| 2026 | WWW | HCSL: Rumor Detection by Integrating Intra-Sample Curriculum Learning and Hierarchical Semantic Learning. | Ping Liu, Hui Song, Shufeng Hao, Xiaoning Hao, Zexu Zhang, Usman Naseem |
| 2025 | CAIN | Developing Multi-Agent LLM Applications Through Continuous Human-LLM Co-Programming. | Hui Song, Arda Goknil, Xiaojun Jiang, Espen Melum, Hyunwhan Joe, Caterina Gazzotti, Valerio Frascolla, Adela Nedisan Videsjorden, Phu Nguyen |
| 2025 | COLING | Enhancing Multimodal Named Entity Recognition through Adaptive Mixup Image Augmentation. | Bo Xu, Haiqi Jiang, Jie Wei, Hongyu Jing, Ming Du, Hui Song, Hongya Wang, Yanghua Xiao |
| 2025 | COLING | Boosting Text-to-SQL through Multi-grained Error Identification. | Bo Xu, Shufei Li, Hongyu Jing, Ming Du, Hui Song, Hongya Wang, Yanghua Xiao |
| 2025 | ICNP | inCoord: Intent-based Coordination in the Multi-domain Cloud-Edge Continuum. | Andrea Morichetta, Juan Brenes, Mikhail Kolobov, Djawida Dib, Thijs Metsch, Anna Lackinger, Cveta Capova, Hui Song, Rustem Dautov, Ahmed Khalid, Sigmund Akselsen, Arne Munch-Ellingsen, Schahram Dustdar |
| 2025 | IECON | Multi-agent Heterogeneous Hybrid Safe Logistics Sorting System Based on Transformers. | Chen Cai, Geng Lu, Cuiling Liu, Wenkui Wang, Yuhang Li, Hui Song |
| 2025 | IECON | Dynamic Obstacle Avoidance for UAV in Logistics Warehouses Based on Unified Obstacle State Representation. | Changsheng Luo, Zihao Che, Geng Lu, Wenkui Wang, Yuhang Li, Hui Song |
| 2025 | MMM | A Multi-expert Collaborative Framework for Multimodal Named Entity Recognition. | Bo Xu, Haiqi Jiang, Shouang Wei, Ming Du, Hui Song, Hongya Wang |
| 2024 | CaiSE | INTEND: Intent-Based Data Operation in the Computing Continuum. | Donatella Firmani, Francesco Leotta, Jerin George Mathew, Jacopo Rossi, Lorenzo Balzotti, Hui Song, Dumitru Roman, Rustem Dautov, Erik Johannes Husom, Sagar Sen, Vilija Balionyte-Merle, Andrea Morichetta, Schahram Dustdar, Thijs Metsch, Valerio Frascolla, Ahmed Khalid, Giada Landi, Juan Brenes, Ioan Toma, Rbert Szab, Christian Schaefer, Cosmin Udroiu, Alexandre Ulisses, Verena Pietsch, Sigmund Akselsen, Arne Munch-Ellingsen, Irena Pavlova, Hong-Gee Kim, Changsoo Kim, Bob Allen, Sunwoo Kim, Paulson Eberechukwu |
| 2024 | IJCNN | Clustering-based Multitasking Deep Neural Network for Solar Photovoltaics Power Generation Prediction. | Hui Song, Zheng Miao, Ali Babalhavaeji, Saman Mehrnia, Mahdi Jalili, Xinghuo Yu |
| 2024 | IJCNN | Chain-of-Program Prompting with Open-Source Large Language Models for Text-to-SQL. | Bo Xu, Shufei Li, Yifei Wu, Shouang Wei, Ming Du, Hongya Wang, Hui Song |
| 2024 | IJCNN | A Decomposition Framework for Class Incremental Text Classification with Dual Prompt Tuning. | Bo Xu, Yifei Wu, Shufei Li, Hui Song, Ming Du, Hongya Wang |
| 2023 | CloudCom | Towards Smarter Security Orchestration and Automatic Response for CPS and IoT. | Phu Hong Nguyen, Rustem Dautov, Hui Song, Angel Rego, Eider Iturbe, Erkuden Rios, Diego Sagasti, Gonzalo Nicolas, Valeria Valds, Wissam Mallouli, Ana R. Cavalli, Nicolas Ferry |
