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[C76] TruncQuant: Truncation-Ready Quantization for DNNs with Flexible Weight Bit Precision

ISLPED 2025 (BK 인정 우수학회)

Jinhee Kim (김진희), Seoyeon Yoon, Taeho Lee, Joo Chan Lee (이주찬), Kang Eun Jeon (전강은), Jong Hwan Ko (고종환)

[C76] TruncQuant: Truncation-Ready Quantization for DNNs with Flexible Weight Bit Precision

[C75] Do Not Mimic My Voice : Speaker Identity Unlearning for Zero-Shot Text-to-Speech

ICML 2025 (BK 인정 우수학회)

Taesoo Kim (김태수), Jinju Kim (김진주), Dong Chan Kim (김동찬), Jong Hwan Ko (고종환), Gyeong-Moon Park

[C75] Do Not Mimic My Voice : Speaker Identity Unlearning for Zero-Shot Text-to-Speech

[C74] Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability

CVPR 2025 (BK 인정 우수학회)

Un Ki Park (박운기), Seongmoon Jeong (정성문), Youngchan Jang, Gyeongmoon Park, Jong Hwan Ko (고종환)

[C74] Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability

[C73] Event-based Neural Spike Detection Using Spiking Neural Networks for Neuromorphic iBMI System

Chanwook Hwang (황찬욱), Biyan Zhou, Ye Ke, Vivek Mohan, Jong Hwan Ko (고종환), Arindam Basu

[C73] Event-based Neural Spike Detection Using Spiking Neural Networks for Neuromorphic iBMI System

[C72] MEMHD: Memory-Efficient Multi-Centroid Hyperdimensional Computing for Fully-Utilized In-Memory Computing Architectures

DATE 2025 (BK 인정 우수학회)

Do Yeong Kang (강도영), Yeong Hwan Oh (오영환), Chanwook Hwang (황찬욱), Jinhee Kim (김진희), Kang Eun Jeon (전강은), Jong Hwan Ko (고종환)

[C72] MEMHD: Memory-Efficient Multi-Centroid Hyperdimensional Computing for Fully-Utilized In-Memory Computing Architectures

[C71] Column-wise Quantization of Weights and Partial Sums for Accurate and Efficient Compute-In-Memory Accelerators

DATE 2025 (BK 인정 우수학회)

Ji Yoon Kim (김지윤), Kang Eun Jeon (전강은), Yulhwa Kim, Jong Hwan Ko (고종환)

[C71] Column-wise Quantization of Weights and Partial Sums for Accurate and Efficient Compute-In-Memory Accelerators

[C70] Low-Rank Compression for IMC Arrays

DATE 2025 (BK 인정 우수학회)

Kang Eun Jeon (전강은), Johnny Rhe (이존이), Jong Hwan Ko (고종환)

[C70] Low-Rank Compression for IMC Arrays

[C69] Fully Approximate Computing for Efficient Multi-bit DNN Inference in CIM Arrays

Juhong Park (박주홍), Jong Hwan Ko (고종환)

[C69] Fully Approximate Computing for Efficient Multi-bit DNN Inference in CIM Arrays

[C68] Energy-Efficient Video Streaming: A Study on Bit Depth and Color Subsampling

Hadi Amirpour, Lingfeng Qu, Jong Hwan Ko (고종환), Cosmin Stejerean, Christian Timmerer

[C67] F-3DGS: Factorized Coordinates and Representations for 3D Gaussian Splatting

ACM MM 2024 (BK 인정 우수학회)

Xiangyu Sun, Joo Chan Lee (이주찬), Daniel Rho (노다니엘), Jong Hwan Ko (고종환), Usman Ali, Eunbyung Park

[C67] F-3DGS: Factorized Coordinates and Representations for 3D Gaussian Splatting