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ORCIDYujia Zhou 0002
Person information
- affiliation: Renmin University of China, Beijing, China
Other persons with the same name
- Yujia Zhou 0001 — Southern Medical University, Guangzhou, China
- Yujia Zhou 0003
![[0000-0003-0889-2261]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-0889-2261")
— University of Texas Health Science Center at Houston, Houston, TX, USA - Yujia Zhou 0004 — RWTH Aachen University, INDA Institute, Germany
- Yujia Zhou 0005 — Nanjing Medical University, Second Clinical Medical School, China
- Yujia Zhou 0006 — Tsinghua University, Department of Computer Science and Technology, Beijing, China
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2020 – today
- 2025
[j7]Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yuyao Zhang, Peitian Zhang, Yutao Zhu, Zhicheng Dou:
From Matching to Generation: A Survey on Generative Information Retrieval. ACM Trans. Inf. Syst. 43(3): 83:1-83:62 (2025)- [c37]Haitao Li, Junjie Chen, Qingyao Ai, Zhumin Chu, Yujia Zhou, Qian Dong, Yiqun Liu:
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges. ACL (1) 2025: 16537-16552 - [c36]Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yongkang Wu, Zhonghua Li, Ye Qi, Zhicheng Dou:
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation. ACL (1) 2025: 16754-16779 - [c35]Changyue Wang, Weihang Su, Qingyao Ai, Yujia Zhou, Yiqun Liu:
Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing. ACL (Findings) 2025: 24543-24562 - [c34]Yujia Zhou, Zheng Liu, Zhicheng Dou:
How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA. COLING 2025: 4232-4242 - [c33]Xiaoxi Li, Guanting Dong, Jiajie Jin, Yuyao Zhang, Yujia Zhou, Yutao Zhu, Peitian Zhang, Zhicheng Dou:
Search-o1: Agentic Search-Enhanced Large Reasoning Models. EMNLP 2025: 5420-5438 - [c32]Yichen Tang, Weihang Su, Yujia Zhou, Yiqun Liu, Min Zhang, Shaoping Ma, Qingyao Ai:
Augmenting Multi-Agent Communication with State Delta Trajectory. EMNLP 2025: 10219-10240 - [c31]Bangde Du, Ziyi Ye, Zhijing Wu, Monika Jankowska, Shuqi Zhu, Qingyao Ai, Yujia Zhou, Yiqun Liu:
SimVBG: Simulating Individual Values by Backstory Generation. EMNLP 2025: 13093-13122 - [c30]Ziyi Ye, Xiangsheng Li, Qiuchi Li, Qingyao Ai, Yujia Zhou, Wei Shen, Dong Yan, Yiqun Liu:
Learning LLM-as-a-Judge for Preference Alignment. ICLR 2025 - [c29]Hongjin Qian, Zheng Liu, Peitian Zhang, Kelong Mao, Yujia Zhou, Xu Chen, Zhicheng Dou:
Tackling the Length Barrier: Dynamic Context Browsing for Knowledge-Intensive Task. KDD (1) 2025: 1150-1160 - [c28]Shuqi Zhu, Ziyi Ye, Yi Zhong, Qingyao Ai, Yujia Zhou, Yiqun Liu:
Brain Image Reconstruction with Retrieval-Augmented Diffusion. SIGIR 2025: 296-305 - [c27]Weihang Su, Yichen Tang, Qingyao Ai, Junxi Yan, Changyue Wang, Hongning Wang, Ziyi Ye, Yujia Zhou, Yiqun Liu:
Parametric Retrieval Augmented Generation. SIGIR 2025: 1240-1250 - [c26]Yiteng Tu, Weihang Su, Yujia Zhou, Yiqun Liu, Qingyao Ai:
Robust Fine-tuning for Retrieval Augmented Generation against Retrieval Defects. SIGIR 2025: 1272-1282 - [c25]Yujia Zhou, Wei Ji, Xuri Ge, Qingyao Ai, Joemon M. Jose, Yiqun Liu:
The 1st NIP@IR Workshop on New Interaction Paradigms for Information Retrieval in the Era of Generative AI. SIGIR 2025: 4176-4179 - [c24]Xuancheng Li, Haitao Li, Yujia Zhou, Qingyao Ai, Yiqun Liu:
ATACompressor: Adaptive Task-Aware Compression for Efficient Long-Context Processing in LLMs. SIGIR-AP 2025: 343-352 - [i33]Xiaoxi Li, Guanting Dong, Jiajie Jin, Yuyao Zhang, Yujia Zhou, Yutao Zhu, Peitian Zhang, Zhicheng Dou:
