Heng Ping

27 papers A* 3C 2Misc 1Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Auditing Multi-Agent LLM Reasoning Trees Outperforms Majority Vote and LLM-as-Judge.
CoRR
Wei Yang, Shixuan Li, Heng Ping, Peiyu Zhang, Paul Bogdan, Jesse Thomason
2026 J jnl
FITMM: Adaptive Frequency-Aware Multimodal Recommendation via Information-Theoretic Representation Learning.
CoRR
Wei Yang, Rui Zhong, Yiqun Chen, Shixuan Li, Heng Ping, Chi Lu, Peng Jiang
2026 J jnl
Fractional Risk Analysis of Stochastic Systems with Jumps and Memory.
CoRR
Yimeng Sun, Zhuoyuan Wang, Xiaole Zhang, Heng Ping, Jintang Xue, Paul Bogdan, Yorie Nakahira
2026 J jnl
OptiML: An End-to-End Framework for Program Synthesis and CUDA Kernel Optimization.
CoRR
Arijit Bhattacharjee, Heng Ping, Son Vu Le, Paul Bogdan, Nesreen K. Ahmed, Ali Jannesari
2026 J jnl
POET: Power-Oriented Evolutionary Tuning for LLM-Based RTL PPA Optimization.
CoRR
Heng Ping, Peiyu Zhang, Zhenkun Wang, Shixuan Li, Anzhe Cheng, Wei Yang, Paul Bogdan, Shahin Nazarian
2025 J jnl
ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization.
CoRR
Anzhe Cheng, Shukai Duan, Shixuan Li, Chenzhong Yin, Mingxi Cheng, Heng Ping, Tamoghna Chattopadhyay, Sophia I. Thomopoulos, Shahin Nazarian, Paul M. Thompson, Paul Bogdan
2025 A* conf
FITMM: Adaptive Frequency-Aware Multimodal Recommendation via Information-Theoretic Representation Learning.
ACM Multimedia
Wei Yang, Rui Zhong, Yiqun Chen, Shixuan Li, Heng Ping, Chi Lu, Peng Jiang
2025 J jnl
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CoRR
Trung-Kien Nguyen, Heng Ping, Shixuan Li, Peiyu Zhang, Nikos Kanakaris, Nicholas A. Kotov, Paul Bogdan
2025 J jnl
HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL.
CoRR
Heng Ping, Shixuan Li, Peiyu Zhang, Anzhe Cheng, Shukai Duan, Nikos Kanakaris, Xiongye Xiao, Wei Yang, Shahin Nazarian, Andrei Irimia, Paul Bogdan
2025 J jnl
MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation.
CoRR
Anzhe Cheng, Chenzhong Yin, Yu Chang, Heng Ping, Shixuan Li, Shahin Nazarian, Paul Bogdan
2025 — conf
Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class Imbalance.
WWW (Companion Volume)
Nikos Kanakaris, Heng Ping, Xiongye Xiao, Nesreen K. Ahmed, Luca Luceri, Emilio Ferrara, Paul Bogdan
2025 J jnl
Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class Imbalance.
CoRR
Nikos Kanakaris, Heng Ping, Xiongye Xiao, Nesreen K. Ahmed, Luca Luceri, Emilio Ferrara, Paul Bogdan
2025 A* conf
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models.
ICLR
Xiongye Xiao, Heng Ping, Chenyu Zhou, Defu Cao, Yaxing Li, Yizhuo Zhou, Shixuan Li, Nikos Kanakaris, Paul Bogdan
2025 — conf
Optimized Trajectory Planning and Kalman Filter-Enhanced INDI Motion Control for Spherical Robots.
ROBIO
Pengyang Fu, Heng Ping, Xiaoqing Guan, You Wang, Guang Li
2025 — conf
REN: A Reconfigurable End-To-end NeuroSLAM Hardware Accelerator for Micro Mobile Robots.
AICAS
Zixuan Shen, Jian Xiao, Heng Ping, Yuhao Mei, Bowen Shi, Zhengzhe Wei, Boyi Dong, Xinglong Ji, Yuanjin Zheng, Chao Wang
2025 J jnl
VeriMoA: A Mixture-of-Agents Framework for Spec-to-HDL Generation.
CoRR
Heng Ping, Arijit Bhattacharjee, Peiyu Zhang, Shixuan Li, Wei Yang, Anzhe Cheng, Xiaole Zhang, Jesse Thomason, Ali Jannesari, Nesreen Ahmed, Paul Bogdan
2024 A* conf
A Structure-Aware Framework for Learning Device Placements on Computation Graphs.
NeurIPS
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
2024 J jnl
A structure-aware framework for learning device placements on computation graphs.
CoRR
Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Peiyu Zhang, Panagiotis Kyriakis, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Shahin Nazarian, Theodore L. Willke, Paul Bogdan
2024 — conf
An Energy-efficient and Dual-mode AI Accelerator for Wearable Lung Sound Monitoring.
BioCAS
Keyi Yang, Bingqiang Liu, Zirui Huang, Heng Ping, Ziyuan Wen, Zixuan Shen, Chengjun Huang, Chao Wang
2024 J jnl
Exploring Neuron Interactions and Emergence in LLMs: From the Multifractal Analysis Perspective.
CoRR
Xiongye Xiao, Chenyu Zhou, Heng Ping, Defu Cao, Yaxing Li, Yizhuo Zhou, Shixuan Li, Paul Bogdan
2024 J jnl
The effect of self-efficacy and pair programming experience in learning results of introductory programming courses.
CoRR
Yifan Mei, Heng Ping, Mingren Shen
2024 Misc conf
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks.
ICASSP
Anzhe Cheng, Heng Ping, Zhenkun Wang, Xiongye Xiao, Chenzhong Yin, Shahin Nazarian, Mingxi Cheng, Paul Bogdan
2023 J jnl
Leveraging Reinforcement Learning and Large Language Models for Code Optimization.
CoRR
Shukai Duan, Nikos Kanakaris, Xiongye Xiao, Heng Ping, Chenyu Zhou, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan
2023 J jnl
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks.
CoRR
Anzhe Cheng, Zhenkun Wang, Chenzhong Yin, Mingxi Cheng, Heng Ping, Xiongye Xiao, Shahin Nazarian, Paul Bogdan
2022 C conf
Energy-Efficient Intelligent Pulmonary Auscultation for Post COVID-19 Era Wearable Monitoring Enabled by Two-Stage Hybrid Neural Network.
ISCAS
Bingqiang Liu, Ziyuan Wen, Hongling Zhu, Jinsheng Lai, Jiajun Wu, Heng Ping, Wenqing Liu, Guoyi Yu, Jianmin Zhang, Zuozhu Liu, Hesong Zeng, Chao Wang
2021 J jnl
Multi-Head Attention Based Popularity Prediction Caching in Social Content-Centric Networking With Mobile Edge Computing.
IEEE Commun. Lett.
Jie Liang, Dali Zhu, Haitao Liu, Heng Ping, Ting Li, Hangsheng Zhang, Liru Geng, Yinlong Liu
2020 C conf
A Novel Caching Strategy in Social Content-Centric Networking with Mobile Edge Computing.
ISCC
Dali Zhu, Jie Liang, Haitao Liu, Heng Ping, Ting Li, Hangsheng Zhang, Liru Geng, Yinlong Liu