Research Staff / Visitors


ABE Yuki

Visiting Postgraduate Research Student (PhD)

Email: yuukiabe@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Human-Computer Interaction

Research and Project Topics

Computer-supported Mixed-used-ability Collaboration for Inclusive Social Activities: Two Case Studies


AI Guoguo

Visiting Postgraduate Research Student (PhD)

Email: guoguoai@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Graph representation learning


Ambrose WEE Chong Yin

Research Engineer

Email: ambrosewee@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

PresentationPro: Improving Public Speaking Skills through AI-Driven Virtual Reality Interactions.


Annabelle LEE

Research Assistant

Email: annabellelee@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Executable AI Semantics for AI Framework Analysis


BAI Jianli

Research Scientist

Email: jianlibai@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Secure and Efficient Decision Tree Evaluation


Budhitama SUBAGDJA

Research Scientist

Email: budhitamas@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

K_EMERGE (Knowledge Extraction Modelling, and Explainable Reasoning for General Expertise.


CASSIERI Pietro

Visiting Postgraduate Research Student (PhD)

Email: pcassieri@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Synthetic data and AI to improve Code Quality


CHANG Jianming

Visiting Postgraduate Research Student (PhD)

Email: jmchang@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Fault Localization and Program Analysis


CHEN Yiran

Visiting Postgraduate Research Student (PhD)

Email: yirancheng@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Software Security Engineering


Colin Matthew AU YEUNG

Visiting Postgraduate Research Student (Masters)

Email: colinauyeung@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Designing Ubiquitous Computing Experiences with a Virtual Reality Toolkit


DONG Guoliang

Research Scientist

Email: gldong@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Executable AI Semantics for AI Framework Analysis


DONG Xiao

Visiting Postgraduate Research Student (PhD)

Email: xdong@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Towards Theoretically-Sound and Practical-Efficient Deep Learning Optimizer.


Emran POH

Research Assistant

Email: emranpoh@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Human-Computer Interaction

Research and Project Topics

Developing Intelligent Agents that Assist with Human Situational Difficulties


GAO Fei

Visiting Postgraduate Research Student (PhD)

Email: feigao@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Cross-Domain Scheduling and Federated Learning


GAO Xuanqi

Visiting Postgraduate Research Student (PhD)

Email: xqgao@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Fairness of large language models and AI agents


GAO Yuan

Visiting Postgraduate Research Student (PhD)

Email: yuangao@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Graph Representation Learning Contrastive Learning


GE Zichang

Research Engineer

Email: zichangge@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

The “Other Me”: Human-Centered AI Assistance In Situ


GONG Ze

Research Scientist

Email: zegong@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

The “Other Me”: Human-Centered AI Assistance In Situ


GUI Shuangchun

Research Engineer

Email: scgui@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Learning Assisted Human-Al Collaboration for Large-scale Practical Combinatoial Optimization.


GUI Yinxuan

Visiting Postgraduate Research Student (Masters)

Email: yxgui@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Food Recognition: Causality-driven Cross-modal Cross-lingual Domain Adaptation.


HAO Meng

Research Scientist

Email: menghao@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Secure Multi-Party Computation


Hari CHITTOOR

Research Scientist

Email: haric@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Information Systems Management

Research and Project Topics

Quantum-Enhanced Modelling of Financial Time-Series Data for Rare Event Forecasting


HE Hui

Visiting Postgraduate Research Student (PhD)

Email: huihe@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Time series forecasting


HE Junda

Research Engineer

Email: jundahe@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Making Big Code Active: From Billions of Code Tokens to Automation


HOANG Minh Huy

Research Engineer

Email: mhhoang@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

The “Other Me”: Human-Centered AI Assistance In Situ


HSU Hsintzu

Research Engineer

Email: hsintzuhsu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Learning by Doing in the Age of Big Data


HU Han

Visiting Postgraduate Research Student (PhD)

Email: hanhu@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TrustedSEERs: Trusted Intelligent Work Bots for Engineering Better Software Faster.


HU Ruomeng

Visiting Postgraduate Research Student (PhD)

Email: ruomenghu@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Information Systems Management

Research and Project Topics

Platform-based competition strategy


HUANG Junjie

Visiting Postgraduate Research Student (PhD)

Email: jjhuang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Security and Privacy Techniques for Large Language Models


HUANG Ziwei

Research Engineer

Email: ziweihuang@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Learning Assisted Human-Al Collaboration for Large-scale Practical Combinatoial Optimization.


Jai Lal LULLA

Research Engineer

Email: jllulla@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Mitigating Software Supply Chain Attacks through Automation and Code Ownership.


