Shirley Wu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 12

Top Topics

Nonlinear Diffusion

Knowledge Retrieval

Medical Experts

Top Venues

Publications

Shirley Wu, Shiyu Zhao, Qian Huang, Kexin Huang, Michihiro Yasunaga, Kaidi Cao, Vassilis N. Ioannidis, Karthik Subbian, Jure Leskovec, James Zou
AvaTaR: Optimizing LLM Agents for Tool-Assisted Knowledge Retrieval. CoRR (2024)
Shirley Wu, Shiyu Zhao, Michihiro Yasunaga, Kexin Huang, Kaidi Cao, Qian Huang, Vassilis N. Ioannidis, Karthik Subbian, James Zou, Jure Leskovec
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases. CoRR (2024)
Jialin Chen, Shirley Wu, Abhijit Gupta, Rex Ying
D4Explainer: In-distribution Explanations of Graph Neural Network via Discrete Denoising Diffusion. NeurIPS (2023)
Shirley Wu, Mert Yüksekgönül, Linjun Zhang, James Zou
Discover and Cure: Concept-aware Mitigation of Spurious Correlation. CoRR (2023)
Michael Moor, Qian Huang, Shirley Wu, Michihiro Yasunaga, Cyril Zakka, Yash Dalmia, Eduardo Pontes Reis, Pranav Rajpurkar, Jure Leskovec
Med-Flamingo: a Multimodal Medical Few-shot Learner. CoRR (2023)
Kaidi Cao, Rui Deng, Shirley Wu, Edward W. Huang, Karthik Subbian, Jure Leskovec
Communication-Free Distributed GNN Training with Vertex Cut. CoRR (2023)
Shirley Wu, Mert Yüksekgönül, Linjun Zhang, James Zou
Discover and Cure: Concept-aware Mitigation of Spurious Correlation. ICML (2023)
Chenhang Cui, Yiyang Zhou, Xinyu Yang, Shirley Wu, Linjun Zhang, James Zou, Huaxiu Yao
Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges. CoRR (2023)
Jialin Chen, Shirley Wu, Abhijit Gupta, Rex Ying
D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion. CoRR (2023)
Michael Moor, Qian Huang, Shirley Wu, Michihiro Yasunaga, Yash Dalmia, Jure Leskovec, Cyril Zakka, Eduardo Pontes Reis, Pranav Rajpurkar
Med-Flamingo: a Multimodal Medical Few-shot Learner. ML4H@NeurIPS (2023)
Shirley Wu, Kaidi Cao, Bruno Ribeiro, James Zou, Jure Leskovec
GraphMETRO: Mitigating Complex Distribution Shifts in GNNs via Mixture of Aligned Experts. CoRR (2023)
Shirley Wu, Jiaxuan You, Jure Leskovec, Rex Ying
Efficient Automatic Machine Learning via Design Graphs. CoRR (2022)
Cameron Neylon, Shirley Wu
Open Science: Tools, Approaches, and Implications. Pacific Symposium on Biocomputing (2009)
Neil F. W. Saunders, Pedro Beltrão, Lars Juhl Jensen, Daniel Jurczak, Roland Krause, Michael Kuhn, Shirley Wu
Microblogging the ISMB: A New Approach to Conference Reporting. PLoS Comput. Biol. 5 (1) (2009)