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ORCIDHengjie Song
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2020 – today
- 2024
[j26]Qianyu Li
, Bozheng Feng, Xiaoli Tang, Han Yu, Hengjie Song:
MuLAN: Multi-level attention-enhanced matching network for few-shot knowledge graph completion. Neural Networks 174: 106222 (2024)- [j25]Yaofo Chen, Yong Guo, Daihai Liao, Fanbing Lv, Hengjie Song, James Tin-Yau Kwok, Mingkui Tan:
Automated Dominative Subspace Mining for Efficient Neural Architecture Search. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9281-9297 (2024) - [c17]Yaofo Chen, Shuaicheng Niu, Yaowei Wang, Shoukai Xu, Hengjie Song, Mingkui Tan:
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation. ICLR 2024 - [c16]Qianyu Li, Xiaoli Tang, Siyao Zhou, Han Yu, Hengjie Song, Lizhen Cui, Xiaoxiao Li:
FedRMS: Privacy-Preserving Federated Knowledge Graph Embedding Through Randomization. ICME 2024: 1-6 - [c15]Qianyu Li, Jiebin Chen, Xiaoli Tang, Han Yu, Hengjie Song:
Modeling Time Decay Effect in Temporal Knowledge Graphs via Multivariate Hawkes Process. IJCNN 2024: 1-8 - [i3]Yaofo Chen, Shuaicheng Niu, Shoukai Xu, Hengjie Song, Yaowei Wang, Mingkui Tan:
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation. CoRR abs/2402.17316 (2024) - 2023
- [j24]Hengjie Song, Guobin Wu, Le Ma, Yufei Pan, Qingan Huang, Siyu Jiang:
Adversarial domain adaptation for cross-project defect prediction. Empir. Softw. Eng. 28(5): 127 (2023) - [j23]Tengyun Wang, Haizhi Yang, Yang Liu, Han Yu, Hengjie Song:
A multimodal approach for improving market price estimation in online advertising. Knowl. Based Syst. 266: 110392 (2023) - [j22]Qianyu Li, Jiale Yao, Xiaoli Tang, Han Yu, Siyu Jiang, Haizhi Yang, Hengjie Song:
Capsule neural tensor networks with multi-aspect information for Few-shot Knowledge Graph Completion. Neural Networks 164: 323-334 (2023) - [j21]Haizhi Yang, Tengyun Wang, Xiaoli Tang, Han Yu, Fei Liu, Hengjie Song:
Dynamically Optimizing Display Advertising Profits Under Diverse Budget Settings. IEEE Trans. Knowl. Data Eng. 35(1): 362-376 (2023) - [c14]Yueyue Shi, Hengjie Song, Jun Xu:
Responsible and Effective Federated Learning in Financial Services: A Comprehensive Survey. CDC 2023: 4229-4236 - 2022
- [j20]Qingan Huang, Le Ma, Siyu Jiang, Guobin Wu, Hengjie Song, Libiao Jiang, Chunyun Zheng:
A cross-project defect prediction method based on multi-adaptation and nuclear norm. IET Softw. 16(2): 200-213 (2022) - [j19]Tengyun Wang, Haizhi Yang, Siyu Jiang, Yueyue Shi, Qianyu Li, Xiaoli Tang, Han Yu, Hengjie Song:
Kaplan-Meier Markov network: Learning the distribution of market price by censored data in online advertising. Knowl. Based Syst. 251: 109248 (2022) - [j18]Yonghui Xu, Shengjie Sun, Huiguo Zhang, Chang'an Yi, Yuan Miao, Dong Yang, Xiaonan Meng, Yi Hu, Ke Wang, Huaqing Min, Hengjie Song, Chuanyan Miao:
Time-Aware Graph Embedding: A Temporal Smoothness and Task-Oriented Approach. ACM Trans. Knowl. Discov. Data 16(3): 56:1-56:23 (2022) - [i2]Yaofo Chen, Yong Guo, Daihai Liao, Fanbing Lv, Hengjie Song, Mingkui Tan:
Automatic Subspace Evoking for Efficient Neural Architecture Search. CoRR abs/2210.17180 (2022) - 2021
