conftrace_
← Authors

Simyung Chang

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

Achievements

Jump to papers ↓
+10 more ↓ πŸƒ Academic Marathon (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) 🐝 Cross-Pollinator (12)
🐣 Hot Topic Early Bird πŸƒ Academic Marathon (7) 🧭 Keyword Pioneer 🧬 Topic Evolution πŸ”₯ Unstoppable (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (21) ⚑ Prolific Year (7) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (106)

Conferences

EMNLP (5) INTERSPEECH (5) AAAI (2) ECCV (2) ACL (1) ACML (1) ICCV (1) ICML (1) NAACL (1) NIPS (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)

Keywords

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

Papers

Learning Contextual Retrieval for Robust Conversational Search EMNLP 2025 CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025 Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025 Feature Diversification and Adaptation for Federated Domain Generalization ECCV 2024 Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference ACL 2024 InfiniPot: Infinite Context Processing on Memory-Constrained LLMs EMNLP 2024 Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024 Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation WACV 2022 Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022 Quadapter: Adapter for GPT-2 Quantization EMNLP 2022 Variational On-the-Fly Personalization ICML 2022 Personalized Keyword Spotting through Multi-task Learning INTERSPEECH 2022 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 PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation INTERSPEECH 2021 Broadcasted Residual Learning for Efficient Keyword Spotting 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 $Ξ²$-VAE for Deep Transparent Reinforcement Learning ACML 2019 Broadcasting Convolutional Network for Visual Relational Reasoning ECCV 2018 Genetic-Gated Networks for Deep Reinforcement Learning NIPS 2018