, vol. 24, no. 11, pp. 8061–8068, 2020. Access Online
  15. T. Amjad, Y. Rehmat, A. Daud, and R. A. Abbasi, “Scientific impact of an author and role of self-citations,” Scientometrics, vol. 122, no. 2, pp. 915-932, 2020. Access Online
  16. Z. Saeed, R. A. Abbasi, I. Razzak, and G. Xu, “Event detection in twitter stream using weighted dynamic heartbeat graph approach,” IEEE Computational Intelligence Magazine, vol. 14, no. 3, pp. 29–38, Aug 2019. Access Online .
  17. Z. Saeed, R. A. Abbasi, I. Razzak, O. Maqbool, A. Sadaf, and G. Xu, “Enhanced heartbeat graph for emerging event detection on twitter using time series networks,” Expert Systems with Applications, vol. 136, pp. 115–132, 2019. Access Online .
  18. Z. Saeed, R. A. Abbasi, O. Maqbool, A. Sadaf, I. Razzak, A. Daud, N. R. Aljohani, and G. Xu, “What’s happening around the world? A survey and framework on event detection techniques on twitter,” Journal of Grid Computing, vol. 17, no. 2, pp. 279–312, May 2019. Access Online
  19. N. R. Aljohani, R. A. Abbasi, F. M. Bawakid, F. Saleem, Z. Ullah, A. Daud, M. A. Aslam, J. S. Alowibdi, and S.-U. Hassan, “Web Observatory Insights: Past, Current, and Future,” International Journal on Semantic Web and Information Systems (IJSWIS), vol. 15, no. 4, pp. 52–68, 2019. Access Online
  20. A. Said, T. D. Bowman, R. A. Abbasi, N. R. Aljohani, S.-U. Hassan, and R. Nawaz, “Mining network-level properties of twitter altmetrics data,” Scientometrics, vol. 120, no. 1, pp. 217–235, Apr 2019. Access Online
  21. M. S. Faisal, A. Daud, A. U. Akram, R. A. Abbasi, N. R. Aljohani, and I. Mehmood, “Expert ranking techniques for online rated forums,” Computers in Human Behavior, vol. 100, pp. 168–176, 2019. Access Online
  22. M. K. Hayat, A. Daud, A. A. Alshdadi, A. Banjar, R. A. Abbasi, Y. Bao, and H. Dawood, “Towards deep learning prospects: Insights for social media analytics,” IEEE Access, vol. 7, no. 1, pp. 36958–36979, 2019. Access Online
  23. A. Daud, T. Amjad, M. A. Siddiqui, N. R. Aljohani, R. A. Abbasi, and M. A. Aslam, “Correlational analysis of topic specificity and citations count of publication venues,” Library Hi Tech, 2019, Vol. 37 Issue: 1, pp. 8–18. Access Online
  24. S. Arafat, N. Aljohani, R. Abbasi, A. Hussain, and M. Lytras, “Connections between e-learning, web science, cognitive computation and social sensing, and their relevance to learning analytics: A preliminary study,” Computers in Human Behavior, vol. 92, pp. 478–486, 2019. Access Online
  25. N. R. Aljohani, A. Daud, R. A. Abbasi, J. S. Alowibdi, M. Basheri, and M. A. Aslam, “An integrated framework for course adapted student learning analytics dashboard,” Computers in Human Behavior, vol. 92, pp. 679–690, 2019. Access Online
  26. R. A. Abbasi, O. Maqbool, M. Mushtaq, N. R. Aljohani, A. Daud, J. S. Alowibdi, and B. Shahzad, “Saving lives using social media: Analysis of the role of twitter for personal blood donation requests and dissemination,” Telematics and Informatics, vol. 35, no. 4, pp. 892–912, 2018. Access Online
  27. A. Said, R. A. Abbasi, O. Maqbool, A. Daud, and N. R. Aljohani, “CC-GA: A clustering coefficient based genetic algorithm for detecting communities in social networks,” Applied Soft Computing, vol. 63, pp. 59–70, 2018. Access Online
  28. A. Daud, J. A. Khan, J. A. Nasir, R. A. Abbasi, N. R. Aljohani, and J. S. Alowibdi, “Latent Dirichlet Allocation and POS Tags Based Method for External Plagiarism Detection: LDA and POS Tags Based Plagiarism Detection,” International Journal on Semantic Web and Information Systems (IJSWIS), vol. 14, no. 3, pp. 53–69, 2018. Access Online
  29. M. A. Masood, R. A. Abbasi, O. Maqbool, M. Mushtaq, N. R. Aljohani, A. Daud, M. A. Aslam, and J. S. Alowibdi, “MFS-LDA: a multi-feature space tag recommendation model for cold start problem,” Program, vol. 51, no. 3, pp. 218–234, 2017. Access Online
  30. M. A. Jarwar, R. A. Abbasi, M. Mushtaq, O. Maqbool, N. R. Aljohani, A. Daud, J. S. Alowibdi, J. Cano, S. García, and I. Chong, “CommuniMents: A Framework for Detecting Community Based Sentiments for Events,” International Journal on Semantic Web and Information Systems (IJSWIS), vol. 13, no. 2, pp. 87–108, 2017. Access Online
  31. A. Daud, W. Ahmed, T. Amjad, J. A. Nasir, N. R. Aljohani, R. A. Abbasi, and I. Ahmad, “Who will cite you back? Reciprocal link prediction in citation networks,” Library Hi Tech, vol. 35, no. 4, pp. 509–520, 2017. Access Online
  32. J.-R. Cano, N. R. Aljohani, R. A. Abbasi, J. S. Alowidbi, and S. García, “Prototype selection to improve monotonic nearest neighbor,” Engineering Applications of Artificial Intelligence, vol. 60, pp. 128–135, 2017. Access Online
  33. H. U. Khan, A. Daud, U. Ishfaq, T. Amjad, N. Aljohani, R. A. Abbasi, and J. S. Alowibdi, “Modelling to identify influential bloggers in the blogosphere: A survey,” Computers in Human Behavior, vol. 68, pp. 64–82, 2017. Access Online

