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ORCIDMengying Zhu
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2020 – today
- 2026
[j8]Mengying Zhu, Yuansheng Luo, Xiaobin Wei, Jingli Chen, Shihang Pan, Guangyu Wu, Guiqin Liu:
Exploration of prognostic prediction models for renal cell carcinoma using diffusion relaxation correlation spectroscopic imaging. BMC Medical Imaging 26(1): 116 (2026)- [j7]Fan Wang
, Chaochao Chen, Weiming Liu, Lianyong Qi, Xuyun Zhang, Yanchao Tan, Mengying Zhu, Xiaolin Zheng:
Cluster-Enhanced Dual Discrete Collaborative Filtering for Efficient Recommendation. IEEE Trans. Knowl. Data Eng. 38(1): 138-151 (2026) - [j6]Chen Yang, Kai Huang, Yue Wu, Yangyang Wu, Mengying Zhu, Xiaoye Miao, Meng Xi, Xiaolin Zheng, Jianwei Yin:
A Zero-Training Data Cleaning System With Large Language Models. IEEE Trans. Knowl. Data Eng. 38(4): 2136-2149 (2026) - [c27]Guanjie Cheng, Boyi Li, Peihan Wu, Feiyi Chen, Xinkui Zhao, Mengying Zhu, Shuiguang Deng:
DyC-STG: Dynamic Causal Spatio-Temporal Graph Network for Real-time Data Credibility Analysis in IoT. AAAI 2026: 137-146 - [c26]Yidan Sun, Mengying Zhu, Feiyue Chen, Yangyang Wu, Xiaolei Dan, Mengyuan Yang, Xiaolin Zheng, Shenglin Ben:
TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domains. AAAI 2026: 1051-1059 - [c25]Shuo Shi, Jinghuai Zhang, Shijie Jiang, Chunyi Zhou, Yuyuan Li, Mengying Zhu, Yangyang Wu, Tianyu Du:
DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data. AAAI 2026: 8988-8996 - [c24]Guanjie Cheng, Mengzhen Yang, Xinkui Zhao, Shuyi Yu, Tianyu Du, Yangyang Wu, Mengying Zhu, Shuiguang Deng:
LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping. AAAI 2026: 20490-20498 - [c23]Lifan Jiang, Mengying Zhu, Yangyang Wu, Xuan Liu, Xiaolin Zheng, Shenglin Ben:
DAPrompt: Dual Alignment Prompt of Structure and Semantics for Few-shot Graph Learning. AAAI 2026: 22336-22344 - [c22]Mengying Zhu, Feiyue Chen, Lifan Jiang, Mengyuan Yang, Yangyang Wu, Guanjie Cheng, Xiaolin Zheng:
FeedGuard: Online Critic-Guided Reinforcement Learning with Privacy-Preserving Feedback for Recommendation. WWW 2026: 650-661 - [c21]Jiajun Chen, Yue Wu, Kai Huang, Wenxi Zhao, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi, Guanjie Cheng:
E2PL: Effective and Efficient Prompt Learning for Incomplete Multi-view Multi-Label Class Incremental Learning. WWW 2026: 7431-7441 - [i12]Jiajun Chen, Yue Wu, Kai Huang, Wen Xi, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi, Guanjie Cheng:
E2PL: Effective and Efficient Prompt Learning for Incomplete Multi-view Multi-Label Class Incremental Learning. CoRR abs/2601.17076 (2026) - [i11]Guanjie Cheng, Boyi Li, Lingyu Sun, Mengying Zhu, Yangyang Wu, Xinkui Zhao, Shuiguang Deng:
TADS: Task-Aware Data Selection for Multi-Task Multimodal Pre-Training. CoRR abs/2602.05251 (2026) - 2025
- [j5]Mengying Zhu, Mengyuan Yang, Yan Wang, Fei Wu, Qianqiao Liang, Chaochao Chen, Hua Wei, Xiaolin Zheng:
SPIN: Sparse Portfolio Strategy With Irregular News in Fluctuating Markets. IEEE Trans. Knowl. Data Eng. 37(6): 3714-3727 (2025) - [c20]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:
A Transform-Domain Approach with Symmetric and Edge Constraints for MRI Super-Resolution. BIBM 2025: 3215-3222 - [c19]Jiajun Chen, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi:
TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities. EMNLP (Findings) 2025: 21687-21699 - [c18]Yangyang Wu, Chen Yang, Mengying Zhu, Xiaoye Miao, Wei Ni, Meng Xi, Xinkui Zhao, Jianwei Yin:
A Zero-Training Error Correction System with Large Language Models. ICDE 2025: 2949-2962 - [c17]Mengying Zhu, Mengyuan Yang, Guanjie Cheng, Guofang Ma:
D ${ }^{3}$: Delayed Default-Intention Based Default Prediction in Financial Loan Service. ICWS 2025: 442-452 - [c16]Yangyang Wu, Yi Yuan, Mengying Zhu, Xiaoye Miao, Meng Xi:
General Incomplete Time Series Analysis via Patch Dropping Without Imputation. IJCAI 2025: 6597-6605 - [c15]Kaixin Xu, Yangyang Wu, Shijun Wu, Xiaoye Miao, Guoqing Chao, Mengying Zhu, Meng Xi, Xinkui Zhao:
Dual Structure-guided Contrastive Network for Incomplete Multi-view Partial Multi-label Classification. KDD (2) 2025: 3413-3424 - [i10]Guanjie Cheng, Boyi Li, Peihan Wu, Feiyi Chen, Xinkui Zhao, Mengying Zhu, Shuiguang Deng:
DyC-STG: Dynamic Causal Spatio-Temporal Graph Network for Real-time Data Credibility Analysis in IoT. CoRR abs/2509.06483 (2025) - [i9]Jiajun Chen, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi:
TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities. CoRR abs/2509.19352 (2025) - [i8]Guanjie Cheng, Siyang Liu, Junqin Huang, Xinkui Zhao, Yin Wang, Mengying Zhu, Linghe Kong, Shuiguang Deng:
ALPINE: A Lightweight and Adaptive Privacy-Decision Agent Framework for Dynamic Edge Crowdsensing. CoRR abs/2510.17162 (2025) - [i7]Guanjie Cheng, Mengzhen Yang, Xinkui Zhao, Shuyi Yu, Tianyu Du, Yangyang Wu, Mengying Zhu, Shuiguang Deng:
LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping. CoRR abs/2511.01296 (2025) - [i6]Yidan Sun, Mengying Zhu, Feiyue Chen, Yangyang Wu, Xiaolei Dan, Mengyuan Yang, Xiaolin Zheng, Shenglin Ben:
TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domain. CoRR abs/2511.09854 (2025) - [i5]Shuo Shi, Jinghuai Zhang, Shijie Jiang, Chunyi Zhou, Yuyuan Li, Mengying Zhu, Yangyang Wu, Tianyu Du:
DP-GENG : Differentially Private Dataset Distillation Guided by DP-Generated Data. CoRR abs/2511.09876 (2025) - 2024
- [j4]Mengying Zhu, Jiayin Liu, Feng Wang:
Blind Deblurring Method for CASEarth Multispectral Images Based on Inter-Band Gradient Similarity Prior. Sensors 24(19): 6259 (2024) - [c14]Mengyuan Yang, Mengying Zhu, Yan Wang, Linxun Chen, Yilei Zhao, Xiuyuan Wang, Bing Han, Xiaolin Zheng, Jianwei Yin:
Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward. AAAI 2024: 9250-9259 - [c13]Mengpu Liu, Mengying Zhu, Xiuyuan Wang, Guofang Ma, Jianwei Yin, Xiaolin Zheng:
ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction. AAAI 2024: 13972-13980 - [c12]Bohao Qian, Mengying Zhu, Mengyuan Yang, Enze Wu, Guojie Xie, Yuebing Liang, Xiaolin Zheng:
HEDGE: Heterogeneous Semantic Dynamic Graph Framework for Log Anomaly Detection in Digital Service Network. ICWS 2024: 208-216 - 2023
- [c11]Qianqiao Liang, Mengying Zhu, Yan Wang, Xiuyuan Wang, Wanjia Zhao, Mengyuan Yang, Hua Wei, Bing Han, Xiaolin Zheng:
Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective. AAAI 2023: 8737-8745 - [c10]Mengyuan Yang, Mengying Zhu, Qianqiao Liang, Xiaolin Zheng, Menghan Wang:
Spotlight News Driven Quantitative Trading Based on Trajectory Optimization. IJCAI 2023: 4930-4939 - [c9]Xiaolin Zheng, Mengpu Liu, Mengying Zhu:
Deep Hashing-based Dynamic Stock Correlation Estimation via Normalizing Flow. IJCAI 2023: 4993-5001 - [c8]Menghan Wang, Jinming Yang, Yuchen Guo, Yuming Shen, Mengying Zhu, Yanlin Wang:
Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion. SIGIR 2023: 2184-2188 - [i4]Menghan Wang, Jinming Yang, Yuchen Guo, Yuming Shen, Mengying Zhu, Yanlin Wang:
Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion. CoRR abs/2307.09089 (2023) - 2022
- [c7]Fan Wang, Weiming Liu, Chaochao Chen, Mengying Zhu, Xiaolin Zheng:
HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation. IJCAI 2022: 2270-2276 - [c6]Mengyuan Yang, Xiaolin Zheng, Qianqiao Liang, Bing Han, Mengying Zhu:
A Smart Trader for Portfolio Management based on Normalizing Flows. IJCAI 2022: 4014-4021 - [c5]Mengying Zhu, Yan Wang, Fei Wu, Mengyuan Yang, Cheng Chen, Qianqiao Liang, Xiaolin Zheng:
WISE: Wavelet based Interpretable Stock Embedding for Risk-Averse Portfolio Management. WWW (Companion Volume) 2022: 1-11 - [i3]Fan Wang, Weiming Liu, Chaochao Chen, Mengying Zhu, Xiaolin Zheng:
HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation. CoRR abs/2205.12042 (2022) - 2021
- [j3]Qianqiao Liang, Xiaolin Zheng, Yan Wang, Mengying Zhu:
O3ERS: An explainable recommendation system with online learning, online recommendation, and online explanation. Inf. Sci. 562: 94-115 (2021) - [c4]Qianqiao Liang, Mengying Zhu, Xiaolin Zheng, Yan Wang:
An Adaptive News-Driven Method for CVaR-sensitive Online Portfolio Selection in Non-Stationary Financial Markets. IJCAI 2021: 2708-2715 - 2020
- [c3]Mengying Zhu, Xiaolin Zheng, Yan Wang, Qianqiao Liang, Wenfang Zhang:
Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit. IJCAI 2020: 4682-4689
2010 – 2019
- 2019
- [j2]Xiaolin Zheng, Mengying Zhu, Qibing Li, Chaochao Chen, Yanchao Tan:
FinBrain: when finance meets AI 2.0. Frontiers Inf. Technol. Electron. Eng. 20(7): 914-924 (2019) - [i2]Mengying Zhu, Xiaolin Zheng, Yan Wang, Yuyuan Li, Qianqiao Liang:
Adaptive Portfolio by Solving Multi-armed Bandit via Thompson Sampling. CoRR abs/1911.05309 (2019) - 2018
- [i1]Xiaolin Zheng, Mengying Zhu, Qibing Li, Chaochao Chen, Yanchao Tan:
FinBrain: When Finance Meets AI 2.0. CoRR abs/1808.08497 (2018) - 2017
- [c2]Yanchao Tan, Xiaolin Zheng, Mengying Zhu, Chaohui Wang, Zhifeng Zhu, Lifeng Yu:
Investment Recommendation with Total Capital Value Maximization in Online P2P Lending. ICEBE 2017: 159-165 - 2016
- [j1]Chaochao Chen, Xiaolin Zheng, Mengying Zhu, Litao Xiao:
Recommender System with Composite Social Trust Networks. Int. J. Web Serv. Res. 13(2): 56-73 (2016) - [c1]Menghan Wang, Xiaolin Zheng, Mengying Zhu, Zhongkai Hu:
P2P Lending Platforms Bankruptcy Prediction Using Fuzzy SVM with Region Information. ICEBE 2016: 115-122
Coauthor Index
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last updated on 2026-04-16 00:20 CEST by the dblp team
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