| 2026 | AAAI | Simulating Dispute Mediation with LLM-Based Agents for Legal Research. | Junjie Chen, Haitao Li, Minghao Qin, Yujia Zhou, Yanxue Ren, Wuyue Wang, Yiqun Liu, Yueyue Wu, Qingyao Ai |
| 2026 | AAAI | Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation. | Junjie Chen, Weihang Su, Zhumin Chu, Haitao Li, Yujia Zhou, Dingbo Yuan, Xudong Wang, Jun Zhou, Yiqun Liu, Min Zhang, Shaoping Ma, Qingyao Ai |
| 2026 | AAAI | Investigating Prosocial Behavior Theory in LLM Agents Under Policy-Induced Inequities. | Yujia Zhou, Hexi Wang, Qingyao Ai, Zhen Wu, Yiqun Liu |
| 2026 | ACL | TwinVoice: A Multi-dimensional Benchmark Towards Digital Twins via LLM Persona Simulation. | Bangde Du, Minghao Guo, Songming He, Ziyi Ye, Xi Zhu, Weihang Su, Shuqi Zhu, Yujia Zhou, Yongfeng Zhang, Qingyao Ai, Yiqun Liu |
| 2026 | ACL | Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs. | Xuancheng Li, Haitao Li, Yujia Zhou, Yiqun Liu, Qingyao Ai |
| 2026 | ACL | Chinese Court Simulation with LLM-Based Agents System. | Kaiyuan Zhang, Jiaqi Li, Yueyue Wu, Haitao Li, Cheng Luo, Shaokun Zou, Yujia Zhou, Weihang Su, Yiqun Liu, Qingyao Ai |
| 2026 | WWW | Generalized Pseudo-Relevance Feedback. | Yiteng Tu, Weihang Su, Yujia Zhou, Yiqun Liu, Fen Lin, Qin Liu, Qingyao Ai |
| 2026 | WSDM | Unsupervised Dense Retrieval with Conterfactual Contrastive Learning. | Haitian Chen, Qingyao Ai, Yujia Zhou, Xiao Wang, Yiqun Liu, Fen Lin, Qin Liu |
| 2025 | ACL | CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges. | Haitao Li, Junjie Chen, Qingyao Ai, Zhumin Chu, Yujia Zhou, Qian Dong, Yiqun Liu |
| 2025 | ACL | RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation. | Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yongkang Wu, Zhonghua Li, Ye Qi, Zhicheng Dou |
| 2025 | ACL | Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing. | Changyue Wang, Weihang Su, Qingyao Ai, Yujia Zhou, Yiqun Liu |
| 2025 | COLING | How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA. | Yujia Zhou, Zheng Liu, Zhicheng Dou |
| 2025 | EMNLP | SimVBG: Simulating Individual Values by Backstory Generation. | Bangde Du, Ziyi Ye, Zhijing Wu, Monika Jankowska, Shuqi Zhu, Qingyao Ai, Yujia Zhou, Yiqun Liu |
| 2025 | EMNLP | Search-o1: Agentic Search-Enhanced Large Reasoning Models. | Xiaoxi Li, Guanting Dong, Jiajie Jin, Yuyao Zhang, Yujia Zhou, Yutao Zhu, Peitian Zhang, Zhicheng Dou |
| 2025 | EMNLP | Augmenting Multi-Agent Communication with State Delta Trajectory. | Yichen Tang, Weihang Su, Yujia Zhou, Yiqun Liu, Min Zhang, Shaoping Ma, Qingyao Ai |
| 2025 | ICLR | Learning LLM-as-a-Judge for Preference Alignment. | Ziyi Ye, Xiangsheng Li, Qiuchi Li, Qingyao Ai, Yujia Zhou, Wei Shen, Dong Yan, Yiqun Liu |
| 2025 | KDD | Tackling the Length Barrier: Dynamic Context Browsing for Knowledge-Intensive Task. | Hongjin Qian, Zheng Liu, Peitian Zhang, Kelong Mao, Yujia Zhou, Xu Chen, Zhicheng Dou |
| 2025 | SIGIR | The 1 | Yujia Zhou, Wei Ji, Xuri Ge, Qingyao Ai, Joemon M. Jose, Yiqun Liu |
| 2025 | SIGIR | Parametric Retrieval Augmented Generation. | Weihang Su, Yichen Tang, Qingyao Ai, Junxi Yan, Changyue Wang, Hongning Wang, Ziyi Ye, Yujia Zhou, Yiqun Liu |
| 2025 | SIGIR | Robust Fine-tuning for Retrieval Augmented Generation against Retrieval Defects. | Yiteng Tu, Weihang Su, Yujia Zhou, Yiqun Liu, Qingyao Ai |
| 2025 | SIGIR | Brain Image Reconstruction with Retrieval-Augmented Diffusion. | Shuqi Zhu, Ziyi Ye, Yi Zhong, Qingyao Ai, Yujia Zhou, Yiqun Liu |
| 2024 | AAAI | UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models. | Xiaoxi Li, Yujia Zhou, Zhicheng Dou |
| 2024 | ACL | An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements. | Chenlong Deng, Zhicheng Dou, Yujia Zhou, Peitian Zhang, Kelong Mao |
| 2024 | ACL | BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence. | Jiajie Jin, Yutao Zhu, Yujia Zhou, Zhicheng Dou |
| 2024 | ACL | Grounding Language Model with Chunking-Free In-Context Retrieval. | Hongjin Qian, Zheng Liu, Kelong Mao, Yujia Zhou, Zhicheng Dou |