Conference

  1. W. Alhabashi, K. Saeedi, N. Aljohani, S. Arafat, and R. Abbasi, “Mining and classifying social network data: The case on king abdul-aziz university twitter accounts,” in Research and Innovation Forum 2020, A. Visvizi, M. D. Lytras, and N. R. Aljohani, Eds. Cham: Springer International Publishing, 2021, pp. 317–326. Access online
  2. Z. Saeed, R. A. Abbasi, and I. Razzak, “Evesense: What can you sense from twitter?” in Advances in Information Retrieval, J. M. Jose, E. Yilmaz, J. Magalhaes, P. Castells, N. Ferro, M. J. Silva, and F. Martins, Eds. Cham: Springer International Publishing, 2020, pp. 491–495. Access Online
  3. M. Malik, M. A. Sindhu., and R. A. Abbasi., “Test oracle using semantic analysis from natural language requirements,” in Proceedings of the 22nd International Conference on Enterprise Information Systems - Volume 2: ICEIS, INSTICC. SciTePress, 2020, pp. 345–352. Access Online
  4. K. M. Ghori, M. Awais, A. S. Khattak, M. Imran, R. A. Abbasi, and L. Szathmry, “A review on latest trends in non-technical loss detection,” in Proceedings of the 1st Conference on Information Technology and Data Science, University of Debrecen. University of Debrecen, 11 2020, pp. 77–79. Access Online
  5. K. M. Ghori, R. A. Abbasi, M. Awais, M. Imran, A. Ullah, and L. Szathmary, “Impact of feature selection on non-technical loss detection,” in 6th Conference on Data Science and Machine Learning Applications (CDMA). Riyadh, Saudi Arabia: IEEE Xplore, March 2020, pp. 19–24. Access Online
  6. Z. Saeed, R. A. Abbasi, A. Sadaf, M. I. Razzak, and G. Xu, “Text Stream to Temporal Network - A Dynamic Heartbeat Graph to Detect Emerging Events on Twitter,” in Advances in Knowledge Discovery and Data Mining, PAKDD 2018, D. Phung, V. S. Tseng, G. I. Webb, B. Ho, M. Ganji, and L. Rashidi, Eds. Cham: Springer International Publishing, 2018, pp. 534–545. Access Online
  7. A. Daud, A. Hussain, R. A. Abbasi, N. R. Aljohani, T. Amjad, and H. Dawood, “Region-wise Ranking of Sports Players Based on Link Fusion,” in Companion Proceedings of the The Web Conference 2018, ser. WWW ’18. Republic and Canton of Geneva, Switzerland: International World Wide Web Conferences Steering Committee, 2018, pp. 259–266. Access Online
  8. F. Imran, R. A. Abbasi, M. A. Sindhu, A. S. Khattak, A. Daud, and T. Amjad, “Finding research areas of academicians using clique percolation,” in 14th International Conference on Emerging Technologies (ICET), Nov 2018, pp. 1–6. Access Online
  9. T. Amjad, A. Daud, S. Khan, R. A. Abbasi, and F. Imran, “Prediction of rising stars from pakistani research communities,” in 14th International Conference on Emerging Technologies (ICET), Nov 2018, pp. 1–6. Access Online
  10. A. Daud, N. R. Aljohani, R. A. Abbasi, Z. Rafique, T. Amjad, H. Dawood, and K. H. Alyoubi, “Finding Rising Stars in Co-Author Networks via Weighted Mutual Influence,” in Proceedings of the 26th International Conference on World Wide Web Companion, ser. WWW ’17 Companion. Republic and Canton of Geneva, Switzerland: International World Wide Web Conferences Steering Committee, 2017, pp. 33–41. Access Online