| 2023 | DASFAA | A Unified Visual Prompt Tuning Framework with Mixture-of-Experts for Multimodal Information Extraction. | Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao, Xin Lin |
| 2023 | DASFAA | Semi-supervised Learning for Fine-Grained Entity Typing with Mixed Label Smoothing and Pseudo Labeling. | Bo Xu, Zhengqi Zhang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao |
| 2023 | FedCSIS | Towards Community-Driven Generative AI. | Rustem Dautov, Erik Johannes Husom, Sagar Sen, Hui Song |
| 2023 | GLOBECOM | IRDM: A Generative Diffusion Model for Indoor Radio Map Interpolation. | Kehai Qiu, Stefanos Bakirtzis, Ian J. Wassell, Hui Song, Kan Lin, Jie Zhang |
| 2023 | ICASSP | Deep Learning-Based Path Loss Prediction for Outdoor Wireless Communication Systems. | Kehai Qiu, Stefanos Bakirtzis, Hui Song, Ian J. Wassell, Jie Zhang |
| 2023 | IJCNN | Knowledge Graph Enhanced Sentential Relation Extraction via Dual Heterogeneous Graph Context Selection. | Bo Xu, Nian Liu, Luyi Cheng, Shizhou Huang, Shouang Wei, Ming Du, Hui Song, Hongya Wang |
| 2023 | IJCNN | HSimCSE: Improving Contrastive Learning of Unsupervised Sentence Representation with Adversarial Hard Positives and Dual Hard Negatives. | Bo Xu, Shouang Wei, Luyi Cheng, Shizhou Huang, Hui Song, Ming Du, Hongya Wang |
| 2023 | IECON | Multi-Objective Electric Vehicle Charge Scheduling Using Incentive-Based Compensation Mechanism to Increase Vehicle-to-Grid Participation. | Saman Mehrnia, Hui Song, Nameer Al Khafaf, Mahdi Jalili, Brendan P. McGrath, Lasantha Meegahapola |
| 2023 | KSEM | Dialogue State Tracking with a Dialogue-Aware Slot-Level Schema Graph Approach. | Jie Yang, Hui Song, Bo Xu, Haoran Zhou |
| 2023 | RCIS | Context-Aware Digital Twins to Support Software Management at the Edge. | Rustem Dautov, Hui Song |
| 2022 | CCGRID | Towards a Model-Based Serverless Platform for the Cloud-Edge-IoT Continuum. | Nicolas Ferry, Rustem Dautov, Hui Song |
| 2022 | CIKM | RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation. | Yao Zhang, Yun Xiong, Yiheng Sun, Caihua Shan, Tian Lu, Hui Song, Yangyong Zhu |
| 2022 | COLING | Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts. | Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Chaofeng Sha, Yanghua Xiao |
| 2022 | DASFAA | A Three-Stage Curriculum Learning Framework with Hierarchical Label Smoothing for Fine-Grained Entity Typing. | Bo Xu, Zhengqi Zhang, Chaofeng Sha, Ming Du, Hui Song, Hongya Wang |
| 2022 | IJCNN | Multi-task Optimization Based Co-training for Electricity Consumption Prediction. | Hui Song, A. K. Qin, Chenggang Yan |
| 2022 | IJCNN | Knowledge Base Entity Typing From Text via Entity-Aware Heterogeneous Graph Attention Network. | Bo Xu, Zhong Sun, Ming Du, Hui Song, Hongya Wang |
| 2022 | ICSA | The Computing Fleet: Managing Microservices-based Applications on the Computing Continuum. | Dumitru Roman, Hui Song, Konstantinos Loupos, Thomas Krousarlis, Ahmet Soylu, Antonio F. Skarmeta |
