Pengju Ren

94 papers A* 9B 7C 4Journal 57Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
"The Whole Is Greater Than the Sum of Its Parts": A Compatibility-Aware Multi-Teacher CoT Distillation Framework.
CoRR
Jin Cui, Jiaqi Guo, Jiepeng Zhou, Ruixuan Yang, Jiayi Lu, Jiajun Xu, Jiangcheng Song, Boran Zhao, Pengju Ren
2026 A* conf
Double Rounding: Nearly Lossless Adaptive Bit Switching for QAT.
AAAI
Haiduo Huang, Zhenhua Liu, Tian Xia, Pengju Ren
2026 J jnl
FARR: An efficient frozen-feature learning framework for wood species identification with applications to texture recognition.
Signal Image Video Process.
Tao Yang, Rigui Zhou, Pengju Ren, Hongpeng Wang
2026 J jnl
IMMSched: Interruptible Multi-DNN Scheduling via Parallel Multi-Particle Optimizing Subgraph Isomorphism.
CoRR
Boran Zhao, Hetian Liu, Zihang Yuan, Yanbin Hu, Wenzhe Zhao, Tian Xia, Pengju Ren
2026 J jnl
MIND: From Passive Mimicry to Active Reasoning through Capability-Aware Multi-Perspective CoT Distillation.
CoRR
Jin Cui, Jiaqi Guo, Jiepeng Zhou, Ruixuan Yang, Jiayi Lu, Jiajun Xu, Jiangcheng Song, Boran Zhao, Pengju Ren
2026 — conf
MoEA: A Mixed-Precision Edge Accelerator for CNN-MSA Models with Fine-Tuning Support.
ASP-DAC
Qiwei Dang, Chengyu Ma, Zhiwang Huo, Guoming Yang, Tian Xia, Wenzhe Zhao, Pengju Ren
2026 A* conf
PartialNet: Compute Less, Perform Better.
AAAI
Haiduo Huang, Tian Xia, Wenzhe Zhao, Pengju Ren
2025 J jnl
A Self-supervised Learning Method for Raman Spectroscopy based on Masked Autoencoders.
CoRR
Pengju Ren, Ri-Gui Zhou, Yaochong Li
2025 J jnl
A self-supervised learning method for Raman spectroscopy based on masked autoencoders.
Expert Syst. Appl.
Pengju Ren, Ri-Gui Zhou, Yaochong Li
2025 J jnl
AdapSNE: Adaptive Fireworks-Optimized and Entropy-Guided Dataset Sampling for Edge DNN Training.
CoRR
Boran Zhao, Hetian Liu, Zihang Yuan, Li Zhu, Fan Yang, Lina Xie, Tian Xia, Wenzhe Zhao, Pengju Ren
2025 J jnl
DeepKD: A Deeply Decoupled and Denoised Knowledge Distillation Trainer.
CoRR
Haiduo Huang, Jiangcheng Song, Yadong Zhang, Pengju Ren
2025 J jnl
Diffattack-X: An effective transferable adversarial attack based on diffusion models.
Appl. Intell.
Lisha Li, Xiaolin Zhang, Jingyu Wang, Lixin Liu, Yongping Wang, Yini Pu, Pengju Ren, Jiaxing Chu
2025 J jnl
FAST: Topology-Aware Frequency-Domain Distribution Matching for Coreset Selection.
CoRR
Jin Cui, Boran Zhao, Jiajun Xu, Jiaqi Guo, Shuo Guan, Pengju Ren
2025 J jnl
FastEagle: Cascaded Drafting for Accelerating Speculative Decoding.
CoRR
Haiduo Huang, Jiangcheng Song, Wenzhe Zhao, Pengju Ren
2025 J jnl
IsoSched: Preemptive Tile Cascaded Scheduling of Multi-DNN via Subgraph Isomorphism.
CoRR
Boran Zhao, Zihang Yuan, Yanbin Hu, Haiming Zhai, Haoruo Zhang, Wenzhe Zhao, Tian Xia, Pengju Ren
2025 J jnl
Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE.
CoRR
Haiduo Huang, Fuwei Yang, Zhenhua Liu, Yixing Xu, Jinze Li, Yang Liu, Xuanwu Yin, Dong Li, Pengju Ren, Emad Barsoum
2025 J jnl
KernelDNA: Dynamic Kernel Sharing via Decoupled Naive Adapters.
CoRR
Haiduo Huang, Yadong Zhang, Pengju Ren
2025 J jnl
MTLM: an Innovative Language Model Training Paradigm for ASR.
