Search Results for author: David Pan

Found 3 papers, 0 papers with code

Rethinking Graph Neural Networks for the Graph Coloring Problem

no code implementations15 Aug 2022 Wei Li, Ruxuan Li, Yuzhe ma, Siu On Chan, David Pan, Bei Yu

Graph coloring, a classical and critical NP-hard problem, is the problem of assigning connected nodes as different colors as possible.

RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL

no code implementations13 Jul 2022 Wei Shi, Hanrui Wang, Jiaqi Gu, Mingjie Liu, David Pan, Song Han, Nan Sun

To address the challenge, we present RobustAnalog, a robust circuit design framework that involves the variation information in the optimization process.

Bayesian Optimization

A Novel Experimental Platform for In-Vessel Multi-Chemical Molecular Communications

no code implementations16 Apr 2017 Nariman Farsad, David Pan, Andrea Goldsmith

This work presents a new multi-chemical experimental platform for molecular communication where the transmitter can release different chemicals.

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