Multimodal Data Mining, Natural Language Processing, Machine Learning

First Class Award for Science & technology Progress of the Ministry of Education, 2015

First Class Award of science and technology in Beijing, 2006

Gold Award of the Fourteenth International Invention Exhibition, 2004

Excellent Paper of Award of the 9th National Conference on Harmonious Human Machine Environment, 2013

Excellent Paper of Award of the 5th International Conference on Pervasive Computing and Applications, 2010

Excellent Paper of Award of the 5th National Conference on Harmonious Human Machine Environment, 2009

   

Journal Articles

[1] Borong Wang, Jian Ye. EchoGPK: A Lightweight Graph Convolutional Analysis Method for Echocardiography Based on Prior Knowledge Guidance. Acta Electronica Sinica, 2024.4, vol. 52, no. 4, pp. 1296-1304.

[2] Xinxin Han, Jian Ye, Jia Luo, Haiying Zhou. The Effect of Axis-Wise Triaxial Acceleration Data Fusion in CNN-Based Human Activity Recognition. IEICE Transactions on Information and Systems, 2020, pp. 813-824.

[3] Peng Zhang, Jian Ye, Peng Zhang. Optimization of Big Data Transaction Process Model Based on Concept Drift Detection. Acta Electronica Sinica, 2019.7, vol. 47, no. 7, pp. 1465-1474.

[4] Yi Guo, Jian Ye, Peng Zhang. Analysis and Repair of Big Data Transaction Model Based on Deviation Reduction. Acta Electronica Sinica, 2018.7, vol. 46, no. 7, pp. 1754-1761. 

[5] Yanbing Li, Jian Ye, Zhenmin Zhu. Design of TPM Chip Based on Signal Integrity Analysis. Journal of Software, Vol. 25, Supplement, 2014.12, pp. 44−52.

[6] Jian Ye, Ruixiang Lang, Zhenmin Zhu. Distributed Reasoning Modeling and Algorithm Design towards a Pervasive Computing Environment. Applied Mechanics and Materials, vol. 543-547, 2014, pp. 1698-1701.

[7] Yadong Fang, Lei Zhang, Jian Ye.  Mining of User Correlationship in a Mobile Reading and Social System. Scientific Journal of Information Engineering, 2014, pp. 38-43. 

[8] Jian Ye, Jintao Li, Zhenmin Zhu. Hierarchical Distributed Context Awareness Model and Analysis Role. Acta Electronica Sinica, 2012.8, vol. 40, no. 8, pp. 1572-1576.

[9] Jian Ye, Jintao Li, Zhenmin Zhu. Pervasive Computing-Oriented Distributed Fuzzy Reasoning Petri Net Modeling and Simulation. Journal of System Simulation, 2011.7, vol. 23, no. 7, pp. 1329-1335, 1341.

[10] Han Liu, Jian Ye, Zhenmin Zhu, Renren Liu, Xiaoxuan Zhang. Delivery of Result Stream Based on Relevance of Subscriptions for Context. Journal of Convergence Information Technology, AICIT, 2011.6, vol. 6, no. 6, pp. 98-109.

[11] Jian Ye, Jintao Li, Xiaofang Gao, etc. Embedding Fuzzy Logic in Context Storing and Querying. Journal of Software, Vol.21, Supplement, 2010.12, pp.12−20.

[12] Saiping Wen, Zhenmin Zhu, Jian Ye. A Feedback Adaptive Fuzzy Petri Net Model for Context Reasoning. Journal of Software, Vol.21, Supplement, 2010.12, pp.310−317. 

 

Conference Papers

[1] Gaohong Liu, Jian Ye, Borong Wang. ACHIM: Adaptive Clinical Latent Hierarchy Construction and Information Fusion Model for Healthcare Knowledge Representation, PAKDD 2024, pp. 310-321.

[2] Shuang Cheng, Zhanyu Ma, Jian Ye. Zhanyu Ma, Jian Ye, Shuang Cheng. A Benchmark of Zero-Shot Cross-Lingual Task-Oriented Dialogue Based on Adversarial Contrastive Representation Learning. IEEE International Conference on Multimedia and Expo, 2024, pp. 1-6. IEEE International Conference on Multimedia and Expo, 2024, pp. 1-6.

[3] Zhanyu Ma, Jian Ye, Shuang Cheng. LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling. The Annual Meeting of the Cognitive Science Society, 2023. （CCF-B）

[4] Zhanyu Ma, Jian Ye, Shuang Cheng. KSRL: Knowledge Selection based Reinforcement Learning for Knowledge-Grounded Dialogue . The 16th International Conference on Knowledge Science, Engineering and Management, 2023, pp. 189-196.

