Mengying Zhu

According to our database, Mengying Zhu authored at least 41 papers between 2016 and 2026.

Collaborative distances:

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

2026

Exploration of prognostic prediction models for renal cell carcinoma using diffusion relaxation correlation spectroscopic imaging.

Mengying Zhu, Yuansheng Luo, Xiaobin Wei, Jingli Chen, Shihang Pan, Guangyu Wu, Guiqin Liu

BMC Medical Imaging, December, 2026

Graph-based anomaly detection and smart maintenance QA system for large-scale digital service networks.

Bohao Qian, Mengying Zhu, Licheng Bao, Mengyuan Yang, Guanjun Xu, Jihai Liu, Kaiming Zhou, Xiaolin Zheng

Serv. Oriented Comput. Appl., June, 2026

A Zero-Training Data Cleaning System With Large Language Models.

Chen Yang, Kai Huang, Yue Wu, Yangyang Wu, Mengying Zhu, Xiaoye Miao, Meng Xi, Xiaolin Zheng, Jianwei Yin

IEEE Trans. Knowl. Data Eng., April, 2026

TADS: Task-Aware Data Selection for Multi-Task Multimodal Pre-Training.

Guanjie Cheng, Boyi Li, Lingyu Sun, Mengying Zhu, Yangyang Wu, Xinkui Zhao, Shuiguang Deng

CoRR, February, 2026

Cluster-Enhanced Dual Discrete Collaborative Filtering for Efficient Recommendation.

Fan Wang, Chaochao Chen, Weiming Liu, Lianyong Qi, Xuyun Zhang, Yanchao Tan, Mengying Zhu, Xiaolin Zheng

IEEE Trans. Knowl. Data Eng., January, 2026

E2PL: Effective and Efficient Prompt Learning for Incomplete Multi-view Multi-Label Class Incremental Learning.

Jiajun Chen, Yue Wu, Kai Huang, Wen Xi, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi, Guanjie Cheng

CoRR, January, 2026

FeedGuard: Online Critic-Guided Reinforcement Learning with Privacy-Preserving Feedback for Recommendation.

Mengying Zhu, Feiyue Chen, Lifan Jiang, Mengyuan Yang, Yangyang Wu, Guanjie Cheng, Xiaolin Zheng

Proceedings of the ACM Web Conference 2026, 2026

E2PL: Effective and Efficient Prompt Learning for Incomplete Multi-view Multi-Label Class Incremental Learning.

Jiajun Chen, Yue Wu, Kai Huang, Wenxi Zhao, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi, Guanjie Cheng

Proceedings of the ACM Web Conference 2026, 2026

TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domains.

Yidan Sun, Mengying Zhu, Feiyue Chen, Yangyang Wu, Xiaolei Dan, Mengyuan Yang, Xiaolin Zheng, Shenglin Ben

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data.

Shuo Shi, Jinghuai Zhang, Shijie Jiang, Chunyi Zhou, Yuyuan Li, Mengying Zhu, Yangyang Wu, Tianyu Du

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

DAPrompt: Dual Alignment Prompt of Structure and Semantics for Few-shot Graph Learning.

Lifan Jiang, Mengying Zhu, Yangyang Wu, Xuan Liu, Xiaolin Zheng, Shenglin Ben

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping.

Guanjie Cheng, Mengzhen Yang, Xinkui Zhao, Shuyi Yu, Tianyu Du, Yangyang Wu, Mengying Zhu, Shuiguang Deng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

DyC-STG: Dynamic Causal Spatio-Temporal Graph Network for Real-time Data Credibility Analysis in IoT.

Guanjie Cheng, Boyi Li, Peihan Wu, Feiyi Chen, Xinkui Zhao, Mengying Zhu, Shuiguang Deng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domain.

Yidan Sun, Mengying Zhu, Feiyue Chen, Yangyang Wu, Xiaolei Dan, Mengyuan Yang, Xiaolin Zheng, Shenglin Ben

CoRR, November, 2025

ALPINE: A Lightweight and Adaptive Privacy-Decision Agent Framework for Dynamic Edge Crowdsensing.

Guanjie Cheng, Siyang Liu, Junqin Huang, Xinkui Zhao, Yin Wang, Mengying Zhu, Linghe Kong, Shuiguang Deng

CoRR, October, 2025

SPIN: Sparse Portfolio Strategy With Irregular News in Fluctuating Markets.

Mengying Zhu, Mengyuan Yang, Yan Wang, Fei Wu, Qianqiao Liang, Chaochao Chen, Hua Wei, Xiaolin Zheng

IEEE Trans. Knowl. Data Eng., June, 2025

Dual Structure-guided Contrastive Network for Incomplete Multi-view Partial Multi-label Classification.

Kaixin Xu, Yangyang Wu, Shijun Wu, Xiaoye Miao, Guoqing Chao, Mengying Zhu, Meng Xi, Xinkui Zhao

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

General Incomplete Time Series Analysis via Patch Dropping Without Imputation.

