| Holistic evaluation of language models P Liang, R Bommasani, T Lee, D Tsipras, D Soylu, M Yasunaga, Y Zhang, ... Transactions on Machine Learning Research (TMLR Outstanding Paper), 2023 | 2339* | 2023 |
| Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction H Yao, F Wu, J Ke, X Tang, Y Jia, S Lu, P Gong, J Ye, Z Li AAAI Conference on Artificial Intelligence (AAAI), 2018 | 1550 | 2018 |
| Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction H Yao, X Tang, H Wei, G Zheng, Z Li AAAI Conference on Artificial Intelligence (AAAI), 2019 | 1223* | 2019 |
| Intellilight: A reinforcement learning approach for intelligent traffic light control H Wei, G Zheng, H Yao, Z Li ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD), 2496-2505, 2018 | 910 | 2018 |
| Position: TrustLLM: Trustworthiness in Large Language Models Y Huang, L Sun, H Wang, S Wu, Q Zhang, Y Li, C Gao, Y Huang, W Lyu, ... International Conference on Machine Learning (ICML), 2024 | 714* | 2024 |
| Just ask for calibration: Strategies for eliciting calibrated confidence scores from language models fine-tuned with human feedback K Tian, E Mitchell, A Zhou, A Sharma, R Rafailov, H Yao, C Finn, ... Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 | 578 | 2023 |
| Analyzing and Mitigating Object Hallucination in Large Vision-Language Models Y Zhou, C Cui, J Yoon, L Zhang, Z Deng, C Finn, M Bansal, H Yao International Conference on Learning Representations (ICLR), 2024 | 428 | 2024 |
| Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction H Yao, Y Liu, Y Wei, X Tang, Z Li The World Wide Web Conference (WWW), 2181-2191, 2019 | 314 | 2019 |
| Surgical fine-tuning improves adaptation to distribution shifts Y Lee, AS Chen, F Tajwar, A Kumar, H Yao, P Liang, C Finn International Conference on Learning Representations (ICLR), 2023 | 307 | 2023 |
| Improving Out-of-Distribution Robustness via Selective Augmentation H Yao, Y Wang, S Li, L Zhang, W Liang, J Zou, C Finn International Conference on Machine Learning (ICML), 25407-25437, 2022 | 291 | 2022 |
| Hierarchically Structured Meta-learning H Yao, Y Wei, J Huang, Z Li International Conference on Machine Learning (ICML), 7045-7054, 2019 | 287 | 2019 |
| Few-Shot Knowledge Graph Completion C Zhang, H Yao, C Huang, M Jiang, Z Li, NV Chawla AAAI Conference on Artificial Intelligence (AAAI), 2020 | 283 | 2020 |
| Fine-tuning language models for factuality K Tian, E Mitchell, H Yao, CD Manning, C Finn International Conference on Learning Representations (ICLR), 2024 | 253 | 2024 |
| MetaLight: Value-based Meta-reinforcement Learning for Traffic Signal Control X Zang, H Yao, G Zheng, N Xu, K Xu, Z Li AAAI Conference on Artificial Intelligence (AAAI), 2020 | 251 | 2020 |
| Graph Few-shot Learning via Knowledge Transfer H Yao, C Zhang, Y Wei, M Jiang, S Wang, J Huang, NV Chawla, Z Li AAAI Conference on Artificial Intelligence (AAAI), 2020 | 236 | 2020 |
| Transferring Robustness for Graph Neural Network Against Poisoning Attacks X Tang, Y Li, Y Sun, H Yao, P Mitra, S Wang ACM International Conference on Web Search and Data Mining (WSDM), 2020 | 224* | 2020 |
| Investigating and Mitigating Degree-Related Biases in Graph Convolutional Networks X Tang, H Yao, Y Sun, Y Wang, J Tang, C Aggarwal, P Mitra, S Wang ACM International Conference on Information and Knowledge Management (CIKM), 2020 | 209 | 2020 |
| Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values X Tang, H Yao, Y Sun, C Aggarwal, P Mitra, S Wang AAAI Conference on Artificial Intelligence (AAAI), 2020 | 182 | 2020 |
| Aligning modalities in vision large language models via preference fine-tuning Y Zhou, C Cui, R Rafailov, C Finn, H Yao ICLR 2024 Workshop on Reliable and Responsible Foundation Models, 2024 | 172 | 2024 |
| HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding Z Chen, Z Zhao, H Luo, H Yao, B Li, J Zhou International Conference on Machine Learning (ICML), 2024 | 157 | 2024 |
