ZD
Zhicheng Dou
cs.CLcs.AIcs.IRcs.LGcs.CVcs.MMcs.CEcs.CRcs.CYcs.GR
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
W_p2vwjgkt·v1published
Preprints & journals
163 papers in the corpus · 2019–2026Agent-Reflex: Teaching Language Agents to Act Reflectively2610.17953v1 · Guanting Dong, Xinyu Yang, Jiajie Jin et al.2026 · 0 citationsarXiv
AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks2609.38288v1 · Hongjin Qian, Chaofan Li, Kun Luo et al.2026 · 0 citationsarXiv
StateGuard: Analytical-State Management with Validity-Aware Intervention for Long-Horizon Data Agents2609.34134v1 · Wenle Liao, Zhao Wang, Jingchao Zhang et al.2026 · 0 citationsarXiv
Atria Dawn: The Dawn of Agentic Superintelligence2609.15818v2 · Honglin Guo, Tao Gui, Kun Cai et al.2026 · 0 citationsarXiv
EvolveScaler: Synthesizing Information-Evolution Contexts via Executable State Machines and Natural-Language Rendering2609.08435v2 · Ziliang Zhao, Zenan Xu, Shuting Wang et al.2026 · 0 citationsarXiv
Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills2609.02749v1 · Jianlyu Chen, Yuyang Hu, Hongjin Qian et al.2026 · 0 citationsarXivon Valency
Learning from Online User Feedback for Shopping Agents2608.11604v1 · Haobo Zhang, Kelong Mao, Sulong Xu et al.2026 · 0 citationsarXiv
CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement2608.11631v1 · Kuangzhao Yang, Ziliang Zhao, Zhicheng Dou2026 · 0 citationsarXiv
Training Documents Reranker with Search Rubrics for Deep Research Agent2608.03527v1 · Wenhan Liu, Yu Lu, Qiaolin Xia et al.2026 · 0 citationsarXiv
Douyin Multimodal Embedding Model Technical Report2608.02148v3 · Haonan Chen, Chu Li, Zhicheng Wang et al.2026 · 0 citationsarXiv
AREX: Towards a Recursively Self-Improving Agent for Deep Research2607.21461v3 · Shuqi Lu, Chaofan Li, Kun Luo et al.2026 · 0 citationsarXiv
SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration2607.15257v1 · Yuyao Zhang, Junjie Gao, Zhengxian Wu 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
Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation2605.29861v2 · Chenghao Zhang, Guanting Dong, Yufan Liu et al.2026 · 0 citationsarXiv
SAM: State-Adaptive Memory for Long-Horizon Reasoning Agent2605.24468v1 · Yuyang Hu, Hongjin Qian, Shuting Wang et al.2026 · 0 citationsarXiv
AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning2605.24486v1 · Yuyang Hu, Hongjin Qian, Shuting Wang et al.2026 · 0 citationsarXiv
PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models2605.20873v2 · Ziliang Zhao, Zenan Xu, Shuting Wang et al.2026 · 0 citationsarXiv
Swarm Skills: A Portable, Self-Evolving Multi-Agent System Specification for Coordination Engineering2605.10052v2 · Xinyu Zhang, Zhicheng Dou, Deyang Li 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
Reasoning-Aware AIGC Detection via Alignment and Reinforcement2604.19172v1 · Zhao Wang, Max Xiong, Jianxun Lian 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
PaperScope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers2604.11307v1 · Lei Xiong, Huaying Yuan, Zheng Liu et al.2026 · 0 citationsarXiv
TimelineReasoner: Advancing Timeline Summarization with Large Reasoning Models2605.12518v1 · Liancheng Zhang, Xiaoxi Li, Zhicheng Dou2026 · 0 citationsarXiv
SumRank: Aligning Summarization Models for Long-Document Listwise Reranking2603.24204v2 · Jincheng Feng, Wenhan Liu, Zhicheng Dou2026 · 0 citationsarXiv
RecThinker: An Agentic Framework for Tool-Augmented Reasoning in Recommendation2603.09843v1 · Haobo Zhang, Yutao Zhu, Kelong Mao et al.2026 · 0 citationsarXiv
ChatShopBuddy: Towards Reliable Conversational Shopping Agents via Reinforcement Learning2603.06065v1 · Yiruo Cheng, Kelong Mao, Tianhao Li et al.2026 · 0 citationsarXiv
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning2603.03379v2 · Jiejun Tan, Zhicheng Dou, Liancheng Zhang 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
OmniGAIA: Towards Native Omni-Modal AI Agents2602.22897v3 · Xiaoxi Li, Wenxiang Jiao, Jiarui Jin et al.2026 · 1 citationarXiv
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
ProRAG: Process-Supervised Reinforcement Learning for Retrieval-Augmented Generation2601.21912v1 · Zhao Wang, Ziliang Zhao, Zhicheng Dou2026 · 0 citationsarXiv
Agentic-R: Learning to Retrieve for Agentic Search2601.11888v1 · Wenhan Liu, Xinyu Ma, Yutao Zhu et al.2026 · 1 citationarXiv
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration2601.06860v2 · Yifei Chen, Guanting Dong, Zhicheng Dou2026 · 0 citationsarXiv
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
SmartSearch: Process Reward-Guided Query Refinement for Search Agents2601.04888v1 · Tongyu Wen, Guanting Dong, Zhicheng Dou2026 · 0 citationsarXiv
e5-omni: Explicit Cross-modal Alignment for Omni-modal Embeddings2601.03666v2 · Haonan Chen, Sicheng Gao, Radu Timofte et al.2026 · 1 citationarXiv
Laser: Governing Long-Horizon Agentic Search via Structured Protocol and Context Register2512.20458v2 · Shuting Wang, Qiaolin Xia, Vich Wang et al.2025 · 0 citationsarXiv
Memory in the Age of AI Agents2512.13564v2 · Yuyang Hu, Shichun Liu, Yanwei Yue et al.2025 · 1 citationarXiv
GPG: Generalized Policy Gradient Theorem for Transformer-based Policies2512.10365v1 · Hangyu Mao, Guangting Dong, Zhicheng Dou2025 · 0 citationsarXiv
ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use2510.27363v1 · Mengjie Deng, Guanting Dong, Zhicheng Dou2025 · 0 citationsarXiv
DeepAgent: A General Reasoning Agent with Scalable Toolsets2510.21618v3 · Xiaoxi Li, Wenxiang Jiao, Jiarui Jin et al.2025 · 5 citationsarXiv
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation2510.17354v1 · Chenghao Zhang, Guanting Dong, Xinyu Yang et al.2025 · 0 citationsarXiv
FinSight: Towards Real-World Financial Deep Research2510.16844v1 · Jiajie Jin, Yuyao Zhang, Yimeng Xu et al.2025 · 1 citationarXiv
UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression2509.15763v1 · Chenlong Deng, Zhisong Zhang, Kelong Mao et al.2025 · 0 citationsarXiv
GLARE: Agentic Reasoning for Legal Judgment Prediction2508.16383v1 · Xinyu Yang, Chenlong Deng, Zhicheng Dou2025 · 1 citationarXiv
Career total: 357 works. 163 are in this corpus.Showing the 50 most recent.
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