| 2022 | ISM | Singing Melody Extraction Based on Combined Frequency-Temporal Attention and Attentional Feature Fusion with Self-Attention. | Xi Qi, Lihua Tian, Chen Li, Hui Song, Jiahui Yan |
| 2022 | UCC | Smart Data Placement for Big Data Pipelines: An Approach based on the Storage-as-a-Service Model. | Akif Quddus Khan, Nikolay Nikolov, Mihhail Matskin, Radu Prodan, Hui Song, Dumitru Roman, Ahmet Soylu |
| 2022 | UCC | Towards Cognitive Self-Management of IoT-Edge-Cloud Continuum based on User Intents. | Hui Song, Ahmet Soylu, Dumitru Roman |
| 2021 | DASFAA | Approximate Nearest Neighbor Search Using Query-Directed Dense Graph. | Hongya Wang, Zeng Zhao, Kaixiang Yang, Hui Song, Yingyuan Xiao |
| 2021 | Interspeech | Robust Speaker Extraction Network Based on Iterative Refined Adaptation. | Chengyun Deng, Shiqian Ma, Yongtao Sha, Yi Zhang, Hui Zhang, Hui Song, Fei Wang |
| 2021 | ISCC | Towards a Sustainable IoT with Last-Mile Software Deployment. | Rustem Dautov, Hui Song, Nicolas Ferry |
| 2021 | ISCC | Big Data Pipelines on the Computing Continuum: Ecosystem and Use Cases Overview. | Dumitru Roman, Nikolay Nikolov, Ahmet Soylu, Brian Elvester, Hui Song, Radu Prodan, Dragi Kimovski, Andrea Marrella, Francesco Leotta, Mihhail Matskin, Giannis Ledakis, Konstantinos Theodosiou, Anthony Simonet-Boulogne, Fernando Perales, Evgeny Kharlamov, Alexandre Ulisses, Arnor Solberg, Raffaele Ceccarelli |
| 2021 | KSEM | Joint Entity and Relation Extraction for Long Text. | Dong Cheng, Hui Song, Xianglong He, Bo Xu |
| 2021 | PAKDD | Reinforced Natural Language Inference for Distantly Supervised Relation Classification. | Bo Xu, Xiangsan Zhao, Chaofeng Sha, Minjun Zhang, Hui Song |
| 2021 | PRICAI | Improving Sentence-Level Relation Classification via Machine Reading Comprehension and Reinforcement Learning. | Bo Xu, Zhengqi Zhang, Xiangsan Zhao, Hui Song, Ming Du |
| 2020 | Coordination | Event-Based Customization of Multi-tenant SaaS Using Microservices. | Espen Tnnessen Nordli, Phu Hong Nguyen, Franck Chauvel, Hui Song |
| 2020 | ICASSP | DNN-based Mask Estimation Integrating Spectral and Spatial Features for Robust Beamforming. | Chengyun Deng, Hui Song, Yi Zhang, Yongtao Sha, Xiangang Li |
| 2020 | Interspeech | Conv-TasSAN: Separative Adversarial Network Based on Conv-TasNet. | Chengyun Deng, Yi Zhang, Shiqian Ma, Yongtao Sha, Hui Song, Xiangang Li |
| 2020 | Interspeech | Generative Adversarial Network Based Acoustic Echo Cancellation. | Yi Zhang, Chengyun Deng, Shiqian Ma, Yongtao Sha, Hui Song, Xiangang Li |
| 2020 | Interspeech | On Loss Functions and Recurrency Training for GAN-Based Speech Enhancement Systems. | Zhuohuang Zhang, Chengyun Deng, Yi Shen, Donald S. Williamson, Yongtao Sha, Yi Zhang, Hui Song, Xiangang Li |
| 2020 | IPCCC | Socially-Aware D2D Pair Strategy: A Stable Matching Approach. | Xian Zhou, Daru Pan, Hui Song, Xu Huang |
| 2020 | MODELS | Model-based fleet deployment of edge computing applications. | Hui Song, Rustem Dautov, Nicolas Ferry, Arnor Solberg, Franck Fleurey |
