AI Guoguo

Research Scientist

Email: guoguoai@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 Environtments.


Alexander ZHANG

Research Scientist

Email: shzhang@smu.edu.sg


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

Research and Project Topics

ACTBIG: On Analysing Career Trajectories using Big Data


Alva HU

Visiting Postgraduate Research Student (PhD)

Email: alvahu@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Information Systems Management

Research and Project Topics

Real-Time Prediction of Human-Machine Trust in Teleoperation: A Human Factors Engineering Approach via Multi-Sensing utilizing EEG and fNIRS

 


Andy GONG

Senior Research Engineer

Email: andygong@smu.edu.sg


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

Research and Project Topics

AI-InterRAI: AI-Assisted InterRAI Assessment and Evaluation for Person-Centred Care Planning and Healthy Ageing.


Archit MUKHERJEE

Research Engineer

Email: architm@smu.edu.sg


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

Research and Project Topics

On-device Signal Processing in Knitted Wearables


BAO Yubing

Visiting Postgraduate Research Student (PhD)

Email: ybbao@smu.edu.sg


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

Research and Project Topics

Sequence Parallelism for Long-Context Large Language Models


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.


BUI Ngoc Tan

Research Engineer

Email: ngoctanbui@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


CHEN Junkai

Research Engineer

Email: junkaichen@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TrustedSEERs: Trusted Intelligent Work Bots for Engineering Better Software Faster


CHENG Xu

Research Scientist

Email: chengxu@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Deepshield: An Interpretable, Continuous, and Traceable System for Deepfake Detection.


DAI Guangzhao

Research Scientist

Email: gzdai@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Self-Adaptive Planning with Environmental Awareness for Embodied Agents.


DENG Runzhi

Visiting Postgraduate Research Student (Masters)

Email: rzdeng@smu.edu.sg


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

Research and Project Topics

eLLM: Toward Efficient and Sustainable Inference for Large Language Models


Dhanuja WANNIARACHCHI

Research Scientist


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

Research and Project Topics

Self-Sustaining Embedded Electronics in Knitted Fabric

 


DO Dinh Hieu

Research Scientist

Email: dinhhieudo@smu.edu.sg


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

Research and Project Topics

Client Franchise (KYC/Client Personalization) and Multi-Agent System for Business Growth.


Donato BOCCUZZI

Visiting Postgraduate Research Student (Masters)

Email: dboccuzzi@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Reproducible Agentic Software Engineering by Design: An MLOps Framework for AI-Assisted Development Workflows


Donavan YIEH

Research Engineer

Email: donavanyieh@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


DONG Rui

Visiting Postgraduate Research Student (PhD)

Email: ruidong@smu.edu.sg


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

Research and Project Topics

Online Optimization Approach for Cooperative Path of Vehicles and Drones


DONG Shan

Research Engineer

Email: sdong@smu.edu.sg


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

Research and Project Topics

Conversational Health AI for Mental Health.


DONG Wen

Visiting Postgraduate Research Student (PhD)

Email: wendong@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Event-based image generation.


Douglas TOH

Research Engineer

Email: douglastoh@smu.edu.sg


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

Research and Project Topics

Accurate, Low Latency, client-side, Indoor location without fingerprinting or knowledge of AP locations.


DU Jiahua

Research Engineer

Email: jiahuadu@smu.edu.sg


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

Research and Project Topics

Human-Centered Operational Pandemic Resilience (HOPE)


Duong NGUYEN

Research Engineer

Email: dnguyen@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


Eric NG

Research Engineer

Email: ericngyw@smu.edu.sg


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

Research and Project Topics

PerFormRect: Harnessing Large Language Models (LLM) to Uncover Programming Students’ Misconceptions and Craft Personalized Coding Questions


FAN Rui

Senior Research Engineer

Email: ruifan@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Information Systems Management

Research and Project Topics

Quantum for Rare Events” (the QRE project)


FAN Xinyu

Research Scientist

Email: xinyufan@smu.edu.sg


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

Research and Project Topics

Dynamic Equilibrium Game Group Decision-making Based on Multi-Chain Collaborative Data Analysis


Furkan ILASLAN

Research Scientist

Email: furkani@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Information Systems Management

Research and Project Topics

New Idea Success in Online Platforms: A Knowledge Network Perspective.


GAO Hui

Research Scientist

Email: huigao@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


Garvit CHUGH

Research Scientist

Email: garvitc@smu.edu.sg


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

Research and Project Topics

Unleashing the Potential of Photoplethysmography for wearable Healthcare


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


GENG Minghong

Research Scientist

Email: mhgeng@smu.edu.sg


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

Research and Project Topics

Enhancing Generalizability of Explainable Intelligent Computer Generated Forces (iCGF).


