Hyock Ju Kwon

3 papers · 2024–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

EMNLP (2) CVPR (1)

Top co-authors

Boxing Chen (2) Hossein Rajabzadeh (2) Rezaul Karim (1) Maryam Dialameh (1) Walid Ahmed (1) Tianshu Zhu (1) Mojtaba Valipour (1) Yang Liu (1) Chul B Park (1) Azadeh Motamedi (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (3) Machine Learning (2) Application Areas (2) Learning Types (2) Optimization & Theory · Machine Learning (2) Optimization & Theory · Deep Learning (2) Computer Vision (1) Analysis (1) Models (1)

Keywords

large language model (2) transformer architecture (1) model quantization (1) object detection (1) neural network optimization (1) efficient computing (1) training optimization (1) parameter sharing (1) training efficiency (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) out-of-distribution detection (1) spurious correlation (1) vision-language model (1) inference optimization (1) inference throughput (1) model efficiency (1) open-world learning (1) kv caching (1) model compression (1)

Papers

UNI-OOD: Unified Object- and Image-level Out-of-Distribution Detection via Cross-Context Attentive Vision-Language Modeling CVPR 2026 ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training EMNLP 2025 QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning EMNLP 2024