| 2020 | WCNC | Preference-Aware Utility Optimization for Cache-Aided Ultra-Dense Relay Networks: A Matching Perspective. | Yuqin Liu, Feng Ke, Hui Song |
| 2020 | UCC | A Light-Weight Approach to Software Assignment at the Edge. | Rustem Dautov, Hui Song, Nicolas Ferry |
| 2019 | CEC | Multitasking Multi-Swarm Optimization. | Hui Song, A. K. Qin, Pei-Wei Tsai, Jing J. Liang |
| 2019 | CEC | Multimodal Multiobjective Optimization in Feature Selection. | Caitong Yue, Jing J. Liang, Bo-Yang Qu, Kunjie Yu, Hui Song |
| 2019 | COMPSAC | GeneSIS: Continuous Orchestration and Deployment of Smart IoT Systems. | Nicolas Ferry, Phu Hong Nguyen, Hui Song, Pierre-Emmanuel Novac, Stphane Lavirotte, Jean-Yves Tigli, Arnor Solberg |
| 2019 | ICWS | Customizing Multi-Tenant SaaS by Microservices: A Reference Architecture. | Hui Song, Phu Hong Nguyen, Franck Chauvel, Jens M. Glattetre, Thomas Schjerpen |
| 2019 | ISKE | Channel Selection Method Based on CNNSE for EEG Emotion Recognition. | Zhong-Min Wang, Hui Song, Shu-Yuan Hu, Ge Liu |
| 2019 | MODELS | Towards IoT Diversity via Automated Fleet Management. | Rustem Dautov, Hui Song |
| 2019 | SAC | The preliminary results of a mapping study of deployment and orchestration for IoT. | Phu Hong Nguyen, Nicolas Ferry, Gencer Erdogan, Hui Song, Stphane Lavirotte, Jean-Yves Tigli, Arnor Solberg |
| 2018 | IJCNN | Evolutionary Multi-objective Ensemble Learning for Multivariate Electricity Consumption Prediction. | Hui Song, A. K. Qin, Flora D. Salim |
| 2018 | ICSE | Deep customization of multi-tenant SaaS using intrusive microservices. | Hui Song, Franck Chauvel, Arnor Solberg |
| 2018 | MODELS | Engineering Software Diversity: a Model-Based Approach to Systematically Diversify Communications. | Brice Morin, Jakob Hgenes, Hui Song, Nicolas Harrand, Benot Baudry |
| 2018 | NPC | Labeled Network Stack: A Co-designed Stack for Low Tail-Latency and High Concurrency in Datacenter Services. | Wenli Zhang, Ke Liu, Hui Song, Lan Yu, Mingyu Chen |
| 2017 | ICONIP | Multi-resolution Selective Ensemble Extreme Learning Machine for Electricity Consumption Prediction. | Hui Song, A. K. Qin, Flora D. Salim |
| 2017 | ICSE | How to support customisation on SaaS: a grounded theory from customisation consultants. | Hui Song, Franck Chauvel, Arnor Solberg, Bent Foyn, Tony Yates |
| 2017 | MODELSWARD | Towards Meta-adaptation of Dynamic Adaptive Systems with Models@Runtime. | Nicolas Ferry, Franck Chauvel, Hui Song, Arnor Solberg |
| 2017 | MODELSWARD | Model-driven Engineering for the Configuration and Deployment of Data Processing Applications. | Hui Song, Nicolas Ferry, Jakob Hgenes, Arnor Solberg |
| 2016 | IJCNN | Multivariate electricity consumption prediction with Extreme Learning Machine. | Hui Song, A. K. Qin, Flora D. Salim |
| 2015 | IGARSS | Dissimilarity measurements for processing and analyzing PolSAR data: A survey. | Wen Yang, Hui Song, Gui-Song Xia, Carlos Lpez-Martnez |
