Discernibility System in Rough Sets. - Zongtian Liu; Zhipeng Xie (PAKDD, 1999)

SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning. - Zhipeng Xie; Wynne Hsu; Zongtian Liu; Mong-Li Lee (PAKDD, 2002)

Concept lattice based composite classifiers for high predictability. - Zhipeng Xie; Wynne Hsu; Zongtian Liu; Mong-Li Lee (J. Exp. Theor. Artif. Intell., 2002)

Generalization of Classification Rules. - Zhipeng Xie; Wynne Hsu; Mong-Li Lee (ICTAI, 2003)

A Study of Selective Neighborhood-Based Nai"ve Bayes for Efficient Lazy Learning. - Zhipeng Xie (ICTAI, 2004)

Mode Committee: A Novel Ensemble Method by Clustering and Local Learning. - Zhipeng Xie; Wynne Hsu; Mong-Li Lee (ICTAI, 2004)

Dynamically Self-Organized Service Composition in Wireless Ad Hoc Networks. - Qing Zhang; Huiqiong Chen; Yijun Yu; Zhipeng Xie; Baile Shi (TES, 2004)

From Intent Reducts for Attribute Implications to Approximate Intent Reducts for Association Rules. - Zhipeng Xie; Zongtian Liu (CIT, 2005)

Tree Structure Based Data Gathering for Maximum Lifetime in Wireless Sensor Networks. - Qing Zhang; Zhipeng Xie; Weiwei Sun 008; Baile Shi (APWeb, 2005)

Enhancing SNNB with Local Accuracy Estimation and Ensemble Techniques. - Zhipeng Xie; Qing Zhang; Wynne Hsu; Mong-Li Lee (DASFAA, 2005)

Naïve Bayesian Tree Pruning by Local Accuracy Estimation. - Zhipeng Xie (ADMA, 2006)

Several Speed-Up Variants of Cascade Generalization. - Zhipeng Xie (FSKD, 2006)

LBR-Meta: An Efficient Algorithm for Lazy Bayesian Rules. - Zhipeng Xie (AusDM, 2008)

Boosting Local Naïve Bayesian Rules. - Zhipeng Xie (ISNN (2), 2009)

Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation. - Zhipeng Xie (PAKDD, 2009)

Improved AdaBoost.M1 of decision trees with confidence-rated predictions. - Zhipeng Xie (SAC, 2009)

Construction of co-complex score matrix for protein complex prediction from AP-MS data. - Zhipeng Xie; Chee Keong Kwoh 001; Xiaoli Li 001; Min Wu 008 (Bioinform., 2011)

SCIHTBB: Sparsity constrained iterative hard thresholding with Barzilai-Borwein step size. - Zhipeng Xie; Songcan Chen (Neurocomputing, 2011)

Automatic Motion Capture Data Denoising via Filtered Local Subspace Affinity and Low Rank Approximation. - Shu-Juan Peng; Xin Liu 011; Zhen Cui 001; Zhipeng Xie; Duansheng Chen (CAD/Graphics, 2013)

A Probabilistic Approach to Latent Cluster Analysis. - Zhipeng Xie; Rui Dong; Zhengheng Deng; Zhenying He; Weidong Yang (IJCAI, 2013)

Keyword-Aware Dominant Route Search for Various User Preferences. - Yujiao Li; Weidong Yang 001; Wu Dan; Zhipeng Xie (DASFAA (2), 2015)

MPTM: A Topic Model for Multi-Part Documents. - Zhipeng Xie; Liyang Jiang; Tengju Ye; Zhenying He (DASFAA (2), 2015)

A Synthetic Minority Oversampling Method Based on Local Densities in Low-Dimensional Space for Imbalanced Learning. - Zhipeng Xie; Liyang Jiang; Tengju Ye; Xiaoli Li 001 (DASFAA (2), 2015)

A Local Method for Canonical Correlation Analysis. - Tengju Ye; Zhipeng Xie; Ang Li (NLPCC, 2015)

Robust Sound Event Classification Using Deep Neural Networks. - Ian McLoughlin 001; Haomin Zhang; Zhipeng Xie; Yan Song 001; Wei Xiao (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Deep neural network for robust speech recognition with auxiliary features from laser-Doppler vibrometer sensor. - Zhipeng Xie; Jun Du 002; Ian McLoughlin 001; Yong Xu 004; Feng Ma; Haikun Wang (ISCSLP, 2016)

Image-based clustering analysis of massive vehicle networking data. - Zhonghui Chen; Zhipeng Xie; Xinxin Feng (WCSP, 2016)

A new variance-based approach for discriminative feature extraction in machine hearing classification using spectrogram features. - Zhipeng Xie; Ian McLoughlin 001; Haomin Zhang; Yan Song 001; Wei Xiao (Digit. Signal Process., 2016)

Closed-Set Chinese Word Segmentation Based on Convolutional Neural Network Model. - Zhipeng Xie (CCL, 2017)

Max-Cosine Matching Based Neural Models for Recognizing Textual Entailment. - Zhipeng Xie; Junfeng Hu 003 (DASFAA (1), 2017)

Relation Classification via CNN, Segmented Max-pooling, and SDP-BLSTM. - Pengfei Wang; Zhipeng Xie; Junfeng Hu 003 (ICONIP (1), 2017)

BiLSTM-Based Models for Metaphor Detection. - Shichao Sun; Zhipeng Xie (NLPCC, 2017)

Enhancing Document-Based Question Answering via Interaction Between Question Words and POS Tags. - Zhipeng Xie (NLPCC, 2017)