CoRR
Qingliang Meng, Pengju Ren, Tian Li, Changsong Dai
2025 A* conf
Magellan: A High-Performance Loop-Guided Prefetcher for Indirect Memory Access.
ISCA
Gelin Fu, Tian Xia, Mingzhuo Yin, Prashant J. Nair, Mieszko Lis, Pengju Ren
2025 J jnl
NMS: Efficient Edge DNN Training via Near-Memory Sampling on Manifolds.
CoRR
Boran Zhao, Haiduo Huang, Qiwei Dang, Wenzhe Zhao, Tian Xia, Pengju Ren
2025 J jnl
Nearly Lossless Adaptive Bit Switching.
CoRR
Haiduo Huang, Zhenhua Liu, Tian Xia, Wenzhe Zhao, Pengju Ren
2025 J jnl
Partial Channel Network: Compute Fewer, Perform Better.
CoRR
Haiduo Huang, Tian Xia, Wenzhe Zhao, Pengju Ren
2025 J jnl
Partial Convolution Meets Visual Attention.
CoRR
Haiduo Huang, Fuwei Yang, Dong Li, Ji Liu, Lu Tian, Jinzhang Peng, Pengju Ren, Emad Barsoum
2025 A* conf
Rapid Dynamic Obstacle Avoidance for UAVs Enhanced by DVS and Neuromorphic Computing.
ICRA
Siyang Wang, Sheng Yu, Tingbang Liang, Yilin Shi, Yongqiang Ma, Pengju Ren
2025 J jnl
SparseMap: A Sparse Tensor Accelerator Framework Based on Evolution Strategy.
CoRR
Boran Zhao, Haiming Zhai, Zihang Yuan, Hetian Liu, Tian Xia, Wenzhe Zhao, Pengju Ren
2025 J jnl
SpecKD: Speculative Decoding for Effective Knowledge Distillation of LLMs.
CoRR
Haiduo Huang, Jiangcheng Song, Yadong Zhang, Pengju Ren
2025 J jnl
SpecVLM: Fast Speculative Decoding in Vision-Language Models.
CoRR
Haiduo Huang, Fuwei Yang, Zhenhua Liu, Xuanwu Yin, Dong Li, Pengju Ren, Emad Barsoum
2024 A* conf
Differential-Matching Prefetcher for Indirect Memory Access.
HPCA
Gelin Fu, Tian Xia, Zhongpei Luo, Ruiyang Chen, Wenzhe Zhao, Pengju Ren
2024 J jnl
Error Loss Networks.
IEEE Trans. Neural Networks Learn. Syst.
Badong Chen, Yunfei Zheng, Pengju Ren
2024 A* conf
Towards Optimal Lane-changing Coordination of CAVs in Multi-lane Mixed Traffic Scenarios.
ICRA
Yan Ding, Yijun Mao, Chongshan Jiao, Pengju Ren
2023 J jnl
A Comprehensive Performance Model of Sparse Matrix-Vector Multiplication to Guide Kernel Optimization.
IEEE Trans. Parallel Distributed Syst.
Tian Xia, Gelin Fu, Chenyang Li, Zhongpei Luo, Lucheng Zhang, Ruiyang Chen, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2023 J jnl
An Energy-and-Area-Efficient CNN Accelerator for Universal Powers-of-Two Quantization.
IEEE Trans. Circuits Syst. I Regul. Pap.
Tian Xia, Boran Zhao, Jian Ma, Gelin Fu, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2023 J jnl
HIPU: A Hybrid Intelligent Processing Unit With Fine-Grained ISA for Real-Time Deep Neural Network Inference Applications.
IEEE Trans. Very Large Scale Integr. Syst.
Wenzhe Zhao, Guoming Yang, Tian Xia, Fei Chen, Nanning Zheng, Pengju Ren
2023 J jnl
Optimizing FPGA-Based DNN Accelerator With Shared Exponential Floating-Point Format.
IEEE Trans. Circuits Syst. I Regul. Pap.
Wenzhe Zhao, Qiwei Dang, Tian Xia, Jingming Zhang, Nanning Zheng, Pengju Ren
2023 C conf
PrSpMV: An Efficient Predictable Kernel for SpMV.
