Pingcheng Dong

37 papers A* 5A 1C 1Journal 20Unranked 10
YearRankTypeTitle / Venue / Authors
2026 — conf
31.1 A 14.08-to-135.69Token/s ReRAM-on-Logic Stacked Outlier-Free Large-Language-Model Accelerator with Block-Clustered Weight-Compression and Adaptive Parallel-Speculative-Decoding.
ISSCC
Pingcheng Dong, Yonghao Tan, Xuejiao Liu, Peng Luo, Yu Liu, Di Pang, Songchen Ma, Xijie Huang, Shih-Yang Liu, Dong Zhang, Zhichao Lu, Luhong Liang, Chi-Ying Tsui, Fengbin Tu, Liang Zhao, Kwang-Ting Cheng
2026 J jnl
A Deployment-Friendly Foundational Framework for Efficient Computational Pathology.
CoRR
Yu Cai, Cheng Jin, Jiabo Ma, Fengtao Zhou, Yingxue Xu, Zhengrui Guo, Yihui Wang, Zhengyu Zhang, Ling Liang, Yonghao Tan, Pingcheng Dong, Du Cai, On Ki Tang, Chenglong Zhao, Xi Wang, Can Yang, Yali Xu, Jing Cui, Zhenhui Li, Ronald Cheong Kin Chan, Yueping Liu, Feng Gao, Xiuming Zhang, Li Liang, Hao Chen, Kwang-Ting Cheng
2026 J jnl
An Adaptive Depth Processing System Based on Foundation Transformers and Time-of-Flight Fusion.
IEEE Trans. Circuits Syst. I Regul. Pap.
An-Nan Xiong, Pingcheng Dong, Yonghao Tan, Yuzhong Jiao, Xuejiao Liu, Manto Yung, Ann Li, Peng Luo, Luhong Liang, Jie Yuan, Mansun Chan
2026 J jnl
Expert Streaming: Accelerating Low-Batch MoE Inference via Multi-chiplet Architecture and Dynamic Expert Trajectory Scheduling.
CoRR
Songchen Ma, Hongyi Li, Weihao Zhang, Yonghao Tan, Pingcheng Dong, Yu Liu, Lan Liu, Yuzhong Jiao, Xuejiao Liu, Luhong Liang, Kwang-Ting Cheng
2026 J jnl
Towards Customized Knowledge Distillation for Efficient Dense Image Predictions.
Trans. Mach. Learn. Res.
Dong Zhang, Pingcheng Dong, Long Chen, Kwang-Ting Cheng
2025 — conf
A 28nm 0.22μJ/Token Memory-Compute-Intensity-Aware CNN-Transformer Accelerator with Hybrid-Attention-Based Layer-Fusion and Cascaded Pruning for Semantic-Segmentation.
ISSCC
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
2025 A* conf
APSQ: Additive Partial Sum Quantization with Algorithm-Hardware Co-Design.
DAC
Yonghao Tan, Pingcheng Dong, Yongkun Wu, Yu Liu, Xuejiao Liu, Peng Luo, Shih-Yang Liu, Xijie Huang, Dong Zhang, Luhong Liang, Kwang-Ting Cheng
2025 J jnl
APSQ: Additive Partial Sum Quantization with Algorithm-Hardware Co-Design.
CoRR
Yonghao Tan, Pingcheng Dong, Yongkun Wu, Yu Liu, Xuejiao Liu, Peng Luo, Shih-Yang Liu, Xijie Huang, Dong Zhang, Luhong Liang, Kwang-Ting Cheng
2025 A conf
CoXplorer: Multi-Staged Co-Exploration Framework for AI Model Compression and Accelerator Design.
ICCAD
Songchen Ma, Junyi Wu, Yonghao Tan, Pingcheng Dong, Peng Luo, Di Pang, Yu Liu, Xuejiao Liu, Luhong Liang, Kwang-Ting Cheng, Fengbin Tu
2025 A* conf
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection.
ICLR
Chuhan Zhang, Chaoyang Zhu, Pingcheng Dong, Long Chen, Dong Zhang
2025 J jnl
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection.
CoRR
Chuhan Zhang, Chaoyang Zhu, Pingcheng Dong, Long Chen, Dong Zhang
2025 — conf
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.
CICC
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
2025 J jnl
Eliminating Semantic Ambiguity in Human Pose Estimation via Stable Feature Upsampling.
IEEE Trans. Circuits Syst. Video Technol.
Shu Jiang, Dong Zhang, Rui Yan, Xiangbo Shu, Pingcheng Dong, Long Chen, Xiaoyu Du
2025 J jnl
Exploiting the Memory-Compute-Coupling Feature for CIM Accelerator Design Optimization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yongkun Wu, Xiaomeng Wang, Jia Chen, Zhenhua Zhu, Jingyu He, Pingcheng Dong, Yonghao Tan, Xin Zhao, Liang Chang, Yu Wang, Fengbin Tu, Chi-Ying Tsui, Kwang-Ting Cheng
2025 A* conf
Memory Efficient Transformer Adapter for Dense Predictions.
ICLR
Dong Zhang, Rui Yan, Pingcheng Dong, Kwang-Ting Cheng
2025 J jnl
Memory Efficient Transformer Adapter for Dense Predictions.
CoRR
Dong Zhang, Rui Yan, Pingcheng Dong, Kwang-Ting Cheng
2025 J jnl
Min-Pooling Cost Aggregation for Semi-Global Matching of Stereo Vision Processor.
