Shirley Wu
6 papers · 2023–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (4)
ICML (2)
Top co-authors
Keywords
domain generalization
(2)
large language model
(2)
graph neural network
(2)
knowledge base
(1)
distribution shift
(1)
multimodal retrieval
(1)
spurious correlation
(1)
mixture of expert
(1)
denoising diffusion
(1)
model generalization
(1)
counterfactual explanation
(1)
prompt optimization
(1)
tool usage
(1)
causal intervention
(1)
agent system
(1)
model explainability
(1)
semi-structured datum
(1)
concept-based reasoning
(1)
concept-based interpretation
(1)
human-interpretable concept
(1)
Papers
CollabLLM: From Passive Responders to Active Collaborators
ICML 2025
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
NIPS 2024
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
NIPS 2024
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
NIPS 2024
D4Explainer: In-distribution Explanations of Graph Neural Network via Discrete Denoising Diffusion
NIPS 2023
Discover and Cure: Concept-aware Mitigation of Spurious Correlation
ICML 2023