Gyuwan Kim

Latest

• CoinRAG: Contextualized Information Nugget KV Cache Reuse for Long-Context RAG
• Global Optimization and Inference-Time Region Grafting for Agentic Workflows
• KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem
• PPA-Plan: Proactive Pitfall Avoidance for Reliable Planning in Long-Context LLM Reasoning
• Detecting Training Data of Large Language Models via Expectation Maximization
• AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking
• ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts
• MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG
• Towards Standardizing Korean Grammatical Error Correction: Datasets and Annotation
• Bridging the Training-Inference Gap for Dense Phrase Retrieval
• Consistency Training with Virtual Adversarial Discrete Perturbation
• Dynamic-TinyBERT: Boost TinyBERT's Inference Efficiency by Dynamic Sequence Length
• NASCUP: Nucleic Acid Sequence Classification by Universal Probability
• SSMix: Saliency-based Span Mixup for Text Classification
• Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search
• Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding
• ST-BERT: Cross-modal Language Model Pre-training For End-to-end Spoken Language Understanding
• AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights
• Large Product Key Memory for Pretrained Language Models
• Efficient Dialogue State Tracking by Selectively Overwriting Memory
• Subword Language Model for Query Auto-Completion
• Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models
• Training IBM Watson using Automatically Generated Question-Answer Pairs
• LSTM-Based System-Call Language Modelling and Robust Ensemble Method for Designing Host-Based Intrusion Detection System