IEEE Trans. Circuits Syst. II Express Briefs
Wenyue Zhang, Pingcheng Dong, Lei Chen, Zhengyu Ma, Fengwei An
2025 J jnl
SR-LIO++: Efficient LiDAR-Inertial Odometry and Quantized Mapping with Sweep Reconstruction.
CoRR
Zikang Yuan, Ruiye Ming, Chengwei Zhao, Yonghao Tan, Pingcheng Dong, Hongcheng Luo, Yuzhong Jiao, Xin Yang, Kwang-Ting Cheng
2025 J jnl
Token Merging via Spatiotemporal Information Mining for Surgical Video Understanding.
CoRR
Xixi Jiang, Chen Yang, Dong Zhang, Pingcheng Dong, Xin Yang, Kwang-Ting Cheng
2024 J jnl
Boundary and Relation Distillation for Semantic Segmentation.
CoRR
Dong Zhang, Pingcheng Dong, Xinting Hu, Long Chen, Kwang-Ting Cheng
2024 A* conf
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers.
DAC
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
2024 J jnl
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers.
CoRR
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
2024 — conf
High-resolution Stereo-vision Depth Processor with Min-pooling Method.
ICTA
Wenyue Zhang, Pingcheng Dong, Zhuoyu Chen, Xianglong Wang, Gang Shi, Lei Chen, Fengwei An
2024 C conf
Live Demonstration: A 1920×1080 129fps 4.3pJ/pixel Stereo-Matching Processor for Low-power Applications.
ISCAS
Zhuoyu Chen, Shengming Zhou, Pingcheng Dong, Ke Li, Wenyue Zhang, Fengwei An, Lei Chen
2024 J jnl
Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precision.
Trans. Mach. Learn. Res.
Xijie Huang, Zhiqiang Shen, Pingcheng Dong, Kwang-Ting Cheng
2024 J jnl
Stereo Matching Accelerator With Re-Computation Scheme and Data-Reused Pipeline for Autonomous Vehicles.
IEEE Trans. Circuits Syst. I Regul. Pap.
Ke Li, Xiwei Fang, Yunhao Ma, Wenyue Zhang, Pingcheng Dong, Zhuoyu Chen, Lei Chen, Fengwei An
2023 — conf
A 1920×1080 129fps 4.3pJ/pixel Stereo-Matching Processor for Pico Aerial Vehicles.
ESSCIRC
Pingcheng Dong, Zhuoyu Chen, Ke Li, Lei Chen, Kwang-Ting Cheng, Fengwei An
2023 A* conf
LLM-FP4: 4-Bit Floating-Point Quantized Transformers.
EMNLP
Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng
2023 J jnl
LLM-FP4: 4-Bit Floating-Point Quantized Transformers.
CoRR
Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng
2022 J jnl
A 4.29nJ/pixel Stereo Depth Coprocessor With Pixel Level Pipeline and Region Optimized Semi-Global Matching for IoT Application.
IEEE Trans. Circuits Syst. I Regul. Pap.
Pingcheng Dong, Zhuoyu Chen, Zhuoao Li, Yuzhe Fu, Lei Chen, Fengwei An
2022 J jnl
A Compact Hardware Architecture for Bilateral Filter With the Combination of Approximate Computing and Look-Up Table.
IEEE Trans. Circuits Syst. II Express Briefs
Ruoheng Yao, Lei Chen, Pingcheng Dong, Zhuoyu Chen, Fengwei An
2022 J jnl
Configurable Image Rectification and Disparity Refinement for Stereo Vision.
IEEE Trans. Circuits Syst. II Express Briefs
Pingcheng Dong, Zhuoyu Chen, Zhuoao Li, Ruoheng Yao, Wenyue Zhang, Yangyi Zhang, Lei Chen, Chao Wang, Fengwei An
2022 — conf
Post-Processing Refinement for Semi-Global Matching Algorithm Based on Real-Time FPGA.
SOCC
Yunhao Ma, Xiwei Fang, Pingcheng Dong, Xinyu Guan, Ke Li, Lei Chen, Fengwei An
2022 — conf
Subpixel Interpolation Disparity Refinement for Semi-Global Matching.
APCCAS
Yunhao Ma, Xiwei Fang, Pingcheng Dong, Xinyu Guan, Ke Li, Lei Chen, Fengwei An
2021 — conf
A 139 fps pixel-level pipelined binocular stereo vision accelerator with region-optimized semi-global matching.
A-SSCC
Pingcheng Dong, Zhuoao Li, Zhuoyu Chen, Ruoheng Yao, Huanshihong Deng, Wenyue Zhang, Yangyi Zhang, Lei Chen, Chao Wang, Fengwei An
2021 — conf
Real-Time FPGA-Based Binocular Stereo Vision System with Semi-Global Matching Algorithm.
SoCC
Zhuoyu Chen, Pingcheng Dong, Zhuoao Li, Ruoheng Yao, Yunhao Ma, Xiwei Fang, Huanshihong Deng, Wenyue Zhang, Lei Chen, Fengwei An
2020 — conf
Robot navigation based on pseudo-binocular stereo vision and linear fitting.
ICTA
Huanshihong Deng, Pingcheng Dong, Zhuoao Li, Haoran Lyu, Yangyi Zhang, Yiwei Luo, Fengwei An