ICCD
Gelin Fu, Tian Xia, Shaoru Qu, Zhongpei Luo, Shuyu Li, Pengyu Cheng, Runfan Guo, Yitong Ding, Pengju Ren
2023 J jnl
REMAP: A Spatiotemporal CNN Accelerator Optimization Methodology and Toolkit Thereof.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Boran Zhao, Tian Xia, Haiming Zhai, Fulun Ma, Yan Du, Hanzhi Chang, Wenzhe Zhao, Pengju Ren
2023 B conf
TAQ: Top-K Attention-Aware Quantization for Vision Transformers.
ICIP
Lili Shi, Haiduo Huang, Bowei Song, Meng Tan, Wenzhe Zhao, Tian Xia, Pengju Ren
2023 C conf
UCLF: An Uncertainty-Aware Cooperative Lane-Changing Framework for Connected Autonomous Vehicles in Mixed Traffic.
IV
Yijun Mao, Yan Ding, Chongshan Jiao, Pengju Ren
2022 — conf
AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets.
ECCV (11)
Zhijun Tu, Xinghao Chen, Pengju Ren, Yunhe Wang
2022 J jnl
AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets.
CoRR
Zhijun Tu, Xinghao Chen, Pengju Ren, Yunhe Wang
2022 J jnl
Asymmetric Correntropy for Robust Adaptive Filtering.
IEEE Trans. Circuits Syst. II Express Briefs
Badong Chen, Yuqing Xie, Zhuang Li, Yingsong Li, Pengju Ren
2022 — conf
MI2D: Accelerating Matrix Inversion with 2-Dimensional Tile Manipulations.
ACM Great Lakes Symposium on VLSI
Lingfeng Chen, Tian Xia, Wenzhe Zhao, Pengju Ren
2022 J jnl
Multikernel Correntropy for Robust Learning.
IEEE Trans. Cybern.
Badong Chen, Yuqing Xie, Xin Wang, Zejian Yuan, Pengju Ren, Jing Qin
2022 J jnl
Perturbation of Spike Timing Benefits Neural Network Performance on Similarity Search.
IEEE Trans. Neural Networks Learn. Syst.
Ziru Wang, Jiawen Liu, Yongqiang Ma, Badong Chen, Nanning Zheng, Pengju Ren
2021 B conf
A Lightweight sequence-based Unsupervised Loop Closure Detection.
IJCNN
Fan Xiong, Yan Ding, Mingrui Yu, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2021 B conf
CAQ: Context-Aware Quantization via Reinforcement Learning.
IJCNN
Zhijun Tu, Jian Ma, Tian Xia, Wenzhe Zhao, Pengju Ren, Nanning Zheng
2021 J jnl
Error Loss Networks.
CoRR
Badong Chen, Yunfei Zheng, Pengju Ren
2021 J jnl
GroupifyVAE: from Group-based Definition to VAE-based Unsupervised Representation Disentanglement.
CoRR
Tao Yang, Xuanchi Ren, Yuwang Wang, Wenjun Zeng, Nanning Zheng, Pengju Ren
2021 B conf
Joint Critics Mechanism: A Universal Framework for Multi-targets Visual Navigation.
IJCNN
Youzhuo Wang, Wenzhe Zhao, Tian Xia, Nanning Zheng, Pengju Ren
2021 J jnl
Linear and Nonlinear Regression-Based Maximum Correntropy Extended Kalman Filtering.
IEEE Trans. Syst. Man Cybern. Syst.
Xi Liu, Zhigang Ren, Hongqiang Lyu, Zhihong Jiang, Pengju Ren, Badong Chen
2021 J jnl
PIT: Processing-In-Transmission With Fine-Grained Data Manipulation Networks.
IEEE Trans. Computers
Pengchen Zong, Tian Xia, Haoran Zhao, Jianming Tong, Zehua Li, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2021 A* conf
SpV8: Pursuing Optimal Vectorization and Regular Computation Pattern in SpMV.
DAC
Chenyang Li, Tian Xia, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2021 — conf
ac
FPT
Cheng Wang, Yingkun Liu, Kedai Zuo, Jianming Tong, Yan Ding, Pengju Ren
2020 J jnl
A 4K × 2K@60fps Multifunctional Video Display Processor for High Perceptual Image Quality.
IEEE Trans. Circuits Syst. I Regul. Pap.
Hang Wang, Xiang Li, Daqiang Han, Shiquan Yu, Shouyi Yin, Shaojun Wei, Nanning Zheng, Xuchong Zhang, Tiancheng Wang, Wenchang Li, Qiubo Chen, Pengju Ren, Xiaogang Wu, Hongbin Sun, Zhiqiang Jiang
2020 — conf
COCOA: Content-Oriented Configurable Architecture Based on Highly-Adaptive Data Transmission Networks.
