Zenan Zhou

According to our database, Zenan Zhou authored at least 44 papers between 2011 and 2026.

Collaborative distances:

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

2026

Toward Graph Data Collaboration in a Data-Sharing-Free Manner: A Novel Privacy-Preserving Graph Pretraining Model.

Jiarong Xu, Jiaan Wang, Zenan Zhou, Tian Lu

INFORMS J. Comput., 2026

A frequency mixing single-stream framework with LoRA prompt tuning for RGBD tracking.

Dawei Zhang, Kaiwei Jiang, Zhou Ou, Yufan Zhu, Zenan Zhou, Xiaowei He, Zhonglong Zheng, Jun Zhang

Neurocomputing, 2026

2025

EduFlow: Advancing MLLMs' Problem-Solving Proficiency through Multi-Stage, Multi-Perspective Critique.

Chenglin Zhu, Tao Zhang, Chong Li, Mingan Lin, Zenan Zhou, Jian Xie

CoRR, July, 2025

K12Vista: Exploring the Boundaries of MLLMs in K-12 Education.

Chong Li, Chenglin Zhu, Tao Zhang, Mingan Lin, Zenan Zhou, Jian Xie

CoRR, June, 2025

S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models.

Yuanbo Fang, Haoze Sun, Jun Liu, Tao Zhang, Zenan Zhou, Weipeng Chen, Xiaofen Xing, Xiangmin Xu

CoRR, May, 2025

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

Mingyang Chen, Tianpeng Li, Haoze Sun, Yijie Zhou, Chenzheng Zhu, Haofen Wang, Jeff Z. Pan, Wen Zhang, Huajun Chen, Fan Yang, Zenan Zhou, Weipeng Chen

CoRR, March, 2025

DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies.

Wei Song, Yuran Wang, Zijia Song, Yadong Li, Haoze Sun, Weipeng Chen, Zenan Zhou, Jianhua Xu, Jiaqi Wang, Kaicheng Yu

CoRR, March, 2025

Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction.

Tianpeng Li, Jun Liu, Tao Zhang, Yuanbo Fang, Da Pan, Mingrui Wang, Zheng Liang, Zehuan Li, Mingan Lin, Guosheng Dong, Jianhua Xu, Haoze Sun, Zenan Zhou, Weipeng Chen

CoRR, February, 2025

MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification.

Linzhuang Sun, Hao Liang, Jingxuan Wei, Bihui Yu, Tianpeng Li, Fan Yang, Zenan Zhou, Wentao Zhang

CoRR, February, 2025

Ocean-OCR: Towards General OCR Application via a Vision-Language Model.

Song Chen, Xinyu Guo, Yadong Li, Tao Zhang, Mingan Lin, Dongdong Kuang, Youwei Zhang, Lingfeng Ming, Fengyu Zhang, Yuran Wang, Jianhua Xu, Zenan Zhou, Weipeng Chen

CoRR, January, 2025

Med-R²: Crafting Trustworthy LLM Physicians through Retrieval and Reasoning of Evidence-Based Medicine.

Keer Lu, Zheng Liang, Da Pan, Shusen Zhang, Xin Wu, Weipeng Chen, Zenan Zhou, Guosheng Dong, Bin Cui, Wentao Zhang

CoRR, January, 2025

Social media meets FinTech platforms: How do online emotions support credit risk decision-making?

Zenan Zhou, Zhichen Chen, Yingjie Zhang, Tian Lu, Xianghua Lu

Decis. Support Syst., 2025

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

Mingyang Chen, Linzhuang Sun, Tianpeng Li, Haoze Sun, Yijie Zhou, Chenzheng Zhu, Haofen Wang, Jeff Z. Pan, Wen Zhang, Huajun Chen, Fan Yang, Zenan Zhou, Weipeng Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

MathScape: Benchmarking Multimodal Large Language Models in Real-World Mathematical Contexts.

Hao Liang, Linzhuang Sun, zhouminxuan zhouminxuan, Zirong Chen, Meiyi Qiang, Mingan Lin, Tianpeng Li, Fan Yang, Zenan Zhou, Wentao Zhang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

SysBench: Can LLMs Follow System Message?

Yanzhao Qin, Tao Zhang, Tao Zhang, Yanjun Shen, Wenjing Luo, Haoze Sun, Yan Zhang, Yujing Qiao, Weipeng Chen, Zenan Zhou, Wentao Zhang, Bin Cui

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning.

Mingyang Chen, Haoze Sun, Tianpeng Li, Fan Yang, Hao Liang, Keer Lu, Bin Cui, Wentao Zhang, Zenan Zhou, Weipeng Chen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

PAS: Plug-and-Play Prompt Augmentation System.

Miao Zheng, Hao Liang, Fan Yang, Bin Cui, Zenan Zhou, Wentao Zhang

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

DataSculpt: A Holistic Data Management Framework for Long-Context LLMs Training.

