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
Trustworthy Foundation Models for Log Anomaly Detection

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

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.

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.

CUI Guangyu
Research Engineer
Email: gycui@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.

DANG Hoang Minh Triet
Visiting Postgraduate Research Student (Masters)
Email: hmtdang@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
Enhancing Recommendation Systems through Advanced Textual Data Modeling and Clustering Techniques.
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.

DU Jianmei
Visiting Postgraduate Research Student (PhD)
Email: jianmeidu@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Research on the influence mechanism of online healthcare service model in the post-disaster era

DU Yong
Visiting Research Scientist
Email: yongdu@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
Image Restoration in Autonomous Driving

DUAN Jie
Visiting Postgraduate Research Student (PhD)
Email: jieduan@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimization
Research and Project Topics
Cooperative Path Optimization and Task Assignment of Vehicles and Unmanned Aerial Vehicles

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 Haoyu
Visiting Postgraduate Research Student (PhD)
Email: haoyugao@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Towards identifying and suggesting documentation updates for open source developers.

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

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

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 Jia
Visiting Postgraduate Research Student (PhD)
Email: jiahu@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Secure Multi-Party Computation.

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 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

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

KANG Zhangguang
Visiting Postgraduate Research Student (PhD)
Email: zgkang@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
Are Neural Correlates of Flow Experience Invariant

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 Suhyun
Visiting Postgraduate Research Student (Masters)
Email: suhyunlee@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.

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

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 Mengfan
Visiting Postgraduate Research Student (PhD)
Email: mengfanli@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Proactive Conversational Agent for Real-world Planning.

LI Yige
Research Scientist
Email: yigeli@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Improving Fairness of Large Language Models Non-intrusively.

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.

LING Jiajing
Research Scientist
Email: jiajingling@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimization
Research and Project Topics
Trial of Data Science and Artificial Intelligence Models.

LIU Huiwen
Research Engineer
Email: hwliu@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Aptos ecosystem and Move programming language.

LIU Jiazi
Visiting Postgraduate Research Student (PhD)
Email: jiaziliu@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
Persona Analysis with LLM

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.

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.

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 Zeyuan
Visiting Postgraduate Research Student (PhD)
Email: zeyuanma@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimization
Research and Project Topics
Understanding Black-Box-Optimization under Deep Neural Network Representations.

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

Mohammad AMANLOU
Visiting Research Student (Undergraduate)
Email: mohammada@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
FrankLM: Fact-check and report automation via neural knowledge Language Modeling

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.

NGUYEN Phuong Anh
Senior Research Scientist
Email: panguyen@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
- MOE AcRF Tier-2: Food Recognition: Causality-driven Cross-modal Cross-lingual Domain Adaptation
- MOE AcRF Tier-2: Unleashing the Power of Pre-trained Models for VisualQA: A Skill-based Framework

Nirvik SAHOO
Research Engineer
Email: nirviks@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
Advancing Quantum-Enhanced Finance: Hybrid Optimization Using Non-Universal Quantum Computers.

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 Gia Thinh
Visiting Research Student (Undergraduate)
Email: gtpham@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
ProExpan: Proactive Ontology Expansion for Conversational Agents.

Prasenjit KARMAKAR
Visiting Postgraduate Research Student (PhD)
Email: prasenjitk@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

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

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

SHAN Shiwen
Visiting Postgraduate Research Student (PhD)
Email: swshan@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Multimodal code intelligence on GUI understanding and generation

Shanthoshigaa D
Research Engineer
Email: shanthod@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Research Engineer

SHEN Jian
Visiting Postgraduate Research Student (PhD)
Email: jianshen@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Evaluating LLMs for Code Generation.

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 Liyan
Visiting Research Scientist
Email: lysong@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Just-in-time Software Defect Prediction Facilitated Through LLM and DNN

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 Guozhang
Visiting Postgraduate Research Student (PhD)
Email: gzsun@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimization
Research and Project Topics
Techniques for Approximate Graph Stream Processing

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)

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 Lingjun
Visiting Postgraduate Research Student (PhD)
Email: lingjunwang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimization
Research and Project Topics
Order picking system optimization

WANG Minxing
Software Engineer
Email: mxwang@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Multimodal code intelligence on GUI understanding and generation

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 Qing
Visiting Postgraduate Research Student (PhD)
Email: qingwang@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Searchable Encryption.

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 Chenyang
Visiting Postgraduate Research Student (PhD)
Email: chenyangwu@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
AI risk management and AI business ethics.

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 Xiaofei
Visiting Postgraduate Research Student (PhD)
Email: xiaofeiwu@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Threshold Signature for Decentralized Blockchain Systems

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 Xuanting
Visiting Postgraduate Research Student (PhD)
Email: xuantingxie@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimization
Research and Project Topics
Graph Foundation Models for Scientific Discovery and Complex System Analysis

XIN Guohua
Visiting Postgraduate Research Student (PhD)
Email: ghxin@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
System Security && Advanced Persistent Threat (APT) Threat Detection.

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

XING Pengzhi
Visiting Postgraduate Research Student (PhD)
Email: pzxing@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Secure Multi-Party Computation

XU Minrui
Research Engineer
Email: minruixu@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Quantum Computing for Fraud Detection.

XU Xiaoyu
Research Engineer
Email: xiaoyuxu@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Pervasive Sensing & Systems
Research and Project Topics
Unleashing the Potential of Photoplethysmography for wearable Healthcare.

XU Yihua
Research Scientist
Email: yihuaxu@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Semantics-Aware and LLM-Assisted Protocol Reverse Engineering.

YANG Xinyi
Visiting Postgraduate Research Student (PhD)
Email: xinyiyang@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
Metaverse Marketing: Influence of Sensory Modalities on Consumer Shopping Experience.

YE Shenghua
Research Engineer
Email: shenghuaye@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
VA4MD: Visual Analytics for Accelerated 2D Semiconductor Material Design

YIN Kaijie
Visiting Postgraduate Research Student (Masters)
Email: kjyin@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Advanced Data Augmentations for 3D Point Cloud Deep Learning.

YIN Wenzhe
Visiting Postgraduate Research Student (PhD)
Email: wzyin@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Multimodal Representation Learning via Unified Alignment

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.

YUAN Haofeng
Visiting Postgraduate Research Student (PhD)
Email: hfyuan@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimization
Research and Project Topics
Machine Learning, Combinatorial Optimization, and Applications in Transportation and Manufacturing.

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 Dingwei
Visiting Postgraduate Research Student (PhD)
Email: dwzhang@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Semantic Segmentation on Optical Remote Sensing Imagery

ZHANG Jiawei
Visiting Postgraduate Research Student (PhD)
Email: jiaweizhang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Detecting Healthcare Insurance Fraud using Graph Neural Networks

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

ZHANG Yi
Visiting Postgraduate Research Student (PhD)
Email: zhangyi@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Leveraging Foundation Models for Aircraft Surface Inspection in Open Environments.

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 Chu
Visiting Postgraduate Research Student (PhD)
Email: chuzhao@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Scalability of graph neural networks

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 Yi
Research Engineer
Email: yizhao@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
FrankLM: Fact-check and report automation via neural knowledge Language Modeling.

ZHOU Qiqi
Visiting Postgraduate Research Student (PhD)
Email: qqzhou@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Analysis of patients' medical decision-making under multi-channel background.

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 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.

ZHOU Ziru
Research Engineer
Email: ziruzhou@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Towards the Foundation Model for Decision Making.

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