Feng-Bin Tu

Most-cited papers

Deep Convolutional Neural Network Architecture With Reconfigurable Computation Patterns
Feng-Bin Tu, Shou-Yi Yin, Peng Ouyang, Shi-Bin Tang +2 more
2017IEEE Transactions on Very Large Scale Integration (vlsi) Systems263 citations
Semantic Scholar
A High Energy Efficient Reconfigurable Hybrid Neural Network Processor for Deep Learning Applications
Shou-Yi Yin, Peng Ouyang, Shi-Bin Tang, Feng-Bin Tu +6 more
2018IEEE Journal of Solid-State Circuits163 citations
Semantic Scholar
DOTA: detect and omit weak attentions for scalable transformer acceleration
Zheng Qu, L. Liu, Feng-Bin Tu, Zhaodong Chen +2 more
2022International Conference on Architectural Support for Programming Languages and Operating Systems151 citations Open access
Semantic Scholar
A 28nm 29.2TFLOPS/W BF16 and 36.5TOPS/W INT8 Reconfigurable Digital CIM Processor with Unified FP/INT Pipeline and Bitwise In-Memory Booth Multiplication for Cloud Deep Learning Acceleration
Feng-Bin Tu, Yiqi Wang, Zihan Wu, Ling Liang +6 more
2022IEEE International Solid-State Circuits Conference149 citations
Semantic Scholar
TranCIM: Full-Digital Bitline-Transpose CIM-based Sparse Transformer Accelerator With Pipeline/Parallel Reconfigurable Modes
Feng-Bin Tu, Zihan Wu, Yiqi Wang, Ling Liang +6 more
2023IEEE Journal of Solid-State Circuits92 citations
Semantic Scholar
ReDCIM: Reconfigurable Digital Computing- In -Memory Processor With Unified FP/INT Pipeline for Cloud AI Acceleration
Feng-Bin Tu, Yiqi Wang, Zihan Wu, Ling Liang +6 more
2023IEEE Journal of Solid-State Circuits86 citations
Semantic Scholar
Dynamic Sparse Attention for Scalable Transformer Acceleration
Liu Liu, Zheng Qu, Zhaodong Chen, Feng-Bin Tu +2 more
2022IEEE transactions on computers83 citations
Semantic Scholar
A 1.06-to-5.09 TOPS/W reconfigurable hybrid-neural-network processor for deep learning applications
Shou-Yi Yin, Peng Ouyang, Shi-Bin Tang, Feng-Bin Tu +3 more
2017Symposium on VLSI Circuits82 citations
Semantic Scholar
A 28nm 15.59µJ/Token Full-Digital Bitline-Transpose CIM-Based Sparse Transformer Accelerator with Pipeline/Parallel Reconfigurable Modes
Feng-Bin Tu, Zihan Wu, Yiqi Wang, Ling Liang +6 more
2022IEEE International Solid-State Circuits Conference74 citations
Semantic Scholar
RANA: Towards Efficient Neural Acceleration with Refresh-Optimized Embedded DRAM
Feng-Bin Tu, Weiwei Wu, Shou-Yi Yin, Leibo Liu +1 more
2018International Symposium on Computer Architecture73 citations
Semantic Scholar
20.2 A 28nm 74.34TFLOPS/W BF16 Heterogenous CIM-Based Accelerator Exploiting Denoising-Similarity for Diffusion Models
Ruiqi Guo, Lei Wang, Xiaofeng Chen, Hao Sun +8 more
2024IEEE International Solid-State Circuits Conference51 citations
Semantic Scholar
MulTCIM: Digital Computing-in-Memory-Based Multimodal Transformer Accelerator With Attention-Token-Bit Hybrid Sparsity
Feng-Bin Tu, Zihan Wu, Yiqi Wang, Weiwei Wu +4 more
2024IEEE Journal of Solid-State Circuits50 citations
Semantic Scholar
A High Throughput Acceleration for Hybrid Neural Networks With Efficient Resource Management on FPGA
Shou-Yi Yin, Shi-Bin Tang, Xin-Han Lin, Peng Ouyang +3 more
2019IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems42 citations
Semantic Scholar
AEPE: An area and power efficient RRAM crossbar-based accelerator for deep CNNs
Shi-Bin Tang, Shou-Yi Yin, Shixuan Zheng, Peng Ouyang +6 more
2017IEEE Non-Volatile Memory System and Applications Symposium42 citations
Semantic Scholar
INSPIRE: in-storage private information retrieval via protocol and architecture co-design
Jilan Lin, Ling Liang, Zheng Qu, Ishtiyaque Ahmad +5 more
2022International Symposium on Computer Architecture41 citations Open access
Semantic Scholar
16.4 TensorCIM: A 28nm 3.7nJ/Gather and 8.3TFLOPS/W FP32 Digital-CIM Tensor Processor for MCM-CIM-Based Beyond-NN Acceleration
Feng-Bin Tu, Yiqi Wang, Zihan Wu, Weiwei Wu +4 more
2023IEEE International Solid-State Circuits Conference40 citations
Semantic Scholar
GNA: Reconfigurable and Efficient Architecture for Generative Network Acceleration
Jiale Yan, Shou-Yi Yin, Feng-Bin Tu, Leibo Liu +1 more