Keer Lu, Xiaonan Nie, Zheng Liang, Da Pan, Shusen Zhang, Keshi Zhao, Weipeng Chen, Zenan Zhou, Guosheng Dong, Bin Cui, Wentao Zhang

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

Training Data Distribution Estimation for Optimized Pre-training Data Management.

Hao Liang, Keshi Zhao, Yajie Yang, Bin Cui, Zenan Zhou, Wentao Zhang

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback.

Youquan Li, Miao Zheng, Fan Yang, Guosheng Dong, Bin Cui, Weipeng Chen, Zenan Zhou, Wentao Zhang

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

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge.

Yaqi Zhao, Yuanyang Yin, Lin Li, Mingan Lin, Victor Shea-Jay Huang, Siwei Chen, Weipeng Chen, Baoqun Yin, Zenan Zhou, Wentao Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

CFBench: A Comprehensive Constraints-Following Benchmark for LLMs.

Tao Zhang, Chenglin Zhu, Yanjun Shen, Wenjing Luo, Yan Zhang, Hao Liang, Fan Yang, Mingan Lin, Yujing Qiao, Weipeng Chen, Bin Cui, Wentao Zhang, Zenan Zhou

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

MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification.

Linzhuang Sun, Hao Liang, Jingxuan Wei, Bihui Yu, Tianpeng Li, Fan Yang, Zenan Zhou, Wentao Zhang

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

2024

EARNet: Error-Aware Reconstruction Network for no-reference image quality assessment.

Zhiheng Zhou, Zenan Zhou, Xiyuan Tao, Hongjie Chen, Zerui Yu, Yinglie Cao

Expert Syst. Appl., March, 2024

VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs.

Keer Lu, Keshi Zhao, Zheng Liang, Da Pan, Shusen Zhang, Xin Wu, Weipeng Chen, Zenan Zhou, Guosheng Dong, Bin Cui, Wentao Zhang

CoRR, 2024

Baichuan Alignment Technical Report.

Mingan Lin, Fan Yang, Yanjun Shen, Haoze Sun, Tianpeng Li, Tao Zhang, Chenzheng Zhu, Tao Zhang, Miao Zheng, Xu Li, Yijie Zhou, Mingyang Chen, Yanzhao Qin, Youquan Li, Hao Liang, Fei Li, Yadong Li, Mang Wang, Guosheng Dong, Kun Fang, Jianhua Xu, Bin Cui, Wentao Zhang, Zenan Zhou, Weipeng Chen

CoRR, 2024

FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback.

Youquan Li, Miao Zheng, Fan Yang, Guosheng Dong, Bin Cui, Weipeng Chen, Zenan Zhou, Wentao Zhang

CoRR, 2024

Baichuan-Omni Technical Report.

Yadong Li, Haoze Sun, Mingan Lin, Tianpeng Li, Guosheng Dong, Tao Zhang, Bowen Ding, Wei Song, Zhenglin Cheng, Yuqi Huo, Song Chen, Xu Li, Da Pan, Shusen Zhang, Xin Wu, Zheng Liang, Jun Liu, Keer Lu, Yaqi Zhao, Yanjun Shen, Fan Yang, Kaicheng Yu, Tao Lin, Jianhua Xu, Zenan Zhou, Weipeng Chen

CoRR, 2024

BEATS: Optimizing LLM Mathematical Capabilities with BackVerify and Adaptive Disambiguate based Efficient Tree Search.

Linzhuang Sun, Hao Liang, Jingxuan Wei, Bihui Yu, Conghui He, Zenan Zhou, Wentao Zhang

CoRR, 2024

Data Proportion Detection for Optimized Data Management for Large Language Models.

Hao Liang, Keshi Zhao, Yajie Yang, Bin Cui, Guosheng Dong, Zenan Zhou, Wentao Zhang

CoRR, 2024

DataSculpt: Crafting Data Landscapes for LLM Post-Training through Multi-objective Partitioning.

Keer Lu, Zheng Liang, Xiaonan Nie, Da Pan, Shusen Zhang, Keshi Zhao, Weipeng Chen, Zenan Zhou, Guosheng Dong, Wentao Zhang, Bin Cui

CoRR, 2024

BaichuanSEED: Sharing the Potential of ExtensivE Data Collection and Deduplication by Introducing a Competitive Large Language Model Baseline.

Guosheng Dong, Da Pan, Yiding Sun, Shusen Zhang, Zheng Liang, Xin Wu, Yanjun Shen, Fan Yang, Haoze Sun, Tianpeng Li, Mingan Lin, Jianhua Xu, Yufan Zhang, Xiaonan Nie, Lei Su, Bingning Wang, Wentao Zhang, Jiaxin Mao, Zenan Zhou, Weipeng Chen

CoRR, 2024

SysBench: Can Large Language Models Follow System Messages?