GONG Junqiao

Visiting Postgraduate Research Student (PhD)

Email: jqgong@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Multimodal conversational recommendation systems based on large language models


HAN Yi

Visiting Postgraduate Research Student (PhD)

Email: yihan@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Safe and Trustworthy Social Agents.


HAN Yitong

Visiting Research Student (Undergraduate)

Email: ythan@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


HE Zhipeng

Visiting Postgraduate Research Student (PhD)

Email: zhipenghe@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Secure and Trustworthy System Design for Defending Against User-Space and Kernel-Level Malware Attacks


HOU Zhuangze

Visiting Postgraduate Research Student (PhD)

Email: zzhou@smu.edu.sg


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

Research and Project Topics

MR ThoughtLab: Interactive Virtual Scientific Experiments Generated by Multimodal AI


HU Han

Visiting Postgraduate Research Student (PhD)

Email: huhan@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Audio-Visual Localisation


HUANG Huihui

Research Engineer

Email: hhhuang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


HUANG Jincheng

Research Scientist

Email: jchuang@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Deepshield: An Interpretable, Continuous, and Traceable System for Deepfake Detection.


HUANG Junhao

Research Scientist

Email: junhaohuang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Joint Optimization of Reliability and Security for Wireless Communications in Robotic Systems.


HUANG Youcheng

Visiting Postgraduate Research Student (PhD)

Email: ychuang@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.


Ivana Clairine IRSAN

Research Engineer

Email: ivanairsan@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


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


JI Weidan

Research Engineer

Email: weidanji@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Bridging the Data Gap Between Web 2.0 and Web 3.0


JIANG Wenjia

Research Engineer

Email: wjjiang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

ESG-based Responsible AI: Toward Green, Secure, and Compliant LLM Utilisation for Digital Service Development Process. wjjiang@smu.edu.sg


JIN Zhenglei

Visiting Postgraduate Research Student (PhD)

Email: zhengleijin@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Intelligent Time-Series Fault Severity Classification Models for Diverse Industrial Scenarios.


JING Mohan

Visiting Postgraduate Research Student (Masters)

Email: mhjing@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.


Kan KUSAKABE

Visiting Postgraduate Research Student (PhD)

Email: kkusakabe@smu.edu.sg


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

Research and Project Topics

Enhancing User-Centered Design with Model-based Simulation.


LAN Yihuai

Research Engineer

Email: yhlan@smu.edu.sg


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

Research and Project Topics

ACTBIG: On Analysing Career Trajectories using Big Data.


LI Feifei

Research Engineer

Email: feifeili@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


LI Huiqiong

Research Engineer

Email: huiqiongli@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Self-Adaptive Planning with Environmental Awareness for Embodied Agents.


LI Jingzhi

Visiting Postgraduate Research Student (PhD)

Email: jingzhili@smu.edu.sg


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

Research and Project Topics

Simulating Social Dynamics in Recommender Systems with LLM Agents


LI Linxu

Visiting Postgraduate Research Student (PhD)

Email: linxuli@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Semantics-Aware and LLM-Assisted Protocol Reverse Engineering


LI Wu

Visiting Postgraduate Research Student (PhD)

Email: wuli@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Information Systems Management

Research and Project Topics

Flow and eSports Performance


LI Yaxiao

Visiting Postgraduate Research Student (PhD)

Email: yaxiaoli@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Reliability Assurance for Complex Software Systems


LI Yige

Research Scientist

Email: yigeli@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Towards Automatic Validation of AI-Generated Code.


LI Yikun

Research Scientist

Email: yikunli@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


LI Yingying

Visiting Researcher

Email: yingyingli@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Searchable Encryption


LI Yuanjun

Visiting Postgraduate Research Student (PhD)

Email: yuanjunliu@smu.edu.sg


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

Research and Project Topics

Dynamic Granularities based Trajectory Representation Learning


LI Yuanshu

Visiting Postgraduate Research Student (PhD)

Email: ysli@smu.edu.sg


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

Research and Project Topics

VISTA: A Value-Informed Safety & Trust Architecture for Autonomous Agents.


LI Yuxuan

Research Scientist

Email: yxli@smu.edu.sg


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

Research and Project Topics

SCoPA: Foundation Models to Co-Pilot Agents for Collaborative SAR Analysis


LI Zhiyuan

Research Engineer

Email: zhiyuanli@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Deepshield: An Interpretable, Continuous, and Traceable System for Deepfake Detection


LIANG Hanzhong

Visiting Postgraduate Research Student (PhD)

Email: hzliang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Semantics-Aware and LLM-Assisted Protocol Reverse Engineering.


