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Shunian Chen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

9

Venues

4

Active years

2024–2026

Best venue rank

A*

Where they publish

Papers

9 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLTowards Fine-grained Audio Captioning with Multimodal Contextual Fusion.Shunian Chen, Xinyuan Xie, Zheshu Chen, Owen Lee, Liyan Zhao, Zhan Su, Qilin Sun, Benyou Wang
2025COLINGLess is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs.Dingjie Song, Wenjun Wang, Shunian Chen, Xidong Wang, Michael X. Guan, Benyou Wang
2025EMNLPBoth Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM.Dingjie Song, Sicheng Lai, Mingxuan Wang, Shunian Chen, Lichao Sun, Benyou Wang
2025EMNLPLongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture.Xidong Wang, Dingjie Song, Shunian Chen, Junying Chen, Zhenyang Cai, Chen Zhang, Lichao Sun, Benyou Wang
2025NAACLMLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria.Wentao Ge, Shunian Chen, Hardy Chen, Nuo Chen, Junying Chen, Zhihong Chen, Wenya Xie, Shuo Yan, ChenghaoZhu ChenghaoZhu, Ziyue Lin, Dingjie Song, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang
2025NAACLHuatuo-26M, a Large-scale Chinese Medical QA Dataset.Xidong Wang, Jianquan Li, Shunian Chen, Yuxuan Zhu, Xiangbo Wu, Zhiyi Zhang, Xiaolong Xu, Junying Chen, Jie Fu, Xiang Wan, Anningzhe Gao, Benyou Wang
2024EMNLPHumans or LLMs as the Judge? A Study on Judgement Bias.Guiming Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang
2024EMNLPTowards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.Junying Chen, Chi Gui, Ruyi Ouyang, Anningzhe Gao, Shunian Chen, Guiming Chen, Xidong Wang, Zhenyang Cai, Ke Ji, Xiang Wan, Benyou Wang
2024EMNLPVLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment.Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu