Yongjune Kim

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 60

Top Topics

Homomorphic Encryption

Convolutional Neural Networks

Redundancy Allocation

Error Correction

Top Venues

IEEE Trans. Commun.

IEEE J. Sel. Areas Commun.

Publications

Heeyoul Kwak, Daeyoung Yun, Yongjune Kim, Sang-Hyo Kim, Jong-Seon No
Boosted Neural Decoders: Achieving Extreme Reliability of LDPC Codes for 6G Networks. CoRR (2024)
Jiwoong Im, Nayoung Kwon, Taewoo Park, Jiheon Woo, Jaeho Lee, Yongjune Kim
Attention-aware Semantic Communications for Collaborative Inference. CoRR (2024)
Seong-Joon Park, Heeyoul Kwak, Sang-Hyo Kim, Yongjune Kim, Jong-Seon No
CrossMPT: Cross-attention Message-Passing Transformer for Error Correcting Codes. CoRR (2024)
Jun-Woo Tak, Sang-Hyo Kim, Yongjune Kim, Jong-Seon No
New private information retrieval codes for imperfect privacy. ICT Express 10 (4) (2024)
Heeyoul Kwak, Daeyoung Yun, Yongjune Kim, Sang-Hyo Kim, Jong-Seon No
Boosting Learning for LDPC Codes to Improve the Error-Floor Performance. CoRR (2023)
Jiheon Woo, Chanhee Yoo, Young-Sik Kim, Yuval Cassuto, Yongjune Kim
Generalized LRS Estimator for Min-Entropy Estimation. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Yuval Ben-Hur, Asaf Goren, Da El Klang, Yongjune Kim, Yuval Cassuto
Ensemble Classification With Noisy Real-Valued Base Functions. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Seong-Joon Park, Heeyoul Kwak, Sang-Hyo Kim, Sunghwan Kim, Yongjune Kim, Jong-Seon No
How to Mask in Error Correction Code Transformer: Systematic and Double Masking. CoRR (2023)
Heeyoul Kwak, Daeyoung Yun, Yongjune Kim, Sang-Hyo Kim, Jong-Seon No
Boosting Learning for LDPC Codes to Improve the Error-Floor Performance. NeurIPS (2023)
Daewon Seo, Yongjune Kim
Information and Energy Transmission With Wavelet-Reconstructed Harvesting Functions. IEEE Trans. Commun. 71 (6) (2023)
Daewon Seo, Sung Hoon Lim, Yongjune Kim
A Context-Aware CEO Problem. IEEE Trans. Commun. 71 (12) (2023)
Yongjune Kim, Junyoung Shin, Yuval Cassuto, Lav R. Varshney
Distributed Boosting Classification Over Noisy Communication Channels. IEEE J. Sel. Areas Commun. 41 (1) (2023)
Daewon Seo, Sung Hoon Lim, Yongjune Kim
A Context-Aware CEO Problem. CoRR (2023)
Junghyun Lee, Eunsang Lee, Joon-Woo Lee, Yongjune Kim, Young-Sik Kim, Jong-Seon No
Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted Data. IEEE Access 11 (2023)
Qing Li, Yongjune Kim, Cyril Guyot
Rate-Distortion via Energy-Based Models. DCC (2023)
Daewon Seo, Yongjune Kim
Information and Energy Transmission with Wavelet-Reconstructed Harvesting Functions. CoRR (2023)
Junghyun Lee, Eunsang Lee, Young-Sik Kim, Yongwoo Lee, Joon-Woo Lee, Yongjune Kim, Jong-Seon No
Optimizing Layerwise Polynomial Approximation for Efficient Private Inference on Fully Homomorphic Encryption: A Dynamic Programming Approach. CoRR (2023)
Heeyoul Kwak, Jae-Won Kim, Yongjune Kim, Sang-Hyo Kim, Jong-Seon No
Neural Min-Sum Decoding for Generalized LDPC Codes. IEEE Commun. Lett. 26 (12) (2022)
Eunsang Lee, Joon-Woo Lee, Junghyun Lee, Young-Sik Kim, Yongjune Kim, Jong-Seon No, Woosuk Choi
Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Parallel Convolutions. ICML (2022)
Yuval Ben-Hur, Asaf Goren, Da El Klang, Yongjune Kim, Yuval Cassuto
Mitigating Noise in Ensemble Classification with Real-Valued Base Functions. ISIT (2022)
Seonhyeong Kim, Jiheon Woo, Daewon Seo, Yongjune Kim
Communication-Efficient and Drift-Robust Federated Learning via Elastic Net. CoRR (2022)
Jiheon Woo, Chanhee Yoo, Young-Sik Kim, Yuval Cassuto, Yongjune Kim
