3 papers
cs.AI2026
PolymerGPT: Multi-property Optimization with a Decoder-Based GPT Model for Generative Polymer Design
Charlie Pyle, Adarsh Gadari, C. Adrian Figg +3
Polymer property prediction and inverse generative design targeting desired properties are two crucial tasks in machine learning-assisted polymer design. While the former has recei…
cs.DS2026
Sublinear Edge Fault Tolerant Spanners for Hypergraphs
Jialin He, Nicholas Popescu, Chunjiang Zhu
We initiate the study on fault-tolerant spanners in hypergraphs and develop fast algorithms for their constructions. A fault-tolerant (FT) spanner preserves approximate distances u…
cs.DS2024
A Simple, Nearly-Optimal Algorithm for Differentially Private All-Pairs Shortest Distances
Jesse Campbell, Chunjiang Zhu
The all-pairs shortest distances (APSD) with differential privacy (DP) problem takes as input an undirected, weighted graph and outputs a private estimate o…