Jeffrey David THILAK MOSES

Research Engineer

Email: jeffreydavid@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

“Training Non-Expert Humans using AI” (termed as the AACHARYA.AI project


JIANG Changsong

Visiting Postgraduate Research Student (PhD)

Email: csjiang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Privacy-preserving authentication for IoT and digital identity systems.


JIANG Weipeng

Visiting Postgraduate Research Student (PhD)

Email: wpjiang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Automated Testing of Deep Learning Libraries


JIANG Yuan

Visiting Research Scientist

Email: yuanjiang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Software Vulnerability Detection and Large Language Model (LLM) Security and Privacy


Jimmy HO

Research Engineer

Email: jimmyho@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Trust to Train and Train to Trust: Agent Training Programs for Safety-Critical Environments.


KE Guanzhou

Visiting Postgraduate Research Student (PhD)

Email: guanzhouke@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Large-scale Multimodal Representation Learning


Keiichi IHARA

Visiting Postgraduate Research Student (PhD)

Email: kihara@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Human-Computer Interaction

Research and Project Topics

Exploring AR Window Design for Safe and Efficient AR Use During Walking.


Kenji LEONG Kah Hoe

Research Engineer

Email: kenjileong@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Acute workforce response to “Demand pulled” patient lifecycle data via Generative Flow Networks and Graph Neural Networks


Konstantinos THEOCHARIDIS

Research Scientist

Email: konstantinos@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

Lifelong Learning for Recommender Systems: Continual, Cross-Domain, and Cross-Platform Approaches


LAI Yibin

Research Engineer

Email: yblai@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Multi-modal, Real-time Comprehension for Interactive Intelligent Human-Agent Interaction.


LE Ba Luat

Visiting Research Student (Undergrad)

Email: lebaluat@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Trust to Train and Train to Trust: Agent Training Programs for Safety-Critical Environments


LEE Ki-Chang

Visiting Postgraduate Research Student (PhD)

Email: kichanglee@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

Designing a monitoring system for Olympic-level swimmers.


LEE Xin Wei

Research Scientist

Email: xwlee@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Acute workforce response to “Demand pulled” patient lifecycle data via Generative Flow Networks and Graph Neural Networks


LI Feng

Research Scientist

Email: fengli@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Design and analysis of searchable encryption schemes.


LI Zhe

Research Engineer

Email: zheli@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Executable AI Semantics for AI Framework Analysis.


LIANG Yuan

Visiting Postgraduate Research Student (PhD)

Email: yuanliang@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

AntiGen: Safeguarding Artistic and Personal Visual Data from Generative AI


LIN Guixu

Visiting Postgraduate Research Student (PhD)

Email: guixulin@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

AntiGen: Safeguarding Artistic and Personal Visual Data from Generative AI


LIN Ziyu

Visiting Postgraduate Research Student (Master)

Email: ziyulin@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Design TEE (Trusted Execution Environment) Based Systems for Cloud Data Security and Privacy Protection


LING Jiajing

Research Scientist

Email: jiajingling@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Trust to Train and Train to Trust: Agent Training Programs for Safety-Critical Environments


LING Xinpeng

Visiting Postgraduate Research Student (Masters)

Email: xpling@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Federated Learning with Limited Bandwidth and Heterogeneous Data.


LIU Chenyu

Visiting Postgraduate Research Student (PhD)

Email: cyliu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Data-Driven Optimization and Artificial Intelligence for Future Fintech


LIU Jie

Visiting Postgraduate Research Student (PhD)

Email: jliu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Improving Cooperation Efficiency for Embodied Multi-Agent Cooperation


LIU Junrui

Visiting Postgraduate Research Student (PhD)

Email: junruiliu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

User behavior preference and bias in recommender systems


LIU Xiaochen

Visiting Postgraduate Research Student

Email: xiaochenliu@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Pervasive Sensing & Systems

Research and Project Topics

Enhancing Situated Learning with Mixed-Reality Avatars Driven by mmWave Motion Capture.


LIU Yonghui

Visiting Postgraduate Research Student (PhD)

Email: yhliu@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Call Graph-Driven Approach for Android Debloating 


LOW Siow Meng

Senior Research Engineer

Email: siowmenglow@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

The “Other Me”: Human-Centered AI Assistance In Situ


LU Guangguang

Research Engineer

Email: gglu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

Tokenized Economy and Collaborative Intelligence for Web 3 Media Industry.


