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Shuangchen Zhao

2 accepted papers

2026

Mind-Omni: A Unified Multi-Task Framework for Brain-Vision-Language Modeling via Discrete Diffusion

ICML 2026spotlight

Modeling the interplay between external stimuli and internal neural representations is a pivotal research area for Brain-Computer Interfaces (BCIs). A major limitation of prior work is the prevailing paradigm of specialized, single-task models, which curtails versatility and neglects inter-task syne…

Cited by 0SourceScholar
2025

EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph

ICML 2025poster

Emotion recognition systems face significant challenges in real-world applications, where novel emotion categories continually emerge and multiple emotions often co-occur. This paper introduces multi-label fine-grained class incremental emotion decoding, which aims to develop models capable of incre…