YZ
Yutao Zhu
cs.CLcs.AIcs.IRcs.LGcs.CVcs.CEcs.HCcs.MAcs.ROcs.SD
On Valency
published · living versionsW_arrft6hu·v1 · currentpublished
ToolSpace: Scaling Tool-Centric Environment Synthesis for Long-Horizon Agents
with Guanting Dong, Zhichao Sun, Xinyu Yang, Rui Wang +20
1 version
Preprints & journals
85 papers in the corpus · 2020–2026Learn Now, Use Next, Trust Later: Prequential Test-Time Learning for LLM Agents2609.35911v1 · Tong Zhao, Reed Li, Yuyang Hu et al.2026 · 0 citationsarXiv
Atria Dawn: The Dawn of Agentic Superintelligence2609.15818v2 · Honglin Guo, Tao Gui, Kun Cai et al.2026 · 0 citationsarXiv
Training Documents Reranker with Search Rubrics for Deep Research Agent2608.03527v1 · Wenhan Liu, Yu Lu, Qiaolin Xia et al.2026 · 0 citationsarXiv
AMTFV: Agentic Mathematical Tool-Flow Verification for LLM Self-Correction2607.29549v1 · Rui Zou, Yutao Zhu, Mengqi Wei et al.2026 · 0 citationsarXiv
OPOD: On-Policy Omni Distillation2607.20918v3 · Tong Zhao, Yuyang Hu, Yutao Zhu et al.2026 · 0 citationsarXiv
WebSwarm: Recursive Multi-Agent Orchestration for Deep-and-Wide Web Search2607.08662v1 · Xiaoshuai Song, Liancheng Zhang, Kangzhi Zhao et al.2026 · 0 citationsarXiv
VeriGraph: Towards Verifiable Data-Analytic Agents2606.16603v1 · Jiajie Jin, Zhao Yang, Wenle Liao et al.2026 · 0 citationsarXiv
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement2606.11926v1 · Jiajie Jin, Yuyang Hu, Kai Qiu et al.2026 · 0 citationsarXiv
ATIR: Towards Audio-Text Interleaved Contextual Retrieval2604.20267v1 · Tong Zhao, Chenghao Zhang, Yutao Zhu et al.2026 · 0 citationsarXiv
RAG: Retriever Routing for Retrieval-Augmented Generation2604.22849v1 · Tong Zhao, Yutao Zhu, Yucheng Tian et al.2026 · 0 citationsarXiv
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence2604.18292v1 · Guanting Dong, Junting Lu, Junjie Huang et al.2026 · 0 citationsarXiv
RecThinker: An Agentic Framework for Tool-Augmented Reasoning in Recommendation2603.09843v1 · Haobo Zhang, Yutao Zhu, Kelong Mao et al.2026 · 0 citationsarXiv
LaSER: Internalizing Explicit Reasoning into Latent Space for Dense Retrieval2603.01425v1 · Jiajie Jin, Yanzhao Zhang, Mingxin Li et al.2026 · 0 citationsarXiv
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories2602.10809v2 · Chenlong Deng, Mengjie Deng, Junjie Wu et al.2026 · 0 citationsarXiv
GISA: A Benchmark for General Information-Seeking Assistant2602.08543v2 · Yutao Zhu, Xingshuo Zhang, Maosen Zhang et al.2026 · 0 citationsarXiv
Agentic-R: Learning to Retrieve for Agentic Search2601.11888v1 · Wenhan Liu, Xinyu Ma, Yutao Zhu et al.2026 · 1 citationarXiv
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis2601.05808v2 · Xiaoshuai Song, Haofei Chang, Guanting Dong et al.2026 · 0 citationsarXiv
Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning2601.04726v1 · Yuyang Hu, Jiongnan Liu, Jiejun Tan et al.2026 · 0 citationsarXiv
Memory in the Age of AI Agents2512.13564v2 · Yuyang Hu, Shichun Liu, Yanwei Yue et al.2025 · 1 citationarXiv
DeepAgent: A General Reasoning Agent with Scalable Toolsets2510.21618v3 · Xiaoxi Li, Wenxiang Jiao, Jiarui Jin et al.2025 · 5 citationsarXiv
FinSight: Towards Real-World Financial Deep Research2510.16844v1 · Jiajie Jin, Yuyao Zhang, Yimeng Xu et al.2025 · 1 citationarXiv
Agentic Entropy-Balanced Policy Optimization2510.14545v1 · Guanting Dong, Licheng Bao, Zhongyuan Wang et al.2025 · 1 citationarXiv
Revisiting RAG Ensemble: A Theoretical and Mechanistic Analysis of Multi-RAG System Collaboration2508.13828v1 · Yifei Chen, Guanting Dong, Yutao Zhu et al.2025 · 0 citationsarXiv
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability2508.07050v3 · Wenhan Liu, Xinyu Ma, Weiwei Sun et al.2025 · 1 citationarXiv
Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis2508.03396v1 · Rui Zou, Mengqi Wei, Yutao Zhu et al.2025 · 0 citationsarXiv
Agentic Reinforced Policy Optimization2507.19849v1 · Guanting Dong, Hangyu Mao, Kai Ma et al.2025 · 4 citationsarXiv
HiRA: A Hierarchical Reasoning Framework for Decoupled Planning and Execution in Deep Search2507.02652v2 · Jiajie Jin, Xiaoxi Li, Guanting Dong et al.2025 · 2 citationsarXiv
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning2505.16410v1 · Guanting Dong, Yifei Chen, Xiaoxi Li et al.2025 · 4 citationsarXiv
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization2505.15444v1 · Yutao Zhu, Jiajie Jin, Hongjin Qian et al.2025 · 0 citationsarXiv
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation2505.10413v1 · Jiajie Jin, Xiaoxi Li, Guanting Dong et al.2025 · 11 citationsarXiv
WebThinker: Empowering Large Reasoning Models with Deep Research Capability2504.21776v2 · Xiaoxi Li, Jiajie Jin, Guanting Dong et al.2025 · 6 citationsarXiv
CoRanking: Collaborative Ranking with Small and Large Ranking Agents2503.23427v3 · Wenhan Liu, Xinyu Ma, Yutao Zhu et al.2025 · 0 citationsarXiv
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data2502.08468v1 · Haonan Chen, Liang Wang, Nan Yang et al.2025 · 6 citationsarXiv
Search-o1: Agentic Search-Enhanced Large Reasoning Models2501.05366v1 · Xiaoxi Li, Guanting Dong, Jiajie Jin et al.2025 · 52 citationsarXiv
YuLan-Mini: An Open Data-efficient Language Model2412.17743v2 · Yiwen Hu, Huatong Song, Jia Deng et al.2024 · 0 citationsarXiv
Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models2412.14574v1 · Wenhan Liu, Xinyu Ma, Yutao Zhu et al.2024 · 5 citationsarXiv
Progressive Multimodal Reasoning via Active Retrieval2412.14835v1 · Guanting Dong, Chenghao Zhang, Mengjie Deng et al.2024 · 0 citationsarXiv
From Novice to Expert: LLM Agent Policy Optimization via Step-wise Reinforcement Learning2411.03817v3 · Zhirui Deng, Zhicheng Dou, Yutao Zhu et al.2024 · 0 citationsarXiv
Little Giants: Synthesizing High-Quality Embedding Data at Scale2410.18634v2 · Haonan Chen, Liang Wang, Nan Yang et al.2024 · 1 citationarXiv
A Survey of Conversational Search2410.15576v2 · Fengran Mo, Kelong Mao, Ziliang Zhao et al.2024 · 51 citationsarXiv
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation2410.09584v1 · Guanting Dong, Xiaoshuai Song, Yutao Zhu et al.2024 · 3 citationsarXiv
From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models2410.06795v2 · Yuying Shang, Xinyi Zeng, Yutao Zhu et al.2024 · 5 citationsarXiv
LLMs + Persona-Plug = Personalized LLMs2409.11901v2 · Jiongnan Liu, Yutao Zhu, Shuting Wang et al.2024 · 11 citationsarXiv
Towards Effective and Efficient Continual Pre-training of Large Language Models2407.18743v1 · Jie Chen, Zhipeng Chen, Jiapeng Wang et al.2024 · 9 citationsarXiv
Query-oriented Data Augmentation for Session Search2407.03720v1 · Haonan Chen, Zhicheng Dou, Yutao Zhu et al.2024 · 1 citationarXiv
YuLan: An Open-source Large Language Model2406.19853v1 · Yutao Zhu, Kun Zhou, Kelong Mao et al.2024 · 1 citationarXiv
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation2406.18676v2 · Guanting Dong, Yutao Zhu, Chenghao Zhang et al.2024 · 34 citationsarXiv
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task2406.16332v2 · Wenhan Liu, Yutao Zhu, Zhicheng Dou2024 · 1 citationarXiv
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation2406.12566v3 · Shuting Wang, Xin Yu, Mang Wang et al.2024 · 3 citationshttps://aclanthology.org/volumes/2025.coling-main/
DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation2406.05654v2 · Shuting Wang, Jiongnan Liu, Shiren Song et al.2024 · 5 citationsarXiv
Career total: 159 works. 85 are in this corpus.Showing the 50 most recent.
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