LIAO Changxin

Visiting Postgraduate Research Student (PhD)

Email: cxliao@smu.edu.sg


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

Research and Project Topics

Urban Public Transit Service Configuration and Operational Optimization


LIAO Zhuoya

Visiting Research Student (Undergraduate)

Email: zyliao@smu.edu.sg


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

Research and Project Topics

A Multi‑Agent, Multimodal Learning Companion for Cognitive Tutoring and Emotional Support.


LIN Yihong

Visiting Postgraduate Research Student (PhD)

Email: yihonglin@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics
  • MOE Tier 1: DenseMan3D: Collision-Aware Multi-Human 3D Reconstruction with Dense Geometry
  • MOE Tier 2: OMNICON: Towards Task-Agnostic Representations for Long-Term Multi-Human Motion-with-Context Generation

LING Jiajing

Research Scientist

Email: jiajingling@smu.edu.sg


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

Research and Project Topics

Coordinating at Scale: Offline Reinforcement Learning for Collective Multiagent Systems


LU Guangguang

Research Engineer

Email: gglu@smu.edu.sg


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

Research and Project Topics

GSR Foundation Professorship in Blockchain.


LUO Tian

Visiting Postgraduate Research Student (PhD)

Email: tianluo@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Information Systems Management

Research and Project Topics

Platform Governance of Trending Topics


MA Enze

Visiting Postgraduate Research Student (PhD)

Email: ezma@smu.edu.sg


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

Research and Project Topics
  1. Automated vulnerability detection and program analysis of network protocol implementations
  2. Android apps via techniques like fuzzing and automata-based analysis

MA Hongye

Visiting Postgraduate Research Student (PhD)

Email: hongyema@smu.edu.sg


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

Research and Project Topics

Research on the Evolution Mechanism of Future Industries Driven by Large Language Models.


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


Marcos MACEDO

Visiting Postgraduate Research Student (PhD)

Email: mmacedo@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TrustedSEERs: Trusted Intelligent Work Bots for Engineering Better Software Faster


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


NGUYEN DUY Phuc

Research Engineer

Email: phucnd@smu.edu.sg


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

Research and Project Topics

Improving Collaborations between Clinicians and AI for Head and Neck Cancer Screening


NGUYEN Huu Hung

Research Engineer

Email: huuhungn@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


NGUYEN Phuc Thanh

Research Engineer

Email: ptnguyen@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


NGUYEN Phuong Anh

Senior Research Scientist

Email: panguyen@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics
  1. MOE AcRF Tier-2: Food Recognition: Causality-driven Cross-modal Cross-lingual Domain Adaptation
  2. 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.


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


Pasindu BOLONGHEGE

Research Engineer

Email: pasindub@smu.edu.sg


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

Research and Project Topics

Modeling the effect of exploration-inducing phenotypes on age-related


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


PU Xinyu

Visiting Postgraduate Research Student (Masters)

Email: xinyupu@smu.edu.sg


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

Research and Project Topics
  • SMU-SUTD:Synthesis and Resilience: Generative Models for Generalizable 3D World Understanding
  • MOE Tier 1: eLLM: Toward Efficient and Sustainable Inference for Large Language Models

QIN Junhao

Visiting Postgraduate Research Student (PhD)

Email: jhqin@smu.edu.sg


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

Research and Project Topics

Reinforcement Learning for LLM Reasoning


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


SHANG Wei

Research Scientist

Email: weishang@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Deepshield: An Interpretable, Continuous, and Traceable System for Deepfake Detection


SHAO Qian

Research Engineer

Email: qianshao@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.


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.


SHI Yue

Visiting Postgraduate Research Student (PhD)

Email: yueshi@smu.edu.sg


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

Research and Project Topics

Research on Improving the Performance of Combinatorial Optimization Solvers using Large Language Models


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


SI Jiatong

Visiting Research Student (Undergraduate)

Email: jiatongsi@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Trustworthy Multimodal Foundation Models: A Scalable Multi-Agent Approach.


Sithmini RANASINGHA

Research Engineer

Email: sithminir@smu.edu.sg


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

Research and Project Topics

SynapSee: Multi-Light Probing for Event-Based Pupil Sensing in Neuro-Ocular Health Applications.


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.


