관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- SNUAI 시스템
성효진CODE Lab
관련 논문 3편비중 23%연구 분야에 명시- 2025ATiM: Autotuning Tensor Programs for Processing-in-DRAM ISCA
- 2025HYPERF: End-to-End Autotuning Framework for High-Performance Computing HPDC
- 2023PIMFlow: Compiler and Runtime Support for CNN Models on Processing-in-Memory DRAM with Mixed-Parallel Execution Model CGO
- YonseiAI 시스템
김영석HPCP Lab
관련 논문 2편비중 7%- 2025PIM-CARE: A Compiler-Assisted Dynamic Resource Allocation Framework for Real-world DRAM PIM ICS
- 2023Occamy: Memory-efficient GPU Compiler for DNN Inference DAC
- KAISTAI 시스템
유민수VIA Research Group
관련 논문 1편비중 4%- 2026ZipFlow: a Compiler-based Framework to Unleash Compressed Data Movement for Modern GPUs VLDB
- KAISTAI 시스템
한동수INA Lab
관련 논문 1편비중 4%- 2026Trinity: Three-Dimensional Tensor Program Optimization via Tile-level Equality Saturation ASPLOS
- KAIST컴퓨터 비전
성민혁Visual AI Group
관련 논문 1편비중 2%- 2026NoiseTilt: Noise-Tilted Reverse Kernels for Diffusion Reward Alignment ECCV
- SNU머신러닝
장병탁BI Lab
관련 논문 1편비중 1%- 2026Learning Coordinate-based Convolutional Kernels for Continuous SE(3) Equivariant and Efficient Point Cloud Analysis CVPR
- SNU컴퓨터 비전
전세영ICL
관련 논문 1편비중 1%- 2026DictLLM: Post-training Compression of Large Language Model with Dictionary Kernels NeurIPS
- KAIST데이터 마이닝
신기정Data Mining Lab
관련 논문 1편비중 1%- 2026TaLK: Text-Attributed Graph Dataset Distillation via Coupling Language Model with Graph-Aware Kernel EMNLP Findings
- SNUAI 시스템
서지원Machine Learning Systems Lab
관련 논문 1편비중 8%- 2025PIM-CARE: A Compiler-Assisted Dynamic Resource Allocation Framework for Real-world DRAM PIM ICS
- SNUAI 시스템
김재준VLSI Lab
관련 논문 1편비중 2%- 2025COMPASS: A Compiler Framework for Resource-Constrained Crossbar-Array Based In-Memory Deep Learning Accelerators DATE
- KAIST자연어처리·LLM
오혜연U&I Lab
관련 논문 1편비중 1%- 2025Generalizing Weisfeiler-Lehman Kernels to Subgraphs ICLR
- Yonsei머신러닝
송경우MLAI Lab
관련 논문 1편비중 1%- 2025Brain-inspired Lp-Convolution benefits large kernels and aligns better with visual cortex ICLR
- KAISTAI 시스템2026 업데이트 중
김세훈SEAL
관련 논문 1편비중 7%- 2024An LLM Compiler for Parallel Function Calling ICML
- Yonsei머신러닝
이종민DIL Lab
관련 논문 1편비중 7%- 2024Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies ICLR
- KAIST머신러닝
김기응AIPR Lab
관련 논문 1편비중 4%- 2024Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies ICLR
- SNU자연어처리·LLM
유영재PI Lab
관련 논문 1편비중 1%- 2024Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models EMNLP
- POSTECHAI for Science
김원화, 류일우MIP Lab
관련 논문 1편비중 1%- 2024Learning to Approximate Adaptive Kernel Convolution on Graphs AAAI
- Yonsei자연어처리·LLM
여진영Language & AGI Lab
관련 논문 1편비중 2%- 2024Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models EMNLP
- KU머신러닝2026 업데이트 중
정원주Statistical Intelligence Lab
관련 논문 1편비중 14%- 2023Multi-band CNN with Band-dependent Kernels and Amalgamated Cross Entropy Loss for Motor Imagery Classification IEEE JBHI
- SNU로보틱스
박종우FCP Robotics Lab
관련 논문 1편비중 5%- 2023Variational Weighting for Kernel Density Ratios NeurIPS
- Yonsei머신러닝
권태경AI Security Lab
관련 논문 1편비중 5%- 2023BoKASAN: Binary-only Kernel Address Sanitizer for Effective Kernel Fuzzing USENIX Security
- SNUAI for Science
김경수AIBL
관련 논문 1편비중 3%- 2023Scale-invariant Bayesian Linearized Neural Networks with Connectivity Tangent Kernel ICLR
- SNU머신러닝
양인순LDS Lab
관련 논문 1편비중 4%- 2023Convergence analysis of ODE models for accelerated first-order methods via positive semidefinite kernels NeurIPS
- KAIST머신러닝
김희영Engineering Data Science Lab
관련 논문 1편비중 3%- 2023Deep embedding kernel mixture networks for conditional anomaly detection in high-dimensional data International Journal of Production Research
- KAIST머신러닝
양은호MLI Lab
관련 논문 1편비중 1%- 2023Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel ICLR