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Jiwon Seo 0002

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affiliation: Hanyang University, Big Data Systems Lab, Seoul, Korea
affiliation: Stanford University, Department of Computer Science, CA, USA
not to be confused with: Jiwon Seo 0001

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Journal Articles

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2024
[j8]
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  - journals/taco/KangKLLSJSP24
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Seokwon Kang, Jongbin Kim, Gyeongyong Lee, Jeongmyung Lee, Jiwon Seo, Hyungsoo Jung, Yong Ho Song, Yongjun Park:
ISP Agent: A Generalized In-storage-processing Workload Offloading Framework by Providing Multiple Optimization Opportunities. ACM Trans. Archit. Code Optim. 21(1): 11:1-11:24 (2024)
2023
[j7]
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  - journals/bib/LeeCJCJSJL23
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Kanggeun Lee, Dongbin Cho, Jinho Jang, Kang Choi, Hyoung-oh Jeong, Jiwon Seo, Won-Ki Jeong, Semin Lee:
RAMP: response-aware multi-task learning with contrastive regularization for cancer drug response prediction. Briefings Bioinform. 24(1) (2023)
2022
[j6]
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Eunjae Lee, Sam H. Noh, Jiwon Seo:
Sage: A System for Uncertain Network Analysis. Proc. VLDB Endow. 15(13): 3897-3910 (2022)
2020
[j5]
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Younghoon Kim, Jiwon Seo:
Detection of Rapidly Spreading Hashtags via Social Networks. IEEE Access 8: 39847-39860 (2020)
[j4]
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Hokeun Cha, Moohyeon Nam, Kibeom Jin, Jiwon Seo, Beomseok Nam:
B³-Tree: Byte-Addressable Binary B-Tree for Persistent Memory. ACM Trans. Storage 16(3): 17:1-17:27 (2020)
2019
[j3]
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Youjip Won, Sundoo Kim, Juseong Yun, Damquang Tuan, Jiwon Seo:
DASH: Database Shadowing for Mobile DBMS. Proc. VLDB Endow. 12(7): 793-806 (2019)
2015
[j2]
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  - journals/tkde/SeoGL15
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Jiwon Seo, Stephen Guo, Monica S. Lam:
SociaLite: An Efficient Graph Query Language Based on Datalog. IEEE Trans. Knowl. Data Eng. 27(7): 1824-1837 (2015)
2013
[j1]
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Jiwon Seo, Jongsoo Park, Jaeho Shin, Monica S. Lam:
Distributed SociaLite: A Datalog-Based Language for Large-Scale Graph Analysis. Proc. VLDB Endow. 6(14): 1906-1917 (2013)

Conference and Workshop Papers

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2024
[c24]
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  - conf/asplos/OhKKKLC024
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Hyungjun Oh, Kihong Kim, Jaemin Kim, Sungkyun Kim, Junyeol Lee, Du-seong Chang, Jiwon Seo:
ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference. ASPLOS (2) 2024: 369-384
[c23]
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Younghyun Lee, Hyejun Kim, Yongseung Yu, Myeongjin Cho, Jiwon Seo, Yongjun Park:
Discovering Efficient Fused Layer Configurations for Executing Multi-Workloads on Multi-Core NPUs. DATE 2024: 1-6
2023
[c22]
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  - conf/aaai/ChoiSK023
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Kang Choi, Donghyun Son, Younghoon Kim, Jiwon Seo:
Testing the Channels of Convolutional Neural Networks. AAAI 2023: 14774-14782
[c21]
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  - conf/acl/MoradshahiSBCCG23
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Mehrad Moradshahi, Tianhao Shen, Kalika Bali, Monojit Choudhury, Gaël de Chalendar, Anmol Goel, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Nasredine Semmar, Sina J. Semnani, Jiwon Seo, Vivek Seshadri, Manish Shrivastava, Michael Sun, Aditya Yadavalli, Chaobin You, Deyi Xiong, Monica S. Lam:
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents. ACL (Findings) 2023: 2773-2794
[c20]
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  - conf/iccd/YuSLPRC0023
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Yongseung Yu, Donghyun Son, Younghyun Lee, Sunghyun Park, Giha Ryu, Myeongjin Cho, Jiwon Seo, Yongjun Park:
Tailoring CUTLASS GEMM using Supervised Learning. ICCD 2023: 465-474
2022
[c19]
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  - conf/elinfocom/KangLCLKKS22
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Han-Sung Kang, Yongjoo Lee, Dongbin Cho, Jaeyoung Lee, Mincheal Kang, Younghoon Kim, Jiwon Seo:
Quantization training with two-level bit width. ICEIC 2022: 1-4
[c18]
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Sungkyun Kim, Jaemin Kim, Nahun Kim, Mincheal Kang, Jiwon Seo:
Improving Inference Time of Deep Learning Model with Partial Skip of ReLU-fused Matrix Multiplication Operations. ICEIC 2022: 1-4
[c17]
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Seungmo Yang, Mincheal Kang, Jiwon Seo, Younghoon Kim:
Correlation Between Attention Heads of BERT. ICEIC 2022: 1-3
[c16]
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Hyungjun Oh, Junyeol Lee, HyeongJu Kim, Jiwon Seo:
Out-of-order backprop: an effective scheduling technique for deep learning. EuroSys 2022: 435-452
[c15]
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Changdae Kim, Kwangwon Koh, Taehoon Kim, Daegyu Han, Jiwon Seo:
BWA-MEM-SCALE: Accelerating Genome Sequence Mapping on Commodity Servers. ICPP 2022: 83:1-83:12
2021
[c14]
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Yun-Yong Ko, Kibong Choi, Jiwon Seo, Sang-Wook Kim:
An In-Depth Analysis of Distributed Training of Deep Neural Networks. IPDPS 2021: 994-1003
[c13]
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  - conf/sigmod/KoLHLSSH21
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Seongyun Ko, Taesung Lee, Kijae Hong, Wonseok Lee, In Seo, Jiwon Seo, Wook-Shin Han:
iTurboGraph: Scaling and Automating Incremental Graph Analytics. SIGMOD Conference 2021: 977-990
2020
[c12]
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Youngseok Kim, Junyeol Lee, Younghoon Kim, Jiwon Seo:
Robust quantization of deep neural networks. CC 2020: 74-84
[c11]
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  - conf/dac/OhYRAJPS20
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Hyungjun Oh, Yongseung Yu, Giha Ryu, Gunjoo Ahn, Yuri Jeong, Yongjun Park, Jiwon Seo:
Convergence-Aware Neural Network Training. DAC 2020: 1-6
[c10]
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Hyungjun Oh, Bongki Cho, Changdae Kim, Heejin Park, Jiwon Seo:
AniFilter: parallel and failure-atomic cuckoo filter for non-volatile memories. EuroSys 2020: 21:1-21:15
2019
[c9]
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Eunjae Lee, Junghyun Kim, Keunhak Lim, Sam H. Noh, Jiwon Seo:
Pre-Select Static Caching and Neighborhood Ordering for BFS-like Algorithms on Disk-based Graph Engines. USENIX Annual Technical Conference 2019: 459-474
2018
[c8]
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Moeen Mirhosseini, Jiwon Seo:
Wiki'ike: Making Use of Knowledge Graphs in a Classroom. CSCW Companion 2018: 33-36
[c7]
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Jiwon Seo:
Datalog Extensions for Bioinformatic Data Analysis. EMBC 2018: 1303-1306
2016
[c6]
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  - conf/icse/LamCSF16
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Monica S. Lam, Giovanni Campagna, Jiwon Seo, Michael Fischer:
A distributed open social platform for mobile devices. MOBILESoft 2016: 173-174
2014
[c5]
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  - conf/sigmod/SatishSPSPHSYD14
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Nadathur Satish, Narayanan Sundaram, Md. Mostofa Ali Patwary, Jiwon Seo, Jongsoo Park, Muhammad Amber Hassaan, Shubho Sengupta, Zhaoming Yin, Pradeep Dubey:
Navigating the maze of graph analytics frameworks using massive graph datasets. SIGMOD Conference 2014: 979-990
2013
[c4]
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Jiwon Seo, Stephen Guo, Monica S. Lam:
SociaLite: Datalog extensions for efficient social network analysis. ICDE 2013: 278-289
2010
[c3]
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  - conf/ndss/SeoL10
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Jiwon Seo, Monica S. Lam:
InvisiType: Object-Oriented Security Policies. NDSS 2010
2008
[c2]
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  - conf/spaa/ChungSBMMKO08
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JaeWoong Chung, Jiwon Seo, Woongki Baek, Chi Cao Minh, Austen McDonald, Christos Kozyrakis, Kunle Olukotun:
Improving software concurrency with hardware-assisted memory snapshot. SPAA 2008: 363
[c1]
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JaeWoong Chung, Woongki Baek, Nathan Grasso Bronson, Jiwon Seo, Christos Kozyrakis, Kunle Olukotun:
Ased: availability, security, and debugging support usingtransactional memory. SPAA 2008: 366

Informal and Other Publications

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2024
[i5]
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  - journals/corr/abs-2404-07947
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Hyungjun Oh, Kihong Kim, Jaemin Kim, Sungkyun Kim, Junyeol Lee, Du-seong Chang, Jiwon Seo:
ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference. CoRR abs/2404.07947 (2024)
[i4]
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  - journals/corr/abs-2405-17840
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Andrew H. Lee, Sina J. Semnani, Galo Castillo-López, Gaël de Chalendar, Monojit Choudhury, Ashna Dua, Kapil Rajesh Kavitha, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Alexis Lombard, Mehrad Moradshahi, Gihyun Park, Nasredine Semmar, Jiwon Seo, Tianhao Shen, Manish Shrivastava, Deyi Xiong, Monica S. Lam:
Benchmark Underestimates the Readiness of Multi-lingual Dialogue Agents. CoRR abs/2405.17840 (2024)
2023
[i3]
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  - journals/corr/abs-2303-03400
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Kang Choi, Donghyun Son, Younghoon Kim, Jiwon Seo:
Testing the Channels of Convolutional Neural Networks. CoRR abs/2303.03400 (2023)
[i2]
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  - journals/corr/abs-2306-17674
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Mehrad Moradshahi, Tianhao Shen, Kalika Bali, Monojit Choudhury, Gaël de Chalendar, Anmol Goel, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Nasredine Semmar, Sina J. Semnani, Jiwon Seo, Vivek Seshadri, Manish Shrivastava, Michael Sun, Aditya Yadavalli, Chaobin You, Deyi Xiong, Monica S. Lam:
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents. CoRR abs/2306.17674 (2023)
2021
[i1]
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  - journals/corr/abs-2110-00929
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Hyungjun Oh, Junyeol Lee, HyeongJu Kim, Jiwon Seo:
Scheduling Optimization Techniques for Neural Network Training. CoRR abs/2110.00929 (2021)

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