Senior Research Fellow
Sujatha Das Gollapalli
Research Areas:
Text Mining, Natural Language Processing, Machine.
Projects:
Jarvis DHL, National Gallery Chatbot.
Research Fellows
Liu Renyang
Research Areas:
AI Security & Data Privacy, Machine Unlearning,
Computer Vision
Projects:
Toward Trustable Model-centric Sharing for
Collaborative Machine Learning Cisco-NUS Accelerated
Digital Economy Corporate Laboratory
Wang Wenjie
Research Areas:
Information Retrieval, Recommender Systems
Projects:
Collaborative machine learning & Trustable Information
Seeking
Cai Jinyu
Research Areas:
Anomaly Detection, Deep Clustering, Machine Learning
and Graph Representation Learning.
Projects:
Toward Trustable Model-centric Sharing for
Collaborative Machine Learning.
Jacob Jeon Young Seok
Research Areas:
Generative Model, Data Efficient Learning
Projects:
Medical Image Synthesis and Segmentation Incorporating
using shape prior, Data-Efficient Computational
Pathology Platform for Faster and Cheaper Breast
Cancer, Subtype Identifications: Development of a Deep
Learning Model
Adarsh Barik
Research Areas:
Statistical Machine Learning, Optimization,
Information Theory
Projects:
Theoretical guarantees for solving nonconvex problems,
provable sample complexity analysis of machine
learning algorithms
Dilruk
Research Areas:
Artificial Intelligence, Machine Learning, Healthcare
AI, Recommendation Systems
Projects:
Smart Imitator, Demystifying complex treatment
recommendations, JARVIS DHL, Personalized Prediction
of Vancomycin Levels, Sub phenotype driven approach to
Steroid therapy in Sepsis, Listwise learning to rank
for recommendations through adversarial cooperative
learning.
Duan Moming
Research Areas:
Federated Learning; AI Ethics & Governance
Projects:
Toward Trustable Model-centric Sharing for
Collaborative Machine Learning
Feng Wenjie
Research Areas:
Large-scale graph mining, data mining, machine
learning, social network analysis, and anomaly
detection
Projects:
COVID19 Seed Grant Project on Wifi Contact Tracing.
Fu Jinlan
Research Areas:
Cross-lingual Learning, Interpretable Evaluation,
Information Extraction, Question Answering.
Projects:
Natural language processing for Q&A in
indigenous/vernacular languages.
Jiang Linshan
Research Areas:
Federated/collaborative learning, blockchain-enabled
AI, and resilient AIoT system.
Projects:
Toward Trustable Model-centric Sharing for
Collaborative Machine Learning
Karthik P N
Research Areas:
Markov decision problems, statistical inference,
stochastic adaptive control, optimal stopping
problems, multi-armed bandits.
Projects:
Learning algorithms for search in structured
environments; Towards Trustable Model-Centric Sharing
for Collaborative Machine Learning.
Research Assistants
Wang Bingchen
Research Areas:
Collaborative Machine Learning, Trustworthy &
Explainable Machine Learning, Statistics & Economics
Projects:
Toward Trustable Model-centric Sharing for
Collaborative Machine Learning
Evelyn Yi Lyn Chee
Research Areas:
Deep Learning, Image Processing, Computer Vision.
Projects:
JARVIS DHL.
Ghosh Aashish Nikhil
Research Areas:
Multimodal DL, NLP, Information Extraction, Knowledge
Graphs
Projects:
Multimodal Image And Text Understanding (with NUS
Grab-AI lab)
Hu Wenyang
Research Areas:
Collaborative Machine Learning, Reinforcement Learning
Projects:
Toward Trustable Model-centric Sharing for
Collaborative Machine Learning
Liu Hang
Research Areas:
Explainable AI, Web Development, Visualization.
Projects:
Generative Adversarial Network (GAN) for anomaly
detection; Let's Check: explore and verify online
claims about COVID-19; EZ-Link user persona analysis
Liu Yingnan
Research Areas:
AI and healthcare.
Projects:
Video super resolution for capsule endoscopy.
Lu Xinyang
Research Areas:
Machine Unlearning, Natural Language Processing
Projects:
Toward Trustable Model-centric Sharing for
Collaborative Machine Learning
Mingzhe Du
Research Areas:
Question answering, Machine Reasoning, Artificial
General Intelligence
Projects:
National Gallery Chatbot
Wu Shenghan
Research Areas:
Natural Language Processing; Deep Learning; Artificial
Intelligence and health
Projects:
JARVIS Emotional Medical Chatbot
Zhang Yichen
Research Areas:
Computer vision, Model compression, Cross-Domain
Learning, Self-Supervised Learning.
Projects:
NUS-Grab AI Lab Project 1.