For publication in 2019 ACC A flexible framework for building occupancy detection using spatiotemporal pattern networks. - Sin Yong Tan; Homagni Saha; Anthony R. Florita; Gregor P. Henze; Soumik Sarkar (ACC, 2019)

On Higher-order Moments in Adam. - Zhanhong Jiang; Aditya Balu; Sin Yong Tan; Young M. Lee; Chinmay Hegde; Soumik Sarkar (CoRR, 2019)

Interpretable Deep Attention Model for Multivariate Time Series Prediction in Building Energy Systems. - Tryambak Gangopadhyay; Sin Yong Tan; Zhanhong Jiang; Soumik Sarkar (DDDAS, 2020)

Few shot clustering for indoor occupancy detection with extremely low-quality images from battery free cameras. - Homagni Saha; Sin Yong Tan; Ali Saffari; Mohamad Katanbaf; Joshua R. Smith 001; Soumik Sarkar (CoRR, 2020)

Decentralized Deep Learning Using Momentum-Accelerated Consensus. - Aditya Balu; Zhanhong Jiang; Sin Yong Tan; Chinmay Hegde; Young M. Lee; Soumik Sarkar (ICASSP, 2021)

Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation. - Tryambak Gangopadhyay; Sin Yong Tan; Zhanhong Jiang; Rui Meng; Soumik Sarkar (ICASSP, 2021)

Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data. - Yasaman Esfandiari; Sin Yong Tan; Zhanhong Jiang; Aditya Balu; Ethan Herron; Chinmay Hegde; Soumik Sarkar (ICML, 2021)

Battery-Free Camera Occupancy Detection System. - Ali Saffari; Sin Yong Tan; Mohamad Katanbaf; Homagni Saha; Joshua R. Smith 001; Soumik Sarkar (EMDL@MobiSys, 2021)

Granger Causality Based Hierarchical Time Series Clustering for State Estimation. - Sin Yong Tan; Homagni Saha; Margarite Jacoby; Gregor Henze; Soumik Sarkar (CoRR, 2021)

WHISPER: Wireless Home Identification and Sensing Platform for Energy Reduction. - Margarite Jacoby; Sin Yong Tan; Mohamad Katanbaf; Ali Saffari; Homagni Saha; Zerina Kapetanovic; Jasmine Garland; Anthony Florita; Gregor Henze; Soumik Sarkar; Joshua R. Smith 001 (J. Sens. Actuator Networks, 2021)

MDPGT: Momentum-Based Decentralized Policy Gradient Tracking. - Zhanhong Jiang; Xian Yeow Lee; Sin Yong Tan; Kai Liang Tan; Aditya Balu; Young M. Lee; Chinmay Hegde; Soumik Sarkar (AAAI, 2022)

Active shooter detection and robust tracking utilizing supplemental synthetic data. - Joshua R. Waite; Jiale Feng; Riley Tavassoli; Laura M. Harris; Sin Yong Tan; Subhadeep Chakraborty; Soumik Sarkar (CoRR, 2023)

Few-shot deep learning for AFM force curve characterization of single-molecule interactions. - Joshua R. Waite; Sin Yong Tan; Homagni Saha; Soumik Sarkar; Anwesha Sarkar (Patterns, 2023)