  11. A. Daud, N. R. Aljohani, R. A. Abbasi, M. D. Lytras, F. Abbas, and J. S. Alowibdi, “Predicting Student Performance Using Advanced Learning Analytics,” in Proceedings of the 26th International Conference on World Wide Web Companion, ser. WWW ’17 Companion. Republic and Canton of Geneva, Switzerland: International World Wide Web Conferences Steering Committee, 2017, pp. 415–421. Access Online
  12. M. A. Aslam, N. R. Aljohani, R. A. Abbasi, M. D. Lytras, and M. A. Kabir, “A Generic Framework for Adding Semantics to Digital Libraries,” in On the Move to Meaningful Internet Systems: OTM 2016 Workshops: Confederated International Workshops: EI2N, FBM, ICSP, Meta4eS, and OTMA 2016, Rhodes, Greece, October 24–28, 2016, Revised Selected Papers, I. Ciuciu, C. Debruyne, H. Panetto, G. Weichhart, P. Bollen, A. Fensel, and M.-E. Vidal, Eds. Cham: Springer International Publishing, 2017, pp. 277–281. Access Online
  13. M. F. K. Minhas, R. A. Abbasi, N. R. Aljohani, A. A. Albeshri, and M. Mushtaq, “INTWEEMS: A Framework for Incremental Clustering of Tweet Streams,” in Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, ser. iiWAS ’15. New York, NY, USA: ACM, 2015, pp. 87:1–87:4. Access Online
  14. J. Kanwal, O. Maqbool, R. Abbasi, and A. Q. Abbasi, “Network analysis of software change history for understanding software evolution,” in 17th IEEE International Multi Topic Conference 2014, Dec 2014, pp. 229–234. Access Online
  15. A. Razzaq and R. Abbasi, “Automated separation of crosscutting concerns: Earlier Automated identification and modularization of cross-cutting features at analysis phase,” in 2012 15th International Multitopic Conference (INMIC), Dec 2012, pp. 471–478. Access Online
  16. R. Abbasi, “Query Expansion in Folksonomies,” in Semantic Multimedia, T. Declerck, M. Granitzer, M. Grzegorzek, M. Romanelli, S. Rueger, and M. Sintek, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2011, pp. 1–16. Access Online
  17. R. Abbasi, S. Chernov, W. Nejdl, R. Paiu, and S. Staab, “Exploiting Flickr Tags and Groups for Finding Landmark Photos,” in Advances in Information Retrieval, M. Boughanem, C. Berrut, J. Mothe, and C. Soule-Dupuy, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009, pp. 654–661. Access Online
  18. R. Abbasi, M. Grzegorzek, and S. Staab, “Large Scale Tag Recommendation Using Different Image Representations,” in Semantic Multimedia, T.-S. Chua, Y. Kompatsiaris, B. Mérialdo, W. Haas, G. Thallinger, and W. Bailer, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009, pp. 65–76. Access Online
  19. R. Abbasi and S. Staab, “RichVSM: EnRiched Vector Space Models for Folksonomies,” in Proceedings of the 20th ACM Conference on Hypertext and Hypermedia, ser. HT ’09. New York, NY, USA: ACM, 2009, pp. 219–228. Access Online

