Ambrish Rawat
6 papers · 2018–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
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
Attention Tracker: Detecting Prompt Injection Attacks in LLMs
NAACL 2025
Granite Guardian: Comprehensive LLM Safeguarding
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