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Xueyi Zhou

5 accepted papers

2026

EdgeMTSC: A Lightweight Large-Kernel ConvNet for Multivariate Time Series Classification

AAAI 2026technical

In large-scale sensor networks, Multivariate Time Series Classification (MTSC) is a pivotal task for identifying events dependent on longitudinal data at the edge. However, existing methods focus on neither the inherent ability of convolutional networks to perceive subsequence features, nor the prol

Cited by 0SourcePDFScholar
2025

“Where Does This Strange Smell Come from?”: Enabling Conversational Interfaces for Artificial Olfaction

EMNLP 2025

Existing Artificial Olfaction (AO) primarily serves two tasks: Odor Classification (OC) and Odor Source Localization (OSL). Both tasks w.r.t. indoor event detection scenarios are studied either using a single electronic nose (e-nose) mounted on the ceiling or mobile robot(s) equipped with e-noses. H

2024

Towards Category Unification of 3D Single Object Tracking on Point Clouds

ICLR 2024poster

Category-specific models are provenly valuable methods in 3D single object tracking (SOT) regardless of Siamese or motion-centric paradigms. However, such over-specialized model designs incur redundant parameters, thus limiting the broader applicability of 3D SOT task. This paper first introduces un…

Cited by 12SourcePDFScholar