Research Staff / Visitors
![](/sites/scis.smu.edu.sg/files/2024-06/ambrosewee.png)
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.
![](/sites/scis.smu.edu.sg/files/2023-07/amitozazad.jpg)
Amitoz AZAD
Research Engineer
Email: amitozazad@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Universal Pre-training of Graph Neural Networks
![](/sites/scis.smu.edu.sg/files/2024-05/jianlibai.png)
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
![](/sites/scis.smu.edu.sg/files/2023-07/budhitamas.jpg)
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.
![](https://computing.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-12/sicongcao.png)
CAO Sicong
Visiting Postgraduate Research Student (PhD)
Email: sicongcao@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
Intelligent Software Engineering and Security
![](/sites/scis.smu.edu.sg/files/2024-03/yimingcao.png)
CAO Yiming
Research Engineer
Email: yimingcao@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Characterizing User Stances for Predicting Social Polarization in Online Platforms (CUS)
![](/sites/scis.smu.edu.sg/files/2024-07/jmchang.png)
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
![](/sites/scis.smu.edu.sg/files/2024-03/yirancheng.png)
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
![](/sites/scis.smu.edu.sg/files/2024-01/yufanchen.png)
CHEN Yufan
Research Engineer
Email: yufanchen@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Fine-Grained Analysis of Android Apps for In-Lab and Crowd-Sourcing Settings” (termed as the ANSTEROID project)
![](/sites/scis.smu.edu.sg/files/2024-02/zhaozhengc.png)
CHEN Zhaozheng
Research Scientist
Email: zhaozhengc@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
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/yuqichu.png)
CHU Yuqi
Visiting Postgraduate Research Student (PhD)
Email: yuqichu@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
Emotion support conversation
![](/sites/scis.smu.edu.sg/files/2024-07/colinauyeung.png)
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
![](/sites/scis.smu.edu.sg/files/2023-07/darrylong.jpg)
Darryl ONG
Research Engineer
Email: darrylong@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
AI-Driven Recommendation systems and applications
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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
![](/sites/scis.smu.edu.sg/files/2024-02/emranpoh.png)
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
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/rrfang.png)
FANG Ruirui
Research Scientist
Email: rrfang@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
The Determinants of Firm-Specific (idiosyncratic) AI Misconception-A NLP and Econometrics Approach
![](/sites/scis.smu.edu.sg/files/2023-07/zichangge.jpg)
GE Zichang
Research Engineer
Email: zichangge@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
The “Other Me”: Human-Centered AI Assistance In Situ
![](/sites/scis.smu.edu.sg/files/2024-01/zegong.png)
GONG Ze
Research Scientist
Email: zegong@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
The “Other Me”: Human-Centered AI Assistance In Situ
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/haric.png)
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
![](/sites/scis.smu.edu.sg/files/2023-07/jundahe.jpg)
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
![](/sites/scis.smu.edu.sg/files/2023-07/hemanthrs.jpg)
Hemanth SABBELLA
Research Engineer
Email: hemanthrs@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Pervasive Sensing & Systems
Research and Project Topics
C2SEA: Coordinated Cyber-Physical Sensing & Edge Analytics
![](/sites/scis.smu.edu.sg/files/2023-08/mhhoang.png)
HOANG Minh Huy
Research Engineer
Email: mhhoang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
The “Other Me”: Human-Centered AI Assistance In Situ
![](/sites/scis.smu.edu.sg/files/2024-02/hsintzuhsu.png)
HSU Hsintzu
Research Engineer
Email: hsintzuhsu@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Learning by Doing in the Age of Big Data
![](/sites/scis.smu.edu.sg/files/2024-07/ziweihuang.png)
HUANG Ziwei
Research Engineer
Email: ziweihuang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Learning Assisted Human-Al Collaboration for Large-scale Practical Combinatoial Optimization.
