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Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars
Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada
Conference
2024
Vancouver, Canada
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning
Annual Conference on Neural Information Processing Systems (NeurIPS)
Conference
2024
Vancouver, Canada
Meta-VBO: Utilizing Prior Tasks in Optimizing Risk Measures with Gaussian Processes
The 12th International Conference on Learning Representations (ICLR)
Conference
2024
Vienna, Austria
Robustifying and Boosting Training-Free Neural Architecture Search
The 12th International Conference on Learning Representations (ICLR)
Conference
2024
Vienna, Austria
Towards AutoAI: Optimizing a Machine Learning System with Black-box and Differentiable Components
The 41st International Conference on Machine Learning (ICML), Vienna, Austria
Conference
2024
Vienna, Austria
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers.
The 41st International Conference on Machine Learning (ICML)
Conference
2024
Vienna, Austria
CAS: Fusing DNN Optimization & Adaptive Sensing for Energy-Efficient Multi-Modal Inference
Dulanga Weerakoon (SMART), Vigneshwaran Subbaraju (A*STAR), Joo Hwee Lim (A*STAR), Archan Misra (SMU)
IEEE Robotics and Automation Letters
Journal
2024
IEEE
Poster: Towards Efficient Spatio-Temporal Video Grounding in Pervasive Mobile Devices
Dulanga Weerakoon (SMART), Vigneshwaran Subbaraju (A*STAR), Joo Hwee Lim (A*STAR), Archan Misra (SMU)
MOBISYS '24: Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services
Conference
2024
ACM
LILOC: Leveraging LiDARs for Accurate 3D Localization in Dynamic Indoor Environments
Darshana Rathnayake (SMU)
ACM Transactions on Internet of Things
Journal
2024
ACM
NeuroViG - Integrating Event Cameras for Resource- Efficient Video Grounding
Dulanga Weerakoon (SMART), Vigneshwaran Subbaraju (A*STAR), Joo Hwee Lim (A*STAR), Archan Misra (SMU)
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025)
Conference
2025
IEEE
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning
Zijian Zhou (SMART)
Advances in Neural Information Processing Systems
Conference
2024
Vancouver, Canada
Impacts of remote work on vehicle miles traveled and transit ridership in the USA
Yunhan Zheng (SMART), Shenhao Wang (UF), Lun Liu (PKU), Jim Aloisi (MIT), and Jinhua Zhao (MIT)
Nature Cities
Journal
2024
Springer Nature
Comparing hundreds of machine learning classifiers and discrete choice models in predicting travel behavior: an empirical benchmark
Shenhao Wang (UF), Baichuan Mo (MIT), Yunhan Zheng (SMART), Stephane Hess (Leeds), Jinhua Zhao (MIT)
Transportation Research Part B: Methodological
Journal
2024
Elsevier
Effects of electric vehicle charging stations on the economic vitality of local businesses
Yunhan Zheng (SMART), David Keith (University of Melbourne), Shenhao Wang (UF), Diao Mi (Tongji), Jinhua Zhao (MIT)
Nature Communications
Journal
2024
Springer Nature
Infrequent activities predict economic outcomes in major American cities
Shenhao Wang (UF), Yunhan Zheng (SMART), Guang Wang (MIT), Takahiro Yabe (MIT), Esteban Moro (MIT), Alex "Sandy" Pentland (MIT)
Nature Cities
Journal
2024
Springer Nature
A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration
Jie Gao (SMART), Simret Araya Gebreegziabher, Kenny Tsu Wei Choo, Toby Jia-Jun Li, Simon Tangi Perrault, Thomas W Malone (MIT)