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Jingwen Cheng

3 accepted papers

2025

REALM: A Dataset of Real-World LLM Use Cases

ACL 2025finding

Large Language Models (LLMs), such as the GPT series, have driven significant industrial applications, leading to economic and societal transformations. However, a comprehensive understanding of their real-world applications remains limited.To address this, we introduce **REALM**, a dataset of over…

2025

Sparse Diffusion Autoencoder for Test-time Adapting Prediction of Complex Systems

NeurIPS 2025poster

Predicting the behavior of complex systems is critical in many scientific and engineering domains, and hinges on the model’s ability to capture their underlying dynamics. Existing methods encode the intrinsic dynamics of high-dimensional observations through latent representations and predict autore…

Cited by 0SourceScholar
2024

ArrayBot: Reinforcement Learning for Generalizable Distributed Manipulation through Touch

ICRA 2024poster

We present ArrayBot, a distributed manipulation system consisting of a 16 × 16 array of vertically sliding pillars integrated with tactile sensors. Functionally, ArrayBot is designed to simultaneously support, perceive, and manipulate the tabletop objects. Towards generalizable distributed manipulat…

Cited by 14SourceScholar