Qintong Li

Joined

March 2020

Names

Qintong Li (Preferred)

Emails

****@outlook.com (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, The University of Hong Kong (hku.hk)

2021 – 2025

MS student

Shandong University (sdu.edu.cn)

2018 – 2021

Undergrad student

Shandong University (sdu.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Lingpeng Kong

Present

Expertise

Machine Learning

2018 – Present

Natural Language Processing

2018 – Present

Publications

ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
Qiushi Sun, Zhoumianze Liu, Chang Ma, Zichen Ding, Fangzhi Xu, Zhangyue Yin, Haiteng Zhao, Zhenyu Wu, Kanzhi Cheng, Zhaoyang Liu, Jianing Wang, Qintong Li, Xiangru Tang, Tianbao Xie, Xiachong Feng, Xiang Li, Ben Kao, Wenhai Wang, Biqing Qi, Lingpeng Kong et al. (1 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
Qiushi Sun, Zhoumianze Liu, Chang Ma, Zichen Ding, Fangzhi Xu, Zhangyue Yin, Haiteng Zhao, Zhenyu Wu, Kanzhi Cheng, Zhaoyang Liu, Jianing Wang, Qintong Li, Robert Tang, Tianbao Xie, Xiachong Feng, Xiang Li, Ben Kao, Wenhai Wang, Biqing Qi, Lingpeng Kong et al. (1 additional authors not shown)
- WCUA 2025 Oral
- Readers: Everyone
DynaAct: Large Language Model Reasoning with Dynamic Action Spaces
Xueliang Zhao, Wei Wu, Jian Guan, Qintong Li, Lingpeng Kong
- NeurIPS 2025 poster
- Readers: Everyone
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning
Sheng Wang, Pengan CHEN, Jingqi Zhou, Qintong Li, Jingwei Dong, Jiahui Gao, Boyang XUE, Jiyue Jiang, Lingpeng Kong, Chuan Wu
- NeurIPS 2025 spotlight
- Readers: Everyone
Activation-Guided Consensus Merging for Large Language Models
Yuxuan Yao, Shuqi LIU, Zehua Liu, Qintong Li, Mingyang LIU, Xiongwei Han, Zhijiang Guo, Han Wu, Linqi Song
- NeurIPS 2025 poster
- Readers: Everyone
Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration
Qintong Li, Jiahui Gao, Sheng Wang, Renjie Pi, Xueliang Zhao, Chuan Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong
- ICLR 2025 Poster
- Readers: Everyone
Retrieved Sequence Augmentation for Protein Representation Learning
Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Lingpeng Kong
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment
Jiyue Jiang, Sheng Wang, Qintong Li, Lingpeng Kong, Chuan Wu
- Published: 01 Jan 2023, Last Modified: 18 May 2023
- CoRR 2023
- Readers: Everyone
ZEROGEN: Efficient Zero-shot Learning via Dataset Generation
Jiacheng Ye, Jiahui Gao, Qintong Li, Jiangtao Feng, Zhiyong Wu, Tao Yu, Lingpeng Kong
- 30 Sept 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
ZeroGen: Efficient Zero-shot Learning via Dataset Generation
Jiacheng Ye, Jiahui Gao, Qintong Li, Hang Xu, Jiangtao Feng, Zhiyong Wu, Tao Yu, Lingpeng Kong
- 2022 (modified: 06 Oct 2022)
- CoRR 2022
- Readers: Everyone

View all 20 publications

Co-Authors

View all 64 co-authors