Shunian Chen

According to our database, Shunian Chen authored at least 26 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Do Phone-Use Agents Respect Your Privacy?

Zhengyang Tang, Ke Ji, Xidong Wang, Zihan Ye, Xinyuan Wang, Yiduo Guo, Ziniu Li, Chenxin Li, Jingyuan Hu, Shunian Chen, Tongxu Luo, Jiaxi Bi, Zeyu Qin, Shaobo Wang, Xin Lai, Pengyuan Lyu, Junyi Li, Can Xu, Chengquan Zhang, Han Hu, Ming Yan, Benyou Wang

CoRR, April, 2026

EvA: An Evidence-First Audio Understanding Paradigm for LALMs.

Xinyuan Xie, Shunian Chen, Zhiheng Liu, Yuhao Zhang, Zhiqiang Lv, Liyin Liang, Benyou Wang

CoRR, March, 2026

From Lossy to Verified: A Provenance-Aware Tiered Memory for Agents.

Qiming Zhu, Shunian Chen, Rui Yu, Zhehao Wu, Benyou Wang

CoRR, February, 2026

2025

TalkVid: A Large-Scale Diversified Dataset for Audio-Driven Talking Head Synthesis.

Shunian Chen, Hejin Huang, Yexin Liu, Zihan Ye, Pengcheng Chen, Chenghao Zhu, Michael Guan, Rongsheng Wang, Junying Chen, Guanbin Li, Ser-Nam Lim, Harry Yang, Benyou Wang

CoRR, August, 2025

MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos.

Rongsheng Wang, Junying Chen, Ke Ji, Zhenyang Cai, Shunian Chen, Yunjin Yang, Benyou Wang

CoRR, July, 2025

ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation.

Junying Chen, Zhenyang Cai, Pengcheng Chen, Shunian Chen, Ke Ji, Xidong Wang, Yunjin Yang, Benyou Wang

CoRR, June, 2025

FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion.

Shunian Chen, Xinyuan Xie, Zheshu Chen, Liyan Zhao, Owen Lee, Zhan Su, Qilin Sun, Benyou Wang

CoRR, June, 2025

Huatuo-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

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

MLLM-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

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

LongLLaVA: 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Both 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Less 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

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement.

Yuhao Du, Shunian Chen, Wenbo Zan, Peizhao Li, Mingxuan Wang, Dingjie Song, Bo Li, Yan Hu, Benyou Wang

CoRR, 2024

Both Text and Images Leaked! A Systematic Analysis of Multimodal LLM Data Contamination.

Dingjie Song, Sicheng Lai, Shunian Chen, Lichao Sun, Benyou Wang

CoRR, 2024

LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture.

Xidong Wang, Dingjie Song, Shunian Chen, Chen Zhang, Benyou Wang

CoRR, 2024

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications.

Qianqian Xie, Dong Li, Mengxi Xiao, Zihao Jiang, Ruoyu Xiang, Xiao Zhang, Zhengyu Chen, Yueru He, Weiguang Han, Yuzhe Yang, Shunian Chen, Yifei Zhang, Lihang Shen, Daniel S. Kim, Zhiwei Liu, Zheheng Luo, Yangyang Yu, Yupeng Cao, Zhiyang Deng, Zhiyuan Yao, Haohang Li, Duanyu Feng, Yongfu Dai, VijayaSai Somasundaram, Peng Lu, Yilun Zhao, Yitao Long, Guojun Xiong, Kaleb E. Smith, Honghai Yu, Yanzhao Lai, Min Peng, Jianyun Nie, Jordan W. Suchow, Xiao-Yang Liu, Benyou Wang, Alejandro Lopez-Lira, Jimin Huang, Sophia Ananiadou

CoRR, 2024

HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.

Junying Chen, Ruyi Ouyang, Anningzhe Gao, Shunian Chen, Guiming Hardy Chen, Xidong Wang, Ruifei Zhang, Zhenyang Cai, Ke Ji, Guangjun Yu, Xiang Wan, Benyou Wang

CoRR, 2024

MileBench: Benchmarking MLLMs in Long Context.

Dingjie Song, Shunian Chen, Guiming Hardy Chen, Fei Yu, Xiang Wan, Benyou Wang

CoRR, 2024

ALLaVA: Harnessing GPT4V-synthesized Data for A Lite Vision-Language Model.

Guiming Hardy Chen, Shunian Chen, Ruifei Zhang, Junying Chen, Xiangbo Wu, Zhiyi Zhang, Zhihong Chen, Jianquan Li, Xiang Wan, Benyou Wang

CoRR, 2024

Humans or LLMs as the Judge? A Study on Judgement Biases.

Guiming Hardy Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang

CoRR, 2024

VLFeedback: 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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Towards 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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Humans or LLMs as the Judge? A Study on Judgement Bias.

Guiming Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Silkie: Preference Distillation for Large Visual Language Models.

Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong

CoRR, 2023

MLLM-Bench, Evaluating Multi-modal LLMs using GPT-4V.

Wentao Ge, Shunian Chen, Guiming Chen, Junying Chen, Zhihong Chen, Shuo Yan, Chenghao Zhu, Ziyue Lin, Wenya Xie, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang

CoRR, 2023

HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs.

Junying Chen, Xidong Wang, Anningzhe Gao, Feng Jiang, Shunian Chen, Hongbo Zhang, Dingjie Song, Wenya Xie, Chuyi Kong, Jianquan Li, Xiang Wan, Haizhou Li, Benyou Wang

CoRR, 2023