- [c13]Haizhi Yang, Tengyun Wang, Xiaoli Tang, Qianyu Li, Yueyue Shi, Siyu Jiang, Han Yu, Hengjie Song:
Multi-task Learning for Bias-Free Joint CTR Prediction and Market Price Modeling in Online Advertising. CIKM 2021: 2291-2300 - [c12]Yunxuan Wei, Shuhang Gu, Yawei Li, Radu Timofte, Longcun Jin, Hengjie Song:
Unsupervised Real-World Image Super Resolution via Domain-Distance Aware Training. CVPR 2021: 13385-13394 - 2020
- [j17]Xiaoli Tang, Rui Yuan, Qianyu Li, Tengyun Wang, Haizhi Yang, Yundong Cai, Hengjie Song:
Timespan-Aware Dynamic Knowledge Graph Embedding by Incorporating Temporal Evolution. IEEE Access 8: 6849-6860 (2020) - [j16]Yonghui Xu, Chunyan Miao, Yong Liu, Hengjie Song, Yi Hu, Huaqing Min:
Kernel-target alignment based non-linear metric learning. Neurocomputing 411: 54-66 (2020) - [i1]Yonghui Xu, Shengjie Sun, Yuan Miao, Dong Yang, Xiaonan Meng, Yi Hu, Ke Wang, Hengjie Song, Chuanyan Miao:
Time-aware Graph Embedding: A temporal smoothness and task-oriented approach. CoRR abs/2007.11164 (2020)
2010 – 2019
- 2019
- [j15]Siyu Jiang, Yonghui Xu, Tengyun Wang, Haizhi Yang, Shaojian Qiu, Han Yu, Hengjie Song:
Multi-Label Metric Transfer Learning Jointly Considering Instance Space and Label Space Distribution Divergence. IEEE Access 7: 10362-10373 (2019) - [j14]Tengyun Wang, Haizhi Yang, Han Yu, Wenjun Zhou, Yang Liu, Hengjie Song:
A Revenue-Maximizing Bidding Strategy for Demand-Side Platforms. IEEE Access 7: 68692-68706 (2019) - [j13]Qianyu Li, Xiaoli Tang, Tengyun Wang, Haizhi Yang, Hengjie Song:
Unifying Task-Oriented Knowledge Graph Learning and Recommendation. IEEE Access 7: 115816-115828 (2019) - [j12]Pengfei Zhang, Yi Cai, Junying Chen, Wenhao Chen, Hengjie Song:
Combining Part-of-Speech Tags and Self-Attention Mechanism for Simile Recognition. IEEE Access 7: 163864-163876 (2019) - [c11]Xiaoli Tang, Tengyun Wang, Haizhi Yang, Hengjie Song:
AKUPM: Attention-Enhanced Knowledge-Aware User Preference Model for Recommendation. KDD 2019: 1891-1899 - 2018
- [j11]Fei Liu, Siyuan Chen, Monika Heiner, Hengjie Song:
Modeling biological systems with uncertain kinetic data using fuzzy continuous Petri nets. BMC Syst. Biol. 12(4): 63-74 (2018) - [j10]Siyu Jiang, Yonghui Xu, Hengjie Song, Qingyao Wu, Michael K. Ng, Huaqing Min, Shaojian Qiu:
Multi-instance transfer metric learning by weighted distribution and consistent maximum likelihood estimation. Neurocomputing 321: 49-60 (2018) - [c10]Simon Fauvel, Han Yu, Chunyan Miao, Lizhen Cui, Hengjie Song, Liang Zhang, Xiaoming Li, Cyril Leung:
Artificial Intelligence Powered MOOCs: A Brief Survey. ICA 2018: 56-61 - 2017
- [j9]Yonghui Xu, Sinno Jialin Pan, Hui Xiong, Qingyao Wu, Ronghua Luo, Huaqing Min, Hengjie Song:
A Unified Framework for Metric Transfer Learning. IEEE Trans. Knowl. Data Eng. 29(6): 1158-1171 (2017) - [c9]Xiaoling Zhong, Siyu Jiang, Hengjie Song:
ABCGA Algorithm for the Two Echelon Vehicle Routing Problem. CSE/EUC (1) 2017: 301-308 - 2016
- [j8]Yonghui Xu, Huaqing Min, Hengjie Song, Qingyao Wu:
Multi-instance multi-label distance metric learning for genome-wide protein function prediction. Comput. Biol. Chem. 63: 30-40 (2016) - [j7]Qingyao Wu, Mingkui Tan, Hengjie Song, Jian Chen, Michael K. Ng:
