| Nov 12, 2025 | IPTQ-ViT: Post-Training Quantization of Non-linear Functions for Integer-only Vision Transformers was accepted at IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2026! Round 2 acceptance rate was 41.1% (Round 1: 6.4%), and the overall acceptance rate reached 26.4%. Congratulations |
| Nov 9, 2025 | Target-Aware Neural Network Execution via Compiler-Guided Pruning was accepted at IEEE Transactions on Mobile Computing (IEEE TMC). Congratulations |
| Sep 8, 2025 | Efficient Dataflow-flexible DNN Accelerator was accepted at Future Generation Computer Systems (FGCS). Congratulations |
| Jul 14, 2025 | Luthier was accepted at ACM CASES (ESWeek, NRF BK21+ IF 2) and ACM TECS. Congratulations |
| Jul 12, 2025 | Two papers were accepted at ICCV 2025 Workshop on Assistive Computer Vision and Robotics. Congratulations |
| Apr 29, 2025 | Our paper was accepted at IJCAI (NRF BK21+ IF 4) |
| Apr 22, 2025 | Our paper was accepted at ACM LCTES (NRF BK21+ IF 2) |
| Feb 21, 2025 | Our paper was accepted at Sensors Journal (IF: 3.4, JCR24 Top 30.92%, Q2) |
| Dec 17, 2024 | Our paper was selected as a Distinguished Paper in the 1st International Conference on Artificial Intelligence Computing and Systems (AICompS) 2024 |
| Dec 15, 2024 | “QuantuneV2” was accepted at Future Generation Computer Systems Journal (IF: 6.2, JCR23 Top 9.4%, Q1) |
| Nov 14, 2024 | Our paper received Best Paper Award in 2024 IeMeK, held at Jeju in 13–16 Nov. 2024 |
| Nov 8, 2024 | Two papers was accepted at AIcompS 2024. Congratulations |
| Oct 11, 2024 | ML^2Tuner paper was accepted at NeurIPS 2024 Workshop on ML for Systems. Congratulations |
| Aug 19, 2024 | Mixed Non-linear quantization paper was accepted at ECCV Workshop-CADL. Congratulations |
| Aug 13, 2024 | NEST Compiler for AI accelerators paper was accepted at ETRI Journal (IF 1.3). Congratulations |
| Jun 30, 2024 | Visual Preference Inference paper was accepted at IEEE IROS 2024 as oral pitch and interactive presentation. Congratulations |
| May 17, 2024 | “Quantization for hybrid vision transformers” was accepted at IEEE IoT Journal (IF:10.6, Top:2.2%) |
| Apr 5, 2024 | “Visual Preference Inference: An Image Sequence-Based Preference Reasoning in Tabletop Object Manipulation” was accepted at IEEE 2024 ICRA Workshop VLMNM |
| Nov 2, 2023 | “ACLTuner: A Profiling-Driven Fast Tuning to Optimize Deep Learning Inference” was accepted at Machine Learning for Systems workshop (NuerrIPS 2023) |
| Aug 6, 2023 | “Pipelining of a Mobile SoC and an External NPU for Accelerating CNN Inference” was accepted at IEEE Embedded Systems Letters |
| Aug 6, 2023 | “이기종 멀티코어 CPU에서 프로파일 기반 딥 러닝 연산 최적화 기법” was accepted at Journal of the Institute of Electronics and Information Engineers |
| Mar 2, 2023 | PartitionTuner was published at ETRI Journal |
| Nov 4, 2022 | I received “Best Presentation Award” in 2022 IeMeK, held at Jeju in 2-4 Nov. 2022 |
| Aug 22, 2022 | Software-Level Memory Regulation to Reduce Execution Time Variation on Multicore Real-Time Systems was accepted at IEEE Access |