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2020 – today
- 2025
[j4]Cheng Jiang, Pengle Zhang, Ying Ni, Xiaoli Wang, Hanghang Peng, Sen Liu, Mengdi Fei, Yuxin He, Yaxuan Xiao, Jin Huang, Xingyu Ma, Tian Yang:
Multimodal retrieval-augmented generation for financial documents: image-centric analysis of charts and tables with large language models. Vis. Comput. 41(10): 7657-7670 (2025)- [c5]Jintao Zhang, Jia Wei, Pengle Zhang, Jun Zhu, Jianfei Chen:
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration. ICLR 2025 - [c4]Jintao Zhang, Haofeng Huang, Pengle Zhang, Jia Wei, Jun Zhu, Jianfei Chen:
SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization. ICML 2025 - [i8]Pengle Zhang, Jia Wei, Jintao Zhang, Jun Zhu, Jianfei Chen:
Accurate INT8 Training Through Dynamic Block-Level Fallback. CoRR abs/2503.08040 (2025) - [i7]Jintao Zhang, Jia Wei, Pengle Zhang, Xiaoming Xu, Haofeng Huang, Haoxu Wang, Kai Jiang, Jun Zhu, Jianfei Chen:
SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training. CoRR abs/2505.11594 (2025) - [i6]Jintao Zhang, Xiaoming Xu, Jia Wei, Haofeng Huang, Pengle Zhang, Chendong Xiang, Jun Zhu, Jianfei Chen:
SageAttention2++: A More Efficient Implementation of SageAttention2. CoRR abs/2505.21136 (2025) - [i5]Yuxiang Chen, Xiaoming Xu, Pengle Zhang, Michael Beyer, Martin Rapp, Jun Zhu, Jianfei Chen:
TetraJet-v2: Accurate NVFP4 Training for Large Language Models with Oscillation Suppression and Outlier Control. CoRR abs/2510.27527 (2025) - 2024
- [j3]Yongzhi Li, Pengle Zhang, Meng Sun, Jin Huang, Ruhan He:
Pre-training transformer with dual-branch context content module for table detection in document images. Virtual Real. Intell. Hardw. 6(5): 408-420 (2024) - [c3]Chaojun Xiao, Pengle Zhang, Xu Han, Guangxuan Xiao, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun:
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory. NeurIPS 2024 - [i4]Chaojun Xiao, Pengle Zhang, Xu Han, Guangxuan Xiao, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Song Han, Maosong Sun:
InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory. CoRR abs/2402.04617 (2024) - [i3]Jintao Zhang, Jia Wei, Pengle Zhang, Jun Zhu, Jianfei Chen:
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration. CoRR abs/2410.02367 (2024) - [i2]Jintao Zhang, Haofeng Huang, Pengle Zhang, Jia Wei, Jun Zhu, Jianfei Chen:
SageAttention2 Technical Report: Accurate 4 Bit Attention for Plug-and-play Inference Acceleration. CoRR abs/2411.10958 (2024) - 2023
- [c2]Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules. EMNLP (Findings) 2023: 9947-9959 - [i1]Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules. CoRR abs/2310.15724 (2023)
2010 – 2019
- 2018
- [j2]Pengle Zhang, Yajie Dou:
A fast dynamic programming algorithm to a varied capacity problem in vehicle routing. Int. J. Appl. Decis. Sci. 11(2): 146-167 (2018) - 2017
- [j1]Chunxiao Fu, Pengle Zhang, Jiang Jiang, Ke-Wei Yang, Zhihan Lv
:
A Bayesian approach for sleep and wake classification based on dynamic time warping method. Multim. Tools Appl. 76(17): 17765-17784 (2017) - 2014
- [c1]Pengle Zhang, Yajie Dou, Ke-Wei Yang, Jiang Jiang:
A hypercube model based on DSM/DMM for armament system of systems modeling and evaluation. SoSE 2014: 1-6
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