Ilgee Hong
6 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (13) π Cross-Pollinator (6)
π
Renaissance Researcher
(5)
β
The Questioner
Conferences
ACL (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
reinforcement learning from human feedback
(3)
reward learning
(2)
preference optimization
(1)
code generation
(1)
instruction following
(1)
language model alignment
(1)
responsible ai
(1)
constrained optimization
(1)
iterative sketching
(1)
continuous optimization
(1)
outlier detection
(1)
optimal control
(1)
robust learning
(1)
distributionally robust optimization
(1)
text watermarking
(1)
reward model
(1)
superlinear convergence
(1)
randomized sketching
(1)
nonlinear optimization
(1)
newton method
(1)
Papers
OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment
ACL 2026
Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data
ICML 2025
Adaptive Preference Scaling for Reinforcement Learning with Human Feedback
NIPS 2024
Robust Reinforcement Learning from Corrupted Human Feedback
NIPS 2024
Who Wrote this Code? Watermarking for Code Generation
ACL 2024
Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching
ICML 2023