A Deep Convolutional Neural Model for Character-Based Chinese Word Segmentation. - Zhipeng Xie; Junfeng Hu 003 (NLPCC, 2017)

A primal-dual method with linear mapping for a saddle point problem in image deblurring. - Zhipeng Xie (J. Vis. Commun. Image Represent., 2017)

Avoidance of High-Speed Obstacles Based on Velocity Obstacles. - Zhongchang Liu; Zeyu Jiang; Tianye Xu; Hui Cheng; Zhipeng Xie; Liang Lin (ICRA, 2018)

Auxiliary Features from Laser-Doppler Vibrometer Sensor for Deep Neural Network Based Robust Speech Recognition. - Lei Sun 010; Jun Du 002; Zhipeng Xie; Yong Xu 004 (J. Signal Process. Syst., 2018)

Distributed Representation of Words in Cause and Effect Spaces. - Zhipeng Xie; Feiteng Mu (AAAI, 2019)

Distributed Adaptive Formation Control of a Team of Aerial Robots in Cluttered Environments. - Zhipeng Xie; Youlian Long; Hui Cheng (ICIRA (3), 2019)

Boosting Causal Embeddings via Potential Verb-Mediated Causal Patterns. - Zhipeng Xie; Feiteng Mu (IJCAI, 2019)

A Goal-Driven Tree-Structured Neural Model for Math Word Problems. - Zhipeng Xie; Shichao Sun (IJCAI, 2019)

A Cascaded R-CNN With Multiscale Attention and Imbalanced Samples for Traffic Sign Detection. - Jianming Zhang 003; Zhipeng Xie; Juan Sun; Xin Zou; Jin Wang 001 (IEEE Access, 2020)

Time-Frequency Feature Fusion for Noise Robust Audio Event Classification. - Ian McLoughlin 001; Zhipeng Xie; Yan Song 001; Huy Phan; Ramaswamy Palaniappan (Circuits Syst. Signal Process., 2020)

A Mixture-of-Experts Model for Antonym-Synonym Discrimination. - Zhipeng Xie; Nan Zeng (ACL/IJCNLP (2), 2021)

Effect Generation Based on Causal Reasoning. - Feiteng Mu; Wenjie Li 002; Zhipeng Xie (EMNLP (Findings), 2021)

A Graph Convolutional Network with Adaptive Graph Generation and Channel Selection for Event Detection. - Zhipeng Xie; Yumin Tu (AAAI, 2022)

Interannual and Monthly Variability of Typical Inland Lakes on the Tibetan Plateau Located in Three Different Climatic Zones. - Weiyao Ma; Ling Bai; Weiqiang Ma; Wei Hu; Zhipeng Xie; Rongmingzhu Su; Binbin Wang; Yaoming Ma (Remote. Sens., 2022)

Optical Flow-Based Video Sketch Graph Extraction. - Qiyuan Du; Yiping Duan; Zhipeng Xie; Xiaoming Tao 001; Renxiao Zeng; Zhijuan Jin; Fei Li (GLOBECOM (Workshops), 2023)

Video Reconstruction with Multimodal Information. - Zhipeng Xie; Yiping Duan; Qiyuan Du; Xiaoming Tao 001; Jiazhong Yu (VTC Fall, 2023)

Multimedia Semantic Communications: Representation, Encoding and Transmission. - Yiping Duan; Qiyuan Du; Xin Fang; Zhipeng Xie; Zhijin Qin; Xiaoming Tao 001; Chengkang Pan; Guangyi Liu 001 (IEEE Netw., 2023)

An Active Learning Method via Expected Model Loss Reduction. - Yahe Li; Zhipeng Xie (ADMA (2), 2024)

Weak-Evidence Aggregation for the Choice of Plausible Alternatives Task. - Zhipeng Xie; Guorong Li (ADMA (1), 2024)

A Chinese Hypernymy Detection Method Cross-Lingually Supervised by English Hypernymies. - Zhipeng Xie; Shui Xie (ADMA (5), 2024)

Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification. - Zhipeng Xie; Yahe Li (LREC/COLING, 2024)

Information Retention via Learning Supplemental Features. - Zhipeng Xie; Yahe Li (ICLR, 2024)

Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion. - Xu Zhang 026; Zhipeng Xie; Haiyang Yu 004; Qitong Wang 003; Peng Wang 027; Wei Wang 009 (ACM Multimedia, 2024)

Optical Flow-Based Spatiotemporal Sketch for Video Representation: A Novel Framework. - Qiyuan Du; Yiping Duan; Zhipeng Xie; Xiaoming Tao 001; Linsu Shi; Zhijuan Jin (IEEE Trans. Circuits Syst. Video Technol., 2024)

A-Tune-Online: Efficient and QoS-Aware Online Configuration Tuning for Dynamic Workloads. - Yu Shen 003; Beicheng Xu; Yupeng Lu; Donghui Chen; Huaijun Jiang; Zhipeng Xie; Senbo Fu; Nan Zhang 004; Yuxin Ren 001; Ning Jia; Xinwei Hu; Bin Cui 001 (ICDE, 2025)

Enhanced 1-D Convolutional Neural Network-Based Open-Circuit Fault Diagnosis and Hybrid Fault-Tolerant Control for Three-Level NPC Converters. - Wei Luo; Zhipeng Xie; Yikai Li; Man Chen; Rufei He; Yumin Peng; Xin Zhang (IEEE Trans. Instrum. Meas., 2025)