Jintian Zhang

According to our database, Jintian Zhang authored at least 20 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Exploring Autonomous Agentic Data Engineering for Model Specialization.

Yujie Luo, Xiangyuan Ru, Jingsheng Zheng, Jingjing Wang, Yuqi Zhu, Jintian Zhang, Runnan Fang, Kewei Xu, Ye Liu, Zheng Wei, Jiang Bian, Zang Li, Shumin Deng

CoRR, May, 2026

LightThinker++: From Reasoning Compression to Memory Management.

Yuqi Zhu, Jintian Zhang, Zhenjie Wan, Yujie Luo, Shuofei Qiao, Zhengke Gui, Da Zheng, Lei Liang, Huajun Chen, Ningyu Zhang

CoRR, April, 2026

Can We Predict Before Executing Machine Learning Agents?

Jingsheng Zheng, Jintian Zhang, Yujie Luo, Yuren Mao, Yunjun Gao, Lun Du, Huajun Chen, Ningyu Zhang

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

Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study.

Yuqi Zhu, Yi Zhong, Jintian Zhang, Ziheng Zhang, Shuofei Qiao, Yujie Luo, Lun Du, Da Zheng, Ningyu Zhang, Huajun Chen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

InnoGym: Benchmarking the Innovation Potential of AI Agents.

Jintian Zhang, Kewei Xu, Jingsheng Zheng, Zhuoyun Yu, Yuqi Zhu, Yujie Luo, Lanning Wei, Shuofei Qiao, Lun Du, Da Zheng, Shumin Deng, Huajun Chen, Ningyu Zhang

CoRR, December, 2025

Scaling Generalist Data-Analytic Agents.

Shuofei Qiao, Yanqiu Zhao, Zhisong Qiu, Xiaobin Wang, Jintian Zhang, Zhao Bin, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen

CoRR, September, 2025

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science.

Yixin Ou, Yujie Luo, Jingsheng Zheng, Lanning Wei, Shuofei Qiao, Jintian Zhang, Da Zheng, Huajun Chen, Ningyu Zhang

CoRR, June, 2025

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey.

Da Zheng, Lun Du, Junwei Su, Yuchen Tian, Yuqi Zhu, Jintian Zhang, Lanning Wei, Ningyu Zhang, Huajun Chen

CoRR, May, 2025

An Enhanced Certificateless Blockchain-Assisted Authentication and Key Agreement Protocol for Internet of Drones.

Jintian Zhang, Xingxing Chen, Qingfeng Cheng, Xiaofeng Chen, Xiangyang Luo

IEEE Trans. Netw. Sci. Eng., 2025

CSAP-IoD: A Chaotic Map-Based Secure Authentication Protocol for Internet of Drones.

Jintian Zhang, Qingfeng Cheng, Xiaofeng Chen, Xiangyang Luo

IEEE Trans. Inf. Forensics Secur., 2025

LightThinker: Thinking Step-by-Step Compression.

Jintian Zhang, Yuqi Zhu, Mengshu Sun, Yujie Luo, Shuofei Qiao, Lun Du, Da Zheng, Huajun Chen, Ningyu Zhang

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

2024

A Comprehensive Study of Knowledge Editing for Large Language Models.

Ningyu Zhang, Yunzhi Yao, Bozhong Tian, Peng Wang, Shumin Deng, Mengru Wang, Zekun Xi, Shengyu Mao, Jintian Zhang, Yuansheng Ni, Siyuan Cheng, Ziwen Xu, Xin Xu, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Lei Liang, Zhiqiang Zhang, Xiaowei Zhu, Jun Zhou, Huajun Chen

CoRR, 2024

OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System.

Ningyu Zhang, Zekun Xi, Yujie Luo, Peng Wang, Bozhong Tian, Yunzhi Yao, Jintian Zhang, Shumin Deng, Mengshu Sun, Lei Liang, Zhiqiang Zhang, Xiaowei Zhu, Jun Zhou, Huajun Chen

Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024

InstructIE: A Bilingual Instruction-based Information Extraction Dataset.

Honghao Gui, Shuofei Qiao, Jintian Zhang, Hongbin Ye, Mengshu Sun, Lei Liang, Jeff Z. Pan, Huajun Chen, Ningyu Zhang

Proceedings of the Semantic Web - ISWC 2024, 2024

OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.

Jintian Zhang, Cheng Peng, Mengshu Sun, Xiang Chen, Lei Liang, Zhiqiang Zhang, Jun Zhou, Huajun Chen, Ningyu Zhang

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

Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View.

Jintian Zhang, Xin Xu, Ningyu Zhang, Ruibo Liu, Bryan Hooi, Shumin Deng

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

2023

Agents: An Open-source Framework for Autonomous Language Agents.

Wangchunshu Zhou, Yuchen Eleanor Jiang, Long Li, Jialong Wu, Tiannan Wang, Shi Qiu, Jintian Zhang, Jing Chen, Ruipu Wu, Shuai Wang, Shiding Zhu, Jiyu Chen, Wentao Zhang, Ningyu Zhang, Huajun Chen, Peng Cui, Mrinmaya Sachan

CoRR, 2023

InstructIE: A Bilingual Instruction-based Information Extraction Dataset.

Honghao Gui, Shuofei Qiao, Jintian Zhang, Hongbin Ye, Mengshu Sun, Lei Liang, Huajun Chen, Ningyu Zhang

CoRR, 2023

Continual Multimodal Knowledge Graph Construction.

Xiang Chen, Jintian Zhang, Xiaohan Wang, Tongtong Wu, Shumin Deng, Yongheng Wang, Luo Si, Huajun Chen, Ningyu Zhang

CoRR, 2023

2018

Controlling Bifurcations in Fractional-Delay Systems with Colored Noise.

Jintian Zhang, Zhongkui Sun, Xiaoli Yang, Wei Xu

Int. J. Bifurc. Chaos, 2018