| 2015 | ICSE | On Architectural Diversity of Dynamic Adaptive Systems. | Hui Song, Amal Elgammal, Vivek Nallur, Franck Chauvel, Franck Fleurey, Siobhn Clarke |
| 2015 | MODELS | Summary of the 10th International Workshop on Models@run.time. | Sebastian Gtz, Nelly Bencomo, Gordon S. Blair, Hui Song |
| 2015 | MODELS | Using Adaptation Plans to Control the Behavior of Models@runtime. | Maksym Lushpenko, Nicolas Ferry, Hui Song, Franck Chauvel, Arnor Solberg |
| 2015 | MODELS | Consolas: A Model-Based Tool for Automatic Configuration and Deployment of Cloud Applications. | Hui Song, Franck Chauvel, Franck Fleurey, Nicolas Ferry, Arnor Solberg |
| 2015 | UCC | Diversity: A Heuristic to Improve Robustness of Self-Adaptive Cloud Architectures. | Franck Chauvel, Hui Song, Franck Fleurey |
| 2014 | CEC | Multi-objective differential evolution algorithm based on fast sorting and a novel constraints handling technique. | Jing J. Liang, B. Zheng, F. Y. Xu, Bo-Yang Qu, Hui Song |
| 2014 | IGARSS | Saliency detection based on distance between patches in polarimetric SAR images. | Xiaojing Huang, Pingping Huang, Lixia Dong, Hui Song, Wen Yang |
| 2014 | IGARSS | Unsupervised classification of PolSAR data using large scale spectral clustering. | Li-Qi Lin, Hui Song, Pingping Huang, Wen Yang, Xin Xu |
| 2014 | MODELS | Modelling Adaptation Policies as Domain-Specific Constraints. | Hui Song, Xiaodong Zhang, Nicolas Ferry, Franck Chauvel, Arnor Solberg, Gang Huang |
| 2014 | MODELS | Towards Model-Defined Cloud of Clouds. | Xiaodong Zhang, Maurcio O. Tsugawa, Ying Zhang, Hui Song, Chun Cao, Gang Huang, Jos A. B. Fortes |
| 2014 | UCC | Robustness Indicators for Cloud-Based Systems Topologies. | Franck Chauvel, Hui Song, Nicolas Ferry, Franck Fleurey |
| 2014 | UCC | CloudMF: Applying MDE to Tame the Complexity of Managing Multi-cloud Applications. | Nicolas Ferry, Hui Song, Alessandro Rossini, Franck Chauvel, Arnor Solberg |
| 2013 | ADMA | Effective Comment Sentence Recognition for Feature-Based Opinion Mining. | Hui Song, Botian Yang, Xiaoqiang Liu |
| 2013 | IGARSS | Unsupervised PolSAR image classification based on ensemble partitioning. | Xiaoshuang Yin, Hui Song, Wen Yang, Chu He, Xin Xu |
| 2013 | MODELS | Self-adaptation with End-User Preferences: Using Run-Time Models and Constraint Solving. | Hui Song, Stephen Barrett, Aidan Clarke, Siobhn Clarke |
| 2013 | MODELSWARD | Model Driven Engineering of Cross-Layer Monitoring and Adaptation. | Hui Song, Amit Raj, Saeed Hajebi, Siobhn Clarke, Aidan Clarke |
| 2013 | SEKE | Using Architecture to Support the Collaborations in Software Maintenance. | Yanchun Sun, Hui Song, Wenpin Jiao |
| 2012 | MODELS | Rapid GUI development on legacy systems: a runtime model-based solution. | Hui Song, Michael Gallagher, Siobhn Clarke |
| 2012 | MODELS | Model Driven Configuration of Fault Tolerance Solutions for Component-Based Software System. | Yihan Wu, Gang Huang, Hui Song, Ying Zhang |
| 2011 | MODELS | Instant and Incremental QVT Transformation for Runtime Models. | Hui Song, Gang Huang, Franck Chauvel, Wei Zhang, Yanchun Sun, Weizhong Shao, Hong Mei |