[5] Shuang Cheng, Zineng Zhou, Jun Liu, Jian Ye, Haiyong Luo, Yang Gu. A Unified Framework for Optimizing Video Corpus Retrieval and Temporal Answer Grounding: Fine-Grained Modality Alignment and Local-Global Optimization. The 12th International Conference on Natural Language Processing and Chinese Computing, 2023, pp. 1-12.

[6] Shuang Cheng, Jian Ye. AMA: Adaptive Memory Augmentation for Enhancing Image Captioning.  The 34th British Machine Vision Conference, 2023, pp. 199-210.

[7] Zhanyu Ma, Zeming Liu, Jian Ye . Sequential Latent Document Transformer for Document-Grounded Dialogue. DialDoc Workshop on in the 61th Annual Meeting of Association for Computational Linguistics, 2023, pp. 57-67.

[8] Xurui Yang, Jian Ye. 2RDA: Representation and Relation Distillation with Data Augmentation, The 32th International Conference on Artificial Neural Networks, 2023，pp. 1-12.

[9] Zhanyu Ma, Jian Ye, Jianfeng Liu. HCLD: A Hierarchical Framework for Zero-Shot Cross-Lingual Dialogue System, The International Conference on Computational Linguistics, 2022, pp. 4492-4498.

[10] Jianfeng Liu, Ling Luo,Xiang A,Yan Song, Haoran Xu, Jian Ye. Meet Changes with Constancy: Learning Invariance in Multi-Source Translation. The International Conference on Computational Linguistics, 2020, pp. 1122–1132.

[11] Binpeng Song, Jianfeng Liu, Jian Ye. Perception Enhanced Frame for Visual Object Tracking. The International Conference on Image Processing 2020, pp. 658-662.

[12]  Yangwei Sun, Jian Ye. FEDet:Feature Enhancement Single Shot Detector. Proceedings of IEEE Conference on Ubiquitous Intelligence and Computing. 2019, pp. 843-850.

[13] Binpeng Song, Jinze Song, Jian Ye. A Dynamic pricing mechanism in IoT for DaaS. The 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, 2019: 604-615.

[14] Guannan Wang, Jian Ye, Zhenmin Zhu. Route Restoring Based on Hidden Semi-Markov Model. The International Conference on Future Computer and Communication Engineering, 2014, pp. 120-123.

[15] Xiaoxuan Zhang, Zhenmin Zhu, Gaoan Guo, Xiaoying Xu, Jian Ye. How Are We Familiar: Modeling Relation Strength in Mobile Social Network. The International Conference on Computer, Network Security and Communication Engineering, 2014, pp. 382-389.

[16] Jian Ye, Jintao Li, Zhenmin Zhu, etc. Ubiquitous Computing-Oriented Distributed Fuzzy Reasoning Petri Net Modeling and Simulation. The 10th International Conference on Parallel and Distributed Computing Applications and Technologies, Hiroshima, Japan, 2009.12, pp. 224-230.

[17] Jian Ye, Jintao Li, Zhenmin Zhu, Hongzhou Shi. Context-Awareness Based Multidimensional Personalized Recommendation. The International Conference on New Trends of Information and Service Science, Beijing, China, 2009.6, pp. 630-635.

[18] Jian Ye, Jintao Li, Hongzhou Shi, Zhenmin Zhu, Xiaoguang Gu. A Fuzzy Petri Net Model towards Context-awareness Based Personalized Recommendation. The 5th International Conference on Fuzzy Systems and Knowledge Discovery, Jinan, China, 2008.10, pp. 325-330.

[19] Jian Ye, Jintao Li, Hongzhou Shi, Zhenmin Zhu, Xiaoguang Gu. DFre: A Distributed Fuzzy Reasoning Engine for Personalization Recommendation. The 3rd International Conference on Pervasive Computing and Applications, Alexandria, Egypt, 2008.10, pp. 576-581.

[20] Jian Ye, Jintao Li, Zhenmin Zhu, Xiaoguang Gu, Hongzhou Shi. PCSM: A Context Sharing Model in Peer-to-Peer Ubiquitous Computing Environments. The International Conference on Information Convergence Technology, Korea, 2007.11, pp. 1868-1872.

Multimodal Data Mining, Natural Language Processing, Machine Learning