![](/sites/scis.smu.edu.sg/files/2024-02/aivanov.png)
IVANOV Alexander Arden
Research Engineer
Email: aivanov@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Human-Computer Interaction
Research and Project Topics
Designing Ubiquitous Computing Experiences with a Virtual Reality Toolkit
![](/sites/scis.smu.edu.sg/files/2024-01/pinji.png)
JI Pin
Visiting Postgraduate Research Student (PhD)
Email: pinji@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Quality Assurance Techniques for Complex Software Systems
![](/sites/scis.smu.edu.sg/files/2023-07/jimmyho.jpg)
Jimmy HO
Research Engineer
Email: jimmyho@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Trust to Train and Train to Trust: Agent Training Programs for Safety-Critical Environments.
![](/sites/scis.smu.edu.sg/files/2024-05/kenjileong.png)
Kenji LEONG Kah Hoe
Research Engineer
Email: kenjileong@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Acute workforce response to “Demand pulled” patient lifecycle data via Generative Flow Networks and Graph Neural Networks
![](/sites/scis.smu.edu.sg/files/2023-07/konstantinos.jpg)
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
![](/sites/scis.smu.edu.sg/files/2023-07/yblai.jpg)
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.
![](/sites/scis.smu.edu.sg/files/2023-07/thle.jpg)
LE Trung Hoang
Email: thle@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
![](/sites/scis.smu.edu.sg/files/2024-05/xwlee.png)
LEE Xin Wei
Research Scientist
Email: xwlee@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Acute workforce response to “Demand pulled” patient lifecycle data via Generative Flow Networks and Graph Neural Networks
![](https://computing.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-12/hlli.png)
LI Haolin
Visiting Postgraduate Research Student (PhD)
Email: hlli@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Intelligent SAR target detection and change detection
![](/sites/scis.smu.edu.sg/files/2024-03/zheli.png)
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.
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/sbliao.png)
LIAO Shubing
Visiting Postgraduate Research Student (PhD)
Email: sbliao@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Geo-data Mining and Combinatorial Optimization
![](/sites/scis.smu.edu.sg/files/2024-07/guixulin.png)
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
![](/sites/scis.smu.edu.sg/files/2024-06/ziyulin.png)
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
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/bhliu.png)
LIU Binhui
Visiting Postgraduate Research Student (PhD)
Email: bhliu@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
Video Generation
![](/sites/scis.smu.edu.sg/files/2024-07/cyliu.png)
LIU Chenyu
Visiting Postgraduate Research Student (PhD)
Email: cyliu@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Data-Driven Optimization and Artificial Intelligence for Future Fintech
![](https://computing.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-12/diliu.png)
LIU Di
Visiting Postgraduate Research Student (PhD)
Email: diliu@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Kernel Memory Security Analysis Based on Machine Learning
![](/sites/scis.smu.edu.sg/files/2024-06/junruiliu.png)
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
![](/sites/scis.smu.edu.sg/files/2024-07/xiaochenliu.png)
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.
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-09/yanma.jpg)
MA Yan
Visiting Postgraduate Research Student (PhD)
Email: yanma@smu.edu.sg
Research Area
- Information Systems & Technology
- Information Systems Management
Research and Project Topics
The Determinants of Firm-Specific (idiosyncratic) AI Misconception-A NLP and Econometrics Approach
![](/sites/scis.smu.edu.sg/files/2023-07/monitsharma.jpg)
Monit SHARMA
Research Engineer
Email: monitsharma@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Optimizing Supply Chain Resilience with Quantum Samplin
![](/sites/scis.smu.edu.sg/files/2023-08/mqnguyen.png)
NGUYEN Minh Quang
Research Engineer
Email: mqnguyen@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
![](/sites/scis.smu.edu.sg/files/2024-02/qnnguyen.png)
NGUYEN Quoc Nam
Visiting Research Student (Undergrad)
Email: qnnguyen@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Computational Inference of Attitude Strength (CIAS)
![](/sites/scis.smu.edu.sg/files/2023-07/hongtuonie.jpg)
