About me

I am currently pursuing my PhD at the Gaoling School of Artificial Intelligence, Renmin University of China. My supervisor is Prof. Zhicheng Dou, and I am expected to graduate in 2026.
I am also a visiting scholar at the Language Technologies Institute, Carnegie Mellon University, where I am working with Prof. Chenyan Xiong
I earned my bachelor’s degree (2021) from Shandong University.
Research interests
- Retrieval-augmented generation
- Large language models for next generation IR
- Multi-modal Generation

Recent Works

2025.4: We submit a NeurIPS 2025 Competition Proposal: MMU-RAG: Massive Multi-Modal User-Centric Retrieval Augmented Generation Benchmark, which is accomplished through the collaboration between CMU LTI and Amazon AGI teams.
2024.12: We publish a new benchmark OmniEval, which omnidirectionally and automatically evaluates RAG systems in the financial domain! See more details.

CVPR 2025 Omnigen: Unified image generation, Shitao Xiao, Yueze Wang, Junjie Zhou, Huaying Yuan, Xingrun Xing, Ruiran Yan, Chaofan Li, Shuting Wang, Tiejun Huang, Zheng Liu
arXiv 2025 Harness Local Rewards for Global Benefits: Effective Text-to-Video Generation Alignment with Patch-level Reward Models Shuting Wang, Haihong Tang, Zhicheng Dou, Chenyan Xiong
COLING 2025 RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation, Shuting Wang, Xin Yu, Mang Wang, Weipeng Chen, Yutao Zhu, and Zhicheng Dou.
COLING 2025 FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation, Huaying Yuan, Ziliang Zhao, Shuting Wang, Shitao Xiao, Minheng Ni, Zheng Liu, Zhicheng Dou.
KDD 2025 Embedding Prior Task-specific Knowledge into Language Models for Context-aware Document Ranking, Shuting Wang, Yutao Zhu, and Zhicheng Dou.

arXiv 2024 OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain, Shuting Wang, Jiejun Tan, Zhicheng Dou, Ji-Rong Wen
TKDE PRADA: Pre-train Ranking Models with Diverse Relevance Signals Mined from Search Logs, Shuting Wang, Zhicheng Dou, Kexiang Wang, Dehong Ma, Jun Fan, Daiting Shi, Zhicong Cheng, Simiu Gu, Dawei Yin, Ji-Rong Wen.
arXiv 2024 LLMs+ Persona-Plug= Personalized LLMs, Jiongnan Liu, Yutao Zhu, Shuting Wang, Xiaochi Wei, Erxue Min, Yu Lu, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
arXiv2024 DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation, Shuting Wang, Jiongnan Liu, Shiren Song, Jiehan Cheng, Yuqi Fu, Peidong Guo, Kun Fang, Yutao Zhu, Zhicheng Dou
TOIS 2024 Personalized and Diversified: Ranking Search Results in an Integrated Way Shuting Wang, Zhicheng Dou, Jiongnan Liu, Qiannan Zhu, Ji-Rong Wen

arXiv 2023 Large language models for information retrieval: A survey, Yutao Zhu, Huaying Yuan, Shuting Wang, Jiongnan Liu, Wenhan Liu, Chenlong Deng, Haonan Chen, Zheng Liu, Zhicheng Dou, Ji-Rong Wen
WWW 2023 Incorporating explicit subtopics in personalized search, Shuting Wang, Zhicheng Dou, Jing Yao, Yujia Zhou, Ji-Rong Wen
WSDM 2023 Heterogeneous graph-based context-aware document ranking, Shuting Wang, Zhicheng Dou, Yutao Zhu