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Journal Articles

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2024
[j5]
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Hajar Falahati, Mohammad Sadrosadati, Qiumin Xu, Juan Gómez-Luna, Banafsheh Saber Latibari, Hyeran Jeon, Shaahin Hessabi, Hamid Sarbazi-Azad, Onur Mutlu, Murali Annavaram, Masoud Pedram:
Cross-core Data Sharing for Energy-efficient GPUs. ACM Trans. Archit. Code Optim. 21(3): 42:1-42:32 (2024)
2022
[j4]
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Ryan Zelek, Hyeran Jeon:
Characterization of Semantic Segmentation Models on Mobile Platforms for Self-Navigation in Disaster-Struck Zones. IEEE Access 10: 73388-73402 (2022)
2019
[j3]
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Hyeran Jeon, Hodjat Asghari Esfeden, Nael B. Abu-Ghazaleh, Daniel Wong, Sindhuja Elango:
Locality-Aware GPU Register File. IEEE Comput. Archit. Lett. 18(2): 153-156 (2019)
2017
[j2]
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Sangpil Lee, Keunsoo Kim, Gunjae Koo, Hyeran Jeon, Murali Annavaram, Won Woo Ro:
Improving Energy Efficiency of GPUs through Data Compression and Compressed Execution. IEEE Trans. Computers 66(5): 834-847 (2017)
2010
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Hyeran Jeon, Woo Hyong Lee, Sung Woo Chung:
Load Unbalancing Strategy for Multicore Embedded Processors. IEEE Trans. Computers 59(10): 1434-1440 (2010)

Conference and Workshop Papers

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2024
[c30]
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Yuan Feng, Seonjin Na, Hyesoon Kim, Hyeran Jeon:
Barre Chord: Efficient Virtual Memory Translation for Multi-Chip-Module GPUs. ISCA 2024: 834-847
2023
[c29]
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Yuan Feng, Hyeran Jeon:
Understanding Scalability of Multi-GPU Systems. GPGPU@PPoPP 2023: 36-37
[c28]
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Mujahid Al Rafi, Yuan Feng, Fan Yao, Meng Tang, Hyeran Jeon:
Decepticon: Attacking Secrets of Transformers. IISWC 2023: 128-139
[c27]
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Luanzheng Guo, Jay F. Lofstead, Jie Ren, Ignacio Laguna, Gokcen Kestor, Line Pouchard, Dossay Oryspayev, Hyeran Jeon:
Understanding System Resilience for Converged Computing of Cloud, Edge, and HPC. ISC Workshops 2023: 221-233
2021
[c26]
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Jie Ren, Jiaolin Luo, Kai Wu, Minjia Zhang, Hyeran Jeon, Dong Li:
Sentinel: Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning. HPCA 2021: 598-611
[c25]
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Hyeran Jeon, Nima Karimian, Tamara Lehman:
A New Foe in GPUs: Power Side-Channel Attacks on Neural Network. ISQED 2021: 313
2020
[c24]
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Ryan Zelek, Vignesh K. Venkateshwar, Sai K. Duggineni, Renu Dighe, Hyeran Jeon:
Work-in-Progress: Enabling Edge-based Self-Navigation in Earthquake-Struck Zones. CODES+ISSS 2020: 37-39
2019
[c23]
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Aajna Karki, Chethan Palangotu Keshava, Spoorthi Mysore Shivakumar, Joshua Skow, Goutam Madhukeshwar Hegde, Hyeran Jeon:
Detailed Characterization of Deep Neural Networks on GPUs and FPGAs. GPGPU@ASPLOS 2019: 12-21
[c22]
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Hodjat Asghari Esfeden, Farzad Khorasani, Hyeran Jeon, Daniel Wong, Nael B. Abu-Ghazaleh:
CORF: Coalescing Operand Register File for GPUs. ASPLOS 2019: 701-714
[c21]
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Taehee Jeong, Deeksha Prakash Kankalale, Raymond Chau, Hyeran Jeon:
Going Deeper or Wider: Throughput Prediction for Cluster Tools with Machine Learning. BDCAT 2019: 21-30
[c20]
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Danny Santoso, Hyeran Jeon:
Understanding of GPU Architectural Vulnerability for Deep Learning Workloads. DFT 2019: 1-6
[c19]
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Aajna Karki, Chethan Palangotu Keshava, Spoorthi Mysore Shivakumar, Joshua Skow, Goutam Madhukeshwar Hegde, Hyeran Jeon:
Tango: A Deep Neural Network Benchmark Suite for Various Accelerators. ISPASS 2019: 137-138
2018
[c18]
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Meera Ramesh, Hyeran Jeon:
Parallelizing Deep Packet Inspection on GPU. BigDataService 2018: 248-253
[c17]
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Gunjae Koo, Hyeran Jeon, Zhenhong Liu, Nam Sung Kim, Murali Annavaram:
CTA-Aware Prefetching and Scheduling for GPU. IPDPS 2018: 137-148
2017
[c16]
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Akshay Dabholkar, Bhushan Muthiyan, Shilpa Srinivasan, Swetha Ravi, Hyeran Jeon, Jerry Gao:
Smart Illegal Dumping Detection. BigDataService 2017: 255-260
[c15]
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Hyeran Jeon, Kaikai Liu, Younghee Park, Jerry Gao, Gong Chen, Jim Kao:
Intelligent Learning Systems Design for Self-Defense Education. BigDataService 2017: 261-264
[c14]
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Mohammad Abdel-Majeed, Alireza Shafaei, Hyeran Jeon, Massoud Pedram, Murali Annavaram:
Pilot Register File: Energy Efficient Partitioned Register File for GPUs. HPCA 2017: 589-600
[c13]
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Meenu Ganesh, Priyanka Pednekar, Pooja Prabhuswamy, Divyashri Sreedharan Nair, Younghee Park, Hyeran Jeon:
CNN-Based Android Malware Detection. ICSSA 2017: 60-65
[c12]
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Sushma Nagaraj, Bhushan Muthiyan, Swetha Ravi, Virginia Menezes, Kalki Kapoor, Hyeran Jeon:
Edge-based street object detection. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-4
[c11]
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Milind Naphade, David C. Anastasiu, Anuj Sharma, Vamsi Jagrlamudi, Hyeran Jeon, Kaikai Liu, Ming-Ching Chang, Siwei Lyu, Jerry Zeyu Gao:
The NVIDIA AI City Challenge. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6
2016
[c10]
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Qiumin Xu, Hyeran Jeon, Keunsoo Kim, Won Woo Ro, Murali Annavaram:
Warped-Slicer: Efficient Intra-SM Slicing through Dynamic Resource Partitioning for GPU Multiprogramming. ISCA 2016: 230-242
2015
[c9]
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Mohammad Abdel-Majeed, Waleed Dweik, Hyeran Jeon, Murali Annavaram:
Warped-RE: Low-Cost Error Detection and Correction in GPUs. DSN 2015: 331-342
[c8]
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  - conf/iiswc/KooJA15
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Gunjae Koo, Hyeran Jeon, Murali Annavaram:
Revealing Critical Loads and Hidden Data Locality in GPGPU Applications. IISWC 2015: 120-129
[c7]
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Sangpil Lee, Keunsoo Kim, Gunjae Koo, Hyeran Jeon, Won Woo Ro, Murali Annavaram:
Warped-compression: enabling power efficient GPUs through register compression. ISCA 2015: 502-514
[c6]
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Hyeran Jeon, Gokul Subramanian Ravi, Nam Sung Kim, Murali Annavaram:
GPU register file virtualization. MICRO 2015: 420-432
2014
[c5]
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Qiumin Xu, Hyeran Jeon, Murali Annavaram:
Graph processing on GPUs: Where are the bottlenecks? IISWC 2014: 140-149
[c4]
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  - conf/itc/JeonLA14
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Hyeran Jeon, Gabriel H. Loh, Murali Annavaram:
Efficient RAS support for die-stacked DRAM. ITC 2014: 1-10
2013
[c3]
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Hyeran Jeon, Kaoutar El Maghraoui, Gokul B. Kandiraju:
Investigating hybrid SSD FTL schemes for Hadoop workloads. Conf. Computing Frontiers 2013: 20:1-20:10
2012
[c2]
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Hyeran Jeon, Murali Annavaram:
Warped-DMR: Light-weight Error Detection for GPGPU. MICRO 2012: 37-47
2010
[c1]
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Hyeran Jeon, Yinglong Xia, Viktor K. Prasanna:
Parallel Exact Inference on a CPU-GPGPU Heterogenous System. ICPP 2010: 61-70

