Publications

2025

1. DE-ESD

   

   DE-ESD: Dual encoder-based entity synonym discovery using pre-trained contextual embeddings

   Subin Huang, Junjie Chen, Chengzhen Yu, Daoyu Li, Qing Zhou, and Sanmin Liu

   Expert Systems with Applications, 2025

   Bib PDF Code

   @article{chen2025deesd,
     title = {DE-ESD: Dual encoder-based entity synonym discovery using pre-trained contextual embeddings},
     journal = {Expert Systems with Applications},
     volume = {276},
     pages = {127102},
     year = {2025},
     issn = {0957-4174},
     doi = {https://doi.org/10.1016/j.eswa.2025.127102},
     url = {https://www.sciencedirect.com/science/article/pii/S0957417425007249},
     author = {Huang, Subin and Chen, Junjie and Yu, Chengzhen and Li, Daoyu and Zhou, Qing and Liu, Sanmin},
     keywords = {Entity synonym set, Entity synonym discovery, Dual encoder, Pre-trained language model, Contextual embedding},
   }

2. TaylorSeer

   

   From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

   Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Junjie Chen, and Linfeng Zhang

   arXiv preprint arXiv:2503.06923, 2025

   arXiv Bib PDF Code

   @article{TaylorSeer2025,
     title = {From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers},
     author = {Liu, Jiacheng and Zou, Chang and Lyu, Yuanhuiyi and Chen, Junjie and Zhang, Linfeng},
     journal = {arXiv preprint arXiv:2503.06923},
     year = {2025},
     url = {https://arxiv.org/abs/2503.06923},
   }

3. SarcasmAnalysis

   

   Seeing Sarcasm Through Different Eyes: Analyzing Multimodal Sarcasm Perception in Large Vision-Language Models

   Junjie Chen, Xuyang Liu, Subin Huang, Linfeng Zhang, and Hang Yu

   arXiv preprint arXiv:2503.12149, 2025

   arXiv Bib PDF Code

   @article{chen2025seeingsarcasmdifferenteyes,
     title = {Seeing Sarcasm Through Different Eyes: Analyzing Multimodal Sarcasm Perception in Large Vision-Language Models},
     author = {Chen, Junjie and Liu, Xuyang and Huang, Subin and Zhang, Linfeng and Yu, Hang},
     year = {2025},
     journal = {arXiv preprint arXiv:2503.12149},
     url = {https://arxiv.org/abs/2503.12149},
   }

2024

1. InterCLIP-MEP

   

   InterCLIP-MEP: Interactive CLIP and Memory-Enhanced Predictor for Multi-modal Sarcasm Detection

   Junjie Chen, Hang Yu, Subin Huang, Sanmin Liu, and Linfeng Zhang

   arXiv preprint arXiv:2406.16464, 2024

   arXiv Bib PDF Code

   @article{chen2024interclipmep,
     title = {InterCLIP-MEP: Interactive CLIP and Memory-Enhanced Predictor for Multi-modal Sarcasm Detection},
     author = {Chen, Junjie and Yu, Hang and Huang, Subin and Liu, Sanmin and Zhang, Linfeng},
     year = {2024},
     journal = {arXiv preprint arXiv:2406.16464},
     url = {https://arxiv.org/abs/2406.16464},
   }