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Publications

My publications from the DBLP Bibliography Server |    Citations from Google Scholar

  1. Zhipeng Xie, Yahe Li: Information Retention via Learning Supplemental Features. ICLR 2024 Spotlight

  2. Xu Zhang, Zhipeng Xie, Haiyang Yu, Qitong Wang, Peng Wang, Wei Wang. Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion. ACM MM 2024.

  3. Zhipeng Xie, Yahe Li:  Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification. COLING 2024 Outstanding Paper

  4. Yitian Zhou, Ruifen Zhan, Yuqing Wang, Peiyan Chen, Zhemin Tan, Zhipeng Xie, Xiuwen Nie. A physics-informed deep-learning intensity prediction scheme for tropical cyclones over the western North Pacific. Advances in Atmospheric Sciences, 1-12, 2024

  5. Zhipeng Xie, Guorong Li: Weak-Evidence Aggregation for the Choice of Plausible Alternatives Task. ADMA 2024

  6. Zhipeng Xie, Shui Xie:  A Chinese Hypernymy Detection Method Cross-Lingually Supervised by English Hypernymies. ADMA 2024

  7. Yahe Li, Zhipeng Xie: An Active Learning Method via Expected Model Loss Reduction. ADMA 2024

  8. 张禛，谢志鹏. 一种面向事件事实性预测的平行语料库构建方法研究. 小型微型计算机系统, 2024(7): 1537-1544

  9. 曾楠，谢志鹏. 基于混合专家模型的词语上下文关系判别方法. 计算机科学，2023(2): 285-291

  10. 梁佳音，谢志鹏. 基于预训练语言模型和标签指导的文本复述生成方法. 计算机科学，2023(8): 150-156

  11. Zhipeng Xie, Yumin Tu: A Graph Convolutional Network with Adaptive Graph Generation and Channel Selection for Event Detection. AAAI 2022

  12. Zhipeng Xie, Nan Zeng: A Mixture-of-Experts Model for Antonym-Synonym Discrimination. ACL 2021 (Short Paper), Oral Presentation. 

  13. 谢志鹏，毕冉. 大规模中文具体度词典的构建及推理技术. 北京大学学报（自然科学版），2022(1): 1-6 （NLPCC 2021）

  14. Feiteng Mu, Wenjie Li, Zhipeng Xie: Effect Generation Based on Causal Reasoning. EMNLP Findings 2021

  15. 阳萍，谢志鹏. 基于BiLSTM模型的定义抽取方法. 计算机工程，2020(3): 40-45

  16. Zhipeng Xie, Shichao Sun: A Goal-Driven Tree-Structured Neural Model for Math Word Problems, IJCAI 2019, accepted

  17. Zhipeng Xie, Feiteng Mu: Boosting Causal Embeddings via Potential Verb-Mediated Causal Patterns, IJCAI 2019, accepted

  18. Zhipeng Xie, Feiteng Mu: Distributed Representation of Words in Cause and Effect Spaces. AAAI 2019 Data Downloads

  19. Shichao Sun, Zhipeng Xie: BiLSTM-based Models for Metaphor Detection. NLPCC 2017: 431-442

  20. Zhipeng Xie: Enhancing Document-Based Question Answering via Interaction between Question Words and POS Tags. NLPCC 2017: 136-147

  21. Zhipeng Xie, Junfeng Hu: A Deep Convolutional Neural Model for Character-Based Chinese Word Segmentation. NLPCC 2017: 380-392

  22. Zhipeng Xie: Closed-Set Chinese Word Segmentation Based on Convolutional Neural Network Model. CCL 2017: 24-36

  23. Pengfei Wang, Zhipeng Xie, Junfeng Hu: Relation classification via CNN, Segmented Max-Pooling, and SDP-BLSTM. ICONIP 2017: 144-154

  24. Zhipeng Xie, Junfeng Hu: Max-Cosine Matching Based Neural Models for Recognizing Textual Entailment. DASFAA (1) 2017: 295-308

  25. Zhipeng Xie, Liyang Jiang, Tengju Ye, Zhenying He: MPTM: A Topic Model for Multi-Part Documents. DASFAA (2) 2015: 154-168

  26. Zhipeng Xie, Liyang Jiang, Tengju Ye, Xiaoli Li: A Synthetic Minority Oversampling Method Based on Local Densities in Low-Dimensional Space for Imbalanced Learning. DASFAA (2) 2015: 3-18