ACM Great Lakes Symposium on VLSI
Tian Xia, Pengchen Zong, Haoran Zhao, Jianming Tong, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2020 A* conf
CentripetalNet: Pursuing High-Quality Keypoint Pairs for Object Detection.
CVPR
Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren, Chen Qian
2020 J jnl
CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection.
CoRR
Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren, Chen Qian
2020 J jnl
EMG-Based Gestures Classification Using a Mixed-Signal Neuromorphic Processing System.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Yongqiang Ma, Badong Chen, Pengju Ren, Nanning Zheng, Giacomo Indiveri, Elisa Donati
2020 C conf
Exploring Better Speculation and Data Locality in Sparse Matrix-Vector Multiplication on Intel Xeon.
ICCD
Haoran Zhao, Tian Xia, Chenyang Li, Wenzhe Zhao, Nanning Zheng, Pengju Ren
2020 — conf
Neuromorphic Implementation of a Recurrent Neural Network for EMG Classification.
AICAS
Yongqiang Ma, Elisa Donati, Badong Chen, Pengju Ren, Nanning Zheng, Giacomo Indiveri
2020 J jnl
Robust Power System State Estimation With Minimum Error Entropy Unscented Kalman Filter.
IEEE Trans. Instrum. Meas.
Lujuan Dang, Badong Chen, Shiyuan Wang, Wentao Ma, Pengju Ren
2020 J jnl
Visual Semantic SLAM with Landmarks for Large-Scale Outdoor Environment.
CoRR
Zirui Zhao, Yijun Mao, Yan Ding, Pengju Ren, Nanning Zheng
2019 J jnl
Asymmetric Correntropy for Robust Adaptive Filtering.
CoRR
Badong Chen, Zhuang Li, Yingsong Li, Pengju Ren
2019 J jnl
Design Space Exploration of Neural Network Activation Function Circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Tao Yang, Yadong Wei, Zhijun Tu, Haolun Zeng, Michel A. Kinsy, Nanning Zheng, Pengju Ren
2019 J jnl
Maximum Total Correntropy Diffusion Adaptation Over Networks With Noisy Links.
IEEE Trans. Circuits Syst. II Express Briefs
Yicong He, Fei Wang, Shiyuan Wang, Pengju Ren, Badong Chen
2019 J jnl
Multi-Kernel Correntropy for Robust Learning.
CoRR
Badong Chen, Xin Wang, Zejian Yuan, Pengju Ren, Jing Qin
2018 — conf
A 4K×2K@60fps Multi-format Multi-function Display Processor for High Perceptual Quality.
APCCAS
Hang Wang, Hongbin Sun, Xuchong Zhang, Qiubo Chen, Pengju Ren, Xiaogang Wu, Shouyi Yin, Zhiqiang Jiang, Xiang Li, Daqiang Han, Shiquan Yu, Shaojun Wei, Nanning Zheng
2018 J jnl
A novel spiking neural network of receptive field encoding with groups of neurons decision.
Frontiers Inf. Technol. Electron. Eng.
Yongqiang Ma, Ziru Wang, Si-yu Yu, Badong Chen, Nanning Zheng, Pengju Ren
2018 — conf
Activations Quantization for Compact Neural Networks.
DSP
Yadong Wei, Zhixu Zhao, Tao Yang, Zishuo Zhen, Zeyu Hao, Pengju Ren
2018 J jnl
Design Space Exploration of Neural Network Activation Function Circuits.
CoRR
Tao Yang, Yadong Wei, Zhijun Tu, Haolun Zeng, Michel A. Kinsy, Nanning Zheng, Pengju Ren
2018 J jnl
Maximum Total Correntropy Diffusion Adaptation over Networks with Noisy Links.
CoRR
Yicong He, Fei Wang, Shiyuan Wang, Pengju Ren, Badong Chen
2018 — conf
Multitask Learning With Enhanced Modules.
DSP
Zishuo Zheng, Yadong Wei, Zixu Zhao, Xindi Wu, Zhengcheng Li, Pengju Ren
2018 J jnl
Reconstruction of Visual Image From Functional Magnetic Resonance Imaging Using Spiking Neuron Model.
IEEE Trans. Cogn. Dev. Syst.
Yongqiang Ma, Hao Wu, Mengjiao Zhu, Pengju Ren, Nanning Zheng, Badong Chen
2018 B conf
Spiking Locality-Sensitive Hash: Spiking Computation with Phase Encoding Method.
