Jiwon Seo

42 papers A* 4A 6B 4C 1Journal 15Unranked 12
YearRankTypeTitle / Venue / Authors
2026 A conf
FlexiQ: Adaptive Mixed-Precision Quantization for Latency/Accuracy Trade-Offs in Deep Neural Networks.
EuroSys
Jaemin Kim, Hongjun Um, Sungkyun Kim, Yongjun Park, Jiwon Seo
2026 — conf
Robust Ultra Low-Bit Post-Training Quantization via Stable Diagonal Curvature Estimate.
EuroMLSys@EuroSys
Jaemin Kim, Sungkyun Kim, Junyeol Lee, Jiwon Seo
2025 J jnl
Efficient Image Super-Resolution Using Dynamic Quality Control With Recursive Model Structures.
IEEE Access
Inho Lee, Jaemin Park, Seunghwan Lee, Tae Hyun Kim, Jiwon Seo, Hunjun Lee, Yongjun Park
2025 J jnl
FlexiQ: Adaptive Mixed-Precision Quantization for Latency/Accuracy Trade-Offs in Deep Neural Networks.
CoRR
Jaemin Kim, Hongjun Um, Sungkyun Kim, Yongjun Park, Jiwon Seo
2025 A conf
PIM-CARE: A Compiler-Assisted Dynamic Resource Allocation Framework for Real-world DRAM PIM.
ICS
Inyong Hwang, Donghyeon Kim, Seokwon Kang, Taehyeong Park, Taehoon Kim, Jiwon Seo, Hanjun Kim, Youngsok Kim, Yongjun Park
2025 J jnl
Speculative Verification: Exploiting Information Gain to Refine Speculative Decoding.
CoRR
Sungkyun Kim, Jaemin Kim, Dogyung Yoon, Jiho Shin, Junyeol Lee, Jiwon Seo
2024 J jnl
Benchmark Underestimates the Readiness of Multi-lingual Dialogue Agents.
CoRR
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
2024 A conf
Discovering Efficient Fused Layer Configurations for Executing Multi-Workloads on Multi-Core NPUs.
DATE
Younghyun Lee, Hyejun Kim, Yongseung Yu, Myeongjin Cho, Jiwon Seo, Yongjun Park
2024 — conf
ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference.
ASPLOS (2)
Hyungjun Oh, Kihong Kim, Jaemin Kim, Sungkyun Kim, Junyeol Lee, Du-Seong Chang, Jiwon Seo
2024 J jnl
ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference.
CoRR
Hyungjun Oh, Kihong Kim, Jaemin Kim, Sungkyun Kim, Junyeol Lee, Du-Seong Chang, Jiwon Seo
2024 J jnl
ISP Agent: A Generalized In-storage-processing Workload Offloading Framework by Providing Multiple Optimization Opportunities.
ACM Trans. Archit. Code Optim.
Seokwon Kang, Jongbin Kim, Gyeongyong Lee, Jeongmyung Lee, Jiwon Seo, Hyungsoo Jung, Yong Ho Song, Yongjun Park
2023 J jnl
RAMP: response-aware multi-task learning with contrastive regularization for cancer drug response prediction.
Briefings Bioinform.
Kanggeun Lee, Dongbin Cho, Jinho Jang, Kang Choi, Hyoung-oh Jeong, Jiwon Seo, Won-Ki Jeong, Semin Lee
2023 C conf
Tailoring CUTLASS GEMM using Supervised Learning.
ICCD
Yongseung Yu, Donghyun Son, Younghyun Lee, Sunghyun Park, Giha Ryu, Myeongjin Cho, Jiwon Seo, Yongjun Park
2023 A* conf
Testing the Channels of Convolutional Neural Networks.
AAAI
Kang Choi, Donghyun Son, Younghoon Kim, Jiwon Seo
2023 J jnl
Testing the Channels of Convolutional Neural Networks.
CoRR
Kang Choi, Donghyun Son, Younghoon Kim, Jiwon Seo
2023 — conf
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents.
ACL (Findings)
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
2023 J jnl
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents.
CoRR
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
2022 B conf
BWA-MEM-SCALE: Accelerating Genome Sequence Mapping on Commodity Servers.
ICPP
Changdae Kim, Kwangwon Koh, Taehoon Kim, Daegyu Han, Jiwon Seo
2022 — conf
Correlation Between Attention Heads of BERT.
ICEIC
Seungmo Yang, Mincheal Kang, Jiwon Seo, Younghoon Kim
2022 — conf
Improving Inference Time of Deep Learning Model with Partial Skip of ReLU-fused Matrix Multiplication Operations.
