| Leveraging reinforcement learning and large language models for code optimization S Duan, N Kanakaris, X Xiao, H Ping, C Zhou, NK Ahmed, G Ma, ... arXiv preprint arXiv:2312.05657, 2023 | 17 | 2023 |
| 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 |
| Deep learning to quantify the pace of brain aging in relation to neurocognitive changes C Yin, P Imms, NF Chowdhury, NN Chaudhari, H Ping, H Wang, ... Proceedings of the National Academy of Sciences 122 (10), e2413442122, 2025 | 12 | 2025 |
| A structure-aware framework for learning device placements on computation graphs S Duan, H Ping, N Kanakaris, X Xiao, P Kyriakis, NK Ahmed, P Zhang, ... Advances in Neural Information Processing Systems (NeurIPS 2024) 37, 81748-81772, 2024 | 12 | 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, ... arXiv preprint arXiv:2503.16528, 2025 | 11 | 2025 |
| Neuron-based multifractal analysis of neuron interaction dynamics in large models X Xiao, H Ping, C Zhou, D Cao, Y Li, YZ Zhou, S Li, N Kanakaris, ... The Fourteenth International Conference on Learning Representations (ICLR 2025), 2024 | 10* | 2024 |
| Energy-efficient intelligent pulmonary auscultation for post COVID-19 era wearable monitoring enabled by two-stage hybrid neural network B Liu, Z Wen, H Zhu, J Lai, J Wu, H Ping, W Liu, G Yu, J Zhang, Z Liu, ... 2022 IEEE international symposium on circuits and systems (ISCAS), 2220-2224, 2022 | 6 | 2022 |
| 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 |
| Spiking dynamics of individual neurons reflect changes in the structure and function of neuronal networks R Yang, H Ping, X Xiao, R Kiani, P Bogdan Nature Communications 16 (1), 6994, 2025 | 1 | 2025 |
| Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class Imbalance N Kanakaris, H Ping, X Xiao, NK Ahmed, L Luceri, E Ferrara, P Bogdan Companion Proceedings of the ACM on Web Conference 2025 (WWW), 2651-2660, 2025 | 1 | 2025 |
| Toward Evolutionary Intelligence: LLM-based Agentic Systems with Multi-Agent Reinforcement Learning W Yang, M Weng, J Pang, D Cao, H Ping, P Zhang, S Li, Y Zhao, Q Yang, ... Available at SSRN 5819182, 2025 | 1 | 2025 |
| An Energy-efficient and Dual-mode AI Accelerator for Wearable Lung Sound Monitoring K Yang, B Liu, Z Huang, H Ping, Z Wen, Z Shen, C Huang, C Wang 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2024 | 1 | 2024 |
| 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 |
| MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction Z Zhang, H Ping, P Zhang, N Kanakaris, X LU, P Bogdan, X Xiao The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025 | | 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 |
| FITMM: Adaptive Frequency-Aware Multimodal Recommendation via Information-Theoretic Representation Learning W Yang, R Zhong, Y Chen, S Li, H Ping, C Lu, P Jiang Proceedings of the 33rd ACM International Conference on Multimedia, 6193-6202, 2025 | | 2025 |
| HGFM: Towards unifying Homogeneity and Heterogeneity on Text-Attributed Graphs TK Nguyen, H Ping, S Li, P Zhang, N Kanakaris, N Kotov, P Bogdan arXiv preprint arXiv:2506.08298, 2025 | | 2025 |
Paul BogdanAssociate Professor, University of Southern CaliforniaVerified email at usc.edu
