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Jingyuan Li

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Jul 2026

OLEDLM: A Unified Language Model for OLED Molecular Design

This work proposes an inverse molecular design framework based on causal language models, and represents the first successful adaptation of LLMs specifically for the OLED domain, bridging the gap between generic molecular generation and the stringent structural requirements of optoelectronic materials.

Fu-Kang Wen, Yu-Chong Tang, Jingyuan Li et al. · 0 citations
Jul 2026

UNIFUSION: Adapting Autoregressive Language Models into Discrete Diffusion under a Unified Reverse-Rate Objective

This work proposes a simple continual pre-training approach for directly adapting pretrained GPT2 checkpoints to uniform-noise diffusion, and establishes connections among SEDD, MDLM/GIDD, M2S, and Neural CTMC by expressing their conditional losses as a single generalized Kullback--Leibler objective over model reverse...

Xiaoyi Jiang, Jingyuan Li, Yi-Xuan Jiang et al. · 0 citations

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