Generalized Longest Repeated Substring Min-Entropy Estimator. ISIT (2022)
Daewon Seo, Yongjune Kim
Information and Energy Transmission with Wavelet-Reconstructed Harvesting Functions. ISIT (2022)
Yongjune Kim, Euiseok Hwang, B. V. K. Vijaya Kumar
Writing on dirty flash memory: Combating inter-cell interference via coding with side information. J. Commun. Networks 24 (6) (2022)
Yongwoo Lee, Joon-Woo Lee, Young-Sik Kim, Yongjune Kim, Jong-Seon No, HyungChul Kang
High-Precision Bootstrapping for Approximate Homomorphic Encryption by Error Variance Minimization. EUROCRYPT (1) (2022)
Yongjune Kim, Yoocharn Jeon, Hyeokjin Choi, Cyril Guyot, Yuval Cassuto
Optimizing Write Fidelity of MRAMs by Alternating Water-Filling Algorithm. IEEE Trans. Commun. 70 (9) (2022)
Jiheon Woo, Chanhee Yoo, Young-Sik Kim, Yuval Cassuto, Yongjune Kim
Generalized LRS Estimator for Min-entropy Estimation. CoRR (2021)
Jun-Woo Tak, Sang-Hyo Kim, Yongjune Kim, Jong-Seon No
Weakly Private Information Retrieval Under Rényi Divergence. CoRR (2021)
Eunsang Lee, Joon-Woo Lee, Junghyun Lee, Young-Sik Kim, Yongjune Kim, Jong-Seon No, Woosuk Choi
Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Convolutions. IACR Cryptol. ePrint Arch. 2021 (2021)
Yongjune Kim, Cyril Guyot, Young-Sik Kim
On the Efficient Estimation of Min-Entropy. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Junghyun Lee, Eunsang Lee, Joon-Woo Lee, Yongjune Kim, Young-Sik Kim, Jong-Seon No
Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted Data. CoRR (2021)
Yongjune Kim, Yoocharn Jeon, Hyeokjin Choi, Cyril Guyot, Yuval Cassuto
Optimizing Write Fidelity of MRAMs via Iterative Water-filling Algorithm. CoRR (2021)
Yuval Cassuto, Yongjune Kim
Boosting for Straggling and Flipping Classifiers. ISIT (2021)
Yongjune Kim, Yuval Cassuto, Lav R. Varshney
Distributed Boosting Classifiers over Noisy Channels. ACSSC (2020)
Mingu Kang, Yongjune Kim, Ameya D. Patil, Naresh R. Shanbhag
Deep In-Memory Architectures for Machine Learning-Accuracy Versus Efficiency Trade-Offs. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. (5) (2020)
Yongjune Kim, Cyril Guyot, Young-Sik Kim
On the Efficient Estimation of Min-Entropy. CoRR (2020)
Yongjune Kim, Cyril Guyot, Young-Sik Kim
On the Efficient Estimation of Min-Entropy. IACR Cryptol. ePrint Arch. 2020 (2020)
Yongjune Kim, Yoocharn Jeon, Cyril Guyot, Yuval Cassuto
Optimizing the Write Fidelity of MRAMs. ISIT (2020)
Qing Li, Yang Chen, Yongjune Kim
Compression by and for Deep Boltzmann Machines. IEEE Trans. Commun. 68 (12) (2020)
Yongjune Kim, Yoocharn Jeon, Cyril Guyot, Yuval Cassuto
Optimizing the Write Fidelity of MRAMs. CoRR (2020)
Yongjune Kim, Yuval Cassuto, Lav R. Varshney
Boosting Classifiers with Noisy Inference. CoRR (2019)
Yongjune Kim, Won Ho Choi, Cyril Guyot, Yuval Cassuto
On the Optimal Refresh Power Allocation for Energy-Efficient Memories. GLOBECOM (2019)
Charbel Sakr, Yongjune Kim, Naresh R. Shanbhag
Minimum Precision Requirements of General Margin Hyperplane Classifiers. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (2) (2019)
Naresh R. Shanbhag, Naveen Verma, Yongjune Kim, Ameya D. Patil, Lav R. Varshney
Shannon-Inspired Statistical Computing for the Nanoscale Era. Proc. IEEE 107 (1) (2019)
Yongjune Kim, Ravi Kiran Raman, Young-Sik Kim, Lav R. Varshney, Naresh R. Shanbhag
Efficient Local Secret Sharing for Distributed Blockchain Systems. IEEE Commun. Lett. 23 (2) (2019)
Yongjune Kim, Won Ho Choi, Cyril Guyot, Yuval Cassuto
On the Optimal Refresh Power Allocation for Energy-Efficient Memories. CoRR (2019)
Sujan K. Gonugondla, Mingu Kang, Yongjune Kim, Mark Helm, Sean Eilert, Naresh R. Shanbhag
