| Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting S Li, X Jin, Y Xuan, X Zhou, W Chen, YX Wang, X Yan Advances in Neural Information Processing Systems, 2019 | 649 | 2019 |
| TabFact: A Large-scale Dataset for Table-based Fact Verification W Chen, H Wang, J Chen, Y Zhang, H Wang, S Li, X Zhou, WY Wang International Conference on Learning Representations, 2020 | 198 | 2020 |
| CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers S Li*, S Yavuz*, K Hashimoto, J Li, T Niu, N Rajani, X Yan, Y Zhou, ... International Conference on Learning Representations, 2021 | 48 | 2021 |
| Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach S Li, J Chen, D Yu NeurIPS KR2ML Workshop, 2019 | 13 | 2019 |
| Explanations from large language models make small reasoners better S Li, J Chen, Y Shen, Z Chen, X Zhang, Z Li, H Wang, J Qian, B Peng, ... arXiv preprint arXiv:2210.06726, 2022 | 11 | 2022 |
| HierCon: Hierarchical Organization of Technical Documents Based on Concepts K Li, S Li, S Yavuz, H Zha, Y Su, X Yan IEEE International Conference on Data Mining, 2019 | 11 | 2019 |
| Towards understanding acceleration tradeoff between momentum and asynchrony in nonconvex stochastic optimization T Liu, S Li, JS Shi, E Zhou, T Zhao Advances in Neural Information Processing Systems, 3682-3692, 2018 | 10 | 2018 |
| Limitations of language models in arithmetic and symbolic induction J Qian, H Wang, Z Li, S Li, X Yan arXiv preprint arXiv:2208.05051, 2022 | 4 | 2022 |
| Multi-step Deep Autoregressive Forecasting with Latent States X Jin, S Li, Y Zhang, X Yan ICML 2019 Workshop on Time Series, 2019 | 3 | 2019 |
| Controllable Dialogue Simulation with In-Context Learning Z Li, W Chen, S Li, H Wang, J Qian, X Yan Findings of the Conference on Empirical Methods in Natural Language Processing, 2022 | 2 | 2022 |
| ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering Z Chen, S Li, C Smiley, Z Ma, S Shah, WY Wang Proceedings of the Conference on Empirical Methods in Natural Language …, 2022 | 2 | 2022 |
| Making Something out of Nothing: Building Robust Task-oriented Dialogue Systems from Scratch Z Li, H Wang, A Albalak, Y Yang, J Qian, S Li, X Yan | 2 | 2022 |
| Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding S Li, S Yavuz, W Chen, X Yan Findings of the Conference on Empirical Methods in Natural Language Processing, 2021 | 2 | 2021 |
| Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling X Zhang, S Li, Z Chen, X Yan, L Petzold arXiv preprint arXiv:2210.12156, 2022 | 1 | 2022 |
| Domain Adaptation for Trauma Mortality Prediction in EHRs with Feature Disparity X Zhang, S Li, Z Cheng, R Callcut, L Petzold 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | 1 | 2021 |
| Time Series as Images: Vision Transformer for Irregularly Sampled Time Series Z Li, S Li, X Yan arXiv preprint arXiv:2303.12799, 2023 | | 2023 |
Xifeng YanProfessor, Computer Science, Univ. of California at Santa BarbaraVerified email at cs.ucsb.edu
