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ShanghaiTech University Knowledge Management System
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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
Adobe PDF(1434Kb)
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收藏
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浏览/下载:19/1
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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:25/0
|
提交时间:2025/03/25
Information bottleneck
lossy compression
task-oriented communication
rate-distortion theory
perceptual quality
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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收藏
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浏览/下载:342/5
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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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浏览/下载:99/3
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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:254/1
|
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:494/0
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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:186/2
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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:500/4
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提交时间:2019/08/20
information bottleneck
mutual information
neural networks
image classification
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