Tennison Liu
14 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Dynamic Duo
(14)
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Triple Crown
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Century Club
(14)
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Prolific Year
(5)
Conferences
ICLR (6)
ICML (4)
NIPS (4)
Top co-authors
Keywords
large language model
(3)
dynamical system
(2)
hyperparameter optimization
(1)
multi-view learning
(1)
uncertainty reduction
(1)
partial observability
(1)
hyperparameter tuning
(1)
conditional distribution
(1)
unsupervised representation learning
(1)
cost-aware learning
(1)
surrogate model
(1)
interpretable model
(1)
evolutionary algorithm
(1)
generalization gap
(1)
tabular datum
(1)
digital twin
(1)
hybrid modeling
(1)
graph autoencoder
(1)
missing datum
(1)
hybrid model
(1)
Papers
Autoformulation of Mathematical Optimization Models Using LLMs
ICML 2025
Position: Truly Self-Improving Agents Require Intrinsic Metacognitive Learning
ICML 2025
Active Task Disambiguation with LLMs
ICLR 2025
Decision Tree Induction Through LLMs via Semantically-Aware Evolution
ICLR 2025
Large Language Models to Enhance Bayesian Optimization
ICLR 2024
Towards Transparent Time Series Forecasting
ICLR 2024
Active Learning with LLMs for Partially Observed and Cost-Aware Scenarios
NIPS 2024
Automatically Learning Hybrid Digital Twins of Dynamical Systems
NIPS 2024
Data-Driven Discovery of Dynamical Systems in Pharmacology using Large Language Models
NIPS 2024
Joint Training of Deep Ensembles Fails Due to Learner Collusion
NIPS 2023
Learning Representations without Compositional Assumptions
ICML 2023
TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization
ICLR 2023
GOGGLE: Generative Modelling for Tabular Data by Learning Relational Structure
ICLR 2023
HyperImpute: Generalized Iterative Imputation with Automatic Model Selection
ICML 2022