NIE Hongtuo
Research Engineer
Email: hongtuonie@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Slide++: Automatic Augmentation of Academic Slides Towards AI- Enabled Student-Centred Learning
![](/sites/scis.smu.edu.sg/files/2023-07/palakorna.jpg)
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
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Panahetipola Mudiyanselage Nuwan Shriyantha BANDARA
Research Engineer
Email: pmnsbandara
Research Area
- Human-Machine Collaborative Systems
- Pervasive Sensing & Systems
Research and Project Topics
Understanding Temporal Dynamics of Core Cognitive Functions for Individualised Learning
![](/sites/scis.smu.edu.sg/files/2023-07/paultang.jpg)
Paul TANG Mingzheng
Research Engineer
Email: paultang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
On Demand Delivery Assignment Recommender
![](/sites/scis.smu.edu.sg/files/2024-01/qapham.png)
PHAM Quang Anh
Research Engineer
Email: qapham@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Trust to Train and Train to Trust: Agent Training Programs for Safety-Critical Environments
![](/sites/scis.smu.edu.sg/files/2024-06/pvtnguyet.png)
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
![](/sites/scis.smu.edu.sg/files/2024-06/huiyanqi.png)
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
![](/sites/scis.smu.edu.sg/files/2024-05/liliquan.png)
QUAN Lili
Visiting Postgraduate Research Student (PhD)
Email: liliquan@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Quality Assessment for JavaScript-based Deep Learning Frameworks
![](/sites/scis.smu.edu.sg/files/2023-07/rajivk.jpg)
Rajiv Ranjan KUMAR
Research Scientist
Email: rajivk@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
The “Other Me”: Human-Centered AI Assistance In Situ
![](/sites/scis.smu.edu.sg/files/2023-07/rameshak.jpg)
Ramesha KARUNASENA
Research Engineer
Email: rameshak@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Neural Network based Robust Approaches to Solving Large Scale Threat Screening Games
![](/sites/scis.smu.edu.sg/files/2023-07/sethupathyp.jpg)
Sethupathy PARAMESWARAN
Research Engineer
Email: sethupathyp@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Learning with Less Data
![](/sites/scis.smu.edu.sg/files/2023-07/shanthod.jpg)
Shanthoshigaa D
Research Engineer
Email: shanthod@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Research Engineer
![](/sites/scis.smu.edu.sg/files/2023-08/shashankc.png)
Shashank Reddy CHIRRA
Research Engineer
Email: shashankc@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
The “Other Me”: Human-Centered AI Assistance In Situ
![](/sites/scis.smu.edu.sg/files/2023-07/jiekeshi.jpg)
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.
![](/sites/scis.smu.edu.sg/files/2023-07/shubhamp.jpg)
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
![](/sites/scis.smu.edu.sg/files/2024-06/twsong.png)
SONG Tengwei
Visiting Postgraduate Research Student (PhD)
Email: twsong@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Multi-modal molecule representation pretraining
![](/sites/scis.smu.edu.sg/files/2023-08/zssun.png)
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
![](/sites/scis.smu.edu.sg/files/2024-06/tnakano.png)
Takashi NAKANO
Visiting Postgraduate Research Student (Masters)
Email: tnakano@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Acute workforce response to “Demand pulled” patient lifecycle data via Generative Flow Networks and Graph Neural Networks
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/weitang.png)
TANG Wei
Visiting Postgraduate Research Student (PhD)
Email: weitang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Trustfulness and Honest Large Language Model
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/zhtang.png)
TANG Zhenhua
Visiting Postgraduate Research Student (PhD)
Email: zhtang@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Multimedia Systems
Research and Project Topics
Generative AI for 3D hand-and-object interaction
![](/sites/scis.smu.edu.sg/files/2024-02/thobthaic.png)
Thobthai CHULPONGSATORN
Visiting Postgraduate Research Student (Master)
Email: thobthaic@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Human-Computer Interaction
Research and Project Topics
Enhancing Situated Learning with Mixed-Reality Avatars Driven by mmWave Motion Capture
![](/sites/scis.smu.edu.sg/files/2024-07/tiendungvo.png)
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.
