Qi Zhang

According to our database, Qi Zhang authored at least 19 papers between 2020 and 2026.

Collaborative distances:

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

2026

From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment.

Hao Chen, Qi Zhang, Liyao Li, Zhanming Shen, Wentao Ye, Lirong Gao, Ningtao Wang, Xing Fu, Xiaoyu Shen, Junbo Zhao

CoRR, May, 2026

W2S: Weak-to-Strong Prompt Correction for Large Language Models.

Lirong Gao, Xinyi Wang, Hao Chen, Ru Peng, Qi Zhang, Yiming Zhang, Wentao Ye, Haoze Li, Haobo Wang, Junbo Zhao

Mach. Learn., March, 2026

Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph.

Lirong Gao, Zewei Yu, Zhongrui Yin, Qi Zhang, Yuke Zhu, Bo Zheng, Haobo Wang, Junbo Zhao, Gang Chen, Sheng Guo

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

2025

ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models.

Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao

CoRR, May, 2025

Algorithm and Product Generation of a Global Ionospheric Tomography Model Based on Multisource Data.

Ruitao Chu, Yibin Yao, Jian Kong, Ying Ye, Wenjie Peng, Qi Zhang

IEEE Trans. Geosci. Remote. Sens., 2025

Retrieving all-weather precipitable water vapor using near-infrared and thermal infrared observations.

Zheng Du, Bao Zhang, Yibin Yao, Qingzhi Zhao, Chaoqian Xu, Qi Zhang, Hongming Li, Quanyu Chen

Int. J. Appl. Earth Obs. Geoinformation, 2025

LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization.

Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao

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

D.Va: Validate Your Demonstration First Before You Use It.

Qi Zhang, Zhiqing Xiao, Ruixuan Xiao, Lirong Gao, Junbo Zhao

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

ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models.

Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Tightly coupled multi-frequency PPP-RTK/INS integration model and its application in an urban environment.

Hang Zhu, Yibin Yao, Xiongwei Ma, Qi Zhang

Geo spatial Inf. Sci., September, 2024

TableGPT2: A Large Multimodal Model with Tabular Data Integration.

Aofeng Su, Aowen Wang, Chao Ye, Chen Zhou, Ga Zhang, Gang Chen, Guangcheng Zhu, Haobo Wang, Haokai Xu, Hao Chen, Haoze Li, Haoxuan Lan, Jiaming Tian, Jing Yuan, Junbo Zhao, Junlin Zhou, Kaizhe Shou, Liangyu Zha, Lin Long, Liyao Li, Pengzuo Wu, Qi Zhang, Qingyi Huang, Saisai Yang, Tao Zhang, Wentao Ye, Wufang Zhu, Xiaomeng Hu, Xijun Gu, Xinjie Sun, Xiang Li, Yuhang Yang, Zhiqing Xiao

CoRR, 2024

RECOST: External Knowledge Guided Data-efficient Instruction Tuning.

Qi Zhang, Yiming Zhang, Haobo Wang, Junbo Zhao

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

2023

A New GNSS TEC Neural Network Prediction Algorithm With the Data Fusion of Physical Observation.

Qi Zhang, Yibin Yao, Jian Kong, Xiongwei Ma, Hang Zhu

IEEE Trans. Geosci. Remote. Sens., 2023

Analysis of Polar Ionosphere Anomaly of Interplanetary Shock Events Based on GNSS TEC.

Ran Cui, Jian Kong, Yibin Yao, Chen Zhou, Qingshan Shen, Qi Zhang, Jiachun An

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Towards Domain-Specific Features Disentanglement for Domain Generalization.

Hao Chen, Qi Zhang, Zenan Huang, Haobo Wang, Junbo Zhao

CoRR, 2023

Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning.

Hao Chen, Yiming Zhang, Qi Zhang, Hantao Yang, Xiaomeng Hu, Xuetao Ma, Yifan Yanggong, Junbo Zhao

CoRR, 2023

2022

An Improved MODIS NIR PWV Retrieval Algorithm Based on an Artificial Neural Network Considering the Land-Cover Types.

Xiongwei Ma, Yibin Yao, Bao Zhang, Yuxin Qin, Qi Zhang, Hang Zhu

IEEE Trans. Geosci. Remote. Sens., 2022

2021

Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic.

Zihuai Guo, Yibin Yao, Jian Kong, Gang Chen, Chen Zhou, Qi Zhang, Lulu Shan, Chen Liu

Sensors, 2021

2020

Development of Global Tropospheric Empirical Correction Model with High Temporal Resolution.

Chaoqian Xu, Yibin Yao, Junbo Shi, Qi Zhang, Wenjie Peng

Remote. Sens., 2020