Chau Nguyen
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Optimization & Theory
(3)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types
(1)
Reasoning
(1)
Representation
(1)
Techniques
(1)
Keywords
mixture of expert
(2)
parameter estimation
(1)
symbolic reasoning
(1)
information retrieval
(1)
semantic search
(1)
query embedding
(1)
first-order logic
(1)
knowledge graph
(1)
knowledge graph embedding
(1)
low-rank matrix estimation
(1)
prompt tuning
(1)
efficient fine-tuning
(1)
geometric embedding
(1)
prefix tuning
(1)
hybrid retrieval
(1)
logical query
(1)
sequence embedding
(1)
geometric representation
(1)
relation retrieval
(1)
cone embedding
(1)
Papers
On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
ICML 2025
RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts
ICML 2025
Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
ICLR 2025
CovRelex-SE: Adding Semantic Information for Relation Search via Sequence Embedding
EACL 2023
SConE: Simplified Cone Embeddings with Symbolic Operators for Complex Logical Queries
ACL 2023