Heng Ping

According to our database, Heng Ping authored at least 25 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

COEVO: Co-Evolutionary Framework for Joint Functional Correctness and PPA Optimization in LLM-Based RTL Generation.

Heng Ping, Peiyu Zhang, Shixuan Li, Wei Yang, Anzhe Cheng, Shukai Duan, Xiaole Zhang, Paul Bogdan

CoRR, April, 2026

Fractional Risk Analysis of Stochastic Systems with Jumps and Memory.

Yimeng Sun, Zhuoyuan Wang, Xiaole Zhang, Heng Ping, Jintang Xue, Paul Bogdan, Yorie Nakahira

CoRR, March, 2026

POET: Power-Oriented Evolutionary Tuning for LLM-Based RTL PPA Optimization.

Heng Ping, Peiyu Zhang, Zhenkun Wang, Shixuan Li, Anzhe Cheng, Wei Yang, Paul Bogdan, Shahin Nazarian

CoRR, March, 2026

OptiML: An End-to-End Framework for Program Synthesis and CUDA Kernel Optimization.

Arijit Bhattacharjee, Heng Ping, Son Vu Le, Paul Bogdan, Nesreen K. Ahmed, Ali Jannesari

CoRR, February, 2026

Auditing Multi-Agent LLM Reasoning Trees Outperforms Majority Vote and LLM-as-Judge.

Wei Yang, Shixuan Li, Heng Ping, Peiyu Zhang, Paul Bogdan, Jesse Thomason

CoRR, February, 2026

FITMM: Adaptive Frequency-Aware Multimodal Recommendation via Information-Theoretic Representation Learning.

Wei Yang, Rui Zhong, Yiqun Chen, Shixuan Li, Heng Ping, Chi Lu, Peng Jiang

CoRR, January, 2026

2025

ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization.

Anzhe Cheng, Shukai Duan, Shixuan Li, Chenzhong Yin, Mingxi Cheng, Heng Ping, Tamoghna Chattopadhyay, Sophia I. Thomopoulos, Shahin Nazarian, Paul M. Thompson, Paul Bogdan

CoRR, November, 2025

VeriMoA: A Mixture-of-Agents Framework for Spec-to-HDL Generation.

Heng Ping, Arijit Bhattacharjee, Peiyu Zhang, Shixuan Li, Wei Yang, Anzhe Cheng, Xiaole Zhang, Jesse Thomason, Ali Jannesari, Nesreen Ahmed, Paul Bogdan

CoRR, October, 2025

H²GFM: Towards unifying Homogeneity and Heterogeneity on Text-Attributed Graphs.

Trung-Kien Nguyen, Heng Ping, Shixuan Li, Peiyu Zhang, Nikos Kanakaris, Nicholas A. Kotov, Paul Bogdan

CoRR, June, 2025

HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL.

Heng Ping, Shixuan Li, Peiyu Zhang, Anzhe Cheng, Shukai Duan, Nikos Kanakaris, Xiongye Xiao, Wei Yang, Shahin Nazarian, Andrei Irimia, Paul Bogdan

CoRR, March, 2025

MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation.

Anzhe Cheng, Chenzhong Yin, Yu Chang, Heng Ping, Shixuan Li, Shahin Nazarian, Paul Bogdan

CoRR, March, 2025

Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class Imbalance.

Nikos Kanakaris, Heng Ping, Xiongye Xiao, Nesreen K. Ahmed, Luca Luceri, Emilio Ferrara, Paul Bogdan

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Optimized Trajectory Planning and Kalman Filter-Enhanced INDI Motion Control for Spherical Robots.

Pengyang Fu, Heng Ping, Xiaoqing Guan, You Wang, Guang Li

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2025

FITMM: Adaptive Frequency-Aware Multimodal Recommendation via Information-Theoretic Representation Learning.

Wei Yang, Rui Zhong, Yiqun Chen, Shixuan Li, Heng Ping, Chi Lu, Peng Jiang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models.

Xiongye Xiao, Heng Ping, Chenyu Zhou, Defu Cao, Yaxing Li, Yizhuo Zhou, Shixuan Li, Nikos Kanakaris, Paul Bogdan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

REN: A Reconfigurable End-To-end NeuroSLAM Hardware Accelerator for Micro Mobile Robots.

Zixuan Shen, Jian Xiao, Heng Ping, Yuhao Mei, Bowen Shi, Zhengzhe Wei, Boyi Dong, Xinglong Ji, Yuanjin Zheng, Chao Wang

Proceedings of the 7th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2025

2024

The effect of self-efficacy and pair programming experience in learning results of introductory programming courses.

Yifan Mei, Heng Ping, Mingren Shen

CoRR, 2024

Exploring Neuron Interactions and Emergence in LLMs: From the Multifractal Analysis Perspective.

Xiongye Xiao, Chenyu Zhou, Heng Ping, Defu Cao, Yaxing Li, Yizhuo Zhou, Shixuan Li, Paul Bogdan

CoRR, 2024

A Structure-Aware Framework for Learning Device Placements on Computation Graphs.

Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Panagiotis Kyriakis, Nesreen K. Ahmed, Peiyu Zhang, Guixiang Ma, Mihai Capota, Shahin Nazarian, Theodore L. Willke, Paul Bogdan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks.

Anzhe Cheng, Heng Ping, Zhenkun Wang, Xiongye Xiao, Chenzhong Yin, Shahin Nazarian, Mingxi Cheng, Paul Bogdan

Proceedings of the IEEE International Conference on Acoustics, 2024

An Energy-efficient and Dual-mode AI Accelerator for Wearable Lung Sound Monitoring.

Keyi Yang, Bingqiang Liu, Zirui Huang, Heng Ping, Ziyuan Wen, Zixuan Shen, Chengjun Huang, Chao Wang

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024

2023

Leveraging Reinforcement Learning and Large Language Models for Code Optimization.

Shukai Duan, Nikos Kanakaris, Xiongye Xiao, Heng Ping, Chenyu Zhou, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan

CoRR, 2023

2022

Energy-Efficient Intelligent Pulmonary Auscultation for Post COVID-19 Era Wearable Monitoring Enabled by Two-Stage Hybrid Neural Network.

Bingqiang Liu, Ziyuan Wen, Hongling Zhu, Jinsheng Lai, Jiajun Wu, Heng Ping, Wenqing Liu, Guoyi Yu, Jianmin Zhang, Zuozhu Liu, Hesong Zeng, Chao Wang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021

Multi-Head Attention Based Popularity Prediction Caching in Social Content-Centric Networking With Mobile Edge Computing.

Jie Liang, Dali Zhu, Haitao Liu, Heng Ping, Ting Li, Hangsheng Zhang, Liru Geng, Yinlong Liu

IEEE Commun. Lett., 2021

2020

A Novel Caching Strategy in Social Content-Centric Networking with Mobile Edge Computing.

Dali Zhu, Jie Liang, Haitao Liu, Heng Ping, Ting Li, Hangsheng Zhang, Liru Geng, Yinlong Liu

Proceedings of the IEEE Symposium on Computers and Communications, 2020