Sotabase

Career

· Postdoctoral Researcher, Stanford University2021–2023
· Visiting PhD Student, Carnegie Mellon University2020–2020
· PhD Student, Pennsylvania State University2017–2021
· Undergraduate Student, University of Electronic Science and Technology of China2012–2016
· Assistant Professor, University of North Carolina at Chapel Hill

Publications (96)

Holistic Evaluation of Language Models
Trans. Mach. Learn. Res. · 2023
1,324
cited
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
AAAI Conference on Artificial Intelligence · 2018
1,203
cited
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction
AAAI Conference on Artificial Intelligence · 2018
801
cited
IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control
Knowledge Discovery and Data Mining · 2018
690
cited
Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback
Conference on Empirical Methods in Natural Language Processing · 2023
547
cited
TrustLLM: Trustworthiness in Large Language Models
arXiv.org · 2024
294
cited
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
International Conference on Learning Representations · 2023
270
cited
Surgical Fine-Tuning Improves Adaptation to Distribution Shifts
International Conference on Learning Representations · 2022
259
cited
Improving Out-of-Distribution Robustness via Selective Augmentation
International Conference on Machine Learning · 2022
258
cited
Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction
The Web Conference · 2019
247
cited
Few-Shot Knowledge Graph Completion
AAAI Conference on Artificial Intelligence · 2019
231
cited
Hierarchically Structured Meta-learning
International Conference on Machine Learning · 2019
219
cited
Transferring Robustness for Graph Neural Network Against Poisoning Attacks
Web Search and Data Mining · 2019
194
cited
Graph Few-shot Learning via Knowledge Transfer
AAAI Conference on Artificial Intelligence · 2019
184
cited
Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
arXiv.org · 2024
175
cited
MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control
AAAI Conference on Artificial Intelligence · 2020
171
cited
Investigating and Mitigating Degree-Related Biases in Graph Convoltuional Networks
International Conference on Information and Knowledge Management · 2020
156
cited
Modeling Spatial-Temporal Dynamics for Traffic Prediction
arXiv.org · 2018
141
cited
Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values
AAAI Conference on Artificial Intelligence · 2019
135
cited
Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges
arXiv.org · 2023
123
cited
Sotabase
Huaxiu Yao | Researcher Profile | Sotabase | Sotabase