Search Results - "(Andrew) Jiang, Anxiao"
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Systematic Error-Correcting Codes for Rank Modulation
Published in IEEE transactions on information theory (01-01-2015)“…The rank-modulation scheme has been recently proposed for efficiently storing data in nonvolatile memories. In this paper, we explore [n, k, d] systematic…”
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2
Interactions between Viral Regulatory Proteins Ensure an MOI-Independent Probability of Lysogeny during Infection by Bacteriophage P1
Published in mBio (26-10-2021)“…Phage P1 is a temperate phage which makes the lytic or lysogenic decision upon infecting bacteria. During the lytic cycle, progeny phages are produced and the…”
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3
Asymmetric Error Correction and Flash-Memory Rewriting Using Polar Codes
Published in IEEE transactions on information theory (01-07-2016)“…We propose efficient coding schemes for two communication settings: 1) asymmetric channels and 2) channels with an informed encoder. These settings are…”
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4
Rank-Modulation Rewrite Coding for Flash Memories
Published in IEEE transactions on information theory (01-08-2015)“…The current flash memory technology focuses on the cost minimization of its static storage capacity. However, the resulting approach supports a relatively…”
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5
Coding for Secure Write-Efficient Memories
Published in IEEE transactions on information theory (01-02-2017)“…Non-volatile memories suffer from two challenges due to their physical and system-level constraints. One challenge is limited memory lifetime, also called the…”
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6
Representation-Oblivious Error Correction by Natural Redundancy
Published in ICC 2019 - 2019 IEEE International Conference on Communications (ICC) (01-05-2019)“…Storage systems have a strong need for substantially improving their error correction capabilities, especially for long-term storage where the accumulating…”
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Conference Proceeding -
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Guest Editorial Communication Methodologies for the Next-Generation Storage Systems
Published in IEEE journal on selected areas in communications (01-05-2014)“…This issue consists of 22 high-caliber papers with contributions from both academia and industry. The papers are organized into the following six sections: (i)…”
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Improve Robustness of Deep Neural Networks by Coding
Published in 2020 Information Theory and Applications Workshop (ITA) (02-02-2020)“…Deep neural networks (DNNs) typically have many weights. When errors appear in their weights, which are usually stored in non-volatile memories, their…”
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Conference Proceeding -
9
MAP: Medial axis based geometric routing in sensor networks
Published in Wireless networks (01-12-2007)“…In this paper, we show that a compact and expressive abstraction of network connectivity by the medial axis enables efficient and localized routing. We propose…”
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10
Separability and topology control of quasi unit disk graphs
Published in Wireless networks (2011)“…A deep understanding of the structural properties of wireless networks is critical for evaluating the performance of network protocols and improving their…”
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11
Data archiving in 1x-nm NAND flash memories: Enabling long-term storage using rank modulation and scrubbing
Published in 2016 IEEE International Reliability Physics Symposium (IRPS) (01-04-2016)“…The challenge of using inexpensive and high-density NAND flash for archival storage was posed recently for reducing data center costs. However, such flash…”
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Conference Proceeding -
12
Symbolic Regression for Data Storage with Side Information
Published in 2022 IEEE Information Theory Workshop (ITW) (01-11-2022)“…There are various ways to use machine learning to improve data storage techniques. In this paper, we introduce symbolic regression, a machine-learning method…”
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Conference Proceeding -
13
Machine Learning and Algorithmic Techniques for Error Correction
Published in 2018 Information Theory and Applications Workshop (ITA) (01-02-2018)“…Many types of data, such as natural languages, have rich internal redundancy, which can be used to substantially improve the error correction performance. This…”
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Conference Proceeding -
14
Multicluster interleaving on paths and cycles
Published in IEEE transactions on information theory (01-02-2005)“…Interleaving codewords is an important method not only for combatting burst errors, but also for distributed data retrieval. This paper introduces the concept…”
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15
Functional Error Correction for Reliable Neural Networks
Published in 2020 IEEE International Symposium on Information Theory (ISIT) (01-06-2020)“…When deep neural networks (DNNs) are implemented in hardware, their weights need to be stored in memory devices. As noise accumulates in the stored weights,…”
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Conference Proceeding -
16
CodNN - Robust Neural Networks From Coded Classification
Published in 2020 IEEE International Symposium on Information Theory (ISIT) (01-06-2020)“…Deep Neural Networks (DNNs) are a revolutionary force in the ongoing information revolution, and yet their intrinsic properties remain a mystery. In…”
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Conference Proceeding -
17
On LDPC decoding with natural redundancy
Published in 2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01-10-2017)“…Big-data storage has substantial challenges due to accumulative noise in storage media. To ensure its long-term reliability, new techniques for error…”
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Conference Proceeding -
18
Reinforcement prompting for financial synthetic data generation
Published in The Journal of finance and data science (01-12-2024)“…The emergence of Large Language Models (LLMs) has unlocked unprecedented potential for comprehending and generating human-like text, fueling advances in the…”
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19
A study of polar codes for MLC NAND flash memories
Published in 2015 International Conference on Computing, Networking and Communications (ICNC) (01-02-2015)“…The increasing density of NAND flash memories makes data more prone to errors due to severe process variations and disturbance. The urgency to improve NAND…”
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Conference Proceeding -
20
Correcting Charge-Constrained Errors in the Rank-Modulation Scheme
Published in IEEE transactions on information theory (01-05-2010)“…We investigate error-correcting codes for a the rank-modulation scheme with an application to flash memory devices. In this scheme, a set of n cells stores…”
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