Yibo Jiang
10 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π Cross-Pollinator (13) π Academic Marathon (5)
π
Conference Polyglot
(3)
π
Triple Crown
π
Century Club
(10)
β
The Questioner
Conferences
NIPS (4)
ICLR (3)
ICML (3)
Top co-authors
Keywords
associative memory
(2)
representation learning
(2)
neural tangent kernel
(1)
domain generalization
(1)
transfer learning
(1)
domain adaptation
(1)
causal discovery
(1)
embedding learning
(1)
graphical model
(1)
structural equation model
(1)
latent variable
(1)
latent concept
(1)
knowledge retrieval
(1)
jacobian eigenvalue
(1)
causal invariance
(1)
fact retrieval
(1)
large language model
(1)
sigmoid autoencoder
(1)
eigenvalue norm
(1)
algebraic structure
(1)
Papers
The Illusion of Role Separation: Hidden Shortcuts in LLM Role Learning (and How to Fix Them)
ICML 2025
Quantifying Generalization Complexity for Large Language Models
ICLR 2025
The Geometry of Categorical and Hierarchical Concepts in Large Language Models
ICLR 2025
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints
ICLR 2024
On the Origins of Linear Representations in Large Language Models
ICML 2024
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
NIPS 2024
Uncovering Meanings of Embeddings via Partial Orthogonality
NIPS 2023
Learning Nonparametric Latent Causal Graphs with Unknown Interventions
NIPS 2023
Invariant and Transportable Representations for Anti-Causal Domain Shifts
NIPS 2022
Associative Memory in Iterated Overparameterized Sigmoid Autoencoders
ICML 2020