Research Staff / Visitors

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.

Andy CHEANG
Research Engineer
Email: andycheang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Robust and Efficient Alignment for Integrity in Conversational Agents

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.

CHANG He
Visiting Postgraduate Research Student (PhD)
Email: hechang@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
General Multimodal Event Forecasting via Large Foundation Models.

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 Zhiyi
Visiting Postgraduate Research Student (PhD)
Email: zychen@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
Decoding Organizational Ethical Awareness: Unraveling the Formation and Consequences in the Context of Generative AI.

CHONG Kok Soon
Research Engineer
Email: koksoonchong@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
Can ChatGPT Provide Better Feedback on Students’ Academic Work than Human Instructors? Insights from the Perspective of Adult Learners in Continuous Education.

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 Shan
Research Engineer
Email: sdong@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Computational Social Science Research using LLM and chatbots

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

GAN Kian Yu
Research Engineer
Email: kygan@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

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.

HAO Meng
Research Scientist
Email: menghao@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Secure Multi-Party Computation

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

JIA Shuyang
Visiting Postgraduate Research Student (PhD)
Email: shuyangjia@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
Decoding Organizational Ethical Awareness: Unraveling the Formation and Consequences in the Context of Generative AI.

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 Houcheng
Visiting Postgraduate Research Student (Masters)
Email: hcjiang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Robust and Efficient Alignment for Integrity in Conversational Agents

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

JIN Peng
Visiting Postgraduate Research Student (PhD)
Email: pengjin@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
Empower Fashion-aware Travel Wardrobe Construction using Large Language Models

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

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

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

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 Shuai
Visiting Postgraduate Research Student (PhD)
Email: shuailing@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
ProExpan: Proactive Ontology Expansion for Conversational Agents.

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 Yang
Visiting Postgraduate Research Student (Masters)
Email: janetliuyang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Universal Pre-training of Graph Neural Networks

LIU Yeshen
Visiting Postgraduate Research Student (PhD)
Email: ysliu@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
Decoding Organizational Ethical Awareness: Unraveling the Formation and Consequences in the Context of Generative AI.

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

Luigi SIGILLO
Visiting Postgraduate Research Student (PhD)
Email: luigisigillo@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
Super high resolution Image generation.

Luigi SIGILLO
Visiting Postgraduate Research Student (PhD)
Email: luigisigillo@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
Super high resolution Image generation

Luis Filipe FERNANDES GOMES
Visiting Postgraduate Research Student (PhD)
Email: lfgomes@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
TrustedSEERs: Trusted Intelligent Work Bots for Engineering Better Software Faster

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

MA Zhixin
Research Scientist
Email: zxma@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
Unleashing the Power of Pre-trained Models for VisualQA: A Skill-based Framework.

MAI Hieu Hien
Research Engineer
Email: hhmai@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
ACTBIG: On Analysing Career Trajectories using Big 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

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 Chaoxi
Visiting Postgraduate Research Student (Masters)
Email: cxniu@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Trustworthy Foundation Models for Log Anomaly Detection

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

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

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

SATAR Burak
Research Scientist
Email: buraks@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
Unleashing the Power of Pre-trained Models for VisualQA: A Skill-based Framework

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

TRAN Quang Thanh
Research Assistant
Email: qttran@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Sensors In-Home for Elderly Wellbeing (SINEW)

TRINH Minh Thai
Senior Research Scientist
Email: mttrinh@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Towards Automatic Validation of AI-Generated Code

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

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 Dingzirui
Visiting Postgraduate Research Student (PhD)
Email: dzrwang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
- Proactive Conversational Agent for Real-world Planning.
- Robust and Efficient Alignment for Integrity in Conversational Agents.

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 Qing
Research Scientist
Email: qwang@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

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

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

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

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

YU Xiaoshan
Visiting Postgraduate Research Student (PhD)
Email: xiaoshanyu@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimization
Research and Project Topics
Neural Combinatorial Optimization for Learning Path Recommendation

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 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

ZOU Xianghe
Visiting Research Scientist
Email: xhzou@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Anomaly detection; 3D defect detection in industry