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Anna Wang

3 accepted papers

2026

MergeDNA: Context-Aware Genome Modeling with Dynamic Tokenization Through Token Merging

AAAI 2026technical

Modeling genomic sequences faces two unsolved challenges: the information density varies widely across different regions, while there is no clearly defined minimum vocabulary unit. Relying on either four primitive bases or independently designed DNA tokenizers, existing approaches with naive masked

Cited by 0SourcePDFScholar
2026

Towards Vision-Spatiotemporal Fusion in Traffic Forecasting: A Survey on Cross-Modal Alignment

IJCAI 2026

Traffic forecasting is evolving, with world models emerging as a powerful framework applicable to tasks such as core state, trajectory, event, and demand forecasting. These tasks involve both visual and spatiotemporal data, yet most existing methods treat them separately, hindering a unified underst

Cited by 0Scholar
2020

TLPG-Tracker: Joint Learning of Target Localization and Proposal Generation for Visual Tracking

IJCAI 2020poster

Target localization and proposal generation are two essential subtasks in generic visual tracking, and it is a challenge to address both the two efficiently. In this paper, we propose an efficient two-stage architecture which makes full use of the complementarity of two subtasks to achieve robust lo…

Cited by 0SourcePDFScholar