| Chronos: Learning the language of time series AF Ansari, L Stella, C Turkmen, X Zhang, P Mercado, H Shen, O Shchur, ... arXiv preprint arXiv:2403.07815, 2024 | 796 | 2024 |
| Large language models for time series: A survey X Zhang, RR Chowdhury, RK Gupta, J Shang arXiv preprint arXiv:2402.01801, 2024 | 188 | 2024 |
| Tarnet: Task-aware reconstruction for time-series transformer RR Chowdhury, X Zhang, J Shang, RK Gupta, D Hong Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022 | 97 | 2022 |
| First de-trend then attend: Rethinking attention for time-series forecasting X Zhang, X Jin, K Gopalswamy, G Gupta, Y Park, X Shi, H Wang, ... arXiv preprint arXiv:2212.08151, 2022 | 88 | 2022 |
| Async-HFL: Efficient and robust asynchronous federated learning in hierarchical IoT networks X Yu, L Cherkasova, H Vardhan, Q Zhao, E Ekaireb, X Zhang, ... Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and …, 2023 | 53 | 2023 |
| Primenet: Pre-training for irregular multivariate time series RR Chowdhury, J Li, X Zhang, D Hong, RK Gupta, J Shang Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7184-7192, 2023 | 48 | 2023 |
| UniMTS: Unified Pre-training for Motion Time Series X Zhang, D Teng, RR Chowdhury, S Li, D Hong, R Gupta, J Shang Advances in Neural Information Processing Systems 37, 107469-107493, 2024 | 25* | 2024 |
| Unleashing the power of shared label structures for human activity recognition X Zhang, RR Chowdhury, J Zhang, D Hong, RK Gupta, J Shang Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 25* | 2023 |
| Filling conversation ellipsis for better social dialog understanding X Zhang, C Li, D Yu, S Davidson, Z Yu Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 9587-9595, 2020 | 19 | 2020 |
| Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework J Zhang, X Zhang, X Zhang, D Hong, RK Gupta, J Shang 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023 | 18* | 2023 |
| Enhancing foundation models for time series forecasting via Wavelet-based tokenization L Masserano, AF Ansari, B Han, X Zhang, C Faloutsos, MW Mahoney, ... arXiv preprint arXiv:2412.05244, 2024 | 14 | 2024 |
| Towards diverse and coherent augmentation for time-series forecasting X Zhang, RR Chowdhury, J Shang, R Gupta, D Hong ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 14 | 2023 |
| Neural embeddings for nearest neighbor search under edit distance X Zhang, Y Yuan, P Indyk | 12 | 2019 |
| Physics-Informed Data Denoising for Real-Life Sensing Systems X Zhang, X Fu, D Teng, C Dong, K Vijayakumar, J Zhang, RR Chowdhury, ... Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023 | 11* | 2023 |
| Mitra: Mixed synthetic priors for enhancing tabular foundation models X Zhang, DC Maddix, J Yin, N Erickson, AF Ansari, B Han, S Zhang, ... arXiv preprint arXiv:2510.21204, 2025 | 10* | 2025 |
| Chronos-2: From univariate to universal forecasting AF Ansari, O Shchur, J Küken, A Auer, B Han, P Mercado, ... arXiv preprint arXiv:2510.15821, 2025 | 10* | 2025 |
| Zerohar: Sensor context augments zero-shot wearable action recognition RR Chowdhury, R Kapila, A Panse, X Zhang, D Teng, R Kulkarni, D Hong, ... Proceedings of the AAAI Conference on Artificial Intelligence 39 (15), 16046 …, 2025 | 10 | 2025 |
| ESC-GAN: Extending spatial coverage of physical sensors X Zhang, RR Chowdhury, J Shang, R Gupta, D Hong Proceedings of the fifteenth ACM international conference on web search and …, 2022 | 10 | 2022 |
| Sensorchat: Answering qualitative and quantitative questions during long-term multimodal sensor interactions X Yu, L Hu, B Reichman, D Chu, R Chandrupatla, X Zhang, L Heck, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2025 | 6 | 2025 |
| Mlzero: A multi-agent system for end-to-end machine learning automation H Fang, B Han, N Erickson, X Zhang, S Zhou, A Dagar, J Zhang, ... arXiv preprint arXiv:2505.13941, 2025 | 4 | 2025 |
Abdul Fatir AnsariMachine Learning Scientist at AmazonVerified email at amazon.com