LU Yuqin

Visiting Postgraduate Research Student (PhD)

Email: yuqinlu@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

AntiGen: Safeguarding Artistic and Personal Visual Data from Generative AI


LYU Xiao

Visiting Postgraduate Research Student (PhD)

Email: xlyu@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Research on Image Reconstruction and Quality Assessment Methods Based on Visual Perception


LYU Yida

Visiting Research Student (Undergrad)

Email: yidalyu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Federated Learning with Limited Bandwidth and Heterogeneous Data.


Manuj MALIK

Research Engineer

Email: manujm@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Learning Robust Neural Heuristic for Solving Vehicle Routing Problems in Logistics


Monit SHARMA

Research Engineer

Email: monitsharma@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Optimizing Supply Chain Resilience with Quantum Samplin


Moses LEE

Research Engineer

Email: moseslee@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Acute workforce response to “Demand pulled” patient lifecycle data via Generative Flow Networks and Graph Neural Networks


NIU Yudong

Research Scientist

Email: ydniu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

LLM graph exploration


Palakorn ACHANANUPARP

Senior Research Scientist

Email: palakorna@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Food computing projects


Panahetipola Mudiyanselage Nuwan Shriyantha BANDARA

Research Engineer

Email: pmnsbandara@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Pervasive Sensing & Systems

Research and Project Topics

Understanding Temporal Dynamics of Core Cognitive Functions for Individualised Learning


Paul TANG Mingzheng

Research Engineer

Email: paultang@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

On Demand Delivery Assignment Recommender


PHAM Quang Anh

Research Engineer

Email: qapham@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Trust to Train and Train to Trust: Agent Training Programs for Safety-Critical Environments


PHAM Vu Thu Nguyet

Research Engineer

Email: pvtnguyet@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Information Systems Management

Research and Project Topics

Online and Offline Channel Integration in Healthcare Services


Pouya SADEGHI

Visiting Research Student (Undergrad)

Email: pouyas@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Formal Methods for Safe and Trustworthy Probabilistic Systems


QI Huiyan

Research Engineer

Email: huiyanqi@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Quantity-aware Embedding for Dietary Suggestion Generation 


Rajiv Ranjan KUMAR

Research Scientist

Email: rajivk@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

The “Other Me”: Human-Centered AI Assistance In Situ


Ramesha KARUNASENA

Research Engineer

Email: rameshak@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Neural Network based Robust Approaches to Solving Large Scale Threat Screening Games


Robbert Victor Jacobus REIJNEN

Visiting Postgraduate Research Student (PhD)

Email: rreijnen@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Automated Configuration of heuristic algorithms for solving scheduling problems


SEO Hyuna

Visiting Postgraduate Research Student (PhD)

Email: hyunaseo@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

Emomimic: Translating Human Motion to Avatar Expression in Mixed Reality


Shanthoshigaa D

Research Engineer

Email: shanthod@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Research Engineer


Shashank Reddy CHIRRA

Research Engineer

Email: shashankc@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

The “Other Me”: Human-Centered AI Assistance In Situ


SHI Jieke

Research Engineer

Email: jiekeshi@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Making Big Code Active: From Billions of Code Tokens to Automation.


Shubham PATERIA

Research Scientist

Email: shubhamp@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

TrustFUL: Trustworthy Federated Ubiquitous Learning


SONG Yuhao

Senior Research Engineer

Email: yhsong@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

A Decentralized Approach Towards Trustworthy Federated Edge Learning System.


SUN Kexin

Visiting Postgraduate Research Student (PhD)

Email: kexinsun@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Mining Software Repositories Based on Text Sentiment Analysis


SUN Zhensu

Research Engineer

Email: zssun@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TrustedSEERs: Trusted Intelligent Work Bots for Engineering Better Software Faster


TANG Guofeng

Research Scientist

Email: gftang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Threshold Digital Signatures for Blockchain-based Cryptocurrency


TRUONG Quang Hai

Research Scientist

Email: qhtruong@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Pervasive Sensing & Systems

Research and Project Topics

Leveraging Mobile Sensing to Provide Early Detection of Meltdowns in Children with Autism


TSAI Pei-Hua

Visiting Postgraduate Research Student (Masters)

Email: phtsai@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Human-Computer Interaction

Research and Project Topics

Dynamic AI Moderator


VO Tien Dung

Visiting Research Student (Undergrad)

Email: tiendungvo@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Advancing LLMs for Target-Driven Conversation: A Dual Model Framework.


WANG Cong

Visiting Postgraduate Research Student (PhD)

Email: congwang@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Human-Computer Interaction

Research and Project Topics

Human-Robot Communication through Visual Generation and Editing.


WANG Ping

Visiting Postgraduate Research Student (PhD)

Email: pingwang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Mobile Computing and Information Security


WANG Qing

Visiting Postgraduate Research Student (PhD)

Email: qingwang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Searchable Encryption.