Yangyang Wu, Yi Yuan, Mengying Zhu, Xiaoye Miao, Meng Xi

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

D ${ }^{3}$: Delayed Default-Intention Based Default Prediction in Financial Loan Service.

Mengying Zhu, Mengyuan Yang, Guanjie Cheng, Guofang Ma

Proceedings of the IEEE International Conference on Web Services, 2025

A Zero-Training Error Correction System with Large Language Models.

Yangyang Wu, Chen Yang, Mengying Zhu, Xiaoye Miao, Wei Ni, Meng Xi, Xinkui Zhao, Jianwei Yin

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

TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities.

Jiajun Chen, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi

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

A Transform-Domain Approach with Symmetric and Edge Constraints for MRI Super-Resolution.

Han Zhang, Yu Lu, Ran Wang, Dian Ding, Mengying Zhu, Shengyun He, Ling Ma, Yi-Chao Chen, Ruokun Li, Shikui Tu, Guangyu Wu, Guangtao Xue

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Blind Deblurring Method for CASEarth Multispectral Images Based on Inter-Band Gradient Similarity Prior.

Mengying Zhu, Jiayin Liu, Feng Wang

Sensors, October, 2024

HEDGE: Heterogeneous Semantic Dynamic Graph Framework for Log Anomaly Detection in Digital Service Network.

Bohao Qian, Mengying Zhu, Mengyuan Yang, Enze Wu, Guojie Xie, Yuebing Liang, Xiaolin Zheng

Proceedings of the IEEE International Conference on Web Services, 2024

ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction.

Mengpu Liu, Mengying Zhu, Xiuyuan Wang, Guofang Ma, Jianwei Yin, Xiaolin Zheng

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward.

Mengyuan Yang, Mengying Zhu, Yan Wang, Linxun Chen, Yilei Zhao, Xiuyuan Wang, Bing Han, Xiaolin Zheng, Jianwei Yin

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion.

Menghan Wang, Jinming Yang, Yuchen Guo, Yuming Shen, Mengying Zhu, Yanlin Wang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Deep Hashing-based Dynamic Stock Correlation Estimation via Normalizing Flow.

Xiaolin Zheng, Mengpu Liu, Mengying Zhu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Spotlight News Driven Quantitative Trading Based on Trajectory Optimization.

Mengyuan Yang, Mengying Zhu, Qianqiao Liang, Xiaolin Zheng, Menghan Wang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective.

Qianqiao Liang, Mengying Zhu, Yan Wang, Xiuyuan Wang, Wanjia Zhao, Mengyuan Yang, Hua Wei, Bing Han, Xiaolin Zheng

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

WISE: Wavelet based Interpretable Stock Embedding for Risk-Averse Portfolio Management.

Mengying Zhu, Yan Wang, Fei Wu, Mengyuan Yang, Cheng Chen, Qianqiao Liang, Xiaolin Zheng

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

A Smart Trader for Portfolio Management based on Normalizing Flows.

Mengyuan Yang, Xiaolin Zheng, Qianqiao Liang, Bing Han, Mengying Zhu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation.

Fan Wang, Weiming Liu, Chaochao Chen, Mengying Zhu, Xiaolin Zheng

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

O³ERS: An explainable recommendation system with online learning, online recommendation, and online explanation.

Qianqiao Liang, Xiaolin Zheng, Yan Wang, Mengying Zhu

Inf. Sci., 2021

An Adaptive News-Driven Method for CVaR-sensitive Online Portfolio Selection in Non-Stationary Financial Markets.

Qianqiao Liang, Mengying Zhu, Xiaolin Zheng, Yan Wang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit.

Mengying Zhu, Xiaolin Zheng, Yan Wang, Qianqiao Liang, Wenfang Zhang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

FinBrain: when finance meets AI 2.0.

Xiaolin Zheng, Mengying Zhu, Qibing Li, Chaochao Chen, Yanchao Tan

Frontiers Inf. Technol. Electron. Eng., 2019

Adaptive Portfolio by Solving Multi-armed Bandit via Thompson Sampling.

Mengying Zhu, Xiaolin Zheng, Yan Wang, Yuyuan Li, Qianqiao Liang

CoRR, 2019

2017

Investment Recommendation with Total Capital Value Maximization in Online P2P Lending.

Yanchao Tan, Xiaolin Zheng, Mengying Zhu, Chaohui Wang, Zhifeng Zhu, Lifeng Yu

Proceedings of the 14th IEEE International Conference on e-Business Engineering, 2017

2016

Recommender System with Composite Social Trust Networks.

Chaochao Chen, Xiaolin Zheng, Mengying Zhu, Litao Xiao

Int. J. Web Serv. Res., 2016

P2P Lending Platforms Bankruptcy Prediction Using Fuzzy SVM with Region Information.

Menghan Wang, Xiaolin Zheng, Mengying Zhu, Zhongkai Hu

Proceedings of the 13th IEEE International Conference on e-Business Engineering, 2016