| Transformers in time series: A survey Q Wen, T Zhou, C Zhang, W Chen, Z Ma, J Yan, L Sun 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023 | 455 | 2023 |
| TFAD: A decomposition time series anomaly detection architecture with time-frequency analysis C Zhang, T Zhou, Q Wen, L Sun Proceedings of the 31st ACM International Conference on Information …, 2022 | 40 | 2022 |
| Self-supervised learning for time series analysis: Taxonomy, progress, and prospects K Zhang, Q Wen, C Zhang, R Cai, M Jin, Y Liu, JY Zhang, Y Liang, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 32 | 2024 |
| Large models for time series and spatio-temporal data: A survey and outlook M Jin, Q Wen, Y Liang, C Zhang, S Xue, X Wang, J Zhang, Y Wang, ... arXiv preprint arXiv:2310.10196, 2023 | 28 | 2023 |
| Dcdetector: Dual attention contrastive representation learning for time series anomaly detection Y Yang, C Zhang, T Zhou, Q Wen, L Sun Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 28 | 2023 |
| Pricing and allocation algorithm designs in dynamic ridesharing system C Zhang, J Xie, F Wu, X Gao, G Chen Theoretical Computer Science 803, 94-104, 2020 | 24 | 2020 |
| Free talk in the air: A hierarchical topology for 60 GHz wireless data center networks C Zhang, F Wu, X Gao, G Chen IEEE/ACM Transactions on Networking 25 (6), 3723-3737, 2017 | 18 | 2017 |
| Online auctions with dynamic costs for ridesharing C Zhang, F Wu, X Gao, G Chen 2017 IEEE 23rd International Conference on Parallel and Distributed Systems …, 2017 | 12 | 2017 |
| An efficient auction with variable reserve prices for ridesourcing C Zhang, F Wu, X Bei PRICAI 2018: Trends in Artificial Intelligence: 15th Pacific Rim …, 2018 | 10 | 2018 |
| Netrca: an effective network fault cause localization algorithm C Zhang, Z Zhou, Y Zhang, L Yang, K He, Q Wen, L Sun ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 7 | 2022 |
| DiffLoad: uncertainty quantification in load forecasting with diffusion model Z Wang, Q Wen, C Zhang, L Sun, Y Wang arXiv preprint arXiv:2306.01001, 2023 | 6 | 2023 |
| Mechanism design with predicted task revenue for bike sharing systems H Lv, C Zhang, Z Zheng, T Luo, F Wu, G Chen Proceedings of the AAAI Conference on Artificial Intelligence 34 (02), 2144-2151, 2020 | 6 | 2020 |
| Logicot: Logical chain-of-thought instruction-tuning data collection with gpt-4 H Liu, Z Teng, L Cui, C Zhang, Q Zhou, Y Zhang arXiv preprint arXiv:2305.12147, 2023 | 4 | 2023 |
| Efficient auctions with identity-dependent negative externalities C Zhang, X Wang, F Wu, X Bei Proceedings of the 17th International Conference on Autonomous Agents and …, 2018 | 4 | 2018 |
| LogiCoT: Logical Chain-of-Thought Instruction Tuning H Liu, Z Teng, L Cui, C Zhang, Q Zhou, Y Zhang The 2023 Conference on Empirical Methods in Natural Language Processing, 2023 | 3 | 2023 |
| Benchmarks and Custom Package for Electrical Load Forecasting Z Wang, Q Wen, C Zhang, L Sun, L Von Krannichfeldt, Y Wang arXiv preprint arXiv:2307.07191, 2023 | 1 | 2023 |
| Time Series Anomaly Detection using Skip-Step Contrastive Predictive Coding K Zhang, Q Wen, C Zhang, L Sun, Y Liu NeurIPS 2022 Workshop on Self-Supervised Learning - Theory and Practice., 2022 | 1 | 2022 |
| Cost-Sharing Mechanism Design for Social Cost Minimization in Ridesharing Systems Y Liu, C Zhang, Z Zheng, G Chen Wireless Algorithms, Systems, and Applications: 16th International …, 2021 | 1 | 2021 |
| Algorithm Designs for Dynamic Ridesharing System C Zhang, J Xie, F Wu, X Gao, G Chen Algorithmic Aspects in Information and Management: 12th International …, 2018 | 1 | 2018 |
Qingsong Wen (文青松)Head of AI Research & Chief Scientist @ Squirrel AIVerified email at gatech.edu
