Sungjin Im
- Faster Matchings via Learned Duals
2021/07/20 by Michael Dinitz, Dinitz, Michael, Sungjin Im +7 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems
- Tight Bounds for Online Vector Scheduling
2014/11/14 by Sungjin Im, Im, Sungjin, Nathaniel Kell +5 · 2 citations
Computer Science · #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Search Problems #Stochastic Gradient Optimization Techniques
- Parsimonious Learning-Augmented Caching
2022/02/09 by Sungjin Im, Im, Sungjin, Ravi Kumar +5 · 3 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Stochastic Gradient Optimization Techniques #Data Stream Mining Techniques
- Strategic Facility Location via Predictions
2024/10/10 by Qingyun Chen, Nick Gravin, Chen, Qingyun +3 · 4 citations
Engineering · #Advanced Manufacturing and Logistics Optimization
- Minimum Latency Submodular Cover
2011/10/10 by Sungjin Im, Im, Sungjin, Viswanath Nagarajan +3 · 1 citation
Computer Science · #68Q25 #Complexity and Algorithms in Graphs #Cryptography and Data Security #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Online Load Balancing for Related Machines
2017/09/29 by Sungjin Im, Nathaniel Kell, Im, Sungjin +5 · 1 citation
Computer Science · Engineering · #Cloud Computing and Resource Management #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Search Problems #Scheduling and Optimization Algorithms
- Binary Search with Distributional Predictions
2024/11/25 by Michael Dinitz, Dinitz, Michael, Sungjin Im +9 · 1 voice · 2 citations
Computer Science · #Metaheuristic Optimization Algorithms Research #Optimization and Search Problems #Evolutionary Algorithms and Applications
- Improved Approximations for Unrelated Machine Scheduling
2022/11/18 by Sungjin Im, Shi Li, Im, Sungjin +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Search Problems #Stochastic Gradient Optimization Techniques
- DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition
2025/01/31 by Wonjun Lee, Lee, Wonjun, Sungjin Im +9 · 3 citations
Computer Science · Medicine · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Phonetics and Phonology Research #Sound (cs.SD) #Speech Recognition and Synthesis #Voice and Speech Disorders #electronic engineering #information engineering
- On the Convergence Rate of Linear Datalogo over Stable Semirings
2023/11/29 by Sungjin Im, Im, Sungjin, Benjamin Moseley +5 · 1 citation
Computer Science · #Complexity and Algorithms in Graphs #Databases (cs.DB) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning and Algorithms
- Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking
2024/09/10 by Jihyun Lee, Sungjin Im, Lee, Jihyun +5 · 1 citation
Neuroscience · Psychology · Computer Science · #EEG and Brain-Computer Interfaces #Cognitive Functions and Memory #Context-Aware Activity Recognition Systems