ML-FOREST: A Multi-Label Tree Ensemble Method for Multi-Label Classification. IEEE Trans. Knowl. Data Eng. 28(10): 2665-2680 (2016) - [j6]Hengjie Song, Yonghui Xu, Huaqing Min, Qingyao Wu, Wei Wei, Jianshu Weng, Xiaogang Han, Qiang Yang, Jialiang Shi, Jiaqian Gu, Chunyan Miao, Toyoaki Nishida:
Individual Judgments Versus Consensus: Estimating Query-URL Relevance. ACM Trans. Web 10(1): 3:1-3:21 (2016) - 2015
- [c8]Toyoaki Nishida, Masakazu Abe, Takashi Ookaki, Divesh Lala, Sutasinee Thovutikul, Hengjie Song, Yasser F. O. Mohammad, Christian Nitschke, Yoshimasa Ohmoto, Atsushi Nakazawa, Takaaki Shochi, Jean-Luc Rouas, Aurélie Bugeau, Fabien Lotte, Zuheng Ming, Geoffrey Letournel, Marine Guerry, Dominique Fourer:
Synthetic Evidential Study as Augmented Collective Thought Process - Preliminary Report. ACIIDS (1) 2015: 13-22 - 2014
- [j5]Xiaogang Han, Wei Wei, Chunyan Miao, Jian-Ping Mei, Hengjie Song:
Context-Aware Personal Information Retrieval From Multiple Social Networks. IEEE Comput. Intell. Mag. 9(2): 18-28 (2014) - 2013
- [c7]Xiaogang Han, Wenjun Zhou, Xing Jiang, Hengjie Song, Ming Zhong, Toyoaki Nishida:
Utilizing URLs Position to Estimate Intrinsic Query-URL Relevance. ICDM 2013: 251-260 - 2012
- [c6]Hengjie Song, Ruoxue Liao, Xiangliang Zhang, Chunyan Miao, Qiang Yang:
A Mouse-Trajectory Based Model for Predicting Query-URL Relevance. AAAI 2012: 143-149 - 2011
- [j4]Hengjie Song, Chunyan Miao, Zhiqi Shen, Roel Wuyts, Maja D'Hondt, Francky Catthoor:
A probabilistic fuzzy approach to modeling nonlinear systems. Neurocomputing 74(6): 1008-1025 (2011) - [c5]Hengjie Song, Chunyan Miao, Zhiqi Shen:
Generating True Relevance Labels in Chinese Search Engine Using Clickthrough Data. AAAI 2011: 1230-1236 - 2010
- [b1]Hengjie Song:
Learning algorithms in fuzzy cognitive maps. Nanyang Technological University, Singapore, 2010 - [j3]Hengjie Song, Chunyan Miao, Zhiqi Shen, Roel Wuyts, Maja D'Hondt, Francky Catthoor:
Design of fuzzy cognitive maps using neural networks for predicting chaotic time series. Neural Networks 23(10): 1264-1275 (2010) - [j2]Hengjie Song, Chunyan Miao, Roel Wuyts, Zhiqi Shen, Francky Catthoor:
Implementation of Fuzzy Cognitive Maps Based on Fuzzy Neural Network and Application in Prediction of Time Series. IEEE Trans. Fuzzy Syst. 18(2): 233-250 (2010)
2000 – 2009
- 2009
- [j1]Hengjie Song, Chunyan Miao, Zhiqi Shen, Yuan Miao, Bu-Sung Lee:
A fuzzy neural network with fuzzy impact grades. Neurocomputing 72(13-15): 3098-3122 (2009) - 2007
- [c4]Hengjie Song, Chunyan Miao, Zhiqi Shen:
Fuzzy cognitive map learning based on multi-objectiveparticle swarm optimization. GECCO 2007: 339 - [c3]Hengjie Song, Zhiqi Shen, Chunyan Miao, Ah-Hwee Tan, Guopeng Zhao:
The Multi-Agent Data Collection in HLA-Based Simulation System. PADS 2007: 61-69 - 2006
- [c2]Hengjie Song, Zhiqi Shen, Chunyan Miao, Zhi-Qiang Liu, Yuan Miao:
Probabilistic Fuzzy Cognitive Map. FUZZ-IEEE 2006: 1221-1228 - 2005
- [c1]Hengjie Song, Ping Ma, Ming Yang:
The application of evaluation method based on HMM for results validity of complex simulation system. WSC 2005: 1228-1233
Coauthor Index
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