SU Ziheng

Visiting Postgraduate Research Student (PhD)

Email: zihengsu@smu.edu.sg


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

Research and Project Topics

Management Science for LLM-based Multi-agent Systems


SUN Huatuan

Visiting Postgraduate Research Student (PhD)


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Agentic-VAPT: Empowering Vulnerability Assessment and Penetration Testing using Agentic AI

 


SUN Meng

Research Scientist

Email: mengsun@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Quantum-safe Authentication Systems and Credential Systems.


SUN Xusheng

Visiting Postgraduate Research Student (PhD)


Research Area
  • Information Systems & Technology
    • Information Systems Management

Research and Project Topics

Evaluating innovation novelty using semantic and network 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


TAN Gou

Visiting Postgraduate Research Student (PhD)

Email: goutan@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Reliable LLM System: Observability, Detection and Analysis


TIAN Minghui

Visiting Postgraduate Research Student (PhD)

Email: mhtian@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Generative Recommendation for Item Bundles

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TIAN Zhe

Visiting Postgraduate Research Student (PhD)

Email: ztian@smu.edu.sg


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

Research and Project Topics

Learning to Price in Competitive Markets under Incomplete Information


TRAN Huy Hoang

Visiting Postgraduate Research Student (Masters)

Email: hoangtran@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

A Study of Vision-Language Models in Vietnamese Cultural Event Videos


TRAN Minh Huan

Visiting Postgraduate Research Student (Masters)

Email: mhtran@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

A Multi-Agent Framework for Adaptive Learning and Emotional Support


TRAN Nam Duong

Research Engineer

Email: ndtran@smu.edu.sg


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

Research and Project Topics

Trustworthy Foundation Models for Log Anomaly Detection.


TRUONG Quang Hai

Research Scientist

Email: qhtruong@smu.edu.sg


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

Research and Project Topics

Accurate, Low Latency, client-side, Indoor Location without fingerprinting or knowledge of AP locations.


Vishal THENGANE

Visiting Postgraduate Research Student (PhD)

Email: vishalt@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

In-Context Learning for Few-Shot 3D Point Cloud Segmentation


Volodymyr SHCHERBYNA

Research Engineer

Email: vshcherbyna@smu.edu.sg


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

Research and Project Topics

Photorealistic World Generation for Embodied AI Using Foundation Models.


WANG Ben

Visiting Postgraduate Research Student (PhD)

Email: benwang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Smart Contract Security: Agent-Based Smart Contract Generation and Vulnerability Repair


WANG Huan

Visiting Postgraduate Research Student (PhD)

Email: huanw@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 Environtments.


WANG Jingrui

Visiting Postgraduate Research Student (PhD)

Email: jrwang@smu.edu.sg


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

Research and Project Topics

Scalable Multi-Agent Reinforcement Learning for Large-Scale Urban Security


WANG Yunxiao

Visiting Postgraduate Research Student (PhD)

Email: yxwang@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Trustworthy Multimodal Foundation Models: A Scalable Multi-Agent Approach.


WANG Zihao

Visiting Postgraduate Research Student (PhD)

Email: zihaowang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Information Systems Management

Research and Project Topics

Human-AI Collaboration


William TAN Kiat Wee

Research Engineer

Email: williamtan@smu.edu.sg


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

Research and Project Topics

Energy-Optimized, Situated Instruction Comprehension for Pervasive Assistive Agents


WU Weiheng

Research Engineer

Email: whwu@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

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


WU Zhuoyan

Research Engineer

Email: zywu@smu.edu.sg


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

Research and Project Topics

Next-Gen Competitive Intelligence: Automated Discovery of Outstanding Facts with Large Language Models.


XIAO Hanhua

Research Scientist

Email: hhxiao@smu.edu.sg


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

Research and Project Topics

AI-InterRAI: AI-Assisted InterRAI Assessment and Evaluation for Person-Centred Care Planning and Healthy Ageing.


XIE Yumeng

Visiting Postgraduate Research Student (PhD)

Email: ymxie@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Cybersecurity

Research and Project Topics

Post-quantum Signatures and Threshold Signatures


XU Ang

Visiting Postgraduate Research Student (PhD)

Email: angxu@smu.edu.sg


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

Research and Project Topics

LLM-Augmented Modeling, Optimization, and Simulation for Dynamic Transportation Problems


XU Kuan

Research Scientist

Email: kuanxu@smu.edu.sg


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

Research and Project Topics

VISTA: A Value-Informed Safety & Trust Architecture for Autonomous Agents


XU Pengju

Visiting Postgraduate Research Student (PhD)

Email: pengjuxu@smu.edu.sg


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

Research and Project Topics

AI for Culture, Multi-modal Large Language Models


Yacine IZZA

Senior Research Engineer

Email: yizza@smu.edu.sg


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

Research and Project Topics

Towards Robust Evaluation of AI-Generated Code for Enterprise Software Systems.


