RR
Ruiyang Ren
cs.CLcs.IRcs.AI
On Valency
published · living versionsW_62eqqdbe·v1 · currentpublished
The Scheduler Is a Hidden Retriever: How Asynchrony Shapes Evidence Acquisition in Search Agents
with Yuhao Wang, Yinan Zhang, Chunyan Miao
1 version
Preprints & journals
18 papers in the corpus · 2020–2026The Scheduler Is a Hidden Retriever: How Asynchrony Shapes Evidence Acquisition in Search Agents2610.26310v1 · Ruiyang Ren, Yuhao Wang, Yinan Zhang et al.2026 · 0 citationsarXivon Valency
STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning2508.18812v1 · Chenghao Wu, Ruiyang Ren, Junjie Zhang et al.2025 · 4 citationsProceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025)
BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation2508.05100v2 · Yuhao Wang, Ruiyang Ren, Yucheng Wang et al.2025 · 0 citationsarXiv
Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation2505.20825v2 · Yuhao Wang, Ruiyang Ren, Yucheng Wang et al.2025 · 0 citationsarXiv
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis2505.16834v3 · Shuang Sun, Huatong Song, Yuhao Wang et al.2025 · 1 citationarXiv
Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation2505.11995v1 · Yuhao Wang, Ruiyang Ren, Yucheng Wang et al.2025 · 5 citationsarXiv
Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking2502.04751v1 · Ruiyang Ren, Yuhao Wang, Junyi Li et al.2025 · 0 citationsarXiv
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement2412.12881v1 · Jinhao Jiang, Jiayi Chen, Junyi Li et al.2024 · 10 citationsarXiv
Self-Calibrated Listwise Reranking with Large Language Models2411.04602v1 · Ruiyang Ren, Yuhao Wang, Kun Zhou et al.2024 · 9 citationsarXiv
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering2402.17497v2 · Yuhao Wang, Ruiyang Ren, Junyi Li et al.2024 · 24 citationsarXiv
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents2402.17505v1 · Ruiyang Ren, Peng Qiu, Yingqi Qu et al.2024 · 5 citationsarXiv
The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models2401.03205v1 · Junyi Li, Jie Chen, Ruiyang Ren et al.2024 · 79 citationsarXiv
TOME: A Two-stage Approach for Model-based Retrieval2305.11161v1 · Ruiyang Ren, Wayne Xin Zhao, Jing Liu et al.2023 · 14 citationsarXiv
A Survey of Large Language Models2303.18223v19 · Wayne Xin Zhao, Kun Zhou, Junyi Li et al.2023 · 2,075 citationsFrontiers of Computer Science, Volume 20, Issue 12, Article 2012627 (2026)
Dense Text Retrieval based on Pretrained Language Models: A Survey2211.14876v1 · Wayne Xin Zhao, Jing Liu, Ruiyang Ren et al.2022 · 210 citationsarXiv
A Thorough Examination on Zero-shot Dense Retrieval2204.12755v2 · Ruiyang Ren, Yingqi Qu, Jing Liu et al.2022 · 27 citationsarXiv
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking2110.07367v2 · Ruiyang Ren, Yingqi Qu, Jing Liu et al.2021 · 150 citationsarXiv
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering2010.08191v2 · Yingqi Qu, Yuchen Ding, Jing Liu et al.2020 · 402 citationsarXiv
Career total: 22 works. 18 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.