  27. Zhipeng Xie, Rui Dong, et al. A probabilistic approach to latent cluster analysis. IJCAI 2013, pages. 1813-1819

  28. Min Wu, Zhipeng Xie, Xiaoli Li, Chee Keong Kwoh, Jie Zheng. Identitying protein complexes from heterogeneous biological data. Proteins: Structure, Function, and Bioinformatics, 2013

  29. Zhipeng Xie, Chee Keong Kwoh, Xiaoli Li, Min Wu: Construction of co-complex score matrix for protein complex prediction from AP-MS data. Bioinformatics [ISMB/ECCB] 27(13): 159-166 (2011)

  30. 谢志鹏, 张卿. 无线Ad Hoc网络最大生命周期路由算法的诚实机制(英文). 软件学报, 2009, (09): 2542-2558

  31. Zhipeng Xie: Boosting Local Naïve Bayesian Rules. ISNN (2) 2009: 773-783

  32. Zhipeng Xie: Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation. PAKDD 2009: 849-858

  33. Zhipeng Xie: Improved AdaBoost.M1 of decision trees with confidence-rated predictions. SAC 2009: 1462-1466

  34. 朱晓峰, 谢志鹏 . 使用半边脸训练集的快速人脸检测方法. 小型微型计算机系统, 2009, (11): ?/span>

  35. Zhipeng Xie: LBR-Meta: An Efficient Algorithm for Lazy Bayesian Rules. AusDM 2008: 33-39

  36. 何昕, 谢志鹏 . 基于简单树匹配算法的Web页面结构相似性度量. 第二十四届中国数据库学术会议, 2007,计算机研究与发展, 44（增刊）(10): 1-6

  37. Zhipeng Xie: Naïve Bayesian Tree Pruning by Local Accuracy Estimation. ADMA 2006: 558-565

  38. Zhipeng Xie: Several Speed-Up Variants of Cascade Generalization. FSKD 2006: 536-540

  39. 张卿, 谢志鹏, 凌波, 孙未未, 施伯乐. 一种传感器网络最大化生命周期数据收集算法(英文). 软件学报, 2005, 16(11): 1946-1957

  40. Qing Zhang, Zhipeng Xie, Weiwei Sun, Baile Shi: Tree Structure Based Data Gathering for Maximum Lifetime in Wireless Sensor Networks. APWeb 2005: 513-522

  41. Zhipeng Xie, Zongtian Liu: From Intent Reducts for Attribute Implications to Approximate Intent Reducts for Association Rules. CIT 2005: 162-169

  42. Zhipeng Xie, Qing Zhang, Wynne Hsu, Mong-Li Lee: Enhancing SNNB with Local Accuracy Estimation and Ensemble Techniques. DASFAA 2005: 523-535

  43. Zhipeng Xie, Wynne Hsu, Mong-Li Lee: Mode Committee: A Novel Ensemble Method by Clustering and Local Learning. ICTAI 2004: 628-633

  44. Zhipeng Xie: A Study of Selective Neighborhood-Based Nai”ve Bayes for Efficient Lazy Learning. ICTAI 2004: 758-760

  45. Qing Zhang, Huiqiong Chen, Yijun Yu, Zhipeng Xie, Baile Shi: Dynamically Self-Organized Service Composition in Wireless Ad Hoc Networks. TES 2004: 95-106

  46. Zhipeng Xie, Wynne Hsu, Mong-Li Lee: Generalization of Classification Rules. ICTAI 2003: 522-529

  47. 谢志鹏 刘宗田. 概念格的快速渐进式构造算法. 计算机学报, 2002, 25(05): 490-496

  48. Zhipeng Xie, Wynne Hsu, Zongtian Liu, Mong-Li Lee: SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning. PAKDD 2002: 104-114

  49. Zhipeng Xie, Wynne Hsu, Zongtian Liu, Mong-Li Lee: Concept lattice based composite classifiers for high predictability. J. Exp. Theor. Artif. Intell. 14(2-3): 143-156 (2002)

  50. 张卿 谢志鹏 刘宗田. 基于变长编码遗传算法的最小缩减计算. 小型微型计算机系统, 2001, 22(09): 1055-1057

  51. 谢志鹏 刘宗田. 概念格与关联规则发现. 计算机研究与发展, 2000, 37(12): 1415-1421

  52. Zongtian Liu, Zhipeng Xie: Discernibility System in Rough Sets. PAKDD 1999: 220-227


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