Publications

1. Looking Further into the Future: Career Pathway Prediction
   Michiharu Yamashita, Yunqi Li, Thanh Tran, Yongfeng Zhang and Dongwon Lee
   WSDM Workshop 2022
   PDF

2. A Neural Prosody Encoder For End-To-End Dialogue Act Classification
   Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran , Markus Mueller, Grant Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo
   ICASSP 2022
   PDF

3. Adaptive global-local context fusion for multi-turn spoken language understanding
   Thanh Tran* , Kai Wei*, Weitong Ruan, Ross McGowan, Nathan Susanj, Grant P. Strimel
   AAAI IAAI 2022
   PDF

4. Attentive contextual carryover for multi-turn end-to-end spoken language understanding
   Kai Wei*, Thanh Tran* , Feng-Ju Chang, Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Jing Liu, Anirudh Raju, Ross McGowan, Nathan Susanj, Ariya Rastrow, Grant P. Strimel
   ASRU 2021
   PDF

5. Gender Classification Using Full Names and Content
   Yifan Hu, Changwei Hu, Thanh Tran , Tejaswi Kasturi, Elizabeth Joseph, Ili Selinger
   Data Mining and Knowledge Discovery, 2021
   PDF

6. Efficient Hyper-parameter Optimization for Neural Networks
   Thanh Tran , Yifan Hu, Changwei Hu, Kevin Yen, Fei tan, Kequian Li
   Yahoo TechPulse 2020
   PDF

7. HABERTOR: An Efficient and Effective Deep Hatespeech Detector
   Thanh Tran , Yifan Hu, Changwei Hu, Kevin Yen, Fei Tan, Kyumin Lee and Se Rim Park
   EMNLP 2020 (AR = 754/3359 = 22.4%)
   PDF |
   

8. Quaternion-based self-Attentive Long Short-term User Preference Encoding for Recommendation
   Thanh Tran , Di You, Kyumin Lee
   CIKM 2020 (AR = 193/920 = 21%)
   PDF |
   

9. What’s in a Name? – Gender Classification of Names with Character Based Machine Learning Models
   Yifan Hu, Changwei Hu, Thanh Tran, Tejaswi Kasturi, Elizabeth Joseph, Matt Gillingham
   Yahoo TechPulse 2019 (AR = 49/685 = 7%)
   PDF |
   

10. Language Model for Hate-speech Classification in Yahoo News and Finance
    Thanh Tran, Yifan Hu, Changwei Hu, Kevin Yen, Fei Tan, Se Rim Park
    Yahoo TechPulse 2019 (AR = 49/685 = 7%)
    PDF |
    

11. Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation
    Thanh Tran, Renee Sweeney, Kyumin Lee
    SIGIR 2019 (AR = 84/426 = 20%)
    PDF |
    

12. Signed Distance-based Deep Memory Recommender
    Thanh Tran, Xinyue Liu, Kyumin Lee, Xiangnan Kong
    WWW 2019 (AR = 225/1247 = 18%)
    PDF |
    

13. Regularizing matrix factorization with user and item embeddings for Recommendation
    Thanh Tran, Kyumin Lee, Yiming Liao, Dongwon Lee
    CIKM 2018 (AR = 147/862 = 17%)
    PDF |
    

14. Identifying On-time Reward Delivery Projects with Estimating Delivery Duration in a Crowdfunding Platform
    Thanh Tran, Kyumin Lee, Nguyen Vo, Hongkyu Choi
    ASONAM 2017 (AR = 19%)
    PDF |
    

15. Characteristics of On-time and Late Reward Delivery Projects
    Thanh Tran, Kyumin Lee
    ICWSM 2017
    PDF |
    

16. How to Succeed in Crowdfunding: a Long-Term Study in Kickstarter
    Thanh Tran, Madhavi R. Dontham, Kyumin Lee
    arxiv 2017
    PDF |
    

17. MRAttractor: Detecting Communities from LargeScale Graphs
    Nguyen Vo, Kyumin Lee, Thanh Tran
    IEEE Big Data 2017 (AR = 79/437 = 18%)
    PDF |
    

18. Understanding Backing Patterns in Online Crowdfunding Communities
    Yiming Liao, Thanh Tran, Dongwon Lee and Kyumin Lee
    Websci 2017 (AR = 24%)
    PDF |
    

19. Revealing and Detecting Malicious Retweeter Groups
    Nguyen Vo, Kyumin Lee, Cheng Cao, Thanh Tran and Hongkyu Choi
    ASONAM 2017
    PDF |
    

20. Understanding Citizen Reactions and Ebola-Related Information Propagation on Social Media
    Thanh Tran, Kyumin Lee
    ASONAM 2016
    PDF |
    

21. Uncovering Fake Likers in Online Social Networks
    Prudhvi Ratna Badri Satya, Kyumin Lee, Dongwon Lee, Thanh Tran and Jiasheng Zhang
    CIKM 2016
    PDF |
    

22. An information content based partitioning method for the anatomical ontology matching task
    Dac-Thanh Tran, Duy-Hoa Ngo and Phan-Thuan DO
    SoICT 2012
    PDF |