| Unlocking deep learning: A bp-free approach for parallel block-wise training of neural networks A Cheng, H Ping, Z Wang, X Xiao, C Yin, S Nazarian, M Cheng, P Bogdan ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 14 | 2024 |
| HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL H Ping, S Li, P Zhang, A Cheng, S Duan, N Kanakaris, X Xiao, W Yang, ... ICLAD 2025-2025 IEEE International Conference on LLM-Aided Design, 2025, 2025 | 11 | 2025 |
| MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation A Cheng, C Yin, Y Chang, H Ping, S Li, S Nazarian, P Bogdan arXiv preprint arXiv:2503.10686, 2025 | 4 | 2025 |
| VeriMoA: A Mixture-of-Agents Framework for Spec-to-HDL Generation H Ping, A Bhattacharjee, P Zhang, S Li, W Yang, A Cheng, X Zhang, ... arXiv preprint arXiv:2510.27617, 2025 | 2 | 2025 |
| Exploiting Application-to-Architecture Dependencies for Designing Scalable OS Y Xiao, N Kanakaris, A Cheng, C Yin, NK Ahmed, S Nazarian, A Irimia, ... ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …, 2025 | 2 | 2025 |
| Eigen Neural Network: Unlocking Generalizable Vision with Eigenbasis A Cheng, C Yin, M Cheng, S Duan, S Nazarian, P Bogdan arXiv preprint arXiv:2508.01219, 2025 | 1 | 2025 |
| Neuron-Inspired Leader–Follower Networks for AI with Local Error Signals P Bogdan, A Cheng, C Yin, M Cheng, X Xiao, H Ping, A Irimia, S Nazarian | | 2025 |
| ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization A Cheng, S Duan, S Li, C Yin, M Cheng, H Ping, T Chattopadhyay, ... arXiv preprint arXiv:2511.10971, 2025 | | 2025 |
| MaskAttn-SDXL: Controllable Region-Level Text-To-Image Generation Y Chang, J Chen, A Cheng, P Bogdan arXiv preprint arXiv:2509.15357, 2025 | | 2025 |
| Neuron-Inspired Leader–Follower Networks for AI with Local Error Signals A Cheng, C Yin, M Cheng, X Xiao, H Ping, A Irimia, S Nazarian, P Bogdan | | |
| Enhancing Neural Network Performance with Leader-Follower Architecture and Local Error Signals C Yin, M Cheng, X Xiao, X Chen, A Cheng, S Nazarian, A Irimia, ... | | |
Paul BogdanAssociate Professor, University of Southern CaliforniaVerified email at usc.edu
