PD
Peiyan Dong
cs.LGcs.AIcs.CVcs.ARcs.CLcs.ETcs.NEcs.SDDeep Learningdesign for space exploration
On Valency
published · living versionsW_sm7r6rxg·v1 · currentpublished
When Does Test-Time Search Help World Action Models? An Empirical Audit of Candidate Selection and Simulator Integrity
with Jun Liu, Dajie Sun, Zhenglun Kong, Zhenjiang Fan +6
1 version
Preprints & journals
13 papers in the corpus · 2019–2024EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture.40777662 · Dong, Peiyan, Zhuang, Jinming, Yang, Zhuoping et al.2025 · 33 citationsIEEE transactions on computer-aided design of integrated circuits and systems : a publication of the IEEE Circuits and Systems Society. 2024;43(11):3949-3960
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers2407.18175v1 · Zhengang Li, Alec Lu, Yanyue Xie et al.2024 · 10 citationsarXiv
Squat: Quant Small Language Models on the Edge2402.10787v2 · Xuan Shen, Peiyan Dong, Zhenglun Kong et al.2024 · 5 citationsarXiv
Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge2312.05693v2 · Xuan Shen, Peiyan Dong, Lei Lu et al.2023 · 38 citationsarXiv
SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices2309.12212v1 · Zhengang Li, Geng Yuan, Tomoharu Yamauchi et al.2023 · 7 citationsarXiv
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training2211.10801v1 · Zhenglun Kong, Haoyu Ma, Geng Yuan et al.2022 · 15 citationsarXiv
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers2211.08110v2 · Peiyan Dong, Mengshu Sun, Alec Lu et al.2022 · 127 citationsarXiv
Data Level Lottery Ticket Hypothesis for Vision Transformers2211.01484v3 · Xuan Shen, Zhenglun Kong, Minghai Qin et al.2022 · 6 citationsarXiv
GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices Based on Fine-Grained Structured Weight Sparsity.34133272 · Niu, Wei, Li, Zhengang, Ma, Xiaolong et al.2022 · 19 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(10):6224-6239
Quantum Neural Network Compression2207.01578v2 · Zhirui Hu, Peiyan Dong, Zhepeng Wang et al.2022 · 27 citationsarXiv
SPViT: Enabling Faster Vision Transformers via Soft Token Pruning2112.13890v2 · Zhenglun Kong, Peiyan Dong, Xiaolong Ma et al.2021 · 29 citationsarXiv
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition2002.11474v1 · Peiyan Dong, Siyue Wang, Wei Niu et al.2020 · 51 citationsarXiv
DARB: A Density-Aware Regular-Block Pruning for Deep Neural Networks1911.08020v2 · Ao Ren, Tao Zhang, Yuhao Wang et al.2019 · 2 citationsarXiv
Career total: 37 works. 13 are in this corpus.
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