| 2025 | ASRU | Efficient Deployment of Large Speech Recognition Models on GPU. | Yuekai Zhang, Shuang Yu, Junjie Lai |
| 2025 | ICSOC | MCPybarra: A Multi-agent Framework for Low-Cost, High-Quality MCP Service Generation. | Bocheng Peng, Mingyi Liu, Yanguang Liu, Congcong Tian, Shuang Yu, Zhongjie Wang |
| 2025 | KDD | Practical Guidance and Tutorial on Incentivizing Reasoning in LLMs using Distillation and Reinforcement Learning. | Zhaopeng Qiu, Jingqi Zhang, Shuang Yu, Shuai Zhang, Junjie Lai |
| 2024 | IJCAI | Upgrading Search Applications in the Era of LLMs: A Demonstration with Practical Lessons. | Shuang Yu, Nirandika Wanigasekara, Jeff Tan, Kent Fitch, Jaydeep Sen |
| 2024 | ICSOC | GSL-Mash: Enhancing Mashup Creation Service Recommendations Through Graph Structure Learning. | Sihao Liu, Mingyi Liu, Tianyu Jiang, Shuang Yu, Hanchuan Xu, Zhongjie Wang |
| 2024 | ICSOC | LLM Enhanced Representation for Cold Start Service Recommendation. | Dunlei Rong, Lina Yao, Yinting Zheng, Shuang Yu, Xiaofei Xu, Mingyi Liu, Zhongjie Wang |
| 2024 | VTC | Delay-Sensitive Coflow Routing for Time-Varying Topology in LEO Computing-Aware Networks. | Shuang Yu, Shushi Gu, Zhikai Zhang, Qinyu Zhang, Zihe Gao, Yulin Shi, Wei Xiang |
| 2023 | IGARSS | Wildfire Detection Based On Himawari-8 Multi-Temporal Data. | Shuang Yu, Weifeng Huang, Haoyu Zhang, Guoqing Zhou, Yi Ma, Zezhong Zheng, Ling Jiang, Fangrong Zhou, Qiang Liu, Xuefeng Yang, Tao Weng |
| 2023 | ICSOC | BEAR: Revolutionizing Service Domain Knowledge Graph Construction with LLM. | Shuang Yu, Tao Huang, Mingyi Liu, Zhongjie Wang |
| 2023 | ICSOC | Observation Is Reality? A Graph Diffusion-Based Approach for Service Tags Recommendation. | Shuang Yu, Qingfeng Li, Mingyi Liu, Zhongjie Wang |
| 2023 | IGARSS | Recommendation of Landslide Treatment Measures Based on Random Forest. | Maosheng Lin, Xinglong Liu, Mingcang Zhu, Guoqing Zhou, Zezhong Zheng, Zhanyong He, Shuang Yu, Xuefeng Yang |
| 2022 | IGARSS | An Improved Progressive Transmission Method for the Vector Map Data. | Jinchi Hu, Shuang Yu, Huangchuan Zhang, Zezhong Zheng |
| 2021 | CVPR | Calibrated RGB-D Salient Object Detection. | Wei Ji, Jingjing Li, Shuang Yu, Miao Zhang, Yongri Piao, Shunyu Yao, Qi Bi, Kai Ma, Yefeng Zheng, Huchuan Lu, Li Cheng |
| 2021 | CVPR | Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling. | Wei Ji, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Qi Bi, Jingjing Li, Hanruo Liu, Li Cheng, Yefeng Zheng |
| 2021 | FUSION | Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain. | Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu |
| 2021 | ICCV | Multi-Anchor Active Domain Adaptation for Semantic Segmentation. | Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng |
| 2021 | MICCAI | Local-Global Dual Perception Based Deep Multiple Instance Learning for Retinal Disease Classification. | Qi Bi, Shuang Yu, Wei Ji, Cheng Bian, Lijun Gong, Hanruo Liu, Kai Ma, Yefeng Zheng |
| 2021 | MICCAI | MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification. | Shuang Yu, Kai Ma, Qi Bi, Cheng Bian, Munan Ning, Nanjun He, Yuexiang Li, Hanruo Liu, Yefeng Zheng |
| 2020 | ADMA | FabricGene: A Higher-Level Feature Representation of Fabric Patterns for Nationality Classification. | Shuang Yu, Xiongfei Li, Hancheng Wang, Xiaoli Zhang, Shiping Chen |
| 2020 | MICCAI | TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification. | Wenting Chen, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng |
| 2020 | MICCAI | A Macro-Micro Weakly-Supervised Framework for AS-OCT Tissue Segmentation. | Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng |
| 2020 | MICCAI | Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning. | Junde Wu, Shuang Yu, Wenting Chen, Kai Ma, Rao Fu, Hanruo Liu, Xiaoguang Di, Yefeng Zheng |
| 2020 | MICCAI | Difficulty-Aware Glaucoma Classification with Multi-rater Consensus Modeling. | Shuang Yu, Hong-Yu Zhou, Kai Ma, Cheng Bian, Chunyan Chu, Hanruo Liu, Yefeng Zheng |
| 2020 | MICCAI | Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs by Comparing Image Representations. | Hong-Yu Zhou, Shuang Yu, Cheng Bian, Yifan Hu, Kai Ma, Yefeng Zheng |
| 2019 | CEC | A Study on Online Hyper-heuristic Learning for Swarm Robots. | Shuang Yu, Andy Song, Aldeida Aleti |
| 2019 | MICCAI | Multi-task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification. | Wenao Ma, Shuang Yu, Kai Ma, Jiexiang Wang, Xinghao Ding, Yefeng Zheng |
| 2018 | ICCS | Hyper-heuristic Online Learning for Self-assembling Swarm Robots. | Shuang Yu, Aldeida Aleti, Jan Carlo Barca, Andy Song |
| 2018 | PRICAI | Collective Hyper-heuristics for Self-assembling Robot Behaviours. | Shuang Yu, Andy Song, Aldeida Aleti |
| 2016 | CHI | A Market in Your Social Network: The Effects of Extrinsic Rewards on Friendsourcing and Relationships. | Haiyi Zhu, Sauvik Das, Yiqun Cao, Shuang Yu, Aniket Kittur, Robert E. Kraut |
| 2016 | ICNC | An optimized FPGA implementation based on scale invariant feature transform feature points detection. | Yue Gu, Xiujie Qu, Yue Sun, Liwen Gao, Shuang Yu |
| 2016 | ICNC | A high-precision registration algorithm for heterologous image based on effective sub-graph extraction and feature points bidirectional matching. | Xiujie Qu, Yue Sun, Yue Gu, Shuang Yu, Liwen Gao |
| 2008 | AINA | Composite Subscription and Matching Algorithm for RFID Applications. | Xinchao Zhao, Beihong Jin, Shuang Yu, Zhenyue Long |
| 2007 | WEBIST | Ensuring High Performance in Validating XML Parser. | Donglei Cao, Shuang Yu, Beijie Dai, Beihong Jin |