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/bowang.png)
WANG Bo
Visiting Postgraduate Research Student (PhD)
Email: bowang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Information Extraction, Retrieval Augmented Generation
![](/sites/scis.smu.edu.sg/files/2024-01/kunwang.png)
WANG Kun
Visiting Postgraduate Research Student (PhD)
Email: kunwang@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
The security analysis of the self-driving system
![](/sites/scis.smu.edu.sg/files/2024-03/pingwang.png)
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
![](/sites/scis.smu.edu.sg/files/2023-07/williamtan.jpg)
William TAN Kiat Wee
Research Engineer
Email: williamtan@smu.edu.sg
Research Area
- Human-Machine Collaborative Systems
- Pervasive Sensing & Systems
Research and Project Topics
Occupancy-Aware Smart Building Energy Optimization
![](/sites/scis.smu.edu.sg/files/2024-01/siyuanwu.png)
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
![](/sites/scis.smu.edu.sg/files/2023-07/yuxiawu.jpg)
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
![](/sites/scis.smu.edu.sg/files/2023-07/xaviera.jpg)
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
![](/sites/scis.smu.edu.sg/files/2024-01/spxiao.png)
XIAO Shengping
Visiting Postgraduate Research Student (PhD)
Email: spxiao@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Temporal logic based runtime verification for AI system
![](/sites/scis.smu.edu.sg/files/2024-06/yixie.png)
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
![](/sites/scis.smu.edu.sg/files/2023-07/jinyan.jpg)
YAN Jin
Research Engineer
Email: jinyan@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
On Demand Delivery Assignment Recommender
![](/sites/scis.smu.edu.sg/files/2023-07/cryang.jpg)
YANG Chengran
Research Engineer
Email: cryang@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
DeepSense: Deep Media Sensing for Software API Recommendation
![](/sites/scis.smu.edu.sg/files/2023-07/yyang.jpg)
YANG Yang
Senior Research Scientist
Email: yyang@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Attribute-based Authentication and Authorization Technologies.
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/yizheyang.png)
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
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/ybyang.png)
YANG Yunbo
Visiting Postgraduate Research Student (PhD)
Email: ybyang@smu.edu.sg
Research Area
- Information Systems & Technology
- Cybersecurity
Research and Project Topics
Zero-knowledge proof applications
![](/sites/scis.smu.edu.sg/files/2024-05/hangyi.png)
YI Hang
Research Engineer
Email: hangyi@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Learning Robust Neural Heuristic for Solving Vehicle Routing Problems in Logistics
![](/sites/scis.smu.edu.sg/files/2024-03/ynyin.png)
YIN Yining
Visiting Postgraduate Research Student (PhD)
Email: ynyin@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Data quality assurance for intelligent software systems.
![](/sites/scis.smu.edu.sg/files/2023-07/wyying.jpg)
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
![](/sites/scis.smu.edu.sg/files/2023-08/sizhang.png)
ZHANG Si
Research Scientist
Email: sizhang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Decision Making & Optimisation
Research and Project Topics
Next generation roster management via reinforcement learning
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/xinyuezhang.png)
ZHANG Xinyue
Visiting Postgraduate Research Student (PhD)
Email: xinyuezhang@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Machine Learning & Intelligence
Research and Project Topics
AI for Education Incorporating Multi-modal Affective Computing
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-09/ymzhang.jpg)
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
![](/sites/scis.smu.edu.sg/files/2024-07/zhzhang.png)
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
![](/sites/scis.smu.edu.sg/files/2024-01/grzhao.png)
ZHAO Guangrong
Visiting Postgraduate Research Student (PhD)
Email: grzhao
Research Area
- Human-Machine Collaborative Systems
- Pervasive Sensing & Systems
Research and Project Topics
Human posture sensing based on smart watches and wireless earbuds
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/lqzhao.png)
ZHAO Liuqing
Visiting Postgraduate Research Student (PhD)
Email: lqzhao@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.
![](https://scis.smu.edu.sg/sites/scis.smu.edu.sg/files/2023-10/snzhao.png)
ZHAO Sinong
Visiting Postgraduate Research Student (PhD)
Email: snzhao@smu.edu.sg
Research Area
- Artificial Intelligence & Data Science
- Data Management & Mining
Research and Project Topics
Weakly-supervised anomaly detection; Out-of-distribution generalization; Meta learning; Federated learning.
![](/sites/scis.smu.edu.sg/files/2024-01/yhzhi.png)
ZHI Yuhan
Visiting Postgraduate Research Student (PhD)
Email: yhzhi@smu.edu.sg
Research Area
- Information Systems & Technology
- Software Engineering
Research and Project Topics
Federated learning test