Welcome to my personal page!

NEWS: I will give an invited talk at AAAI-24 New Faculty Highlight Program. In addition, I and my WSU colleagues (Jana Doppa, Yan Yan, Ganapati Bhat, Taha Belkhouja) will also give a tutorial on Advances in Robust Time-Series ML at AAAI-24.

NEWS My collaborative work with Sara Magliacane (University of Amsterdam) and Douglas Lauffenburger (MIT) on Translating Omics Signatures without Orthologue Requirements using Deep Learning has recently been accepted to Nature Partner Journals: Systems Biology and Applications

NEWS A paper on Few-Shot Learning via Repurposing Ensemble of Black-Box Models has been accepted for publication in AAAI-24.

NEWS A paper on Offline Model-based Optimization via Policy-Guided Gradient Search has been accepted for publication in AAAI-24.

NEWS A paper on Pre-Trained Recommender Systems: A Causal Debiasing Perspective has been accepted for publication in WSDM-24.

NEWS A paper on Incentives in Private Collaborative Machine Learning has been accepted for publication in NeurIPS-23.

NEWS A paper on Promoting Robustness of Randomized Smoothing: Two Cost-Effective Approaches has been accepted for publication in ICDM-23.

NEWS A paper on Federated Learning of Models Pre-Trained on Different Features with Consensus Graphs has been accepted for publication in UAI-23.

NEWS A paper on Personalized Federated Domain Adaptation for Item-to-Item Recommendation has been accepted for publication in UAI-23.

NEWS A paper on Adversarial Attack and Defense Mechanisms for Multivariate Time-Series Forecasting has been accepted for publication in ICLR-23

I am currently a tenure-track Assistant Professor at the School of Electrical Engineering and Computer Science, Washington State University.

Prior to my current appointment, I was a Senior Research Scientist at the AWS AI Labs, Amazon (2020-2022) in Santa Clara, CA.

Before Amazon, I was a Research Staff Member of the MIT-IBM Watson AI Lab, IBM Research in Cambridge, MA (2018-2020).

Before IBM, I was a Postdoctoral Research Associate at the Laboratory for Information and Decision Systems (LIDS), MIT (2017-2018).

Prior to MIT, I was a Research Fellow at National University of Singapore (2015-2017) where I earned my PhD degree in Machine Learning (2010-2015).

My PhD adviser is Associate Professor Kian Hsiang Low.