Workshop

  1. R. Abbasi and S. Staab, "Introducing Triple Play for Improved Resource Retrieval in Collaborative Tagging Systems," in Proceedings of Exploiting Semantic Annotations in Information Retrieval, workshop at European Conference on Information Retrieval, March 2008. Access Online
  2. R. Abbasi, S. Staab, and P. Cimiano, "Organizing Resources on Tagging Systems using T-ORG," in Proceedings of Workshop on Bridging the Gap between Semantic Web and Web 2.0 at European Semantic Web Conference 2007, Innsbruck, Austria, June 2007, pp. 97-110. Access Online

Funded Projects

  1. Grievances Detection System (2020). Funded by IGNITE. PKR .08 Million
  2. A Personal Stress Monitoring and Relieving System (2020). Funded by IGNITE. PKR .08 Million
  3. A General Purpose Social Media Analytics Tool (2020). Funded by IGNITE. PKR .08 Million
  4. Event Detection System (2019). Funded by IGNITE. PKR .08 Million
  5. Application of Pervasive Computing in Garments Industry (2014). Funded by QAU. PKR .14 Million

PhD Students

Supervised

  1. Dr. Zafar Saeed, "Detecting Unspecified Events on Twitter", 2020
  2. Dr. Muhammad Ali Masood, "Identifying Rebel Twitter Users using Semi-Supervised Machine Learning", 2021

Under Supervision

  1. Memoona Afsheen Malik

MPhil/MS Theses Supervised

  1. Sajjad Athar, "Node Representation Learning in Bipartite Graphs", 2021
  2. Ayesha Tariq, "Predicting the popularity of a research article on Twitter", 2021
  3. Sahrish Altaf, "Using Machine Learning to Predict the Targets of Hate Speech on Social Media", 2020
  4. Kamal Hussain, "Abusive Tweets Detection Using Supervised Learning With Contextual Features", 2020
  5. Bodor Almotairy, "Detecting Entrepreneurial Influencers for Information Diffusion on Social Media", 2020
  6. Zubaida Abulaziz Jastania, "A Framework for Analyzing Public Discussion on Twitter", 2020
  7. Bashayer Alotaibi, "Using Twitter to Analyze Initiatives of a Startup Company: The Case of Empowering Women in CAREEM", 2020
  8. Manahil Abdulmoin Alqulaity, “Analyzing the Role of Twitter as Electronic Word of Mouth for Health-care Needs in Saudi Arabia”, 2018
  9. Sahar Saad Alqahtani, “Analyzing the Public Interaction of Saudi Universities on Twitter”, 2018
  10. Anwar Saeed, "Discovering Community Structure of Complex Networks using Genetic Algorithms", 2016
  11. Farrah Haneef, "A Career Selection Model based on Social Network Analysis", 2016
  12. Muniba Firdous, "Exploring Homoeopathic System of Medicine Using Network Science", 2016
  13. Hajra Ali, "Analysis and Classification of Traffic Events on Social Media", 2016
  14. Faisal Imran, "Discovering Expert Groups in Pakistan Research Community", 2016
  15. Aslam Jarwar, "A Framework for Detecting Event related Sentiments of a Community", 2015
  16. Zahid Younas, "Integrating Multimodal Features for Automatic Image Annotation", 2015
  17. Abdul Rehman Janjua, "Analysis of Social Media Presence of Pakistani Politicians", 2015
  18. Farid Minhas, "Clustering and Presenting Twitter Streams", 2014
  19. M. Ali Masood, "Multi Feature Space LDA (MFS-LDA) for Tag Recommendation in Cold Start Problem", Quaid-i-Azam University, 2013
  20. Abdul Razzaq, "Automated Separation of Cross Cutting Concerns", Quaid-i-Azam University, 2013

