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.

Archit MUKHERJEE
Research Engineer
Email: architm@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Pervasive Sensing & Systems
Research and Project Topics
On-device Signal Processing in Knitted Wearables

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

DAI Guangzhao
Visiting Postgraduate Research Student (PhD)
Email: gzdai@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
3D medical imaging for MOH healthcare
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

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

Harold Abraham JOSEPH
Research Engineer
Email: hajoseph@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Pervasive Sensing & Systems
Research and Project Topics
Transforming Competitive Swimming with Physiological & Smart Drone Based Sensing, Analysis and Coaching Insights

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

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

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.

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

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 Guangyu
Visiting Postgraduate Research Student (PhD)
Email: guangyuli@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
Dual channel strategy for retailers in live streaming commerce

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 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

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

Neemesh YADAV
Research Engineer
Email: neemeshy@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Conversational Health AI for Mental Health.

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

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

Sasika Amarasinghe YATTOWITA WITHANAGE
Visiting Research Student (Undergrad)
Email: sasikayw@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Pervasive Sensing & Systems
Research and Project Topics
Optimizing Multi-Modal Human Machine Interaction

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

Shaun LIEW Xin Hong
Research Engineer
Email: shaunliew@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Human-Computer Interaction
Research and Project Topics
Improving Collaboration between AI and Clicians for Head and Neck Cancer Screening

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

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 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 Jiyan
Research Scientist
Email: jiyanwu@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Pervasive Sensing & Systems
Research and Project Topics
Energy-Optimized, Situated Instruction Comprehension for Pervasive Assistive Agents

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

XIA Ruihao
Visiting Postgraduate Research Student (PhD)
Email: ruihaoxia@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Synthesis and Resilience: Generative Models for Generalizable 3D World Understanding

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

XING Ligang
Visiting Postgraduate Research Student (PhD)
Email: lgxing@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
Influential Factors and Mechanisms of Action in the Development of Commercial Space Enterprises

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

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 Ni
Research Engineer
Email: nizhang@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Pervasive Sensing & Systems
Research and Project Topics
On-device Signal Processing in Knitted Wearables

ZHANG Qi
Research Engineer
Email: qizhang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Weakly-supervised Semantic Segmentation and Its Applications in SAR Images

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.

ZHAO Yunxiao
Visiting Postgraduate Research Student (PhD)
Email: yxzhao@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Self-explaining Rationalization and Reasoning

ZHOU Xiaofeng
Visiting Postgraduate Research Student (PhD)
Email: xfzhou@smu.edu.sg
Research and Project Topics
Advancing Large Language Models with Feedback

ZHOU Xin
Research Scientist
Email: xinzhou@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
LLM for Software Engineering

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