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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
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
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...
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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
To Analyze and Regulate Human-in-the-loop Learning for Congestion Games
arXiv
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arXiv 2025年
作者: Li, Hongbo Duan, Lingjie The Pillar of Engineering Systems and Design Singapore University of Technology and Design 487372 Singapore
In congestion games, selfish users behave myopically to crowd to the shortest paths, and the social planner designs mechanisms to regulate such selfish routing through information or payment incentives. However, such ... 详细信息
来源: 评论
Multi-User Pilot Pattern Optimization for Channel Extrapolation in 5G NR systems
Multi-User Pilot Pattern Optimization for Channel Extrapolat...
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IEEE Conference on Wireless Communications and Networking
作者: Yubo Wan An Liu Tony Q. S. Quek College of Information Science and Electronic Engineering Zhejiang University Information Systems Technology and Design Pillar Singapore University of Technology and Design
Pilot pattern optimization in orthogonal frequency division multiplexing (OFDM) systems has been widely investigated due to its positive impact on channel estimation. In this paper, we consider the problem of multi-us... 详细信息
来源: 评论
Competitive Multi-armed Bandit Games for Resource Sharing
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IEEE Transactions on Mobile Computing 2025年
作者: Li, Hongbo Duan, Lingjie The Ohio State University Department of Electrical and Computer Engineering ColumbusOH43210 United States Singapore University of Technology and Design Pillar of Engineering Systems and Design 487372 Singapore
In modern resource-sharing systems, multiple agents access limited resources with unknown stochastic conditions to perform tasks. When multiple agents access the same resource (arm) simultaneously, they compete for su... 详细信息
来源: 评论
EraW-Net: Enhance-Refine-Align W-Net for Scene-Associated Driver Attention Estimation
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IEEE Transactions on Multimedia 2025年
作者: Zhou, Jun Liu, Chunsheng Chang, Faliang Wang, Wenqian Hao, Penghui Huang, Yiming Yang, Zhiqiang Shandong University School of Control Science and Engineering Jinan250061 China Singapore University of Technology and Design Pillar of Information Systems Technology and Design 487372 Singapore
Associating driver attention with driving scene across two fields of view is a challenging cross-domain perception problem, which requires comprehensive consideration of cross-view mapping, dynamic driving scene analy... 详细信息
来源: 评论