ICEIC
Sungkyun Kim, Jaemin Kim, Nahun Kim, Mincheal Kang, Jiwon Seo
2022 A conf
Out-of-order backprop: an effective scheduling technique for deep learning.
EuroSys
Hyungjun Oh, Junyeol Lee, Hyeongju Kim, Jiwon Seo
2022 — conf
Quantization training with two-level bit width.
ICEIC
Han-Sung Kang, Yongjoo Lee, Dongbin Cho, Jaeyoung Lee, Mincheal Kang, Younghoon Kim, Jiwon Seo
2022 J jnl
Sage: A System for Uncertain Network Analysis.
Proc. VLDB Endow.
Eunjae Lee, Sam H. Noh, Jiwon Seo
2021 A conf
An In-Depth Analysis of Distributed Training of Deep Neural Networks.
IPDPS
Yun-Yong Ko, Kibong Choi, Jiwon Seo, Sang-Wook Kim
2021 J jnl
Scheduling Optimization Techniques for Neural Network Training.
CoRR
Hyungjun Oh, Junyeol Lee, Hyeongju Kim, Jiwon Seo
2021 — conf
iTurboGraph: Scaling and Automating Incremental Graph Analytics.
SIGMOD Conference
Seongyun Ko, Taesung Lee, Kijae Hong, Wonseok Lee, In Seo, Jiwon Seo, Wook-Shin Han
2020 A conf
AniFilter: parallel and failure-atomic cuckoo filter for non-volatile memories.
EuroSys
Hyungjun Oh, Bongki Cho, Changdae Kim, Heejin Park, Jiwon Seo
2020 A* conf
Convergence-Aware Neural Network Training.
DAC
Hyungjun Oh, Yongseung Yu, Giha Ryu, Gunjoo Ahn, Yuri Jeong, Yongjun Park, Jiwon Seo
2020 J jnl
Detection of Rapidly Spreading Hashtags via Social Networks.
IEEE Access
Younghoon Kim, Jiwon Seo
2020 B conf
Robust quantization of deep neural networks.
CC
Youngseok Kim, Junyeol Lee, Younghoon Kim, Jiwon Seo
2019 J jnl
DASH: Database Shadowing for Mobile DBMS.
Proc. VLDB Endow.
Youjip Won, Sundoo Kim, Juseong Yun, Damquang Tuan, Jiwon Seo
2019 — conf
Pre-Select Static Caching and Neighborhood Ordering for BFS-like Algorithms on Disk-based Graph Engines.
USENIX ATC
Eunjae Lee, Junghyun Kim, Keunhak Lim, Sam H. Noh, Jiwon Seo
2018 — conf
Datalog Extensions for Bioinformatic Data Analysis.
EMBC
Jiwon Seo
2018 — conf
Wiki'ike: Making Use of Knowledge Graphs in a Classroom.
CSCW Companion
Moeen Mirhosseini, Jiwon Seo
2016 — conf
A distributed open social platform for mobile devices.
MOBILESoft
Monica S. Lam, Giovanni Campagna, Jiwon Seo, Michael Fischer
2015 J jnl
SociaLite: An Efficient Graph Query Language Based on Datalog.
IEEE Trans. Knowl. Data Eng.
Jiwon Seo, Stephen Guo, Monica S. Lam
2014 — conf
Navigating the maze of graph analytics frameworks using massive graph datasets.
SIGMOD Conference
Nadathur Satish, Narayanan Sundaram, Md. Mostofa Ali Patwary, Jiwon Seo, Jongsoo Park, Muhammad Amber Hassaan, Shubho Sengupta, Zhaoming Yin, Pradeep Dubey
2013 J jnl
Distributed SociaLite: A Datalog-Based Language for Large-Scale Graph Analysis.
Proc. VLDB Endow.
Jiwon Seo, Jongsoo Park, Jaeho Shin, Monica S. Lam
2013 A* conf
SociaLite: Datalog extensions for efficient social network analysis.
ICDE
Jiwon Seo, Stephen Guo, Monica S. Lam
2010 A* conf
InvisiType: Object-Oriented Security Policies.
NDSS
Jiwon Seo, Monica S. Lam
2008 B conf
Ased: availability, security, and debugging support usingtransactional memory.
SPAA
JaeWoong Chung, Woongki Baek, Nathan Grasso Bronson, Jiwon Seo, Christos Kozyrakis, Kunle Olukotun
2008 B conf
Improving software concurrency with hardware-assisted memory snapshot.
SPAA
JaeWoong Chung, Jiwon Seo, Woongki Baek, Chi Cao Minh, Austen McDonald, Christos Kozyrakis, Kunle Olukotun