Yiwei Liu | 刘益伟

I am an independent scholar, working in ByteDance as a Multimodal LLMs Researcher. Before this, I received my B.S. degree from College of Software Engineering, Sichuan University in 2025, supervised by Prof. Lin Shao (邵林) at National University of Singapore.

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I'm looking for Ph.D. program opportunities on 26spring or 26fall. If you are interested in collaborating, just feel free to contact me.

Research (* denotes equal contribution)

I'm interested in Computer Vision, Embodied AI, and Fintech.

GUI-ReWalk is a multi-stage framework for GUI trajectory synthesis mimicking human-computer interaction based on stochastic exploration and goal-aware reasoning.

Bi-Adapt integrates category-specific object features, task-level manipulation goals, and a few-shot adaptation strategy based on contact point selection to enable bi-manual manipulation.

Manual2Skill enables robots to autonomously perform complex assembly tasks in real-life guided by high-level manual instructions.

MetaFold employs language-guided point cloud trajectories for task planning and a foundation model for action prediction, enabling better generalization across garments and instructions.

We propose a novel framework based on PLMs and LLMs, which systematically integrates firm-specific micro-level sentiment, industry-specific meso-level sentiment, and duration-aware smoothing to model the latency and persistence of textual impact.

We propose an ensemble learning paradigm, Streaming, to enhance end-slice accuracy while maintaining near-SOTA DSC performance on cardiac MRI datasets.

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