TRONG 'S PERSONAL PAGE
Hi, my name is Le Duc Trong. I am Lecturer at University of Engineering and Technology, Vietnam National University, Hanoi. I obtained PhD from Singapore Management Univeristy in 2019 under the supervision of Associate Professor Hady W. Lauw and Assistant Professor Yuan Fang. Ealier on, I received my Bachelor in Information Technology from University of Engineering and Technology, VNU Hanoi in 2011.
My research interests are text/web mining, natural language processing and recommender systems. Besides doing research, I love playing guitar, piano as well as table tennis.
December 2, 2020: Paper accepted at AAAI'21, titled "Modular Graph Transformer Networks for Multi-Label Image Classification",
Octorber 25, 2020: Session Chair (Poster-P2B) at PACLIC 2020
September 30, 2020: Paper accepted at COLING'20, titled "Multimodal Review Generation with Privacy and Fairness Awareness",
August 26, 2020: Invited as PC member for IJCAI'21
August 20, 2020: Invited as PC member for PAKDD'21
July 27, 2020: Paper accepted at ACMMM'20, titled "Privacy-Preserving Visual Content Tagging using Graph Transformer Networks".
July 30, 2019: Graduated from SMU PhD officialy
May 10, 2019: Paper accepted at IJCAI'19, titled "Correlation-Sensitive Next-Basket Recommendation".
June 25, 2018: Pass the "Effective Communication Skills for Graduate Instructors" assessment to be a GI in Term 1 AY18-19.
April 17, 2018: Paper accepted at IJCAI'18, titled "Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation".
June 8, 2017: Received the IJCAI Student Travel Award to attend the IJCAI 2017 conference in Melbourne, Australia
April 23, 2017: The paper titled "Basket-Sensitive Personalized Item Recommendation" has been accepted at IJCAI 2017
Sep 19, 2016 – Sep 23, 2016: Participated the ECMLPKDD 2016 conference in Riva del Garda, Italy
June 20, 2016: The paper titled "Modeling Sequential Preferences with Dynamic User and Context Factors" has been accepted at ECMLPKDD 2016
Harry Nguyen, Xuan-Son Vu and Duc-Trong Le. Modular Graph Transformer Networks for Multi-Label Image Classification. AAAI'21, February, 2021, Virtual (To appear)
Xuan-Son Vu, Thanh-Son Nguyen, Duc-Trong Le and Lili Jiang. Multimodal Review Generation with Privacy and Fairness Awareness. COLING'20, December 2020, Barcelona, Spain (To appear)
Xuan-Son Vu, Duc-Trong Le, Christoffer Edlund, Lili Jiang and Harry Nguyen. Privacy-Preserving Visual Content Tagging using Graph Transformer Networks. ACMMM'20, October 2020, Seattle, United States
Duc-Trong Le, Hady W.Lauw, Yuan Fang. Correlation-Sensitive Next-Basket Recommendation. IJCAI'19, August 2019, Macau, China
Duc-Trong Le, Hady W.Lauw, Yuan Fang. Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation. IJCAI'18, July 2018, Stockholm, Sweden
Duc-Trong Le, Hady W. Lauw, Yuan Fang. Basket-sensitive Personalized Item Recommendation. IJCAI'17, August 2017, Melbourne, Australia.
Duc-Trong Le, Yuan Fang, and Hady W. Lauw. Modeling Sequential Preferences with Dynamic User and Context Factors. ECMLPKDD'16, Sep 2016, Rivar Del Garda, Italy.
Transactions on Knowledge and Data Engineering (TKDE)
Frontiers of Computer Science (FCS)
2021: PAKDD, IJCAI
2020: PAKDD, IJCAI-PRICAI, ECML-PKDD, KSE
Conference External Reviewer: AIRS' 16, PAKDD'17, DSAA'17, AAAI'21
AY16-17: IS103 - Computational Thinking
AY16-17: IS201 - Object Oriented Application Development
AY17-18: IS103 - Computational Thinking
AY18-19: IS103 - Computational Thinking