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Somang Lee

5 accepted papers

2026

Differentiable Optimization-Based Modular Planning Framework for Pick-And-Place with Regrasp

ICRA 2026poster

Robotic manipulation commonly involves pick-and-place tasks in which regrasp may be necessary for low-dexterity manipulators. Many existing approaches rely on sampling, which becomes inefficient when repeated regrasp is required in high-dimensional configuration spaces. We propose a modular planning…

Cited by 0Scholar
2025

GPU-Accelerated Subsystem-Based ADMM for Large-Scale Interactive Simulation

ICRA 2025

In this paper, we implement the GPU-accelerated subsystem-based Alternating Direction Method of Multipliers (SubADMM) for interactive simulation. The challenging objective for interactive simulations is to deliver realistic results under tight performance, even for large-scale scenarios. We aim to a

Cited by 0SourceScholar
2024

Collision Detection between Smooth Convex Bodies via Riemannian Optimization Framework

IROS 2024poster

Collision detection is a fundamental problem across various fields such as robotics, physical simulation, and computer graphics. While numerous studies have provided efficient solutions, based on the well-known Gilbert, Johnson, and Keerthi (GJK) algorithm and Expanding Polytope Algorithm (EPA), exi…

Cited by 0SourceScholar
2023

Symmetry-Based Modeling and Hybrid Orientation-Force Control of Wearable Cutaneous Haptic Device

IROS 2023poster

We propose novel symmetry-based modeling and hybrid orientation-force control frameworks for cutaneous haptic device (CHD) to generate precise three degree-of-freedom (DoF) contact force on the fingertip robustly against user variability. The CHD hardware is designed in a form of an underactuated ca…

Cited by 2SourceScholar