Guanting Dong

33 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2318-0281 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×13 WWW ×5 SIGIR ×4 EMNLP ×3 ICLR ×2 NAACL ×2 AAAI ×1 ACM MM ×1 CIKM ×1 NeurIPS ×1

Frequent coauthors

Zhicheng Dou

×18

Yutao Zhu

×13

Ji-Rong Wen

×11

Jiajie Jin

×9

Xiaoxi Li

×8

Xiaoshuai Song

×5

Runqi Qiao

×5

Chenghao Zhang

×4

Weiran Xu

×4

Muxi Diao

×4

Zhuoma Gongque

×4

Qiuna Tan

×4

Papers

DecIF: Improving Instruction-Following through Decomposition
ACL 2026 ·
Tingfeng Hui
,
Pengyu Zhu
,
Bowen Ping
,
Ling Tang
, Guanting Dong,
Yaqi Zhang
,
Sen Su
DeepAgent: A General Reasoning Agent with Scalable Toolsets
WWW 2026 ·
Xiaoxi Li
,
Wenxiang Jiao
,
Jiarui Jin
, Guanting Dong,
Jiajie Jin
,
Yinuo Wang
,
Hao Wang
,
Yutao Zhu
,
Ji-Rong Wen
,
Yuan Lu
,
Zhicheng Dou
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration
ACL 2026 ·
Yifei Chen
, Guanting Dong,
Zhicheng Dou
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis
ACL 2026 ·
Xiaoshuai Song
,
Haofei Chang
, Guanting Dong,
Yutao Zhu
,
Ji-Rong Wen
,
Zhicheng Dou
HiRA: Decoupling Planning and Execution with Hierarchical Reasoning in Deep Search
SIGIR 2026 ·
Jiajie Jin
,
Xiaoxi Li
,
Yuyao Zhang
, Guanting Dong,
Zhao Yang
,
Yutao Zhu
,
Zhicheng Dou
SmartSearch: Process Reward-Guided Query Refinement for Search Agents
SIGIR 2026 ·
Tongyu Wen
, Guanting Dong,
Zhicheng Dou
Tool-Star: Empowering Multi-Tool Collaborative Web Agent via Reinforcement Learning
SIGIR 2026 · Guanting Dong,
Yifei Chen
,
Xiaoxi Li
,
Jiajie Jin
,
Hongjin Qian
,
Yutao Zhu
,
Hangyu Mao
,
Guorui Zhou
,
Zhicheng Dou
,
Ji-Rong Wen
ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use
ACL 2026 ·
Mengjie Deng
, Guanting Dong,
Zhicheng Dou
Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning
WWW 2026 · Guanting Dong,
Licheng Bao
,
Zhongyuan Wang
,
Kangzhi Zhao
,
Xiaoxi Li
,
Jiajie Jin
,
Jinghan Yang
,
Hangyu Mao
,
Fuzheng Zhang
,
Kun Gai
,
Guorui Zhou
,
Yutao Zhu
,
Ji-Rong Wen
,
Zhicheng Dou
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
SIGIR 2026 ·
Chenghao Zhang
, Guanting Dong,
Xinyu Yang
,
Zhicheng Dou
Assessing and Post-Processing Black Box Large Language Models for Knowledge Editing
WWW 2025 ·
Xiaoshuai Song
,
Zhengyang Wang
,
Keqing He
, Guanting Dong,
Yutao Mou
,
Jinxu Zhao
,
Weiran Xu
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation
NAACL 2025 ·
Yiruo Cheng
,
Kelong Mao
,
Ziliang Zhao
, Guanting Dong,
Hongjin Qian
,
Yongkang Wu
,
Tetsuya Sakai
,
Ji-Rong Wen
,
Zhicheng Dou
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery
ICLR 2025 ·
Xiaoshuai Song
,
Muxi Diao
, Guanting Dong,
Zhengyang Wang
,
Yujia Fu
,
Runqi Qiao
,
Zhexu Wang
,
Dayuan Fu
,
Huangxuan Wu
,
Bin Liang
,
Weihao Zeng
,
Yejie Wang
,
Zhuoma Gongque
,
Jianing Yu
,
Qiuna Tan
,
Weiran Xu
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
WWW 2025 ·
Jiajie Jin
,
Yutao Zhu
,
Zhicheng Dou
, Guanting Dong,
Xinyu Yang
,
Chenghao Zhang
,
Tong Zhao
,
Zhao Yang
,
Ji-Rong Wen
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation
ACL 2025 ·
Jiajie Jin
,
Xiaoxi Li
, Guanting Dong,
Yuyao Zhang
,
Yutao Zhu
,
Yongkang Wu
,
Zhonghua Li
,
Ye Qi
,
Zhicheng Dou
OCR-Critic: Aligning Multimodal Large Language Models' Perception through Critical Feedback
ACM MM 2025 ·
Qiuna Tan
,
Runqi Qiao
, Guanting Dong,
Yifan Zhang
,
Minhui Wu
,
Jiapeng Wang
,
