Ilgee Hong
6 papers · 2023–2026 · 3 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
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Natural Language Processing
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Mathematics & Optimization
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
reinforcement learning from human feedback
(3)
reward learning
(2)
reward model
(2)
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)
probabilistic framework
(1)
distributionally robust optimization
(1)
optimization algorithm
(1)
text watermarking
(1)
superlinear convergence
(1)
randomized sketching
(1)
nonlinear optimization
(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
NeurIPS 2024
Robust Reinforcement Learning from Corrupted Human Feedback
NeurIPS 2024
Who Wrote this Code? Watermarking for Code Generation
ACL 2024
Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching
ICML 2023