Alok Prakash

Senior Scientific Director, M3S, Singapore MIT Alliance for Research and Technology

Joined

May 2024

Names

Alok Prakash (Preferred)

Emails

****@smart.mit.edu (Confirmed)

,

****@outlook.com (Confirmed)

Personal Links

Career & Education History

Senior Scientific Director

M3S, Singapore MIT Alliance for Research and Technology (smart.mit.edu)

2026 – Present

Scientific Director

M3S, Singapore MIT Alliance for Research and Technology (smart.mit.edu)

2024 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Thambipillai Srikanthan

2008 – 2014

Expertise

embedded computer vision

2016 – Present

embedded systems

2008 – Present

Publications

MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
Zijian Zhou, Ao Qu, Zhaoxuan Wu, Sunghwan Kim, Alok Prakash, Daniela Rus, Bryan Kian Hsiang Low, Paul Pu Liang
- ICLR 2026 Poster
- Readers: Everyone
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
Zijian Zhou, Ao Qu, Zhaoxuan Wu, Sunghwan Kim, Alok Prakash, Daniela Rus, Jinhua Zhao, Bryan Kian Hsiang Low, Paul Pu Liang
- MTI-LLM @ NeurIPS 2025 Oral
- Readers: Everyone
AGI-Elo: How Far Are We From Mastering A Task?
Shuo Sun, Yimin Zhao, Christina Dao Wen Lee, JIAWEI SUN, Chengran Yuan, Zefan Huang, Dongen Li, Justin KW Yeoh, Alok Prakash, Thomas W. Malone, Marcelo H Ang Jr
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning
Zijian Zhou, Xiaoqiang Lin, Xinyi Xu, Alok Prakash, Daniela Rus, Bryan Kian Hsiang Low
- ICML 2024 Workshop ICL Poster
- Readers: Everyone
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning
Zijian Zhou, Xiaoqiang Lin, Xinyi Xu, Alok Prakash, Daniela Rus, Bryan Kian Hsiang Low
- NeurIPS 2024 poster
- Readers: Everyone

Co-Authors