IJCNN
Ziru Wang, Yongqiang Ma, Zhiwei Dong, Nanning Zheng, Pengju Ren
2017 J jnl
FASHION: Fault-Aware Self-Healing Intelligent On-chip Network.
CoRR
Pengju Ren, Michel A. Kinsy, Mengjiao Zhu, Shreeya Khadka, Mihailo Isakov, Aniruddh Ramrakhyani, Tushar Krishna, Nanning Zheng
2017 J jnl
Hybrid-augmented intelligence: collaboration and cognition.
Frontiers Inf. Technol. Electron. Eng.
Nanning Zheng, Ziyi Liu, Pengju Ren, Yongqiang Ma, Shi-tao Chen, Si-yu Yu, Jianru Xue, Badong Chen, Fei-Yue Wang
2017 J jnl
Toward an Efficient Multiview Display Processing Architecture for 3DTV.
IEEE Trans. Circuits Syst. II Express Briefs
Pengju Ren, Xin Zhang, Hongwei Bi, Hongbin Sun, Nanning Zheng
2016 J jnl
A Deadlock-Free and Connectivity-Guaranteed Methodology for Achieving Fault-Tolerance in On-Chip Networks.
IEEE Trans. Computers
Pengju Ren, Xiaowei Ren, Sudhanshu Sane, Michel A. Kinsy, Nanning Zheng
2016 C conf
A reconfigurable parallel FPGA accelerator for the adapt-then-combine diffusion LMS algorithm.
ISCAS
Qihang Yu, Yongqiang Ma, Badong Chen, José Carlos Príncipe, Nanning Zheng, Pengju Ren
2016 J jnl
Fault-Aware Load-Balancing Routing for 2D-Mesh and Torus On-Chip Network Topologies.
IEEE Trans. Computers
Pengju Ren, Michel A. Kinsy, Nanning Zheng
2016 — conf
Towards connectivity-guaranteed power-gating large-scale on-chip networks.
IGSC
Pengju Ren, Michel A. Kinsy, Mengjiao Zhu, Nanning Zheng
2015 — conf
A 128-way FPGA platform for the acceleration of KLMS algorithm.
ASP-DAC
Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren
2015 — conf
A high efficient hardware architecture for multiview 3DTV.
ASP-DAC
Jiang Yu, Geng Liu, Xin Zhang, Pengju Ren
2015 — conf
A real-time permutation entropy computation for EEG signals.
ASP-DAC
Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren
2015 — conf
A reconfigurable parallel FPGA accelerator for the kernel affine projection algorithm.
DSP
Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren
2014 — conf
A reconfigurable parallel acceleration platform for evaluation of permutation entropy.
EMBC
Xiaowei Ren, Pengju Ren, Badong Chen, José C. Príncipe, Nanning Zheng
2014 A* conf
Fault-tolerant Routing for On-chip Network Without Using Virtual Channels.
DAC
Pengju Ren, Qingxin Meng, Xiaowei Ren, Nanning Zheng
2014 B conf
Hardware implementation of KLMS algorithm using FPGA.
IJCNN
Xiaowei Ren, Pengju Ren, Badong Chen, Tai Min, Nanning Zheng
2013 J jnl
A high-throughput fixed-point complex divider for FPGAs.
IEICE Electron. Express
Dong Wang, Pengju Ren, Leibo Liu
2013 — conf
Depth map generation from geometry and motion.
ICDIP
Qianmin Li, Chenyang Ge, Pengju Ren, Huimin Yao
2012 J jnl
HORNET: A Cycle-Level Multicore Simulator.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Pengju Ren, Mieszko Lis, Myong Hyon Cho, Keun Sup Shim, Christopher W. Fletcher, Omer Khan, Nanning Zheng, Srinivas Devadas
2011 J jnl
Architecting high-performance energy-efficient soft error resilient cache under 3D integration technology.
Microprocess. Microsystems
Hongbin Sun, Pengju Ren, Nanning Zheng, Tong Zhang, Tao Li
2011 B conf
Scalable, accurate multicore simulation in the 1000-core era.
ISPASS
Mieszko Lis, Pengju Ren, Myong Hyon Cho, Keun Sup Shim, Christopher W. Fletcher, Omer Khan, Srinivas Devadas
2008 — conf
An Efficient Motion Adaptive De-interlacing and Its VLSI Architecture Design.
ISVLSI
Hongbin Sun, Nanning Zheng, Chenyang Ge, Dong Wang, Pengju Ren