| 2026 | AAAI | 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 |
| 2026 | AAAI | 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 |
| 2026 | AAAI | 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 |
| 2026 | AAAI | 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 |
| 2026 | AAAI | 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 |
| 2026 | WWW | 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 |
| 2026 | WWW | 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 |
| 2025 | EMNLP | TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities. | Jiajun Chen, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi |
| 2025 | ICDE | 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 |
| 2025 | IJCAI | General Incomplete Time Series Analysis via Patch Dropping Without Imputation. | Yangyang Wu, Yi Yuan, Mengying Zhu, Xiaoye Miao, Meng Xi |
| 2025 | ICWS | D ${ }^{3}$: Delayed Default-Intention Based Default Prediction in Financial Loan Service. | Mengying Zhu, Mengyuan Yang, Guanjie Cheng, Guofang Ma |
| 2025 | KDD | 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 |
| 2024 | AAAI | 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 |
| 2024 | AAAI | ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction. | Mengpu Liu, Mengying Zhu, Xiuyuan Wang, Guofang Ma, Jianwei Yin, Xiaolin Zheng |
| 2024 | ICWS | 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 |
| 2023 | AAAI | 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 |
| 2023 | IJCAI | Spotlight News Driven Quantitative Trading Based on Trajectory Optimization. | Mengyuan Yang, Mengying Zhu, Qianqiao Liang, Xiaolin Zheng, Menghan Wang |
| 2023 | IJCAI | Deep Hashing-based Dynamic Stock Correlation Estimation via Normalizing Flow. | Xiaolin Zheng, Mengpu Liu, Mengying Zhu |
| 2023 | SIGIR | 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 |
| 2022 | IJCAI | HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation. | Fan Wang, Weiming Liu, Chaochao Chen, Mengying Zhu, Xiaolin Zheng |
| 2022 | IJCAI | A Smart Trader for Portfolio Management based on Normalizing Flows. | Mengyuan Yang, Xiaolin Zheng, Qianqiao Liang, Bing Han, Mengying Zhu |
| 2022 | WWW | 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 |
| 2021 | IJCAI | An Adaptive News-Driven Method for CVaR-sensitive Online Portfolio Selection in Non-Stationary Financial Markets. | Qianqiao Liang, Mengying Zhu, Xiaolin Zheng, Yan Wang |
| 2020 | IJCAI | Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit. | Mengying Zhu, Xiaolin Zheng, Yan Wang, Qianqiao Liang, Wenfang Zhang |