About Me

I am an Assistant Professor at Information Systems Technology and Design (ISTD), Singapore University of Technology and Design (SUTD), Singapore. I obtained my Ph.D. degree from the School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore in 2018. My supervisors are Prof. Zhang Jie and Dr. Xu Chi. My research topic is artificial intelligence, specializing in trustworthy recommender systems. 

I am leading the Trustworthy User Modelling and Personalization (TUMP) Lab at SUTD, mainly focusing on (1) applying data mining and machine learning techniques to design trustworthy (e.g., robust, diverse, fair, explainable, privacy-preserving) recommendation algorithms in various domains, such as e-commerce, location-based social networks (LBSNs), and healthcare; (2) benchmarking recommendations for fair comparison by leading the development of open-source libraries DaisyRec and DaisyRec-v2.0. 

Research Interests

• Recommender Systems, User Modelling, and Social Network Analysis

• Machine Learning (Deep Learning/Reinforcement Learning/Large Language Models) and Data Mining

Open Positions

• 📢 Call for Full-Time PhD Applicants, Fully-supported by SUTD/AISG/SINGA/SUTD-NUS Joint PhD Programme (Send CV to: zhu_sun@sutd.edu.sg) 

• 📢 Call for China Scholar Council Visting PhD Applicants

What is New?

• [Sep 2025] One paper was accepted by IEEE TEVC 2025. Congratulations to all co-authors!

• [Sep 2025] Welcome Zhuoxuan Huang to our team as a Visiting PhD student!

• [Aug 2025] I was invited to give a talk on generative recommendation at Huawei Hong Kong Research Center (HKRC)!

• [Aug 2025] I was invited to give a talk on generative recommendation at the Department of Computer Science, Hong Kong Baptist University (HKBU)!

• [Aug 2025] Welcome Lingfeng Huang to our team as a Research Assistant! 

• [Aug 2025] I have been appointed as the Undergraduate Consortium Co-Chair of AAAI 2026!

• [May 2025] One paper was accepted by KDD 2025

• [May 2025] One paper was accepted by ACM TOIS 2025

• [Apr 2025] I was awarded the 2025 TL@SUTD Seed Research Project Grant as the PI!

• [Apr 2025] I was invited as a mentor for the PhD Symposium at TheWebConf 2025 

• [Apr 2025] I was invited to give a talk titled "Leveraging LLMs for Recommendation" at the Women in the Web session of TheWebConf 2025

• [Apr 2025] I received the Rising Stars of Women in Web Award at TheWebConf, 2025!

• [Apr 2025] One paper was accepted by ACM TOIS 2025

• [Apr 2025] One paper was accepted by SIGIR 2025

• [Mar 2025] One paper was accepted by Neural Networks 2025

• [Feb 2025] Our paper "Revisiting Bundle Recommendation for Intent-aware Product Bundling" has been selected as ACM TORS 2024 Featured Article!

• [Feb 2025] I was invited to join the Editorial Board of Memetic Computing for 2025

• [Jan 2025] One paper was accepted by Neural Networks 2025

• [Jan 2025] One paper was accepted by TheWebConf 2025 as an oral presentation!

• [Jan 2025] One paper was accepted by ACM TOIS, 2025

• [Dec 2024] My PhD Student Sun Yatong at MQ was awarded the Vice-Chancellor's Commendation for his PhD Thesis - Congratulations 🎉🎉🎉!

• [Dec 2024] I was awarded the 2024 SUTD Kickstarter Initiative (SKI) Grant as the PI!

• [Dec 2024] Three research papers were accepted by AAAI, 2025

• [Dec 2024] One paper was accepted by IJHCI, 2024

• [Nov 2024] One paper was accepted by ACM TIST, 2024

• [Oct 2024] I received the Outstanding Reviewer Award at ACM RecSys, 2024

• [Jul 2024] One paper was accepted by ACM RecSys, 2024

• [Jul 2024] We received a Best Paper Nomination at SIGIR, 2024 

• [May 2024] Two research papers were accepted by KDD, 2024

• [Mar 2024] Four research papers were accepted by SIGIR, 2024