Guanting Dong

Orcid: 0000-0002-2318-0281

Affiliations:

Renmin University of China, Gaoling School of Artificial Intelligence, Beijing, China (PhD)
Beijing University of Posts and Telecommunications, Beijing, China (2017 - 2024)

According to our database¹, Guanting Dong authored at least 88 papers between 2022 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation.

[BibT_eX]

[DOI]

CoRR, May, 2026

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence.

[BibT_eX]

[DOI]

CoRR, April, 2026

OmniGAIA: Towards Native Omni-Modal AI Agents.

[BibT_eX]

[DOI]

CoRR, February, 2026

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis.

[BibT_eX]

[DOI]

CoRR, January, 2026

SmartSearch: Process Reward-Guided Query Refinement for Search Agents.

[BibT_eX]

[DOI]

Tongyu Wen

Guanting Dong

Zhicheng Dou

CoRR, January, 2026

DeepAgent: A General Reasoning Agent with Scalable Toolsets.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

DecIF: Improving Instruction-Following through Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration.

[BibT_eX]

[DOI]

Yifei Chen

Guanting Dong

Zhicheng Dou

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

V-Thinker: Interactive Thinking with Images.

[BibT_eX]

[DOI]

CoRR, November, 2025

ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use.

[BibT_eX]

[DOI]

Mengjie Deng

Guanting Dong

Zhicheng Dou

CoRR, October, 2025

DeepAgent: A General Reasoning Agent with Scalable Toolsets.

[BibT_eX]

[DOI]

CoRR, October, 2025

Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, October, 2025

Agentic Entropy-Balanced Policy Optimization.

[BibT_eX]

[DOI]

CoRR, October, 2025

Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning.

[BibT_eX]

[DOI]

Yifei Chen

Guanting Dong

Zhicheng Dou

CoRR, September, 2025

Revisiting RAG Ensemble: A Theoretical and Mechanistic Analysis of Multi-RAG System Collaboration.

[BibT_eX]

[DOI]

CoRR, August, 2025

We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning.

[BibT_eX]

[DOI]

CoRR, August, 2025

Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization.

[BibT_eX]

[DOI]

CoRR, August, 2025

Agentic Reinforced Policy Optimization.

[BibT_eX]

[DOI]

CoRR, July, 2025

Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search.

[BibT_eX]

[DOI]

CoRR, July, 2025

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, June, 2025

Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, May, 2025

Hierarchical Document Refinement for Long-context Retrieval-augmented Generation.

[BibT_eX]

[DOI]

CoRR, May, 2025

INSNER: A generative instruction-based prompting method for boosting performance in few-shot NER.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2025

Towards robust and generalizable training: An empirical study of noisy slot filling for input perturbations.

[BibT_eX]

[DOI]

Neurocomputing, 2025

Assessing and Post-Processing Black Box Large Language Models for Knowledge Editing.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2025, 2025

FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2025, 2025

WebThinker: Empowering Large Reasoning Models with Deep Research Capability.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

OCR-Critic: Aligning Multimodal Large Language Models' Perception through Critical Feedback.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Search-o1: Agentic Search-Enhanced Large Reasoning Models.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

PreAct: Prediction Enhances Agent's Planning Ability.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Unlocking the Potential of Smaller Language Models as Superior Instruction Evolvers.

[BibT_eX]

[DOI]

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Hierarchical Document Refinement for Long-context Retrieval-augmented Generation.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Progressive Multimodal Reasoning via Active Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models.

[BibT_eX]

[DOI]

CoRR, 2024

Smaller Language Models Are Better Instruction Evolvers.

[BibT_eX]

[DOI]

CoRR, 2024

CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Toward General Instruction-Following Alignment for Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, 2024

How Do Your Code LLMs Perform? Empowering Code Instruction Tuning with High-Quality Data.

[BibT_eX]

[DOI]

CoRR, 2024

Qwen2 Technical Report.

[BibT_eX]

[DOI]

CoRR, 2024

DotaMath: Decomposition of Thought with Code Assistance and Self-correction for Mathematical Reasoning.

[BibT_eX]

[DOI]

CoRR, 2024

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?

[BibT_eX]

[DOI]

CoRR, 2024

PreAct: Predicting Future in ReAct Enhances Agent's Planning Ability.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-Perspective Consistency Enhances Confidence Estimation in Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning.

[BibT_eX]

[DOI]

CoRR, 2024

Knowledge Editing on Black-box Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Type-Aware Decoding Via Explicitly Aggregating Event Information for Document-Level Event Extraction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-Training for Noisy Slot Filling Task.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

OccuQuest: Mitigating Occupational Bias for Inclusive Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Query and Response Augmentation Cannot Help Out-of-domain Math Reasoning Generalization.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations.

[BibT_eX]

[DOI]

CoRR, 2023

InstructERC: Reforming Emotion Recognition in Conversation with a Retrieval Multi-task LLMs Framework.

[BibT_eX]

[DOI]

CoRR, 2023

Scaling Relationship on Learning Mathematical Reasoning with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Revisit Out-Of-Vocabulary Problem for Slot Filling: A Unified Contrastive Frameword with Multi-level Data Augmentations.

[BibT_eX]

[DOI]

CoRR, 2023

Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2023

Watch the Speakers: A Hybrid Continuous Attribution Network for Emotion Recognition in Conversation With Emotion Disentanglement.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Improving Few-Shot Performance of DST Model Through Multitask to Better Serve Language-Impaired People.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Revisit Out-Of-Vocabulary Problem For Slot Filling: A Unified Contrastive Framework With Multi-Level Data Augmentations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking.

[BibT_eX]

[DOI]

Yuxiang Wu

Guanting Dong

Weiran Xu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems.

[BibT_eX]

[DOI]

CoRR, 2022

A Robust Contrastive Alignment Method for Multi-Domain Text Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Guanting Dong

Timeline

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