2018IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems39 citations
Semantic Scholar
Evolver: A Deep Learning Processor With On-Device Quantization–Voltage–Frequency Tuning
Feng-Bin Tu, Weiwei Wu, Yang Wang, Hongjiang Chen +9 more
2021IEEE Journal of Solid-State Circuits37 citations
Semantic Scholar
H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks
Ling Liang, Zheng Qu, Zhaodong Chen, Feng-Bin Tu +5 more
2021IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems35 citations Open access
Semantic Scholar
AutoDCIM: An Automated Digital CIM Compiler
Jia Chen, Feng-Bin Tu, Kun-Ming Shao, Fengshi Tian +3 more
2023Design Automation Conference33 citations
Semantic Scholar
SDP: Co-Designing Algorithm, Dataflow, and Architecture for In-SRAM Sparse NN Acceleration
Feng-Bin Tu, Yiqi Wang, Ling Liang, Yu-Fei Ding +4 more
2023IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems30 citations
Semantic Scholar
LCP: a Layer Clusters Paralleling mapping method for accelerating Inception and Residual networks on FPGA
Xin-Han Lin, Shou-Yi Yin, Feng-Bin Tu, Leibo Liu +2 more
2018Design Automation Conference29 citations
Semantic Scholar
Exploiting Similarity Opportunities of Emerging Vision AI Models on Hybrid Bonding Architecture
Zhi-Heng Yue, Hui-Zheng Wang, Jia-Hao Fang, Jin-Yi Deng +11 more
2024International Symposium on Computer Architecture28 citations
Semantic Scholar
Reconfigurability, Why It Matters in AI Tasks Processing: A Survey of Reconfigurable AI Chips
Shaojun Wei, Xin-Han Lin, Feng-Bin Tu, Yang Wang +2 more
2023IEEE Transactions on Circuits and Systems Part 1: Regular Papers26 citations
Semantic Scholar
ECSSD: Hardware/Data Layout Co-Designed In-Storage-Computing Architecture for Extreme Classification
Si-Qi Li, Feng-Bin Tu, Liu Liu, Jilan Lin +4 more
2023International Symposium on Computer Architecture25 citations Open access
Semantic Scholar
A 28nm 0.22μJ/Token Memory-Compute-Intensity-Aware CNN-Transformer Accelerator with Hybrid-Attention-Based Layer-Fusion and Cascaded Pruning for Semantic-Segmentation
Ping-Cheng Dong, Yong-Hao Tan, Xuejiao Liu, Peng Luo +13 more
2025IEEE International Solid-State Circuits Conference24 citations Open access
Semantic Scholar
16.1 MuITCIM: A 28nm $2.24 \mu\mathrm{J}$/Token Attention-Token-Bit Hybrid Sparse Digital CIM-Based Accelerator for Multimodal Transformers
Feng-Bin Tu, Zihan Wu, Yiqi Wang, Weiwei Wu +4 more
2023IEEE International Solid-State Circuits Conference24 citations
Semantic Scholar
DUET: Boosting Deep Neural Network Efficiency on Dual-Module Architecture
Liu Liu, Zheng Qu, Lei Deng, Feng-Bin Tu +5 more
2020Micro23 citations
Semantic Scholar
Parana: A Parallel Neural Architecture Considering Thermal Problem of 3D Stacked Memory
Shou-Yi Yin, Shi-Bin Tang, Xin-Han Lin, Peng Ouyang +7 more
2019IEEE Transactions on Parallel and Distributed Systems21 citations Open access
Semantic Scholar
GQNA: Generic Quantized DNN Accelerator With Weight-Repetition-Aware Activation Aggregating
Jian-Xun Yang, Feng-Bin Tu, Yixuan Li, Yiqi Wang +3 more
2022IEEE Transactions on Circuits and Systems Part 1: Regular Papers19 citations
Semantic Scholar
STC: Significance-aware Transform-based Codec Framework for External Memory Access Reduction
Feng Xiong, Feng-Bin Tu, Man Shi, Yang Wang +3 more
2020Design Automation Conference18 citations
Semantic Scholar
STAR: An STGCN ARchitecture for Skeleton-Based Human Action Recognition
Weiwei Wu, Feng-Bin Tu, Mengqi Niu, Zhi-Heng Yue +5 more
2023IEEE Transactions on Circuits and Systems Part 1: Regular Papers17 citations
Semantic Scholar
Towards Efficient Control Flow Handling in Spatial Architecture via Architecting the Control Flow Plane
Jin-Yi Deng, Xinru Tang, Jiahao Zhang, Yuxuan Li +8 more
2023Micro16 citations Open access
Semantic Scholar
LLM-CIM: A 28nm 126.7TOPS/W Input-LUT-Based Digital CIM Macro with Reconfigurable Matrix Multiplication and Nonlinear Operation Modes for LLMs
Yiqi Wang, Zhen He, Zihan Wu, Ruiqi Guo +7 more
20252025 Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)15 citations
Semantic Scholar