BS/MSc Projects Supervised

  1. Muhammad Aleem Siddique, "Stock Market Prediction System", 2021
  2. Farman Ullah, "Expense Manager for Real Estate Developers", 2021
  3. Khuzama Muqeem, "General Purpose Social Media Analytics Tool", 2021
  4. Ghulam Farid, "Grievance Detection System", 2021
  5. Ibrar Younas, "Stress Relief Application", 2021
  6. Muhammad Shahzad, "Gone days: A Game Developed in Unity 3D", 2020
  7. Ahsan Sheraz, "EDS: Event Detection System for Twitter", 2019
  8. Warda Zulfiqar, "Markhor: A Spy Hunting Game Developed in Unity 3D", 2019
  9. Anita Ishaq, "Kids Math: A Math Learning Game for Kids", 2019
  10. Rimsha Iqbal, "Aftermath of bribery: A game to address the issue of bribery", 2019
  11. Sadia Parveen, "Zero to Hero: A game for addressing the issue of unemployment", 2019
  12. Amjad Dahlawi and Ali Almalki, "Analyzing Performance of Saudi Universities on Twitter", 2018
  13. Ahmad Mohsen Alamoudi and Mohammad Saleh Alharbi, “Social Network Analyzer for Discussions on Twitter”, 2018
  14. Abdulrahman Sumaydaee and Abdullah Almalki, “Twitter Analytics Dashboard”, 2018
  15. Abdullah Barayan and Abdulaziz Bagour, “Web App for Diet Center”, 2017
  16. Faissal Al-Ghamdi and Ahmad Al-Juhani, "Intelligent Parking Management System", 2017
  17. Yassser Alharbi, Ahmad Alharbi, "Online Booking System for Football Stadiums", 2017
  18. Memoona Bibi, "Interactive Game for Learning English", 2015
  19. Mubashar, "An Android App for Eastern Musical Instruments", 2015
  20. Iqra Tallat, "An Intelligent Video Surveillance System", 2015
  21. Khushbakht Iqtidar, "A 2D Physics based Game", 2015
  22. Omar Aslam, "A Virtual Reality Tool for Selecting Dresses through Gestures", 2015
  23. Asma Riaz, "Distributed Tweets Crawler and Analyzer", 2015
  24. Kanza Hamid, "Tweets in Social Media Perspective", 2015
  25. Ijaz Muhammad, "Android Based Activity Logger", 2015
  26. Sadam Hussain, "Dengue Awareness Game for Desktop and Android Platforms", Quaid-i-Azam University, 2014
  27. Rizwan Fazal, "A Game for Improving Mathematical Skills of Children" , Quaid-i-Azam University, 2014
  28. Muhammad Usman, "A Flock of Birds Game using a Verlet Physics Engine" , Quaid-i-Azam University, 2014
  29. Tayyaba Shabbir, "Socio Tourism (A social media based tourism website)", Quaid-i-Azam University, 2013
  30. Muhmmad Adeel Nawaz, "Location based Reminder System for Android", Quaid-i-Azam University, 2013
  31. Muhammad Zeeshan Aslam, "Traffic Jam Notification System for Smart Phone Users", Quaid-i-Azam University, 2013
  32. Muhammad Zubair, "Comparing Wikipedia Articles using Formal Concept Analysis", Quaid-i-Azam University, 2013
  33. Muhammad Umer, "A Hybrid Fuel Logging System for Android based Smart Phones", Quaid-i-Azam University, 2013
  34. Zeeshan Ali, "An Intelligent SMS Greeter for Android based Smart Phones", Quaid-i-Azam University, 2013
  35. Muhammad Farooq, "OPAS: Online Property Advertisement System", Quaid-i-Azam University, 2012
  36. Khalid Mehmood, "Visualization of Electoral Results on Google Maps", Quaid-i-Azam University, 2012
  37. Sundas Munir, "FolkDroid System: A Search Interface to Folksonomies for Android based Smart Phones", Quaid-i-Azam University, 2011
  38. Amina Asif, "Content Based Image Retrieval System for Social Media", Quaid-i-Azam University, 2011
  39. Muhammad Adeel Ramzan, "Pak Web 2.0 (A social media perspective of Pakistan)", Quaid-i-Azam University, 2011

Professional Activities

Invited Talks

Research Related Activities

Academic Administrative Activities

PC Member

Reviewing for Journals