WANG Shen

Research Engineer

Email: shenwang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Detecting VM-Packed Android Malware via Deep Learning Techniques.


WEI Jiali

Visiting Postgraduate Research Student (PhD)

Email: jialiwei@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Safety Evalution of Large Language Models


William TAN Kiat Wee

Research Engineer

Email: williamtan@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Pervasive Sensing & Systems

Research and Project Topics

Leveraging Mobile Sensing to Provide Early Detection of Meltdowns in Children with Autism


WU Siyuan

Research Scientist

Email: siyuanwu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

PERFLEXO: a PERsonalized, FLExible, and controlled Output-size framework for multi-objective preference queries in large databases


WU Yuxia

Research Scientist

Email: yuxiawu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

Universal Pre-training of Graph Neural Networks


Xavier Jayaraj Siddarth ASHOK

Research Engineer

Email: xaviera@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Computational Jobs and Skills Analysis


XIE Yi

Visiting Postgraduate Research Student (PhD)

Email: yixie@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Information Systems Management

Research and Project Topics

Health data analytics


XU Xiangrui

Visiting Postgraduate Research Student (PhD)

Email: xiangruixu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Vertical Federated Learning


YAN Jin

Research Engineer

Email: jinyan@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

On Demand Delivery Assignment Recommender


YANG Yizhe

Visiting Postgraduate Research Student (PhD)

Email: yizheyang@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

Conversational Agents based on Large Language Models


YANG Zhiyu

Research Engineer

Email: zyyang@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Human-Computer Interaction

Research and Project Topics

Proactive Conversational Agent for Real-world Planning


YAO Qinghua

Visiting Postgraduate Research Student (Masters)

Email: qhyao@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Applications of Vertical Federated Learning.


YIN Junhui

Visiting Research Scientist

Email: jhyin@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Few-shot Adaptation in Large-scale Models


YING Weng Yan

Research Engineer

Email: wyying@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Sensors In-home for Elder Wellbeing


YU Xingtong

Research Scientist

Email: xingtongyu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

Universal Pre-training of Graph Neural Networks.


YU Yang

Visiting Postgraduate Research Student (PhD)

Email: yangyu@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Few-shot learning, time series forecasting, and large language models.


Zain AHMAD

Research Engineer

Email: zainahmad@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

“Training Non-Expert Humans using AI” (termed as theAACHARYA.AI project


ZHANG Chunjie

Research Engineer

Email: cjzhang@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

ADL Monitoring and Wellness Analysis for Ageing in Place (AMWA)


ZHANG Li

Visiting Research Engineer

Email: zhangli@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Learning Assisted Human-AI Collaboration for Large-scale Practical Combinatorial Optimization.


ZHANG Si

Research Scientist

Email: sizhang@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Decision Making & Optimization

Research and Project Topics

Next generation roster management via reinforcement learning


ZHANG Yiming

Research Scientist

Email: ymzhang@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Data Management & Mining

Research and Project Topics

TradeMaster: Reinforcement Learning-based Quantitative Trading Toolkit


ZHANG Yuhao

Research Engineer

Email: yuhaozhang@smu.edu.sg


Research Area
  • Learning & Work
    • Technology-Enhanced Learning & Pedagogy

Research and Project Topics

PromptTutor - Generative AI-enabled Personalised Tutor for Reflection Learning in Programming Courses.


ZHANG Zhihan

Research Engineer

Email: zhzhang@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

ProExpan: Proactive Ontology Expansion for Conversational Agents


ZHAO Qi

Visiting Postgraduate Research Student (PhD)

Email: qizhao@smu.edu.sg


Research Area
  • Artificial Intelligence & Data Science
    • Machine Learning & Intelligence

Research and Project Topics

Controllable, Accurate and Accelerated Video Generation & Edition.


ZHOU Xiaofeng

Visiting Postgraduate Research Student (PhD)

Email: xfzhou@smu.edu.sg

Research and Project Topics

Advancing Large Language Models with Feedback


ZHOU Yang

Visiting Postgraduate Research Student (PhD)

Email: yangzhou@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

AntiGen: Safeguarding Artistic and Personal Visual Data from Generative AI


ZHOU Yuan

Research Scientist

Email: yuanzhou@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Evaluating the Perception Module in Autonomous Driving Systems: Impact on Vehicle Motion.


ZHU Kun

Visiting Postgraduate Research Student (PhD)

Email: kzhu@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Advancing LLMs for Target-Driven Conversation: A Dual Model Framework and ProExpan: Proactive Ontology Expansion for Conversational Agents