| Software-hardware co-design of heterogeneous SmartNIC system for recommendation models inference and training A Guo, Y Hao, C Wu, P Haghi, Z Pan, M Si, D Tao, A Li, M Herbordt, ... Proceedings of the 37th International Conference on Supercomputing, 336-347, 2023 | 25* | 2023 |
| Ising-traffic: Using ising machine learning to predict traffic congestion under uncertainty Z Pan, A Sharma, JYC Hu, Z Liu, A Li, H Liu, M Huang, T Geng Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9354-9363, 2023 | 24 | 2023 |
| On the design of quantum graph convolutional neural network in the nisq-era and beyond Z Hu, J Li, Z Pan, S Zhou, L Yang, C Ding, O Khan, T Geng, W Jiang 2022 IEEE 40th International Conference on Computer Design (ICCD), 290-297, 2022 | 22 | 2022 |
| Ising-cf: A pathbreaking collaborative filtering method through efficient ising machine learning Z Liu, Y Yang, Z Pan, A Sharma, A Hasan, C Ding, A Li, M Huang, T Geng 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 20* | 2023 |
| Chain-of-action: Faithful and multimodal question answering through large language models Z Pan, H Luo, M Li, H Liu arXiv preprint arXiv:2403.17359, 2024 | 11 | 2024 |
| Conv-coa: Improving open-domain question answering in large language models via conversational chain-of-action Z Pan*, H Luo*, M Li, H Liu arXiv preprint arXiv:2405.17822, 2024 | 6 | 2024 |
| CoRMF: Criticality-Ordered Recurrent Mean Field Ising Solver Z Pan, A Gilani, EJ Kuo, Z Liu arXiv preprint arXiv:2403.03391, 2024 | 5 | 2024 |
| HeteGraph-Mamba: Heterogeneous Graph Learning via Selective State Space Model Z Pan*, Y Jeong*, X Liu, H Liu arXiv preprint arXiv:2405.13915, 2024 | | 2024 |
Han LiuOrrington Lunt Professor of Computer Science, Statistics and Data Science, Northwestern University在 northwestern.edu 的电子邮件经过验证
