Chengru Song

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 30

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Publications

Tailing Yuan, Yuliang Liu, Xucheng Ye, Shenglong Zhang, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang
Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Parallelism. USENIX ATC (2024)
Chenxi Sun, Hongzhi Zhang, Zijia Lin, Jingyuan Zhang, Fuzheng Zhang, Zhongyuan Wang, Bin Chen, Chengru Song, Di Zhang, Kun Gai, Deyi Xiong
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs. LREC/COLING (2024)
Chenxi Sun, Hongzhi Zhang, Zijia Lin, Jingyuan Zhang, Fuzheng Zhang, Zhongyuan Wang, Bin Chen, Chengru Song, Di Zhang, Kun Gai, Deyi Xiong
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs. CoRR (2024)
Shun Lu, Yu Hu, Longxing Yang, Jilin Mei, Zihao Sun, Jianchao Tan, Chengru Song
PHD-NAS: Preserving helpful data to promote Neural Architecture Search. Neurocomputing 587 (2024)
Yang Jin, Kun Xu, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chengru Song, Dai Meng, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. ICLR (2024)
Yang Jin, Zhicheng Sun, Kun Xu, Kun Xu, Liwei Chen, Hao Jiang, Quzhe Huang, Chengru Song, Yuliang Liu, Di Zhang, Yang Song, Kun Gai, Yadong Mu
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization. CoRR (2024)
Shun Lu, Yu Hu, Longxing Yang, Zihao Sun, Jilin Mei, Jianchao Tan, Chengru Song
PA&DA: Jointly Sampling PAth and DAta for Consistent NAS. CoRR (2023)
Beichuan Zhang, Chenggen Sun, Jianchao Tan, Xinjun Cai, Jun Zhao, Mengqi Miao, Kang Yin, Chengru Song, Na Mou, Yang Song
SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems. CIKM (2023)
Chao Liao, Jinwen Huang, Huan Yuan, Peng Yao, Jianchao Tan, Dawei Zhang, Feng Deng, Xiaorui Wang, Chengru Song
Dynamic TF-TDNN: Dynamic Time Delay Neural Network Based on Temporal-Frequency Attention for Dialect Recognition. ICASSP (2023)
Jun Wang, Peng Yao, Feng Deng, Jianchao Tan, Chengru Song, Xiaorui Wang
NAS-DYMC: NAS-Based Dynamic Multi-Scale Convolutional Neural Network for Sound Event Detection. ICASSP (2023)
Shun Lu, Yu Hu, Longxing Yang, Zihao Sun, Jilin Mei, Jianchao Tan, Chengru Song
PA&DA: Jointly Sampling PAth and DAta for Consistent NAS. CVPR (2023)
Jia-Yi Fu, Lei Lin, Xiaoyang Gao, Pengli Liu, Zhengzong Chen, Zhirui Yang, Shengnan Zhang, Xue Zheng, Yan Li, Yuliang Liu, Xucheng Ye, Yiqiao Liao, Chao Liao, Bin Chen, Chengru Song, Junchen Wan, Zijia Lin, Fuzheng Zhang, Zhongyuan Wang, Di Zhang, Kun Gai
KwaiYiiMath: Technical Report. CoRR (2023)
Jue Chen, Huan Yuan, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang
Resource Constrained Model Compression via Minimax Optimization for Spiking Neural Networks. CoRR (2023)
Peng Yao, Chao Liao, Jiyuan Jia, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang
ASP: Automatic Selection of Proxy dataset for efficient AutoML. CoRR (2023)
Qiushi Li, Ju Ren, Yan Zhang, Chengru Song, Yiqiao Liao, Yaoxue Zhang
Privacy-Preserving DNN Training with Prefetched Meta-Keys on Heterogeneous Neural Network Accelerators. DAC (2023)
Huan Yuan, Chao Liao, Jianchao Tan, Peng Yao, Jiyuan Jia, Bin Chen, Chengru Song, Di Zhang
USDC: Unified Static and Dynamic Compression for Visual Transformer. CoRR (2023)
Chao Liao, Jianchao Tan, Jiyuan Jia, Yi Guo, Chengru Song
MaskFusion: Feature Augmentation for Click-Through Rate Prediction via Input-adaptive Mask Fusion. ICLR (2023)
Beichuan Zhang, Chenggen Sun, Jianchao Tan, Xinjun Cai, Jun Zhao, Mengqi Miao, Kang Yin, Chengru Song, Na Mou, Yang Song
SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems. CoRR (2023)
Jue Chen, Huan Yuan, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang
Resource Constrained Model Compression via Minimax Optimization for Spiking Neural Networks. ACM Multimedia (2023)
Yang Jin, Kun Xu, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chenyi Lei, An Liu, Chengru Song, Xiaoqiang Lei, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. CoRR (2023)
Tengfei Cao, Lujie Zhong, Han Xiao, Chengru Song, Shujie Yang, Changqiao Xu
Credible and economic multimedia service optimization based on game theoretic in hybrid cloud networks. Trans. Emerg. Telecommun. Technol. 33 (8) (2022)
Guanyu Gao, Chengru Song, T. G. Thusitha Asela Bandara, Meng Shen, Fan Yang, Wolf Posdorfer, Dacheng Tao, Yonggang Wen
FogChain: A Blockchain-Based Peer-to-Peer Solar Power Trading System Powered by Fog AI. IEEE Internet Things J. 9 (7) (2022)
Yi Guo, Zhaocheng Liu, Jianchao Tan, Chao Liao, Daqing Chang, Qiang Liu, Sen Yang, Ji Liu, Dongying Kong, Zhi Chen, Chengru Song
LPFS: Learnable Polarizing Feature Selection for Click-Through Rate Prediction. CoRR (2022)
Shun Lu, Yang Wang, Peng Yao, Chenxing Li, Jianchao Tan, Feng Deng, Xiaorui Wang, Chengru Song
Conformer Space Neural Architecture Search for Multi-Task Audio Separation. INTERSPEECH (2022)
Yang Wang, Chenxing Li, Feng Deng, Shun Lu, Peng Yao, Jianchao Tan, Chengru Song, Xiaorui Wang
WA-Transformer: Window Attention-based Transformer with Two-stage Strategy for Multi-task Audio Source Separation. INTERSPEECH (2022)
Chengru Song, Changqiao Xu, Shujie Yang, Zan Zhou, Changhui Gong
A Black-Box Approach to Generate Adversarial Examples Against Deep Neural Networks for High Dimensional Input. DSC (2019)
Guorui Zhou, Xiaoqiang Zhu, Chengru Song, Ying Fan, Han Zhu, Xiao Ma, Yanghui Yan, Junqi Jin, Han Li, Kun Gai
Deep Interest Network for Click-Through Rate Prediction. KDD (2018)
Junqi Jin, Chengru Song, Han Li, Kun Gai, Jun Wang, Weinan Zhang
Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising. CIKM (2018)
Junqi Jin, Chengru Song, Han Li, Kun Gai, Jun Wang, Weinan Zhang
Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising. CoRR (2018)
Guorui Zhou, Chengru Song, Xiaoqiang Zhu, Xiao Ma, Yanghui Yan, Xingya Dai, Han Zhu, Junqi Jin, Han Li, Kun Gai
Deep Interest Network for Click-Through Rate Prediction. CoRR (2017)
Chengru Song, Shifeng Weng, Changshui Zhang
Automatic Elements Extraction of Chinese Web News Using Prior Information of Content and Structure. ACPR (2013)