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Chengru Song

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

19

Venues

13

Active years

2018–2025

Best venue rank

A*

Where they publish

Papers

19 indexed papers, newest first.

YearVenueTitleAuthors
2025ACLVidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation.Xinlong Chen, Yuanxing Zhang, Chongling Rao, Yushuo Guan, Jiaheng Liu, Fuzheng Zhang, Chengru Song, Qiang Liu, Di Zhang, Tieniu Tan
2025CLOUDCauchy: A Cost-Efficient LLM Serving System through Adaptive Heterogeneous Deployment.Yihui Zhang, Han Shen, Renyu Yang, Di Tian, Yuxi Luo, Menghao Zhang, Li Li, Chunming Hu, Tianyu Wo, Chengru Song, Jin Ouyang
2025CLOUDCuckoo: Deadline-Aware Job Packing on Heterogeneous GPUs for DL Model Training.Yuzheng Zhang, Renyu Yang, Junhong Liu, Weihan Jiang, Tianyu Ye, Yiqiao Liao, Penghao Zhang, Tiezi Zhang, Kun Shang, Tianyu Wo, Chunming Hu, Chengru Song, Jin Ouyang
2025SCSlimPipe: Memory-Thrifty and Efficient Pipeline Parallelism for Long-Context LLM Training.Zhouyang Li, Yuliang Liu, Wei Zhang, Tailing Yuan, Bin Chen, Chengru Song
2024CLOUDKale: Elastic GPU Scheduling for Online DL Model Training.Ziyang Liu, Renyu Yang, Jin Ouyang, Weihan Jiang, Tianyu Ye, Menghao Zhang, Sui Huang, Jiaming Huang, Chengru Song, Di Zhang, Tianyu Wo, Chunming Hu
2024COLINGDecoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs.Chenxi Sun, Hongzhi Zhang, Zijia Lin, Jingyuan Zhang, Fuzheng Zhang, Zhongyuan Wang, Bin Chen, Chengru Song, Di Zhang, Kun Gai, Deyi Xiong
2024ICLRUnified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization.Yang Jin, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chengru Song, Dai Meng, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu
2024ICMLVideo-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization.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
2024USENIXAccelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Parallelism.Tailing Yuan, Yuliang Liu, Xucheng Ye, Shenglong Zhang, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang
2023CIKMSHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems.Beichuan Zhang, Chenggen Sun, Jianchao Tan, Xinjun Cai, Jun Zhao, Mengqi Miao, Kang Yin, Chengru Song, Na Mou, Yang Song
2023CVPRPA&DA: Jointly Sampling PAth and DAta for Consistent NAS.Shun Lu, Yu Hu, Longxing Yang, Zihao Sun, Jilin Mei, Jianchao Tan, Chengru Song
2023DACPrivacy-Preserving DNN Training with Prefetched Meta-Keys on Heterogeneous Neural Network Accelerators.Qiushi Li, Ju Ren, Yan Zhang, Chengru Song, Yiqiao Liao, Yaoxue Zhang
2023ICASSPDynamic TF-TDNN: Dynamic Time Delay Neural Network Based on Temporal-Frequency Attention for Dialect Recognition.Chao Liao, Jinwen Huang, Huan Yuan, Peng Yao, Jianchao Tan, Dawei Zhang, Feng Deng, Xiaorui Wang, Chengru Song
2023ICASSPNAS-DYMC: NAS-Based Dynamic Multi-Scale Convolutional Neural Network for Sound Event Detection.Jun Wang, Peng Yao, Feng Deng, Jianchao Tan, Chengru Song, Xiaorui Wang
2023ICLRMaskFusion: Feature Augmentation for Click-Through Rate Prediction via Input-adaptive Mask Fusion.Chao Liao, Jianchao Tan, Jiyuan Jia, Yi Guo, Chengru Song
2022InterspeechConformer Space Neural Architecture Search for Multi-Task Audio Separation.Shun Lu, Yang Wang, Peng Yao, Chenxing Li, Jianchao Tan, Feng Deng, Xiaorui Wang, Chengru Song
2022InterspeechWA-Transformer: Window Attention-based Transformer with Two-stage Strategy for Multi-task Audio Source Separation.Yang Wang, Chenxing Li, Feng Deng, Shun Lu, Peng Yao, Jianchao Tan, Chengru Song, Xiaorui Wang
2018CIKMReal-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising.Junqi Jin, Chengru Song, Han Li, Kun Gai, Jun Wang, Weinan Zhang
2018KDDDeep Interest Network for Click-Through Rate Prediction.Guorui Zhou, Xiaoqiang Zhu, Chengru Song, Ying Fan, Han Zhu, Xiao Ma, Yanghui Yan, Junqi Jin, Han Li, Kun Gai