Shirley Wu

25 papers A* 6Misc 1Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
HumanLM: Simulating Users with State Alignment Beats Response Imitation.
CoRR
Shirley Wu, Evelyn Choi, Arpandeep Khatua, Zhanghan Wang, Joy He-Yueya, Tharindu Cyril Weerasooriya, Wei Wei, Diyi Yang, Jure Leskovec, James Zou
2026 J jnl
SteerVLA: Steering Vision-Language-Action Models in Long-Tail Driving Scenarios.
CoRR
Tian Gao, Celine Tan, Catherine Glossop, Timothy Gao, Jiankai Sun, Kyle Stachowicz, Shirley Wu, Oier Mees, Dorsa Sadigh, Sergey Levine, Chelsea Finn
2025 A* conf
CollabLLM: From Passive Responders to Active Collaborators.
ICML
Shirley Wu, Michel Galley, Baolin Peng, Hao Cheng, Gavin Li, Yao Dou, Weixin Cai, James Zou, Jure Leskovec, Jianfeng Gao
2025 J jnl
CollabLLM: From Passive Responders to Active Collaborators.
CoRR
Shirley Wu, Michel Galley, Baolin Peng, Hao Cheng, Gavin Li, Yao Dou, Weixin Cai, James Zou, Jure Leskovec, Jianfeng Gao
2025 J jnl
Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks.
CoRR
Antoine Bigeard, Langston Nashold, Rayan Krishnan, Shirley Wu
2025 J jnl
Optimas: Optimizing Compound AI Systems with Globally Aligned Local Rewards.
CoRR
Shirley Wu, Parth Sarthi, Shiyu Zhao, Aaron Lee, Herumb Shandilya, Adrian Mladenic Grobelnik, Nurendra Choudhary, Edward W. Huang, Karthik Subbian, Linjun Zhang, Diyi Yang, James Zou, Jure Leskovec
2025 J jnl
PRISM-Physics: Causal DAG-Based Process Evaluation for Physics Reasoning.
CoRR
Wanjia Zhao, Qinwei Ma, Jingzhe Shi, Shirley Wu, Jiaqi Han, Yijia Xiao, Si-Yuan Chen, Xiao Luo, Ludwig Schmidt, James Zou
2025 J jnl
SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning.
CoRR
Wanjia Zhao, Mert Yüksekgönül, Shirley Wu, James Zou
2024 A* conf
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning.
NeurIPS
Shirley Wu, Shiyu Zhao, Qian Huang, Kexin Huang, Michihiro Yasunaga, Kaidi Cao, Vassilis N. Ioannidis, Karthik Subbian, Jure Leskovec, James Y. Zou
2024 J jnl
AvaTaR: Optimizing LLM Agents for Tool-Assisted Knowledge Retrieval.
CoRR
Shirley Wu, Shiyu Zhao, Qian Huang, Kexin Huang, Michihiro Yasunaga, Kaidi Cao, Vassilis N. Ioannidis, Karthik Subbian, Jure Leskovec, James Zou
2024 A* conf
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts.
NeurIPS
Shirley Wu, Kaidi Cao, Bruno Ribeiro, James Y. Zou, Jure Leskovec
2024 A* conf
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases.
NeurIPS
Shirley Wu, Shiyu Zhao, Michihiro Yasunaga, Kexin Huang, Kaidi Cao, Qian Huang, Vassilis N. Ioannidis, Karthik Subbian, James Y. Zou, Jure Leskovec
2024 J jnl
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases.
CoRR
Shirley Wu, Shiyu Zhao, Michihiro Yasunaga, Kexin Huang, Kaidi Cao, Qian Huang, Vassilis N. Ioannidis, Karthik Subbian, James Zou, Jure Leskovec
2023 J jnl
Communication-Free Distributed GNN Training with Vertex Cut.
CoRR
Kaidi Cao, Rui Deng, Shirley Wu, Edward W. Huang, Karthik Subbian, Jure Leskovec
2023 J jnl
D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion.
CoRR
Jialin Chen, Shirley Wu, Abhijit Gupta, Rex Ying
2023 A* conf
D4Explainer: In-distribution Explanations of Graph Neural Network via Discrete Denoising Diffusion.
NeurIPS
Jialin Chen, Shirley Wu, Abhijit Gupta, Rex Ying
2023 A* conf
Discover and Cure: Concept-aware Mitigation of Spurious Correlation.
ICML
Shirley Wu, Mert Yüksekgönül, Linjun Zhang, James Zou
2023 J jnl
Discover and Cure: Concept-aware Mitigation of Spurious Correlation.
CoRR
Shirley Wu, Mert Yüksekgönül, Linjun Zhang, James Zou
2023 J jnl
GraphMETRO: Mitigating Complex Distribution Shifts in GNNs via Mixture of Aligned Experts.
CoRR
Shirley Wu, Kaidi Cao, Bruno Ribeiro, James Zou, Jure Leskovec
2023 J jnl
Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges.
CoRR
Chenhang Cui, Yiyang Zhou, Xinyu Yang, Shirley Wu, Linjun Zhang, James Zou, Huaxiu Yao
2023 — conf
Med-Flamingo: a Multimodal Medical Few-shot Learner.
ML4H@NeurIPS
Michael Moor, Qian Huang, Shirley Wu, Michihiro Yasunaga, Yash Dalmia, Jure Leskovec, Cyril Zakka, Eduardo Pontes Reis, Pranav Rajpurkar
2023 J jnl
Med-Flamingo: a Multimodal Medical Few-shot Learner.
CoRR
Michael Moor, Qian Huang, Shirley Wu, Michihiro Yasunaga, Cyril Zakka, Yash Dalmia, Eduardo Pontes Reis, Pranav Rajpurkar, Jure Leskovec
2022 J jnl
Efficient Automatic Machine Learning via Design Graphs.
CoRR
Shirley Wu, Jiaxuan You, Jure Leskovec, Rex Ying
2009 J jnl
Microblogging the ISMB: A New Approach to Conference Reporting.
PLoS Comput. Biol.
Neil F. W. Saunders, Pedro Beltrão, Lars Juhl Jensen, Daniel Jurczak, Roland Krause, Michael Kuhn, Shirley Wu
2009 Misc conf
Open Science: Tools, Approaches, and Implications.
Pacific Symposium on Biocomputing
Cameron Neylon, Shirley Wu