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Maodong Li

3 accepted papers

2026

Simulating Human-Like Counseling: A Path- and Scenario-Guided Framework for Psychological Support Dialogue

AAAI 2026technical

The growing demand for psychological support underscores the lack of high-quality counseling dialogue datasets, particularly in non-English contexts. We propose PGSim, a Path-Guided Simulation framework that mirrors real counseling processes—symptom description, problem identification, cause analysi

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2025

Similar Modality Enhancement and Action Consistency Learning for Weakly Supervised Temporal Action Localization

AAAI 2025technical

Weakly-supervised temporal action localization (WTAL) aims to identify and localize action instances in untrimmed videos using only video-level labels. Existing methods typically rely on original features from frozen pre-trained encoders designed for trimmed action classification (TAC) tasks, which…