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上海科技大学知识管理系统
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Interpretable high-order knowledge graph neural network for predicting synthetic lethality in human cancers
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2025, 卷号: 26, 期号: 2
作者:
Chen, Xuexin
;
Cai, Ruichu
;
Huang, Zhengting
;
Li, Zijian
;
Zheng, Jie
Adobe PDF(1434Kb)
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收藏
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浏览/下载:25/1
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提交时间:2025/04/14
synthetic lethality
machine learning explainability
graph neural network
information bottleneck
Task-Oriented Lossy Compression with Data, Perception, and Classification Constraints
期刊论文
ARXIV, 2025, 卷号: PP, 期号: 99
作者:
Wang, Yuhan
;
Wu, Youlong
;
Ma, Shuai
;
Zhang, Ying-Jun Angela
收藏
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浏览/下载:29/0
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提交时间:2025/03/25
Information bottleneck
lossy compression
task-oriented communication
rate-distortion theory
perceptual quality
Semantic Feature Division Multiple Access for Digital Semantic Multiple Access Channels
期刊论文
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2025, 卷号: PP, 期号: 99
作者:
Bin Shen
;
Shuai Ma
;
Rui Chen
;
Youlong Wu
;
Hang Li
Adobe PDF(8268Kb)
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收藏
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浏览/下载:32/1
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提交时间:2025/04/14
Communication channels (information theory)
Encoding (symbols)
Semantic Web
Feature domain
Images reconstruction
Information bottleneck
Multiple access
Multiple access communications
Multiusers
Orthogonality
Orthogonality of feature domain
Semantic features
Semantic multiple access communication
Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Jiawei You
;
Youlong Wu
;
Dingzhu Wen
;
Yong Zhou
;
Yuning Jiang
Adobe PDF(411Kb)
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浏览/下载:349/5
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提交时间:2024/09/14
Adversarial machine learning
Information dissemination
Reinforcement learning
Communication overheads
Communication range
Cooperative tasks
Dynamic communication
Information bottleneck
Information sharing
Multi-agent reinforcement learning
Multiagent systems (MASs)
Reinforcement learning algorithms
Task performance
Structured IB: Improving Information Bottleneck with Structured Feature Learning
会议论文
AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, Pennsylvania at the Pennsylvania Convention Center, February 25 – March 4, 2025
作者:
Yang, Hanzhe
;
Wu, Youlong
;
Wen, Dingzhu
;
Zhou, Yong
;
Shi, Yuanming
Adobe PDF(486Kb)
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收藏
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浏览/下载:107/3
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提交时间:2025/02/12
Information Bottleneck
Representation Learning
Information Theory
Machine Learning
Lossy Compression with Data, Perception, and Classification Constraints
会议论文
ARXIV, Shenzhen, China, 24-28 Nov. 2024
作者:
Wang, Yuhan
;
Wu, Youlong
;
Ma, Shuai
;
Zhang, Ying-Jun Angela
Adobe PDF(4716Kb)
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收藏
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浏览/下载:260/1
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提交时间:2024/06/17
Information bottleneck
lossy compression
task-oriented communication
rate-distortion theory
perceptual quality
Adaptive CSI Feedback with Hidden Semantic Information Transfer
会议论文
ICASSP 2023 - 2023 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), Rhodes island, Greece, 04-10 June, 2023
作者:
Jiaqi Cao
;
Lixiang Lian
;
Yijie Mao
;
Bruno Clerckx
Adobe PDF(1401Kb)
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收藏
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浏览/下载:500/0
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提交时间:2023/03/11
CSI feedback
information bottleneck
data hiding
semantic communication
Information Bottleneck Based Joint Feedback and Channel Learning in FDD Massive MIMO Systems
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Jiaqi Cao
;
Lixiang Lian
Adobe PDF(668Kb)
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浏览/下载:192/2
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提交时间:2023/03/10
Channel estimation
Cost reduction
Frequency division multiplexing
Learning algorithms
Learning systems
Compression channels
Compression quantization
Feedback channel
Feedback compressions
Feedback overhead
Feedback quantization
Frequency division
Information bottleneck
Machine-learning
Optimal balance
Utilizing Information Bottleneck to Evaluate the Capability of Deep Neural Networks for Image Classification
期刊论文
ENTROPY, 2019, 卷号: 21, 期号: 5
作者:
Cheng, Hao
;
Lian, Dongze
;
Gao, Shenghua
;
Geng, Yanlin
Adobe PDF(686Kb)
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浏览/下载:505/4
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提交时间:2019/08/20
information bottleneck
mutual information
neural networks
image classification
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