Miaoxuan Zhang
,
Yida Xu
,
Chong Sun
,
Chen Li
,
Honggang Zhang
Progressive Multimodal Reasoning via Active Retrieval
ACL 2025 · Guanting Dong,
Chenghao Zhang
,
Mengjie Deng
,
Yutao Zhu
,
Zhicheng Dou
,
Ji-Rong Wen
RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation
ACL 2025 · Guanting Dong,
Jiajie Jin
,
Xiaoxi Li
,
Yutao Zhu
,
Zhicheng Dou
,
Ji-Rong Wen
Search-o1: Agentic Search-Enhanced Large Reasoning Models
EMNLP 2025 ·
Xiaoxi Li
, Guanting Dong,
Jiajie Jin
,
Yuyao Zhang
,
Yujia Zhou
,
Yutao Zhu
,
Peitian Zhang
,
Zhicheng Dou
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
ICLR 2025 · Guanting Dong,
Keming Lu
,
Chengpeng Li
,
Tingyu Xia
,
Bowen Yu
,
Chang Zhou
,
Jingren Zhou
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation
AAAI 2025 · Guanting Dong,
Xiaoshuai Song
,
Yutao Zhu
,
Runqi Qiao
,
Zhicheng Dou
,
Ji-Rong Wen
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
WWW 2025 · Guanting Dong,
Yutao Zhu
,
Chenghao Zhang
,
Zechen Wang
,
Ji-Rong Wen
,
Zhicheng Dou
Unlocking the Potential of Smaller Language Models as Superior Instruction Evolvers
CIKM 2025 ·
Tingfeng Hui
,
Lulu Zhao
, Guanting Dong,
Yaqi Zhang
,
Sen Su
V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me
ACL 2025 ·
Runqi Qiao
,
Qiuna Tan
, Guanting Dong,
MinhuiWu MinhuiWu
,
Jiapeng Wang
,
Yifan Zhang
,
Zhuoma Gongque
,
Chong Sun
,
Yida Xu
,
Yadong Xue
,
Ye Tian
,
Zhimin Bao
,
Lan Yang
,
Chen Li
,
Honggang Zhang
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?
ACL 2025 ·
Runqi Qiao
,
Qiuna Tan
, Guanting Dong,
Minhui Wu
,
Chong Sun
,
Xiaoshuai Song
,
Jiapeng Wang
,
Zhuoma Gongque
,
Shanglin Lei
,
Yifan Zhang
,
Zhe Wei
,
Miaoxuan Zhang
,
Runfeng Qiao
,
Xiao Zong
,
Yida Xu
,
Peiqing Yang
,
Zhimin Bao
,
Muxi Diao
,
Chen Li
,
Honggang Zhang
WebThinker: Empowering Large Reasoning Models with Deep Research Capability
NeurIPS 2025 ·
Xiaoxi Li
,
Jiajie Jin
, Guanting Dong,
Hongjin Qian
,
Yongkang Wu
,
Ji-Rong Wen
,
Yutao Zhu
,
Zhicheng Dou
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
ACL 2024 ·
Haoran Luo
,
Haihong E
,
Zichen Tang
,
Shiyao Peng
,
Yikai Guo
,
Wentai Zhang
,
Chenghao Ma
, Guanting Dong,
Meina Song
,
Wei Lin
,
Yifan Zhu
,
Anh Tuan Luu
Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning
NAACL 2024 ·
Ge Bai
,
Chenji Lu
,
Daichi Guo
,
Shilong Li
,
Ying Liu
,
Zhang Zhang
, Guanting Dong,
Ruifang Liu
,
Yong Sun
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning
ACL 2024 ·
Yejie Wang
,
Keqing He
, Guanting Dong,
Pei Wang
,
Weihao Zeng
,
Muxi Diao
,
Weiran Xu
,
Jingang Wang
,
Mengdi Zhang
,
Xunliang Cai
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
ACL 2024 · Guanting Dong,
Hongyi Yuan
,
Keming Lu
,
Chengpeng Li
,
Mingfeng Xue
,
Dayiheng Liu
,
Wei Wang
,
Zheng Yuan
,
Chang Zhou
,
Jingren Zhou
How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data
EMNLP 2024 ·
Yejie Wang
,
Keqing He
,
Dayuan Fu
,
Zhuoma Gongque
,
Heyang Xu
,
Yanxu Chen
,
Zhexu Wang
,
Yujia Fu
, Guanting Dong,
Muxi Diao
,
Jingang Wang
,
Mengdi Zhang
,
Xunliang Cai
,
Weiran Xu
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
EMNLP 2024 ·
Dayuan Fu
,
Biqing Qi
,
Yihuai Gao
,
Che Jiang
, Guanting Dong,
Bowen Zhou
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning
ACL 2024 ·
Chengpeng Li
,
Zheng Yuan
,
Hongyi Yuan
, Guanting Dong,
Keming Lu
,
Jiancan Wu
,
Chuanqi Tan
,
Xiang Wang
,
Chang Zhou