A 28nm 0.22μJ/Token Memory-Compute-Intensity-Aware CNN-Transformer Accelerator with Hybrid-Attention-Based Layer-Fusion and Cascaded Pruning for Semantic-Segmentation.

[BibT_eX]

[DOI]

Pingcheng Dong

Yonghao Tan

Proceedings of the IEEE International Solid-State Circuits Conference, 2025

Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Memory Efficient Transformer Adapter for Dense Predictions.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

APSQ: Additive Partial Sum Quantization with Algorithm-Hardware Co-Design.

[BibT_eX]

[DOI]

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

E-NPU: A 34~126nJ/Class Event-Driven Adaptive Neural SoC with Signal-Dynamics-Aware Feature Clustering and Multi-Model In-Memory Inference/Training for Personalized Medical Wearables.

[BibT_eX]

[DOI]

Proceedings of the IEEE Custom Integrated Circuits Conference, 2025

2024

Stereo Matching Accelerator With Re-Computation Scheme and Data-Reused Pipeline for Autonomous Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., June, 2024

Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precision.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2024

Boundary and Relation Distillation for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Live Demonstration: A 1920×1080 129fps 4.3pJ/pixel Stereo-Matching Processor for Low-power Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

High-resolution Stereo-vision Depth Processor with Min-pooling Method.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Integrated Circuits, 2024

Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

A 1920×1080 129fps 4.3pJ/pixel Stereo-Matching Processor for Pico Aerial Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE European Solid State Circuits Conference, 2023

LLM-FP4: 4-Bit Floating-Point Quantized Transformers.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

A Compact Hardware Architecture for Bilateral Filter With the Combination of Approximate Computing and Look-Up Table.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Configurable Image Rectification and Disparity Refinement for Stereo Vision.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2022

A 4.29nJ/pixel Stereo Depth Coprocessor With Pixel Level Pipeline and Region Optimized Semi-Global Matching for IoT Application.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Post-Processing Refinement for Semi-Global Matching Algorithm Based on Real-Time FPGA.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International System-on-Chip Conference, 2022

Subpixel Interpolation Disparity Refinement for Semi-Global Matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE Asia Pacific Conference on Circuit and Systems, 2022

2021

Real-Time FPGA-Based Binocular Stereo Vision System with Semi-Global Matching Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International System-on-Chip Conference, 2021

A 139 fps pixel-level pipelined binocular stereo vision accelerator with region-optimized semi-global matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE Asian Solid-State Circuits Conference, 2021

2020

Robot navigation based on pseudo-binocular stereo vision and linear fitting.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Integrated Circuits, 2020

Pingcheng Dong

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