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The following two papers are accepted at EMNLP 2026, which is one of the top conferences in natural language processing. #paper Hyunjin Kim, Youngeun Nam, Jaemin Han, Wonhyeok Choi, Jae-Gil Lee: Clustering-Based Balanced Sampling and Allocation with Data Parallelism for High-Performance Fine-Tuning (Main) Youngeun Nam, Joeun Kim, Hwanjun Song, Susik Yoon, Jae-Gil Lee, Byung Suk Lee: TimelyRAG: Semantic-Temporal Hybrid Retrieval for Time-Critical Question Answering in Overlapp

Prof. Lee successfully hosted KDD 2026 as a General Co-Chair, which took place in Jeju from August 9 to August 13. KDD 2026 was held in Korea for the first time in KDD’s 30-year history. KDD 2026 was held with great success, breaking multiple records in KDD history, with 3,732 registered attendees and 1,413 papers presented. #service

The following paper is accepted at ECCV 2026, which is one of the top conferences in computer vision. #paper Youngjun Lee, Doyoung Kim, Junhyeok Kang, Hwanjun Song, Jae-Gil Lee: CURE: Cumulative Knowledge Reuse for Efficient Device-Server Hybrid Inference in Vision-Language Models