Huiling Li — accepted AI-conference papers

2025

Gradient-Guided Credit Assignment and Joint Optimization for Dependency-Aware Spatial Crowdsourcing

Yafei Li, Wei Chen, Jinxing Yan, Huiling Li, Lei Gao, Mingliang Xu

AAAI 2025technical

Dependency-aware spatial crowdsourcing (DASC) addresses the unique challenges posed by subtask dependencies in spatial task assignment. This paper investigates the task assignment problem in DASC and proposes a two-stage Recommend and Match Optimization (RMO) framework, leveraging multi-agent reinfo…

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2025

Multimodal ARMAX Model for Characterization of Human Body System

Huiling Li, Qian He, Zhao Jin

ICASSP 2025accepted

Viewing the holistic human body as a linear time-invariant (LTI) system and fusing multimodal physiological signals to understand the physical state by borrowing the idea from systems medicine (SM), we propose a multimodal autoregressive moving average with exogenous terms (MARMAX) model to characte…

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