Heng Ping

3 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

CVPR (1) ICLR (1) NeurIPS (1)

Top co-authors

Paul Bogdan (3) Shixuan Li (2) Nikos Kanakaris (2) Shukai Duan (2) Xiongye Xiao (2) Shahin Nazarian (2) Defu Cao (1) Sophia I. Thomopoulos (1) Peiyu Zhang (1) Yi-Zhuo Zhou (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Core Methods (2) Optimization & Theory (2) Computer Science (1) Reinforcement Learning (1) Architectures (1) Foundations (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

representation learning (1) reinforcement learning (1) policy optimization (1) neural network optimization (1) network analysis (1) mixture of expert (1) image-text retrieval (1) expert routing (1) directed acyclic graph (1) computation graph (1) device placement (1) neural network compilation (1) load balancing (1) large language model (1) graph neural network (1) emergent ability (1) brain age prediction (1) multifractal analysis (1) neuron dynamics (1)

Papers

ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization CVPR 2026 Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models ICLR 2025 A Structure-Aware Framework for Learning Device Placements on Computation Graphs NeurIPS 2024