Zheng Wang
Orcid: 0000-0003-2855-9570Affiliations:
- Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Center for Automotive Electronics, China
- RWTH Aachen, Germany (PhD 2015)
According to our database1,
Zheng Wang authored at least 47 papers
between 2013 and 2026.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2026
VIKIN: A Reconfigurable Accelerator for KANs and MLPs with Two-Stage Sparsity Support.
CoRR, March, 2026
Tensor Manipulation Unit (TMU): Reconfigurable, Near-Memory Tensor Manipulation for High-Throughput AI SoC.
IEEE Trans. Very Large Scale Integr. Syst., February, 2026
EndoCaver: Handling Fog, Blur and Glare in Endoscopic Images via Joint Deblurring-Segmentation.
CoRR, January, 2026
2025
Syn-MolOpt: a synthesis planning-driven molecular optimization method using data-derived functional reaction templates.
J. Cheminformatics, December, 2025
ADMET evaluation in drug discovery: 21. Application and industrial validation of machine learning algorithms for Caco-2 permeability prediction.
J. Cheminformatics, December, 2025
CoRR, December, 2025
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025
Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMs.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025
Proceedings of the IEEE International Symposium on Circuits and Systems, 2025
PDR-KAN: Pipeline-Driven Reconfigurable Accelerator for Kolmogorov-Arnold Networks with Cross-Mode Sparsity Support.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2025
AttenPU: An Area Efficient Attention Processor with Reconfigurable FP8 Precision and Dataflow.
Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection.
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025
De<sup>2</sup>r: Unifying DVFS and Early-Exit for Embedded AI Inference via Reinforcement Learning.
Proceedings of the Design, Automation & Test in Europe Conference, 2025
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025
2024
AnchorCapsule: A Datastream-Serving Post-Processor for Object Detection in Embedded Vision SoC.
IEEE Trans. Circuits Syst. II Express Briefs, February, 2024
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection.
CoRR, 2024
Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding.
CoRR, 2024
Harmonizing Unets: Attention Fusion module in cascaded-Unets for low-quality OCT image fluid segmentation.
Comput. Biol. Medicine, 2024
Low-latency Buffering for Mixed-precision Neural Network Accelerator with MulTAP and FQPipe.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024
Dual-Branch StarNet with Mutual Attention and U-Net Denoising for Simultaneously Recognizing Keywords and Speakers.
Proceedings of the Neural Information Processing - 31st International Conference, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
PerFT-N: Low-overhead Permanent Fault-Tolerance Mechanism for Neural Processing Units.
Proceedings of the Great Lakes Symposium on VLSI 2024, 2024
2023
Multi-Attention Feature Fusion Network for Accurate Estimation of Finger Kinematics From Surface Electromyographic Signals.
IEEE Trans. Hum. Mach. Syst., 2023
COMPACT: Co-processor for Multi-mode Precision-adjustable Non-linear Activation Functions.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
2022
An Energy-Efficient Method for Recurrent Neural Network Inference in Edge Cloud Computing.
Symmetry, 2022
LIPFD-NPU: Low-overhead Instruction-driven Permanent Fault Detection for Neural Processing Unit.
Proceedings of the 2022 IEEE International Conference on Integrated Circuits, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
sEMG-Based Gesture Recognition Using GRU With Strong Robustness Against Forearm Posture.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
CNN-DMA: A Predictable and Scalable Direct Memory Access Engine for Convolutional Neural Network with Sliding-window Filtering.
Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021
OR-ML: Enhancing Reliability for Machine Learning Accelerator with Opportunistic Redundancy.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Proceedings of the AISS 2021: 3rd International Conference on Advanced Information Science and System, Sanya, China, November 26, 2021
Improving system latency of AI accelerator with on-chip pipelined activation preprocessing and multi-mode batch inference.
Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021
2020
Accelerating Atrous Convolution with Fetch-and-Jump Architecture for Activation Positioning.
Proceedings of the 2020 IEEE International Conference on Integrated Circuits, 2020
2019
Detecting Fault Injection Attacks Based on Compressed Sensing and Integer Linear Programming.
IEEE Trans. Dependable Secur. Comput., 2019
A 2.86-TOPS/W Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function Engine For Internet-of-Things Applications.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019
Accelerating Compact Convolutional Neural Networks with Multi-threaded Data Streaming.
Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019
A Current Mirror Cross Bar Based 2.86-TOPS/W Machine Learner and PUF with <2.5% BER in 65nm CMOS for IoT Application.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
2018
Current Mirror Array: A Novel Circuit Topology for Combining Physical Unclonable Function and Machine Learning.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018
2017
Current mirror array: A novel lightweight strong PUF topology with enhanced reliability.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
2016
Proceedings of the Architecture of Computing Systems - ARCS 2016, 2016
2015
High-level estimation and exploration of reliability for multi-processor system-on-chip.
PhD thesis, 2015
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
2013
Proceedings of the 4th Annual International Conference on Energy Aware Computing Systems and Applications, 2013