Jayakumar Subramanian
5 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
ACL (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
policy gradient
(1)
sequential decision making
(1)
approximate planning
(1)
approximate dynamic programming
(1)
deep neural network
(1)
length generalization
(1)
key-value cache
(1)
gated attention
(1)
dead-end state
(1)
partially observed system
(1)
risk identification
(1)
information state
(1)
intensive care unit
(1)
treatment security
(1)
linearization framework
(1)
subquadratic attention
(1)
hardware-aware algorithm
(1)
Papers
Lizard: An Efficient Linearization Framework for Large Language Models
ACL 2026
Measuring And Improving Engagement of Text-to-Image Generation Models
ICLR 2025
Explaining RL Decisions with Trajectories
ICLR 2023
Approximate Information State for Approximate Planning and Reinforcement Learning in Partially Observed Systems
JMLR 2022
Medical Dead-ends and Learning to Identify High-Risk States and Treatments
NIPS 2021