Ambrish Rawat
6 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (7) π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π₯
Mega-Team
(22)
Conferences
AAAI (2)
NAACL (2)
ACL (1)
AISTATS (1)
Top co-authors
Keywords
large language model
(3)
pipeline optimization
(2)
hyperparameter optimization
(2)
responsible ai
(1)
ai safety
(1)
heuristic search
(1)
kernel density estimation
(1)
algorithm selection
(1)
multi-armed bandit
(1)
pre-trained model
(1)
generative adversarial network
(1)
hallucination detection
(1)
harmful content detection
(1)
prompt injection
(1)
jensen-shannon divergence
(1)
multi-fidelity optimization
(1)
vanishing gradient
(1)
automated machine learning
(1)
limited discrepancy search
(1)
context-free grammar
(1)
Papers
Granite Guardian: Comprehensive LLM Safeguarding
NAACL 2025
Attention Tracker: Detecting Prompt Injection Attacks in LLMs
NAACL 2025
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models
ACL 2023
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
AAAI 2022
Searching for Machine Learning Pipelines Using a Context-Free Grammar
AAAI 2021
Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training
AISTATS 2018