Shirley Wu

6 papers · 2023–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

NeurIPS (4) ICML (2)

Top co-authors

James Zou (5) Jure Leskovec (4) Kaidi Cao (3) Shiyu Zhao (2) Qian Huang (2) Vassilis N. Ioannidis (2) Karthik Subbian (2) Kexin Huang (2) Michihiro Yasunaga (2) Rex Ying (1)

Research topics

Artificial Intelligence (5) Core AI (5) Deep Learning (4) Machine Learning (3) Natural Language Processing (2) Application Areas (2) Architectures (2) Learning Types · Machine Learning (2) Applications (1) Generation (1) Learning Types · Deep Learning (1) Models (1) Techniques (1)

Keywords

large language model (2) graph neural network (2) domain generalization (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) human-llm collaboration (1) model explainability (1) user intent (1) semi-structured data (1) reinforcement fine-tuning (1)

Papers

CollabLLM: From Passive Responders to Active Collaborators ICML 2025 AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NeurIPS 2024 GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts NeurIPS 2024 STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases NeurIPS 2024 D4Explainer: In-distribution Explanations of Graph Neural Network via Discrete Denoising Diffusion NeurIPS 2023 Discover and Cure: Concept-aware Mitigation of Spurious Correlation ICML 2023