| 2024 | ACL | Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models. | Weihang Su, Changyue Wang, Qingyao Ai, Yiran Hu, Zhijing Wu, Yujia Zhou, Yiqun Liu |
| 2024 | CIKM | Generating Intent-aware Clarifying Questions in Conversational Information Retrieval Systems. | Ziliang Zhao, Zhicheng Dou, Yujia Zhou |
| 2024 | WWW | Metacognitive Retrieval-Augmented Large Language Models. | Yujia Zhou, Zheng Liu, Jiajie Jin, Jian-Yun Nie, Zhicheng Dou |
| 2024 | WWW | Cognitive Personalized Search Integrating Large Language Models with an Efficient Memory Mechanism. | Yujia Zhou, Qiannan Zhu, Jiajie Jin, Zhicheng Dou |
| 2024 | WWW | Information Retrieval Meets Large Language Models. | Zheng Liu, Yujia Zhou, Yutao Zhu, Jianxun Lian, Chaozhuo Li, Zhicheng Dou, Defu Lian, Jian-Yun Nie |
| 2024 | SIGIR | CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks. | Xiaoxi Li, Zhicheng Dou, Yujia Zhou, Fangchao Liu |
| 2024 | SIGIR | Generative Retrieval via Term Set Generation. | Peitian Zhang, Zheng Liu, Yujia Zhou, Zhicheng Dou, Fangchao Liu, Zhao Cao |
| 2023 | CIKM | NOVO: Learnable and Interpretable Document Identifiers for Model-Based IR. | Zihan Wang, Yujia Zhou, Yiteng Tu, Zhicheng Dou |
| 2023 | CIKM | VILE: Block-Aware Visual Enhanced Document Retrieval. | Huaying Yuan, Zhicheng Dou, Yujia Zhou, Yu Guo, Ji-Rong Wen |
| 2023 | EMNLP | Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback. | Yujia Zhou, Zhicheng Dou, Ji-Rong Wen |
| 2023 | KDD | PSLOG: Pretraining with Search Logs for Document Ranking. | Zhan Su, Zhicheng Dou, Yujia Zhou, Ziyuan Zhao, Ji-Rong Wen |
| 2023 | WWW | Incorporating Explicit Subtopics in Personalized Search. | Shuting Wang, Zhicheng Dou, Jing Yao, Yujia Zhou, Ji-Rong Wen |
| 2022 | AMIA | Fast Textual Corpus Retrieval from Electronic Health Records using PDF Parser and TxtSplit Tools. | Yiming Li, Qiang Wei, Yujia Zhou, Hua Xu |
| 2022 | WWW | Socialformer: Social Network Inspired Long Document Modeling for Document Ranking. | Yujia Zhou, Zhicheng Dou, Huaying Yuan, Zhengyi Ma |
| 2022 | WSDM | Improving Personalized Search with Dual-Feedback Network. | Chenlong Deng, Yujia Zhou, Zhicheng Dou |
| 2021 | AMIA | Generalizable Gated Recurrent Neural Network based model to predict COVID-19 patient outcomes on admission. | Laila Rasmy, Bijun S. Kannadath, Masayuki Nigo, Ziqian Xie, Bingyu Mao, Khush A. Patel, Yujia Zhou, Xiao Dong, Hua Xu, Degui Zhi |
| 2021 | AMIA | CovRNN: predicting outcomes of COVID-19 patients on admission using their electronic health records with minimal data processing. | Laila Rasmy, Masayuki Nigo, Bijun S. Kannadath, Ziqian Xie, Bingyu Mao, Khush A. Patel, Wanheng Zhang, Yujia Zhou, Angela Ross, Hua Xu, Degui Zhi |
| 2021 | CIKM | PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling. | Yujia Zhou, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen |
| 2021 | MICCAI | Motion Correction for Liver DCE-MRI with Time-Intensity Curve Constraint. | Yuhang Sun, Dongming Wei, Zhiming Cui, Yujia Zhou, Caiwen Jiang, Jiameng Liu, Qianjin Feng, Dinggang Shen |
| 2021 | SIGIR | Group based Personalized Search by Integrating Search Behaviour and Friend Network. | Yujia Zhou, Zhicheng Dou, Bingzheng Wei, Ruobing Xie, Ji-Rong Wen |
| 2020 | AMIA | Normalizing Clinical Document Titles to LOINC Document Ontology: an Initial Study. | Xu Zuo, Jianfu Li, Bo Zhao, Yujia Zhou, Xiao Dong, Jon D. Duke, Karthik Natarajan, George Hripcsak, Nigam Shah, Juan M. Banda, Ruth M. Reeves, Hua Xu |
| 2020 | SIGIR | Encoding History with Context-aware Representation Learning for Personalized Search. | Yujia Zhou, Zhicheng Dou, Ji-Rong Wen |
| 2020 | WSDM | Enhancing Re-finding Behavior with External Memories for Personalized Search. | Yujia Zhou, Zhicheng Dou, Ji-Rong Wen |
| 2017 | MICCAI | Improving Functional MRI Registration Using Whole-Brain Functional Correlation Tensors. | Yujia Zhou, Pew-Thian Yap, Han Zhang, Lichi Zhang, Qianjin Feng, Dinggang Shen |
| 2015 | ICIG | Real-Time Locating Method for Palmvein Image Acquisition. | Yaqin Liu, Yujia Zhou, Shirong Qiu, Jirui Qin, Yixiao Nie |