Nikhil Muralidhar
7 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver
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Renaissance Researcher
(7)
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Data Science & Analytics
(2)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Resources & Methods
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Keywords
transfer learning
(2)
large language model
(2)
reinforcement learning
(2)
representation learning
(1)
semantic segmentation
(1)
image segmentation
(1)
catastrophic forgetting
(1)
language model
(1)
mathematical reasoning
(1)
attention mechanism
(1)
prompt engineering
(1)
efficient computing
(1)
computational efficiency
(1)
time series
(1)
partial differential equation
(1)
time series forecasting
(1)
benchmark evaluation
(1)
model-agnostic approach
(1)
sequence-to-sequence model
(1)
model compression
(1)
Papers
Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers
IJCNLP 2025
Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout
ICLR 2025
Laying Anchors: Semantically Priming Numerals in Language Modeling
NAACL 2024
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation
AAAI 2024
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency
ACL 2023
Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19
AAAI 2021
DyAt Nets: Dynamic Attention Networks for State Forecasting in Cyber-Physical Systems
IJCAI 2019