| 2011 | VTC | Analytical Approximations of EESM Effective SNR Distribution Using Pearson System. | Hui Song, Raymond Kwan, Jie Zhang |
| 2011 | SEKE | Detecting Architecture Erosion by Design Decision of Architectural Pattern. | Lei Zhang, Yanchun Sun, Hui Song, Franck Chauvel, Hong Mei |
| 2010 | ICSE | SM@RT: representing run-time system data as MOF-compliant models. | Hui Song, Gang Huang, Franck Chauvel, Yanchun Sun, Hong Mei |
| 2010 | MODELS | Applying MDE Tools at Runtime: Experiments upon Runtime Models. | Hui Song, Gang Huang, Franck Chauvel, Yanchun Sun |
| 2010 | MODELS | Inferring Meta-models for Runtime System Data from the Clients of Management APIs. | Hui Song, Gang Huang, Yingfei Xiong, Franck Chauvel, Yanchun Sun, Hong Mei |
| 2010 | VTC | On SNR Statistics Involving EESM-Based Frequency Selective Feedbacks. | Hui Song, Raymond Kwan, Jie Zhang |
| 2009 | MODELS | Generating Synchronization Engines between Running Systems and Their Model-Based Views. | Hui Song, Yingfei Xiong, Franck Chauvel, Gang Huang, Zhenjiang Hu, Hong Mei |
| 2009 | VTC | On the Average Output SNR of Exponential Effective SNR Mapping over Nakagami-m Fading Channels. | Hui Song, Raymond Kwan, Jie Zhang |
| 2009 | SEKE | Towards Architecture-centric Collaborative Software Development. | Yanchun Sun, Hui Song, Wenpin Jiao |
| 2008 | ACNS | On the Effectiveness of Internal Patching Against File-Sharing Worms. | Liang Xie, Hui Song, Sencun Zhu |
| 2008 | ICNP | Routing in intermittently connected sensor networks. | Lu Su, Changlei Liu, Hui Song, Guohong Cao |
| 2008 | INFOCOM | SVATS: A Sensor-Network-Based Vehicle Anti-Theft System. | Hui Song, Sencun Zhu, Guohong Cao |
| 2008 | WWW | A systematic approach for cell-phone worm containment. | Liang Xie, Hui Song, Trent Jaeger, Sencun Zhu |
| 2008 | SEKE | Towards Collaborative Development Based on Software Architecture. | Yanchun Sun, Hui Song, Xinghua Wang, Wenpin Jiao |
| 2007 | APSEC | Towards Instant Automatic Model Refinement Based on OCL. | Hui Song, Yanchun Sun, Li Zhou, Gang Huang |
| 2007 | IWCMC | Sensor node compromise detection: the location perspective. | Hui Song, Liang Xie, Sencun Zhu, Guohong Cao |
| 2005 | ICCSA | Clustering-Based Schema Matching of Web Data for Constructing Digital Library. | Hui Song, Fanyuan Ma, Chen Wang |
| 2005 | INFOCOM | Mobile multi-layered IPsec. | Heesook Choi, Hui Song, Guohong Cao, Thomas F. La Porta |
| 2005 | MASS | Attack-resilient time synchronization for wireless sensor networks. | Hui Song, Sencun Zhu, Guohong Cao |
| 2005 | MOBIHOC | Least privilege and privilege deprivation: towards tolerating mobile sink compromises in wireless sensor networks. | Wensheng Zhang, Hui Song, Sencun Zhu, Guohong Cao |
| 2004 | APWEB | Novel SVM Performance Estimators for Information Retrieval Systems. | Shui Yu, Hui Song, Fanyuan Ma |
| 2004 | MDM | Cache-Miss-Initiated Prefetch in Mobile Environments. | Hui Song, Guohong Cao |