Pingcheng Dong

According to our database, Pingcheng Dong authored at least 23 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

Yonghao Tan, Pingcheng Dong, Yongkun Wu, Yu Liu, Xuejiao Liu, Peng Luo, Shih-Yang Liu, Xijie Huang, Dong Zhang, Luhong Liang, Kwang-Ting Cheng

CoRR, May, 2025

SR-LIO++: Efficient LiDAR-Inertial Odometry and Quantized Mapping with Sweep Reconstruction.

Zikang Yuan, Ruiye Ming, Chengwei Zhao, Yonghao Tan, Pingcheng Dong, Hongcheng Luo, Yuzhong Jiao, Xin Yang, Kwang-Ting Cheng

CoRR, March, 2025

Min-Pooling Cost Aggregation for Semi-Global Matching of Stereo Vision Processor.

Wenyue Zhang, Pingcheng Dong, Lei Chen, Zhengyu Ma, Fengwei An

IEEE Trans. Circuits Syst. II Express Briefs, January, 2025

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

Pingcheng Dong, Yonghao Tan, Xuejiao Liu, Peng Luo, Yu Liu, Luhong Liang, Yitong Zhou, Di Pang, Manto Yung, Dong Zhang, Xijie Huang, Shih-Yang Liu, Yongkun Wu, Fengshi Tian, Chi-Ying Tsui, Fengbin Tu, Kwang-Ting Cheng

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

Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection.

Chuhan Zhang, Chaoyang Zhu, Pingcheng Dong, Long Chen, Dong Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Memory Efficient Transformer Adapter for Dense Predictions.

Dong Zhang, Rui Yan, Pingcheng Dong, Kwang-Ting Cheng

Proceedings of the Thirteenth International Conference on Learning Representations, 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.

Fengshi Tian, Jinbo Chen, Kunming Shao, Zilu Liu, Jiakun Zheng, Hui Wu, Chaoming Fang, Xiaomeng Wang, Ziyang Shen, Pingcheng Dong, Yuan Yao, Xuliang Wang, Jie Yang, Mohamad Sawan, Chi-Ying Tsui, Kwang-Ting Cheng

Proceedings of the IEEE Custom Integrated Circuits Conference, 2025

2024

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

Ke Li, Xiwei Fang, Yunhao Ma, Wenyue Zhang, Pingcheng Dong, Zhuoyu Chen, Lei Chen, Fengwei An

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

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

Xijie Huang, Zhiqiang Shen, Pingcheng Dong, Kwang-Ting Cheng

Trans. Mach. Learn. Res., 2024

Boundary and Relation Distillation for Semantic Segmentation.

Dong Zhang, Pingcheng Dong, Xinting Hu, Long Chen, Kwang-Ting Cheng

CoRR, 2024

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

Zhuoyu Chen, Shengming Zhou, Pingcheng Dong, Ke Li, Wenyue Zhang, Fengwei An, Lei Chen

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

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

Wenyue Zhang, Pingcheng Dong, Zhuoyu Chen, Xianglong Wang, Gang Shi, Lei Chen, Fengwei An

Proceedings of the IEEE International Conference on Integrated Circuits, 2024

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

Pingcheng Dong, Yonghao Tan, Dong Zhang, Tianwei Ni, Xuejiao Liu, Yu Liu, Peng Luo, Luhong Liang, Shih-Yang Liu, Xijie Huang, Huaiyu Zhu, Yun Pan, Fengwei An, Kwang-Ting Cheng

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.

Pingcheng Dong, Zhuoyu Chen, Ke Li, Lei Chen, Kwang-Ting Cheng, Fengwei An

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

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

Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng

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.

Ruoheng Yao, Lei Chen, Pingcheng Dong, Zhuoyu Chen, Fengwei An

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Configurable Image Rectification and Disparity Refinement for Stereo Vision.

Pingcheng Dong, Zhuoyu Chen, Zhuoao Li, Ruoheng Yao, Wenyue Zhang, Yangyi Zhang, Lei Chen, Chao Wang, Fengwei An

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.

Pingcheng Dong, Zhuoyu Chen, Zhuoao Li, Yuzhe Fu, Lei Chen, Fengwei An

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

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

Yunhao Ma, Xiwei Fang, Pingcheng Dong, Xinyu Guan, Ke Li, Lei Chen, Fengwei An

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

Subpixel Interpolation Disparity Refinement for Semi-Global Matching.

Yunhao Ma, Xiwei Fang, Pingcheng Dong, Xinyu Guan, Ke Li, Lei Chen, Fengwei An

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.

Zhuoyu Chen, Pingcheng Dong, Zhuoao Li, Ruoheng Yao, Yunhao Ma, Xiwei Fang, Huanshihong Deng, Wenyue Zhang, Lei Chen, Fengwei An

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.

Pingcheng Dong, Zhuoao Li, Zhuoyu Chen, Ruoheng Yao, Huanshihong Deng, Wenyue Zhang, Yangyi Zhang, Lei Chen, Chao Wang, Fengwei An

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

2020

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

Huanshihong Deng, Pingcheng Dong, Zhuoao Li, Haoran Lyu, Yangyi Zhang, Yiwei Luo, Fengwei An

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