HDSuper: High-Quality and High Computational Utilization Edge Super-Resolution Accelerator With Hardware-Algorithm Co-Design Techniques
Xin Zhao, Liang Chang, Dongqi Fan, Zhicheng Hu +3 more
2024IEEE Transactions on Circuits and Systems Part 1: Regular Papers14 citations
Semantic Scholar
SPCIM: Sparsity-Balanced Practical CIM Accelerator With Optimized Spatial-Temporal Multi-Macro Utilization
Yiqi Wang, Feng-Bin Tu, Leibo Liu, Shaojun Wei +2 more
2023IEEE Transactions on Circuits and Systems Part 1: Regular Papers14 citations
Semantic Scholar
Reconfigurable Architecture for Neural Approximation in Multimedia Computing
Feng-Bin Tu, Shou-Yi Yin, Peng Ouyang, Leibo Liu +1 more
2019IEEE transactions on circuits and systems for video technology (Print)14 citations
Semantic Scholar
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference
Jia-Jun Zhou, Jia-Jun Wu, Yizhao Gao, Yuhao Ding +6 more
2023IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems13 citations Open access
Semantic Scholar
Bit-width Adaptive Accelerator Design for Convolution Neural Network
Jianxin Guo, Shou-Yi Yin, Peng Ouyang, Feng-Bin Tu +3 more
2018International Symposium on Circuits and Systems13 citations
Semantic Scholar
CELLA: A 28nm Compute-Memory Co-Optimized Real-Time Digital CIM-Based Edge LLM Accelerator with 1.78ms-Response in Prefill and 31.32 Token/s in Decoding
Zihan Wu, Yiqi Wang, Zhen He, Bohan Yang +5 more
20252025 Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)12 citations
Semantic Scholar
TensorCIM: Digital Computing-in-Memory Tensor Processor With Multichip-Module-Based Architecture for Beyond-NN Acceleration
Yiqi Wang, Zihan Wu, Weiwei Wu, Lei-Bo Liu +4 more
2025IEEE Journal of Solid-State Circuits11 citations
Semantic Scholar
15.1 A 0.795fJ/bit Physically-Unclonable Function-Protected TCAM for a Software-Defined Networking Switch
Zhi-Heng Yue, Xujiang Xiang, Feng-Bin Tu, Yang Wang +4 more
2024IEEE International Solid-State Circuits Conference11 citations
Semantic Scholar
SynDCIM: A Performance-Aware Digital Computing-in-Memory Compiler with Multi-Spec-Oriented Subcircuit Synthesis
Kun-Ming Shao, Feng-Shi Tian, Xiao-Meng Wang, Jiakun Zheng +11 more
2024Design, Automation and Test in Europe10 citations Open access
Semantic Scholar
PIM-HLS: An Automatic Hardware Generation Tool for Heterogeneous Processing-In-Memory-based Neural Network Accelerators
Yu Zhu, Zhenhua Zhu, Guohao Dai, Feng-Bin Tu +4 more
2023Design Automation Conference10 citations
Semantic Scholar
A 28nm 4170-TFLOPS/W/b and 195-TFLOPS/mm2/b Multiply-Free Fully-Digital Floating-Point Compute-In-Memory Macro with Mitchell's Approximation
Ruiqi Guo, Xiaofeng Chen, Lei Wang, Feng-Bin Tu +3 more
20242024 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)9 citations
Semantic Scholar
SPG: Structure-Private Graph Database via SqueezePIR
Ling Liang, Jilan Lin, Zheng Qu, Ishtiyaque Ahmad +4 more
2023Proceedings of the VLDB Endowment8 citations
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Dr. RTL: Autonomous Agentic RTL Optimization through Tool-Grounded Self-Improvement
Wen-Ji Fang, Yao Lu, Shang Liu, Jing Wang +4 more
2026arXiv.org7 citations
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BIOS: A 40nm Bionic Sensor-defined 0.47pJ/SOP, 268.7TSOPs/W Configurable Spiking Neuron-in-Memory Processor for Wearable Healthcare
Feng-Shi Tian, Xiao-Meng Wang, Jin-Bo Chen, Jiakun Zheng +7 more
2023European Solid-State Circuits Conference7 citations
Semantic Scholar
Brain-Inspired Computing: Adventure from Beyond CMOS Technologies to Beyond von Neumann Architectures ICCAD Special Session Paper
Hussam Amrouch, Jian-Jia Chen, K. Roy, Yuan Xie +6 more
20212021 IEEE/ACM International Conference On Computer Aided Design (ICCAD)7 citations
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ETCIM: An Error-Tolerant Digital-CIM Processor with Redundancy-Free Repair and Run-Time MAC and Cell Error Correction
Yiqi Wang, Zhen He, Chenggang Zhao, Zihan Wu +6 more
20242024 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)6 citations
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