Energy-Efficient Deep In-memory Architecture for NAND Flash Memories. ISCAS (2018)
Yongjune Kim, Mingu Kang, Lav R. Varshney, Naresh R. Shanbhag
Generalized Water-Filling for Source-Aware Energy-Efficient SRAMs. IEEE Trans. Commun. 66 (10) (2018)
Yongjune Kim, Mingu Kang, Lav R. Varshney, Naresh R. Shanbhag
SRAM Bit-line Swings Optimization using Generalized Waterfilling. ISIT (2018)
Yongjune Kim, B. V. K. Vijaya Kumar
Redundancy allocation in finite-length nested codes for nonvolatile memories. CoRR (2018)
Yongjune Kim, B. V. K. Vijaya Kumar
Redundancy allocation in finite-length nested codes for nonvolatile memories. J. Commun. Networks 20 (4) (2018)
Charbel Sakr, Yongjune Kim, Naresh R. Shanbhag
Analytical Guarantees on Numerical Precision of Deep Neural Networks. ICML (2017)
Charbel Sakr, Ameya D. Patil, Sai Zhang, Yongjune Kim, Naresh R. Shanbhag
Minimum precision requirements for the SVM-SGD learning algorithm. ICASSP (2017)
Yingyan Lin, Charbel Sakr, Yongjune Kim, Naresh R. Shanbhag
PredictiveNet: An energy-efficient convolutional neural network via zero prediction. ISCAS (2017)
Yongjune Kim, Mingu Kang, Lav R. Varshney, Naresh R. Shanbhag
Generalized Water-filling for Source-Aware Energy-Efficient SRAMs. CoRR (2017)
Yongjune Kim, B. V. K. Vijaya Kumar
Duality between erasures and defects. CoRR (2016)
Yongjune Kim, Abhishek A. Sharma, Robert Mateescu, Seung-Hwan Song, Zvonimir Z. Bandic, James A. Bain, B. V. K. Vijaya Kumar
Locally Rewritable Codes for Resistive Memories. IEEE J. Sel. Areas Commun. 34 (9) (2016)
Yongjune Kim, Abhishek A. Sharma, Robert Mateescu, Seung-Hwan Song, Zvonimir Z. Bandic, James A. Bain, B. V. K. Vijaya Kumar
Locally rewritable codes for resistive memories. ICC (2016)
Yongjune Kim, B. V. K. Vijaya Kumar
Duality between erasures and defects. ITA (2016)
Yongjune Kim, Abhishek A. Sharma, Robert Mateescu, Seung-Hwan Song, Zvonimir Z. Bandic, James A. Bain, B. V. K. Vijaya Kumar
Locally rewritable codes for resistive memories. CoRR (2016)
Yongjune Kim, Robert Mateescu, Seung-Hwan Song, Zvonimir Bandic, B. V. K. Vijaya Kumar
Coding scheme for 3D vertical flash memory. ICC (2015)
Yongjune Kim, B. V. K. Vijaya Kumar
Writing on dirty flash memory. CoRR (2014)
Yongjune Kim, B. V. K. Vijaya Kumar
Writing on dirty flash memory. Allerton (2014)
Yongjune Kim, Robert Mateescu, Seung-Hwan Song, Zvonimir Bandic, B. V. K. Vijaya Kumar
Coding scheme for 3D vertical flash memory. CoRR (2014)
Yongjune Kim, B. V. K. Vijaya Kumar
On the Duality of Erasures and Defects. CoRR (2014)
Yongjune Kim, B. V. K. Vijaya Kumar
Coding for Memory with Stuck-at Defects CoRR (2013)
Yongjune Kim, B. V. K. Vijaya Kumar
Redundancy Allocation of Partitioned Linear Block Codes CoRR (2013)
Yongjune Kim, B. V. K. Vijaya Kumar
Redundancy allocation of partitioned linear block codes. ISIT (2013)
Yongjune Kim, Kyoung Lae Cho, Hongrak Son, Jaehong Kim, Jun Jin Kong, Jaejin Lee, B. V. K. Vijaya Kumar
Modulation Coding for Flash Memories CoRR (2013)
Yongjune Kim, B. V. K. Vijaya Kumar, Kyoung Lae Cho, Hongrak Son, Jaehong Kim, Jun Jin Kong, Jaejin Lee
Modulation coding for flash memories. ICNC (2013)
Yongjune Kim, B. V. K. Vijaya Kumar
Coding for memory with stuck-at defects. ICC (2013)
Yongjune Kim, Jaehong Kim, Jun Jin Kong, B. V. K. Vijaya Kumar, Xin Li
Verify level control criteria for multi-level cell flash memories and their applications. EURASIP J. Adv. Signal Process. 2012 (2012)
Yongjune Kim, Ho-Yun Kim, Minjoong Rim, Dae-Woon Lim
On the Optimal Cyclic Delay Value in Cyclic Delay Diversity. IEEE Trans. Broadcast. 55 (4) (2009)