Guanting Dong

2026

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

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

Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

DeepAgent: A General Reasoning Agent with Scalable Toolsets.

Xiaoxi Li|Wenxiang Jiao|Jiarui Jin|Guanting Dong|Jiajie Jin|Yinuo Wang|Hao Wang|Yutao Zhu|Ji-Rong Wen|Yuan Lu|Zhicheng Dou

Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

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

Peiwen Zhao|Chong Feng|Peiguang Li|Guanting Dong|Sirui Wang

Information Processing and Management 2025 Volume 62 Issue 3

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

Tingfeng Hui|Lulu Zhao|Guanting Dong|Yaqi Zhang|Sen Su

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

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

Guanting Dong|Yutao Zhu|Chenghao Zhang|Zechen Wang|Ji-Rong Wen|Zhicheng Dou

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

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

Xiaoshuai Song|Zhengyang Wang|Keqing He|Guanting Dong|Yutao Mou|Jinxu Zhao|Weiran Xu

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

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

Jiajie Jin|Yutao Zhu|Zhicheng Dou|Guanting Dong|Xinyu Yang|Chenghao Zhang|Tong Zhao|Zhao Yang|Ji-Rong Wen

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2023

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

Guanting Dong|Rumei Li|Sirui Wang|Yupeng Zhang|Yunsen Xian|Weiran Xu

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

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

Guanting Dong|Zechen Wang|Jinxu Zhao|Gang Zhao|Daichi Guo|Dayuan Fu|Tingfeng Hui|Chen Zeng|Keqing He|Xuefeng Li|Liwen Wang|Xinyue Cui|Weiran Xu

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023