Yanzhao Qin, Tao Zhang, Yanjun Shen, Wenjing Luo, Haoze Sun, Yan Zhang, Yujing Qiao, Weipeng Chen, Zenan Zhou, Wentao Zhang, Bin Cui

CoRR, 2024

MathScape: Evaluating MLLMs in multimodal Math Scenarios through a Hierarchical Benchmark.

Minxuan Zhou, Hao Liang, Tianpeng Li, Zhiyu Wu, Mingan Lin, Linzhuang Sun, Yaqi Zhou, Yan Zhang, Xiaoqin Huang, Yicong Chen, Yujing Qiao, Weipeng Chen, Bin Cui, Wentao Zhang, Zenan Zhou

CoRR, 2024

CFBench: A Comprehensive Constraints-Following Benchmark for LLMs.

Tao Zhang, Yanjun Shen, Wenjing Luo, Yan Zhang, Hao Liang, Fan Yang, Mingan Lin, Yujing Qiao, Weipeng Chen, Bin Cui, Wentao Zhang, Zenan Zhou

CoRR, 2024

PAS: Data-Efficient Plug-and-Play Prompt Augmentation System.

Miao Zheng, Hao Liang, Fan Yang, Haoze Sun, Tianpeng Li, Lingchu Xiong, Yan Zhang, Youzhen Wu, Kun Li, Yanjun Shen, Mingan Lin, Tao Zhang, Guosheng Dong, Yujing Qiao, Kun Fang, Weipeng Chen, Bin Cui, Wentao Zhang, Zenan Zhou

CoRR, 2024

2023

Baichuan 2: Open Large-scale Language Models.

Aiyuan Yang, Bin Xiao, Bingning Wang, Borong Zhang, Ce Bian, Chao Yin, Chenxu Lv, Da Pan, Dian Wang, Dong Yan, Fan Yang, Fei Deng, Feng Wang, Feng Liu, Guangwei Ai, Guosheng Dong, Haizhou Zhao, Hang Xu, Haoze Sun, Hongda Zhang, Hui Liu, Jiaming Ji, Jian Xie, Juntao Dai, Kun Fang, Lei Su, Liang Song, Lifeng Liu, Liyun Ru, Luyao Ma, Mang Wang, Mickel Liu, MingAn Lin, Nuolan Nie, Peidong Guo, Ruiyang Sun, Tao Zhang, Tianpeng Li, Tianyu Li, Wei Cheng, Weipeng Chen, Xiangrong Zeng, Xiaochuan Wang, Xiaoxi Chen, Xin Men, Xin Yu, Xuehai Pan, Yanjun Shen, Yiding Wang, Yiyu Li, Youxin Jiang, Yuchen Gao, Yupeng Zhang, Zenan Zhou, Zhiying Wu

CoRR, 2023

2022

SAR Ground Moving Target Refocusing by Combining mRe³ Network and TVβ-LSTM.

Yuanyuan Zhou, Jun Shi, Chen Wang, Yao Hu, Zenan Zhou, Xiaqing Yang, Xiaoling Zhang, Shunjun Wei

IEEE Trans. Geosci. Remote. Sens., 2022

2021

Semisupervised Learning-Based SAR ATR via Self-Consistent Augmentation.

Chen Wang, Jun Shi, Yuanyuan Zhou, Xiaqing Yang, Zenan Zhou, Shunjun Wei, Xiaoling Zhang

IEEE Trans. Geosci. Remote. Sens., 2021

A Robust InSAR Phase Unwrapping Method via Phase Gradient Estimation Network.

Liming Pu, Xiaoling Zhang, Zenan Zhou, Liang Li, Liming Zhou, Jun Shi, Shunjun Wei

Remote. Sens., 2021

Gauss-guided patch-based deep convolutional neural networks for no-reference image quality assessment.

Zenan Zhou, Zhiheng Zhou, Junchu Huang

J. Intell. Fuzzy Syst., 2021

Binary Clustering for Deep Network Trained by Feature Growth.

Xiaqing Yang, Jun Shi, Chen Wang, Yuanyuan Zhou, Zenan Zhou, Tingjun Chen, Shunjun Wei, Xiaoling Zhang

IEEE Access, 2021

2020

A Phase Filtering Method with Scale Recurrent Networks for InSAR.

Liming Pu, Xiaoling Zhang, Zenan Zhou, Jun Shi, Shunjun Wei, Yuanyuan Zhou

Remote. Sens., 2020

2011

MaxFirst for MaxBRkNN.

Zenan Zhou, Wei Wu, Xiaohui Li, Mong-Li Lee, Wynne Hsu

Proceedings of the 27th International Conference on Data Engineering, 2011