| 2025 | ICDE | A-Tune-Online: Efficient and QoS-Aware Online Configuration Tuning for Dynamic Workloads. | Yu Shen, Beicheng Xu, Yupeng Lu, Donghui Chen, Huaijun Jiang, Zhipeng Xie, Senbo Fu, Nan Zhang, Yuxin Ren, Ning Jia, Xinwei Hu, Bin Cui |
| 2024 | ADMA | An Active Learning Method via Expected Model Loss Reduction. | Yahe Li, Zhipeng Xie |
| 2024 | ADMA | Weak-Evidence Aggregation for the Choice of Plausible Alternatives Task. | Zhipeng Xie, Guorong Li |
| 2024 | ADMA | A Chinese Hypernymy Detection Method Cross-Lingually Supervised by English Hypernymies. | Zhipeng Xie, Shui Xie |
| 2024 | COLING | Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification. | Zhipeng Xie, Yahe Li |
| 2024 | ICLR | Information Retention via Learning Supplemental Features. | Zhipeng Xie, Yahe Li |
| 2023 | GLOBECOM | Optical Flow-Based Video Sketch Graph Extraction. | Qiyuan Du, Yiping Duan, Zhipeng Xie, Xiaoming Tao, Renxiao Zeng, Zhijuan Jin, Fei Li |
| 2023 | VTC | Video Reconstruction with Multimodal Information. | Zhipeng Xie, Yiping Duan, Qiyuan Du, Xiaoming Tao, Jiazhong Yu |
| 2022 | AAAI | A Graph Convolutional Network with Adaptive Graph Generation and Channel Selection for Event Detection. | Zhipeng Xie, Yumin Tu |
| 2021 | ACL | A Mixture-of-Experts Model for Antonym-Synonym Discrimination. | Zhipeng Xie, Nan Zeng |
| 2021 | EMNLP | Effect Generation Based on Causal Reasoning. | Feiteng Mu, Wenjie Li, Zhipeng Xie |
| 2019 | AAAI | Distributed Representation of Words in Cause and Effect Spaces. | Zhipeng Xie, Feiteng Mu |
| 2019 | IJCAI | Boosting Causal Embeddings via Potential Verb-Mediated Causal Patterns. | Zhipeng Xie, Feiteng Mu |
| 2019 | IJCAI | A Goal-Driven Tree-Structured Neural Model for Math Word Problems. | Zhipeng Xie, Shichao Sun |
| 2018 | ICRA | Avoidance of High-Speed Obstacles Based on Velocity Obstacles. | Zhongchang Liu, Zeyu Jiang, Tianye Xu, Hui Cheng, Zhipeng Xie, Liang Lin |
| 2017 | DASFAA | Max-Cosine Matching Based Neural Models for Recognizing Textual Entailment. | Zhipeng Xie, Junfeng Hu |
| 2017 | ICONIP | Relation Classification via CNN, Segmented Max-pooling, and SDP-BLSTM. | Pengfei Wang, Zhipeng Xie, Junfeng Hu |
| 2015 | DASFAA | Keyword-Aware Dominant Route Search for Various User Preferences. | Yujiao Li, Weidong Yang, Wu Dan, Zhipeng Xie |
| 2015 | DASFAA | MPTM: A Topic Model for Multi-Part Documents. | Zhipeng Xie, Liyang Jiang, Tengju Ye, Zhenying He |
| 2015 | DASFAA | A Synthetic Minority Oversampling Method Based on Local Densities in Low-Dimensional Space for Imbalanced Learning. | Zhipeng Xie, Liyang Jiang, Tengju Ye, Xiaoli Li |
| 2013 | IJCAI | A Probabilistic Approach to Latent Cluster Analysis. | Zhipeng Xie, Rui Dong, Zhengheng Deng, Zhenying He, Weidong Yang |
| 2009 | ISNN | Boosting Local Nave Bayesian Rules. | Zhipeng Xie |
| 2009 | PAKDD | Effective Boosting of Nave Bayesian Classifiers by Local Accuracy Estimation. | Zhipeng Xie |
| 2009 | SAC | Improved AdaBoost.M1 of decision trees with confidence-rated predictions. | Zhipeng Xie |
| 2008 | AusDM | LBR-Meta: An Efficient Algorithm for Lazy Bayesian Rules. | Zhipeng Xie |
| 2006 | ADMA | Nave Bayesian Tree Pruning by Local Accuracy Estimation. | Zhipeng Xie |
| 2005 | APWEB | Tree Structure Based Data Gathering for Maximum Lifetime in Wireless Sensor Networks. | Qing Zhang, Zhipeng Xie, Weiwei Sun, Baile Shi |
| 2005 | DASFAA | Enhancing SNNB with Local Accuracy Estimation and Ensemble Techniques. | Zhipeng Xie, Qing Zhang, Wynne Hsu, Mong-Li Lee |
| 2004 | ICTAI | A Study of Selective Neighborhood-Based Nai"ve Bayes for Efficient Lazy Learning. | Zhipeng Xie |
| 2004 | ICTAI | Mode Committee: A Novel Ensemble Method by Clustering and Local Learning. | Zhipeng Xie, Wynne Hsu, Mong-Li Lee |
| 2003 | ICTAI | Generalization of Classification Rules. | Zhipeng Xie, Wynne Hsu, Mong-Li Lee |
| 2002 | PAKDD | SNNB: A Selective Neighborhood Based Nave Bayes for Lazy Learning. | Zhipeng Xie, Wynne Hsu, Zongtian Liu, Mong-Li Lee |
| 1999 | PAKDD | Discernibility System in Rough Sets. | Zongtian Liu, Zhipeng Xie |