GD
Guanting Dong
cs.CLcs.AIcs.LGcs.IRcs.CVcs.DScs.MAcs.MMcs.SCcs.SD
On Valency
published · living versionsW_arrft6hu·v1 · currentpublished
ToolSpace: Scaling Tool-Centric Environment Synthesis for Long-Horizon Agents
with Zhichao Sun, Xinyu Yang, Rui Wang, Xin Deng +20
1 version
Preprints & journals
64 papers in the corpus · 2022–2026WorkRover: Scaling Long-Horizon Cowork Agent Training Via Recursive Environment Evolution2610.18067v1 · Hang He, Linting Wang, Guanming Liu et al.2026 · 0 citationsarXiv
WEFT: Scaling Tool-Use Post-Training for General-Purpose Agents2609.36887v1 · Bo Mao, Hang He, Linting Wang 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
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents2605.10832v2 · Shijue Huang, Hangyu Guo, Guanting Dong 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
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook2604.02029v2 · Xinlei Yu, Zhangquan Chen, Yongbo He et al.2026 · 0 citationsarXiv
OmniGAIA: Towards Native Omni-Modal AI Agents2602.22897v3 · Xiaoxi Li, Wenxiang Jiao, Jiarui Jin 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
SmartSearch: Process Reward-Guided Query Refinement for Search Agents2601.04888v1 · Tongyu Wen, Guanting Dong, Zhicheng Dou2026 · 0 citationsarXiv
V-Thinker: Interactive Thinking with Images2511.04460v2 · Runqi Qiao, Qiuna Tan, Minghan Yang et al.2025 · 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
Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning2509.23285v2 · Yifei Chen, Guanting Dong, Zhicheng Dou2025 · 0 citationsarXiv
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
Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization2508.07629v4 · Zhenpeng Su, Leiyu Pan, Xue Bai et al.2025 · 1 citationarXiv
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
Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation2506.21384v1 · Guanting Dong, Xiaoxi Li, Yuyao Zhang et al.2025 · 1 citationarXiv
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning2505.16410v1 · Guanting Dong, Yifei Chen, Xiaoxi Li et al.2025 · 4 citationsarXiv
DecIF: Improving Instruction-Following through Meta-Decomposition2505.13990v2 · Tingfeng Hui, Pengyu Zhu, Bowen Ping 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
Search-o1: Agentic Search-Enhanced Large Reasoning Models2501.05366v1 · Xiaoxi Li, Guanting Dong, Jiajie Jin et al.2025 · 52 citationsarXiv
Progressive Multimodal Reasoning via Active Retrieval2412.14835v1 · Guanting Dong, Chenghao Zhang, Mengjie Deng et al.2024 · 0 citationsarXiv
Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models2412.12606v1 · YiFan Zhang, Shanglin Lei, Runqi Qiao et al.2024 · 0 citationsarXiv
Smaller Language Models Are Better Instruction Evolvers2412.11231v1 · Tingfeng Hui, Lulu Zhao, Guanting Dong et al.2024 · 0 citationsarXiv
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation2410.09584v1 · Guanting Dong, Xiaoshuai Song, Yutao Zhu et al.2024 · 3 citationsarXiv
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making2409.16686v2 · Dayuan Fu, Biqing Qi, Yihuai Gao et al.2024 · 2 citationsEMNLP 2024 Main
How Do Your Code LLMs Perform? Empowering Code Instruction Tuning with High-Quality Data2409.03810v1 · Yejie Wang, Keqing He, Dayuan Fu et al.2024 · 1 citationarXiv
DotaMath: Decomposition of Thought with Code Assistance and Self-correction for Mathematical Reasoning2407.04078v3 · Chengpeng Li, Guanting Dong, Mingfeng Xue et al.2024 · 4 citationsarXiv
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?2407.01284v1 · Runqi Qiao, Qiuna Tan, Guanting Dong et al.2024 · 13 citationsarXiv
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation2406.18676v2 · Guanting Dong, Yutao Zhu, Chenghao Zhang et al.2024 · 34 citationsarXiv
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models2406.13542v3 · Guanting Dong, Keming Lu, Chengpeng Li et al.2024 · 5 citationsarXiv
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery2406.08587v2 · Xiaoshuai Song, Muxi Diao, Guanting Dong et al.2024 · 0 citationsarXiv
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research2405.13576v2 · Jiajie Jin, Yutao Zhu, Guanting Dong et al.2024 · 51 citationsarXiv
Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task2402.14494v3 · Jinxu Zhao, Guanting Dong, Yueyan Qiu et al.2024 · 0 citationsarXiv
PreAct: Prediction Enhances Agent's Planning Ability2402.11534v2 · Dayuan Fu, Jianzhao Huang, Siyuan Lu et al.2024 · 1 citationarXiv
Multi-Perspective Consistency Enhances Confidence Estimation in Large Language Models2402.11279v1 · Pei Wang, Yejie Wang, Muxi Diao et al.2024 · 0 citationsarXiv
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning2402.09136v1 · Yejie Wang, Keqing He, Guanting Dong et al.2024 · 2 citationsarXiv
Knowledge Editing on Black-box Large Language Models2402.08631v2 · Xiaoshuai Song, Zhengyang Wang, Keqing He et al.2024 · 0 citationsarXiv
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task2310.10169v1 · Guanting Dong, Tingfeng Hui, Zhuoma GongQue et al.2023 · 2 citationsarXiv
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT2310.10176v1 · Xiaoshuai Song, Keqing He, Pei Wang et al.2023 · 6 citationsarXiv
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction2310.10481v1 · Gang Zhao, Xiaocheng Gong, Xinjie Yang et al.2023 · 13 citationsarXiv
Type-aware Decoding via Explicitly Aggregating Event Information for Document-level Event Extraction2310.10487v1 · Gang Zhao, Yidong Shi, Shudong Lu et al.2023 · 0 citationsarXiv
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking2310.10520v3 · Yuxiang Wu, Guanting Dong, Weiran Xu2023 · 4 citationsarXiv
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models2310.08975v3 · Haoran Luo, Haihong E, Zichen Tang et al.2023 · 86 citationsACL 2024
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