| Fedscale: Benchmarking model and system performance of federated learning at scale F Lai, Y Dai, S Singapuram, J Liu, X Zhu, H Madhyastha, M Chowdhury International conference on machine learning, 11814-11827, 2022 | 367 | 2022 |
| Efficient large language models: A survey Z Wan, X Wang, C Liu, S Alam, Y Zheng, Z Qu, S Yan, Y Zhu, Q Zhang, ... Transactions on Machine Learning Research, 2023 | 307 | 2023 |
| Humanity's last exam L Phan, A Gatti, Z Han, N Li, J Hu, H Zhang, CBC Zhang, M Shaaban, ... arXiv preprint arXiv:2501.14249, 2025 | 304 | 2025 |
| Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services J Liu, JW Chung, Z Wu, F Lai, M Lee, M Chowdhury arXiv preprint arXiv:2404.16283, 2024 | 43 | 2024 |
| Iac-eval: A code generation benchmark for cloud infrastructure-as-code programs PT Kon, J Liu, Y Qiu, W Fan, T He, L Lin, H Zhang, OM Park, GS Elengikal, ... Advances in Neural Information Processing Systems 37, 134488-134506, 2024 | 31 | 2024 |
| Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents PTJ Kon*, J Liu*, Q Ding, Y Qiu, Z Yang, Y Huang, J Srinivasa, M Lee, ... arXiv preprint arXiv:2502.16069, 2025 | 24 | 2025 |
| Fluid: Resource-aware Hyperparameter Tuning Engine P Yu*, J Liu*, M Chowdhury Proceedings of Machine Learning and Systems 3, 502-516, 2021 | 23 | 2021 |
| Auxo: Efficient Federated Learning via Scalable Client Clustering J Liu, F Lai, Y Dai, A Akella, H Madhyastha, M Chowdhury 14th edition of the annual ACM Symposium on Cloud Computing, 2023 | 19 | 2023 |
| EXP-Bench: Can AI Conduct AI Research Experiments? PTJ Kon*, J Liu*, X Zhu, Q Ding, J Peng, J Xing, Y Huang, Y Qiu, ... arXiv preprint arXiv:2505.24785, 2025 | 11 | 2025 |
| Fedtrans: Efficient federated learning via multi-model transformation Y Zhu, J Liu, M Chowdhury, F Lai Proceedings of Machine Learning and Systems 6, 395-407, 2024 | 3 | 2024 |
| Venn: Resource Management Across Federated Learning Jobs J Liu, F Lai, D Ding, Y Zhang, M Chowdhury Proceedings of Machine Learning and Systems 8, 2023 | 2 | 2023 |
| Evaluation Framework for AI Systems in" the Wild" S Jabbour, T Chang, AD Antar, J Peper, I Jang, J Liu, JW Chung, S He, ... arXiv preprint arXiv:2504.16778, 2025 | 1 | 2025 |
| Sci-Reasoning: A Dataset Decoding AI Innovation Patterns J Liu, M Harmon, Z Zhang arXiv preprint arXiv:2601.04577, 2026 | | 2026 |
| User-Centric Machine Learning Systems J Liu PhD Dissertation, 2025 | | 2025 |
Mosharaf ChowdhuryUniversity of MichiganVerified email at umich.edu