Search-o1: Agentic Search-Enhanced Large Reasoning Models. CoRR abs/2501.05366 (2025) - [i32]Weihang Su, Yichen Tang, Qingyao Ai, Junxi Yan, Changyue Wang, Hongning Wang, Ziyi Ye, Yujia Zhou, Yiqun Liu:
Parametric Retrieval Augmented Generation. CoRR abs/2501.15915 (2025) - [i31]Yiteng Tu, Weihang Su, Yujia Zhou, Yiqun Liu, Qingyao Ai:
RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects. CoRR abs/2501.18365 (2025) - [i30]Yujia Zhou, Hexi Wang, Qingyao Ai, Zhen Wu, Yiqun Liu:
Simulating Prosocial Behavior and Social Contagion in LLM Agents under Institutional Interventions. CoRR abs/2505.15857 (2025) - [i29]Bangde Du, Ziyi Ye, Zhijing Wu, Monika Jankowska, Shuqi Zhu, Qingyao Ai, Yujia Zhou, Yiqun Liu:
ValueSim: Generating Backstories to Model Individual Value Systems. CoRR abs/2505.23827 (2025) - [i28]Changyue Wang, Weihang Su, Qingyao Ai, Yujia Zhou, Yiqun Liu:
Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing. CoRR abs/2506.00536 (2025) - [i27]Yichen Tang, Weihang Su, Yujia Zhou, Yiqun Liu, Min Zhang, Shaoping Ma, Qingyao Ai:
Augmenting Multi-Agent Communication with State Delta Trajectory. CoRR abs/2506.19209 (2025) - [i26]Kaiyuan Zhang, Jiaqi Li, Yueyue Wu, Haitao Li, Cheng Luo, Shaokun Zou, Yujia Zhou, Weihang Su, Qingyao Ai, Yiqun Liu:
Chinese Court Simulation with LLM-Based Agent System. CoRR abs/2508.17322 (2025) - [i25]Junjie Chen, Haitao Li, Minghao Qin, Yujia Zhou, Yanxue Ren, Wuyue Wang, Yiqun Liu, Yueyue Wu, Qingyao Ai:
Simulating Dispute Mediation with LLM-Based Agents for Legal Research. CoRR abs/2509.06586 (2025) - [i24]Beining Wang, Weihang Su, Hongtao Tian, Tao Yang, Yujia Zhou, Ting Yao, Qingyao Ai, Yiqun Liu:
From to : Multidimensional Supervision of Reasoning Process for LLM Optimization. CoRR abs/2510.11457 (2025) - [i23]Yiteng Tu, Weihang Su, Yujia Zhou, Yiqun Liu, Fen Lin, Qin Liu, Qingyao Ai:
Generalized Pseudo-Relevance Feedback. CoRR abs/2510.25488 (2025) - [i22]Bangde Du, Minghao Guo, Songming He, Ziyi Ye, Xi Zhu, Weihang Su, Shuqi Zhu, Yujia Zhou, Yongfeng Zhang, Qingyao Ai, Yiqun Liu:
TwinVoice: A Multi-dimensional Benchmark Towards Digital Twins via LLM Persona Simulation. CoRR abs/2510.25536 (2025) - 2024
- [j6]Wenhan Liu, Yujia Zhou, Yutao Zhu, Zhicheng Dou:
How to personalize and whether to personalize? Candidate documents decide. Knowl. Inf. Syst. 66(9): 5581-5604 (2024) - [j5]Yujia Zhou, Jing Yao, Ledell Wu, Zhicheng Dou, Ji-Rong Wen:
WebUltron: An Ultimate Retriever on Webpages Under the Model-Centric Paradigm. IEEE Trans. Knowl. Data Eng. 36(9): 4996-5006 (2024) - [j4]Yutong Bai, Yujia Zhou, Zhicheng Dou, Ji-Rong Wen:
Intent-Oriented Dynamic Interest Modeling for Personalized Web Search. ACM Trans. Inf. Syst. 42(4): 96:1-96:30 (2024) - [j3]Yujia Zhou, Jing Yao, Zhicheng Dou, Yiteng Tu, Ledell Wu, Tat-Seng Chua, Ji-Rong Wen:
ROGER: Ranking-Oriented Generative Retrieval. ACM Trans. Inf. Syst. 42(6): 155:1-155:25 (2024) - [c23]Xiaoxi Li, Yujia Zhou, Zhicheng Dou:
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models. AAAI 2024: 8688-8696 - [c22]Jiajie Jin, Yutao Zhu, Yujia Zhou, Zhicheng Dou:
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence. ACL (Findings) 2024: 750-761 - [c21]Hongjin Qian, Zheng Liu, Kelong Mao, Yujia Zhou, Zhicheng Dou:
Grounding Language Model with Chunking-Free In-Context Retrieval. ACL (1) 2024: 1298-1311 - [c20]Chenlong Deng, Zhicheng Dou, Yujia Zhou, Peitian Zhang, Kelong Mao:
An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements. ACL (Findings) 2024: 2354-2365 - [c19]Weihang Su, Changyue Wang, Qingyao Ai, Yiran Hu, Zhijing Wu, Yujia Zhou, Yiqun Liu:
Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models. ACL (Findings) 2024: 14379-14391 - [c18]Ziliang Zhao, Zhicheng Dou, Yujia Zhou:
Generating Intent-aware Clarifying Questions in Conversational Information Retrieval Systems. CIKM 2024: 3384-3394 - [c17]Yujia Zhou, Zheng Liu, Zhicheng Dou:
Boosting the Potential of Large Language Models with an Intelligent Information Assistant. NeurIPS 2024 - [c16]Xiaoxi Li, Zhicheng Dou, Yujia Zhou, Fangchao Liu:
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks. SIGIR 2024: 26-37 - [c15]Peitian Zhang, Zheng Liu, Yujia Zhou, Zhicheng Dou, Fangchao Liu, Zhao Cao:
Generative Retrieval via Term Set Generation. SIGIR 2024: 458-468 - [c14]Yujia Zhou, Zheng Liu, Jiajie Jin, Jian-Yun Nie, Zhicheng Dou:
Metacognitive Retrieval-Augmented Large Language Models. WWW 2024: 1453-1463 - [c13]Yujia Zhou, Qiannan Zhu, Jiajie Jin, Zhicheng Dou:
Cognitive Personalized Search Integrating Large Language Models with an Efficient Memory Mechanism. WWW 2024: 1464-1473 - [c12]Zheng Liu, Yujia Zhou, Yutao Zhu, Jianxun Lian, Chaozhuo Li, Zhicheng Dou, Defu Lian, Jian-Yun Nie:
Information Retrieval Meets Large Language Models. WWW (Companion Volume) 2024: 1586-1589 - [i21]Xiaoxi Li, Zhicheng Dou, Yujia Zhou, Fangchao Liu:
Towards a Unified Language Model for Knowledge-Intensive Tasks Utilizing External Corpus. CoRR abs/2402.01176 (2024) - [i20]Hongjin Qian, Zheng Liu, Kelong Mao, Yujia Zhou, Zhicheng Dou:
Grounding Language Model with Chunking-Free In-Context Retrieval. CoRR abs/2402.09760 (2024) - [i19]Yujia Zhou, Qiannan Zhu, Jiajie Jin, Zhicheng Dou:
Cognitive Personalized Search Integrating Large Language Models with an Efficient Memory Mechanism. CoRR abs/2402.10548 (2024) - [i18]Yujia Zhou, Zheng Liu, Jiajie Jin, Jian-Yun Nie, Zhicheng Dou:
Metacognitive Retrieval-Augmented Large Language Models. CoRR abs/2402.11626 (2024) - [i17]Jiajie Jin, Yutao Zhu, Yujia Zhou, Zhicheng Dou:
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence. CoRR abs/2402.12174 (2024) - [i16]Weihang Su, Changyue Wang, Qingyao Ai, Yiran Hu, Zhijing Wu, Yujia Zhou, Yiqun Liu:
Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models. CoRR abs/2403.06448 (2024) - [i15]Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yuyao Zhang, Peitian Zhang, Yutao Zhu, Zhicheng Dou:
From Matching to Generation: A Survey on Generative Information Retrieval. CoRR abs/2404.14851 (2024) - [i14]Hongjin Qian, Zheng Liu, Peitian Zhang, Kelong Mao, Yujia Zhou, Xu Chen, Zhicheng Dou:
Are Long-LLMs A Necessity For Long-Context Tasks? CoRR abs/2405.15318 (2024) - [i13]Yujia Zhou, Yan Liu, Xiaoxi Li, Jiajie Jin, Hongjin Qian, Zheng Liu, Chaozhuo Li, Zhicheng Dou, Tsung-Yi Ho, Philip S. Yu:
Trustworthiness in Retrieval-Augmented Generation Systems: A Survey. CoRR abs/2409.10102 (2024) - [i12]Ziyi Ye, Xiangsheng Li, Qiuchi Li, Qingyao Ai, Yujia Zhou, Wei Shen, Dong Yan, Yiqun Liu:
Beyond Scalar Reward Model: Learning Generative Judge from Preference Data. CoRR abs/2410.03742 (2024) - [i11]Haitao Li, Junjie Chen, Qingyao Ai, Zhumin Chu, Yujia Zhou, Qian Dong, Yiqun Liu:
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges. CoRR abs/2410.15393 (2024) - [i10]Yujia Zhou, Zheng Liu, Zhicheng Dou:
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant. CoRR abs/2411.06805 (2024) - [i9]Haitao Li, Qian Dong, Junjie Chen, Huixue Su, Yujia Zhou, Qingyao Ai, Ziyi Ye, Yiqun Liu:
LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods. CoRR abs/2412.05579 (2024) - [i8]Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yongkang Wu, Zhonghua Li, Qi Ye, Zhicheng Dou:
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation. CoRR abs/2412.11919 (2024) - 2023
- [j2]Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen:
DynamicRetriever: A Pre-trained Model-based IR System Without an Explicit Index. Mach. Intell. Res. 20(2): 276-288 (2023) - [j1]Yujia Zhou, Zhicheng Dou, Ji-Rong Wen:
Enhancing Potential Re-Finding in Personalized Search With Hierarchical Memory Networks. IEEE Trans. Knowl. Data Eng. 35(4): 3846-3857 (2023) - [c11]Zihan Wang, Yujia Zhou, Yiteng Tu, Zhicheng Dou:
NOVO: Learnable and Interpretable Document Identifiers for Model-Based IR. CIKM 2023: 2656-2665 - [c10]Huaying Yuan, Zhicheng Dou, Yujia Zhou, Yu Guo, Ji-Rong Wen:
VILE: Block-Aware Visual Enhanced Document Retrieval. CIKM 2023: 3104-3113 - [c9]Yujia Zhou, Zhicheng Dou, Ji-Rong Wen:
Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback. EMNLP 2023: 12481-12490 - [c8]Zhan Su, Zhicheng Dou, Yujia Zhou, Ziyuan Zhao, Ji-Rong Wen:
PSLOG: Pretraining with Search Logs for Document Ranking. KDD 2023: 2072-2082 - [c7]Shuting Wang, Zhicheng Dou, Jing Yao, Yujia Zhou, Ji-Rong Wen:
Incorporating Explicit Subtopics in Personalized Search. WWW 2023: 3364-3374 - [i7]Peitian Zhang, Zheng Liu, Yujia Zhou, Zhicheng Dou, Zhao Cao:
Term-Sets Can Be Strong Document Identifiers For Auto-Regressive Search Engines. CoRR abs/2305.13859 (2023) - [i6]Xiaoxi Li, Yujia Zhou, Zhicheng Dou:
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models. CoRR abs/2312.11036 (2023) - 2022
- [c6]Chenlong Deng, Yujia Zhou, Zhicheng Dou:
Improving Personalized Search with Dual-Feedback Network. WSDM 2022: 210-218 - [c5]Yujia Zhou, Zhicheng Dou, Huaying Yuan, Zhengyi Ma:
Socialformer: Social Network Inspired Long Document Modeling for Document Ranking. WWW 2022: 339-347 - [i5]Yujia Zhou, Zhicheng Dou, Huaying Yuan, Zhengyi Ma:
Socialformer: Social Network Inspired Long Document Modeling for Document Ranking. CoRR abs/2202.10870 (2022) - [i4]Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen:
DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index. CoRR abs/2203.00537 (2022) - [i3]Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Peitian Zhang, Ji-Rong Wen:
Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer. CoRR abs/2208.09257 (2022) - 2021
- [c4]Yujia Zhou, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen:
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling. CIKM 2021: 2749-2758 - [c3]Yujia Zhou, Zhicheng Dou, Bingzheng Wei, Ruobing Xie, Ji-Rong Wen:
Group based Personalized Search by Integrating Search Behaviour and Friend Network. SIGIR 2021: 92-101 - [i2]Yujia Zhou, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen:
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling. CoRR abs/2111.12614 (2021) - [i1]Yujia Zhou, Zhicheng Dou, Bingzheng Wei, Ruobing Xie, Ji-Rong Wen:
Group based Personalized Search by Integrating Search Behaviour and Friend Network. CoRR abs/2111.12618 (2021) - 2020
- [c2]Yujia Zhou, Zhicheng Dou, Ji-Rong Wen:
Encoding History with Context-aware Representation Learning for Personalized Search. SIGIR 2020: 1111-1120 - [c1]Yujia Zhou, Zhicheng Dou, Ji-Rong Wen:
Enhancing Re-finding Behavior with External Memories for Personalized Search. WSDM 2020: 789-797
Coauthor Index
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