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[C86] Efficient Multi-bit Quantization Network Training via Weight Bias Correction and Bit-wise Coreset Sampling

NeurIPS 2025 (BK 인정 우수학회)

Jinhee Kim (김진희), Jae Jun An (안재준), Kang Eun Jeon (전강은), Jong Hwan Ko (고종환)

[C86] Efficient Multi-bit Quantization Network Training via Weight Bias Correction and Bit-wise Coreset Sampling

[C85] Optimized Minimal 3D Gaussian Splatting

NeurIPS 2025 (BK 인정 우수학회)

Joo Chan Lee (이주찬), Jong Hwan Ko (고종환), Eunbyung Park

[C85] Optimized Minimal 3D Gaussian Splatting

[C84] Learnable Center-Based Quantization for Efficient Analog PIM with Reduced ADC Precision

Sangheum Yeon (연상흠), Jong Hwan Ko (고종환)

[C84] Learnable Center-Based Quantization for Efficient Analog PIM with Reduced ADC Precision

[C83] Data Flow-Aware Weight Remapping for Efficient Fault Tolerance in ReRAM-Based Accelerators

Hyeonsu Bang (방현수), Kang Eun Jeon (전강은), Jong Hwan Ko (고종환)

[C83] Data Flow-Aware Weight Remapping for Efficient Fault Tolerance in ReRAM-Based Accelerators

[C82] ETA: Efficient Transformer Attention Mapping for ReRAM-based Compute-In-Memory Architectures

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

[C82] ETA: Efficient Transformer Attention Mapping for ReRAM-based Compute-In-Memory Architectures

[C81] Weight Sharing for Array-Efficient CNN Inference in Compute-In-Memory Architectures

Johnny Rhe (이존이), Jong Hwan Ko (고종환)

[C81] Weight Sharing for Array-Efficient CNN Inference in Compute-In-Memory Architectures

[C80] Efficient and Robust SNN Decoder Training for Closed-Loop Brain-Machine Interfaces

Chanwook Hwang (황찬욱), Chanung Park (박찬웅), Johnny Rhe (이존이), Jong Hwan Ko (고종환)

[C80] Efficient and Robust SNN Decoder Training for Closed-Loop Brain-Machine Interfaces

[C79] Row-Column Hybrid Grouping for Fault-Resilient Multi-Bit Weight Representation on IMC Arrays

ICCAD 2025 (BK 인정 우수학회)

Kang Eun Jeon (전강은), Sangheum Yeon (연상흠), Jinhee Kim (김진희), Hyeonsu Bang (방현수), Johnny Rhe (이존이), Jong Hwan Ko (고종환)

[C79] Row-Column Hybrid Grouping for Fault-Resilient Multi-Bit Weight Representation on IMC Arrays

[C78] MSQ: Memory-Efficient Bit Sparsification Quantization

ICCV 2025 (BK 인정 우수학회)

Seokho Han (한석호), Seo Yeon Yoon, Jinhee Kim (김진희), Dongwei Wang, Kang Eun Jeon (전강은), Huanrui Yang, Jong Hwan Ko (고종환)

[C78] MSQ: Memory-Efficient Bit Sparsification Quantization

[C77] Multi-Frame ISP: Enhancing Vision-Based Tasks with RAW and Infrared Videos

AVSS 2025 (BK 인정 우수학회)

Ji Seok Kim (김지석), Jong Chul Ahn, Sang Min Kim, Jong Hwan Ko (고종환)

[C77] Multi-Frame ISP: Enhancing Vision-Based Tasks with RAW and Infrared Videos