Informal and Other Publications

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2024
[i6]
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  - journals/corr/abs-2406-03744
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Fang Chen, Gourav Datta, Mujahid Al Rafi, Hyeran Jeon, Meng Tang:
ReDistill: Residual Encoded Distillation for Peak Memory Reduction. CoRR abs/2406.03744 (2024)
2023
[i5]
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  - journals/corr/abs-2301-09262
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Yuan Feng, Hyeran Jeon, Filip Blagojevic, Cyril Guyot, Qing Li, Dong Li:
MEMO : Accelerating Transformers with Memoization on Big Memory Systems. CoRR abs/2301.09262 (2023)
2022
[i4]
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  - journals/corr/abs-2202-01421
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Ryan Zelek, Hyeran Jeon:
Characterization of Semantic Segmentation Models on Mobile Platforms for Self-Navigation in Disaster-Struck Zones. CoRR abs/2202.01421 (2022)
[i3]
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  - journals/corr/abs-2207-09539
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Mujahid Al Rafi, Yuan Feng, Hyeran Jeon:
Revealing Secrets From Pre-trained Models. CoRR abs/2207.09539 (2022)
[i2]
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Nigel Bernard, Hoa Nguyen, Aman Chandan, Savyasachi Jagdeeshan, Namdev Prabhugaonkar, Rutuja Shah, Hyeran Jeon:
Hydra: Hybrid Server Power Model. CoRR abs/2207.10217 (2022)
2019
[i1]
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  - journals/corr/abs-1901-04987
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Aajna Karki, Chethan Palangotu Keshava, Spoorthi Mysore Shivakumar, Joshua Skow, Goutam Madhukeshwar Hegde, Hyeran Jeon:
Tango: A Deep Neural Network Benchmark Suite for Various Accelerators. CoRR abs/1901.04987 (2019)

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