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检索条件"机构=Pillar of Engineering Systems and Design"
489 条 记 录,以下是1-10 订阅
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Algorithm design for Continual Learning in IoT Networks
Algorithm Design for Continual Learning in IoT Networks
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2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025
作者: Hao, Shugang Duan, Lingjie Pillar of Engineering Systems and Design Singapore University of Technology and Design Singapore
Continual learning (CL) is a new online learning technique over sequentially generated streaming data from different tasks, aiming to maintain a small forgetting loss on previously-learned tasks. Existing work focuses... 详细信息
来源: 评论
Online Learning from Strategic Human Feedback in LLM Fine-Tuning
Online Learning from Strategic Human Feedback in LLM Fine-Tu...
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2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025
作者: Hao, Shugang Duan, Lingjie Pillar of Engineering Systems and Design Singapore University of Technology and Design Singapore
Reinforcement learning from human feedback (RLHF) has become an essential step in fine-tuning large language models (LLMs) to align them with human preferences. However, human labelers are selfish and have diverse pre... 详细信息
来源: 评论
To Save Crowdsourcing from Cheap-talk: Strategic Learning from Biased Users  21
To Save Crowdsourcing from Cheap-talk: Strategic Learning fr...
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21st International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2023
作者: Hao, Shugang Duan, Lingjie Pillar of Engineering Systems and Design Singapore University of Technology and Design Singapore
Today many users are invited by a crowdsourcing platform (e.g., TripAdvisor, and Waze) to provide their anonymous reviews about service experiences (e.g., in hotels, restaurants, and trips), yet many reviews are found... 详细信息
来源: 评论
Physics-Informed Neural Networks for Privacy-Preserving Model Sharing in Power systems
Physics-Informed Neural Networks for Privacy-Preserving Mode...
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2024 IEEE PES Innovative Smart Grid Technologies Europe Conference, ISGT EUROPE 2024
作者: Canyakmaz, Ilayda Saner, Can Berk Varvitsiotis, Antonios Singapore University of Technology and Design Engineering Systems and Design Pillar Singapore National University of Singapore Electrical and Computer Engineering Department Singapore
Data privacy concerns in the power systems sector significantly complicate the sharing and integration of sensitive operational data among various independent entities. This challenge is particularly pronounced when d... 详细信息
来源: 评论
OFDM-structure based waveform designs for integrated sensing and communication
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Science China(Information Sciences) 2025年 第5期68卷 267-284页
作者: Jiaqi LIU Ping YANG Ke JIANG Jiarong ZHAO Wei XIANG Jianping WEI Ruixiang DUAN Saviour ZAMMIT Tony Q.S.QUEK National Key Laboratory of Wireless Communications University of Electronic Science and Technology of China School of Computing Engineering and Mathematical Sciences La Trobe University Meituan Academy of Robotics Department of Communications and Computer Engineering University of Malta Information Systems Technology and Design Pillar Singapore University of Technology and Design
The future sixth-generation(6G) paradigm aims to seamlessly integrate communication and environmental sensing capabilities into a single radio signal, promising improved efficiency and cost-effectiveness through simul... 详细信息
来源: 评论
Dynamic Matching with Impatient Agents: A Study for Ride-Sharing systems  4
Dynamic Matching with Impatient Agents: A Study for Ride-Sha...
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4th International Conference on Electrical, Computer, Communications and Mechatronics engineering, ICECCME 2024
作者: Gao, Shuqin Courcoubetis, Costas Duan, Lingjie School of Data Science The Chinese University of HongKong Shenzhen China Singapore University of Technology and Design Engineering Systems and Design Pillar Singapore
Ride-sharing systems have emerged as a popular and cost-effective urban transportation solution, allowing private car drivers to offer rides to passengers traveling in the same direction. This paper delves into the ma... 详细信息
来源: 评论
Enabling Visual Scene Recovery from Wi-Fi CSI for Occlusion-Free Surveillance
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IEEE Internet of Things Journal 2025年 第11期12卷 15040-15056页
作者: Chen, Cheng Ohta, Shoki Nishio, Takayuki Bennis, Mehdi Park, Jihong Wahib, Mohamed Tokyo Institute of Technology School of Engineering Meguro-ku Tokyo152-8550 Japan Kobe650-0047 Japan University of Oulu Centre of Wireless Communications Oulu90014 Finland Singapore University of Technology and Design Information Systems Technology and Design Pillar 487372 Singapore
We introduce CSI-Inpainter, a novel approach for obstacle removal using Wi-Fi channel state information (CSI). This method harnesses CSI data to reconstruct obscured visual elements, regardless of lighting conditions.... 详细信息
来源: 评论
Online Learning from Strategic Human Feedback in LLM Fine-Tuning
Online Learning from Strategic Human Feedback in LLM Fine-Tu...
收藏 引用
International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Shugang Hao Lingjie Duan Pillar of Engineering Systems and Design Singapore University of Technology and Design
Reinforcement learning from human feedback (RLHF) has become an essential step in fine-tuning large language models (LLMs) to align them with human preferences. However, human labelers are selfish and have diverse pre... 详细信息
来源: 评论
Algorithm design for Continual Learning in IoT Networks
Algorithm Design for Continual Learning in IoT Networks
收藏 引用
International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Shugang Hao Lingjie Duan Pillar of Engineering Systems and Design Singapore University of Technology and Design
Continual learning (CL) is a new online learning technique over sequentially generated streaming data from different tasks, aiming to maintain a small forgetting loss on previously-learned tasks. Existing work focuses... 详细信息
来源: 评论
Trustworthy DNN partition for blockchain-enabled digital twin in wireless IIoT networks
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Science China(Information Sciences) 2024年 第11期67卷 373-374页
作者: Xiumei DENG Jun LI Long SHI Kang WEI Ming DING Yumeng SHAO Wen CHEN Shi JIN Pillar of Information Systems Technology and Design Singapore University of Technology and Design National Mobile Communications Research Laboratory Southeast University School of Electronic and Optical Engineering Nanjing University of Science and Technology Department of Computing Hong Kong Polytechnic University Data61 CSIRO Department of Electronics Engineering Shanghai Jiao Tong University
The integration of artificial intelligence(AI) and digital twin(DT) technology has revolutionized the industrial Internet of Things(IIoT), enabling advanced automation and intelligent manufacturing [1]. Through sophis...
来源: 评论