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Junyou Zhu

3 accepted papers

2026

Predicting Dynamic Stability Landscapes in Synchronization Networks

ICML 2026poster

The robustness of synchronization is a central theme of the study of dynamical systems on networks. Typically one attempts to define a single stability index that characterizes the robustness of individual nodes to a class of perturbations. The dependence of a stability index on topology and system …

Cited by 0SourceScholar
2025

MiniVLN: Efficient Vision-and-Language Navigation by Progressive Knowledge Distillation

ICRA 2025

In recent years, Embodied Artificial Intelligence (Embodied AI) has advanced rapidly, yet the increasing size of models conflicts with the limited computational capabilities of Embodied AI platforms. To address this challenge, we aim to achieve both high model performance and practical deployability

Cited by 5SourceScholar
2025

SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning

ICML 2025poster

Diffusion probabilistic models (DPMs) have recently demonstrated impressive generative capabilities. There is emerging evidence that their sample reconstruction ability can yield meaningful representations for recognition tasks. In this paper, we demonstrate that the objectives underlying generation…

Cited by 0SourcePDFScholar