Simyung Chang

21 papers · 2018–2025 · 11 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (54) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🧬 Topic Evolution 🗃️ Keyword Collector (106) 🌈 Renaissance Researcher (7) 🔥 Unstoppable · Bronze ⚡ Prolific Year · Productive 🚀 Conference Pioneer 💎 Century Club · Bronze 📈 Trend Setter

Venues

EMNLP (5) Interspeech (5) AAAI (2) ECCV (2) ACL (1) ACML (1) ICCV (1) ICML (1) NAACL (1) NeurIPS (1) WACV (1)

Top co-authors

Seunghan Yang (8) Nojun Kwak (8) Juntae Lee (5) John Yang (5) Kyuhong Shim (5) Byeonggeun Kim (4) Jihwan Bang (4) Hyunsin Park (3) Jangho Kim (3) Jun-Tae Lee (2)

Research topics

Machine Learning (16) Deep Learning (13) Application Areas (11) Artificial Intelligence (10) Core AI (9) Learning Types · Machine Learning (9) Core Methods (5) Learning Types · Deep Learning (5) Natural Language Processing (4) Models (4) Optimization & Theory (4) Techniques (4) Speech & Audio (3) Architectures (3) Computer Vision (2)

Keywords

large language model (5) convolutional neural network (3) keyword spotting (3) knowledge distillation (3) edge computing (3) few-shot learning (2) neural network (2) multi-turn dialogue (2) on-device inference (2) reinforcement learning (2) multimodal learning (2) model compression (2) multi-task learning (2) image retrieval (1) domain adaptation (1) metric learning (1) transfer learning (1) variational inference (1) sample efficiency (1) deep reinforcement learning (1)

Papers

Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025 CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025 Learning Contextual Retrieval for Robust Conversational Search EMNLP 2025 Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference ACL 2024 Feature Diversification and Adaptation for Federated Domain Generalization ECCV 2024 InfiniPot: Infinite Context Processing on Memory-Constrained LLMs EMNLP 2024 Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024 Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification Interspeech 2022 Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting Interspeech 2022 Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation WACV 2022 Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022 Personalized Keyword Spotting through Multi-task Learning Interspeech 2022 Quadapter: Adapter for GPT-2 Quantization EMNLP 2022 Variational On-the-Fly Personalization ICML 2022 Broadcasted Residual Learning for Efficient Keyword Spotting Interspeech 2021 PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation Interspeech 2021 URNet: User-Resizable Residual Networks with Conditional Gating Module AAAI 2020 Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation ICCV 2019 Towards Governing Agent’s Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning ACML 2019 Broadcasting Convolutional Network for Visual Relational Reasoning ECCV 2018 Genetic-Gated Networks for Deep Reinforcement Learning NeurIPS 2018