YANG Yixin

Visiting Postgraduate Research Student (PhD)

Email: yxyang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


YANG Zhaorui

Visiting Postgraduate Research Student (PhD)

Email: zryang@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

TITAN 2.0 - Beyond Functions: Interprocedural Vulnerability Detection with End-to-End Remediation


YU Wenlong

Research Scientist

Email: wenlongyu@smu.edu.sg


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

Research and Project Topics

imSAM: An Interactive Medical Segment Anything Model.


YU Zhengyang

Visiting Postgraduate Research Student (PhD)

Email: zhengyangyu@smu.edu.sg


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

Research and Project Topics

FMER: Facial Micro-Expression Recognition


YUE Shengbin

Visiting Postgraduate Research Student (PhD)

Email: sbyue@smu.edu.sg


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

Research and Project Topics

Culturally-Aware Proactive Conversational AI for Enhancing Social Resilience in Singapore.


Yuichiro KINOSHITA

Visiting Postgraduate Research Student (PhD)

Email: ykinoshita@smu.edu.sg


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

Research and Project Topics

Improving Fairness and Accessibility of Crowd Work


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 Wenjing

Visiting Postgraduate Research Student (PhD)


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

Research and Project Topics

Agentic-VAPT: Empowering Vulnerability Assessment and Penetration Testing using Agentic AI

 


ZHANG Yang

Visiting Postgraduate Research Student (PhD)

Email: yangzhang@smu.edu.sg


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

Research and Project Topics

Continual compositional learning 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 Yiming

Research Scientist

Email: yimingzhang@smu.edu.sg


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

Research and Project Topics

Trust-by-design AI for future financial market and digital economy.


ZHANG Yuhao

Research Engineer

Email: yuhaozhang@smu.edu.sg


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

Research and Project Topics

Debunkr – Debunk to Deepen: An AI-enhanced Pedagogical Approach for Transforming Misconceptions into Deeper Understanding.


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

[advisor] | lzliao

ZHAO Yichun

Visiting Postgraduate Research Student (PhD)

Email: yczhao@smu.edu.sg


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

Research and Project Topics

Non-Visual-First Sonification Authoring for Blind and Low-Vision Data Analysts


ZHAO Yu

Visiting Postgraduate Research Student (PhD)

Email: yzhao@smu.edu.sg


Research Area
  • Information Systems & Technology
    • Software Engineering

Research and Project Topics

Knowledge fusion of code pre-trained models for SE classification tasks.


ZHAO Yuxin

Visiting Postgraduate Research Student (PhD)


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

Research and Project Topics

VISTA: A Valu-Informed Safety & Trust Architecture for Autonomous Agents

 


ZHAO Yuyang

Visiting Research Student (Undergraduate)

Email: yyzhao@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Trustworthy Multimodal Foundation Models: A Scalable Multi-Agent Approach.


ZHENG Na

Research Scientist

Email: nazheng@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Agentic-VAPT: Empowering Vulnerability Assessment and Penetration Testing using Agentic AI.


ZHOU Hanghang

Visiting Postgraduate Research Student (PhD)

Email: hhzhou@smu.edu.sg


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

Research and Project Topics

Physical-informed Spatial-Temporal Adaptive Resonance Theory for Daily Living Activity Prediction.


ZHOU Lixin

Visiting Postgraduate Research Student (PhD)

Email: lxzhou@smu.edu.sg


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

Research and Project Topics

Graph Foundation Model


ZHU Dongliang

Research Scientist

Email: dlzhu@smu.edu.sg


Research Area
  • Human-Machine Collaborative Systems
    • Multimedia Systems

Research and Project Topics

Deepshield: An Interpretable, Continuous, and Traceable System for Deepfake Detection


ZHU Jianghan

Research Engineer

Email: jhzhu@smu.edu.sg


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

Research and Project Topics

Trustworthy Human-AI Combinatorial Optimization with Language Feedback.


ZOU Yuanbin

Visiting Postgraduate Research Student (PhD)

Email: ybzou@smu.edu.sg


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

Research and Project Topics

Efficient Low Rank Approximation and Sparse Regression Techniques.


ZUO Jianhui

Visiting Postgraduate Research Student (PhD)

Email: jhzuo@smu.edu.sg


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

Research and Project Topics

Resource-Efficient Adaptation of Vision-Language Models