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Gagandeep Singh — most-cited papers & profile · AI for Science
← authors
·
overview
Gagandeep Singh
12
papers ·
29
citations ·
22
h-index
University of Illinois Urbana-Champaign · Amgen (Switzerland)
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Most-cited papers
Adversarial Attacks on Probabilistic Autoregressive Forecasting Models
2020 · 28 citations
Certifying Knowledge Comprehension In Llms
2024 · 1 citations
Matching Ranks Over Probability Yields Truly Deep Safety Alignment
2025
SAIL: Sound Abstract Interpreters with LLMs
2025
CRANE: Reasoning with constrained LLM generation
2025
Improving Assembly Code Performance with Large Language Models via Reinforcement Learning
2025
BEAVER: An Efficient Deterministic LLM Verifier
2025
SGS: Segmentation-guided Scoring For Global Scene Inconsistencies
2025
TRAP: Targeted Redirecting Of Agentic Preferences
2025
Universal Black-box Reward Poisoning Attack Against Offline Reinforcement Learning
2024
Two-Step Offline Preference-Based Reinforcement Learning with Constrained Actions
2024
Topics
Evaluation
Safety & Alignment
Adversarial ML
Code Generation
Software Engineering
Code Models
Code
Vision-Language Models
In-Context Learning
LLM Security