Dongsheng Li

373 papers A* 37A 21B 26C 20Misc 12Journal 185Unranked 71
YearRankTypeTitle / Venue / Authors
2026 A conf
AdaCheck: An Adaptive Checkpointing System for Efficient LLM Training with Redundancy Utilization.
FAST
Weijie Liu, Shengwei Li, Zhiquan Lai, Keshi Ge, Qiaoling Chen, Peng Sun, Dongsheng Li, Kai Lu
2026 J jnl
Communication-Efficient Federated Multi-View Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiyuan Liu, Xinwang Liu, Siqi Wang, Xinhang Wan, Dongsheng Li, Kai Lu, Kunlun He
2026 J jnl
Differentially private data augmentation via LLM generation with discriminative and distribution-aligned filtering.
Neural Networks
Yiping Song, Juhua Zhang, Zhiliang Tian, Taishu Sheng, Yuxin Yang, Minlie Huang, Xinwang Liu, Dongsheng Li
2026 J jnl
Disguise While Defense: Avoid Refusal Responses in LLM's Defense via a Multi-Agent Attacker-Disguiser Game.
IEEE Trans. Inf. Forensics Secur.
Qianqiao Xu, Zhiliang Tian, Hongyan Wu, Zhen Huang, Dong Liang, Yiping Song, Ziyi Pan, Feng Liu, Dongsheng Li
2026 J jnl
LLM-Driven Adversarial Example Synthesis for Emerging Topic Rumor Detection on Social Media.
IEEE Trans. Knowl. Data Eng.
Menglong Lu, Zejiang He, Yaohui Guo, Shanshan Liu, Jingyuan Huang, Yunxiang Zhao, Zhiliang Tian, Xiaoran Zhao, Chengcheng Shao, Lin Deng, Dongsheng Li, Zhen Huang
2026 J jnl
Prior-Guided Symbolic Regression: Towards Scientific Consistency in Equation Discovery.
CoRR
Jing Xiao, Xinhai Chen, Jiaming Peng, Qinglin Wang, Menghan Jia, Zhiquan Lai, Guangping Yu, Dongsheng Li, Tiejun Li, Jie Liu
2026 J jnl
Pro-Prophet: A Systematic Load Balancing Method for Efficient Parallel Training of Large-Scale MoE Models.
IEEE Trans. Parallel Distributed Syst.
Wei Wang, Zhiquan Lai, Dongsheng Li, Shengwei Li, Weijie Liu, Keshi Ge, Ao Shen, Huayou Su
2026 A conf
RosenBridge: A Framework for Enabling Express I/O Paths Across the Virtualization Boundary.
FAST
Shi Qiu, Li Wang, Jianqin Yan, Ruofan Xiong, Leping Yang, Xin Yao, Renhai Chen, Gong Zhang, Dongsheng Li, Jiwu Shu, Yiming Zhang
2026 J jnl
VTalker: Text-Driven Synthesis of Talking Head with Vision Diffusion Transformer.
ACM Trans. Multim. Comput. Commun. Appl.
Yali Cai, Peng Qiao, Dongsheng Li
2026 A* conf
WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety.
AAAI
Shilong Pan, Zhiliang Tian, Wanlong Yu, Zhen Huang, Qingyu Qiu, Zihan Chen, Zhonghao Sun, Minlie Huang, Dongsheng Li
2025 — conf
A Mixture-of-Experts Framework with Fake Review Detection for Robust Recommendation Systems.
ICIC (7)
Yaohui Guo, Menglong Lu, Zhilong Lv, Jinhui Zhao, Ziwen Zhang, Zhen Huang, Dongsheng Li
2025 J jnl
A unified multimodal classification framework based on deep metric learning.
Neural Networks
Liwen Peng, Songlei Jian, Minne Li, Zhigang Kan, Linbo Qiao, Dongsheng Li
2025 — conf
AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models.
ACL (1)
Shilong Pan, Zhiliang Tian, Zhen Huang, Wanlong Yu, Zhihua Wen, Xinwang Liu, Kai Lu, Minlie Huang, Dongsheng Li
2025 J jnl
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey.
ACM Comput. Surv.
Zhihong Liu, Xin Xu, Peng Qiao, Dongsheng Li
2025 J jnl
Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance in Adaptation.
Trans. Assoc. Comput. Linguistics
Ao Shen, Zhiquan Lai, Qiang Wang, Xionglve Li, Lizhi Zhang, Dongsheng Li, Jiaxin Li
2025 B conf
AnchorTalk: High-Fidelity Upper-Body Talking Human Generation From Speech.
ICMR
Yali Cai, Peng Qiao, Dongsheng Li
2025 J jnl
AutoPipe-H: A Heterogeneity-Aware Data-Paralleled Pipeline Approach on Commodity GPU Servers.
IEEE Trans. Computers
Weijie Liu, Kai Lu, Zhiquan Lai, Shengwei Li, Keshi Ge, Dongsheng Li, Xicheng Lu
2025 J jnl
Automatic parallelism strategy generation with minimal memory redundancy.
Frontiers Inf. Technol. Electron. Eng.
Yanqi Shi, Peng Liang, Hao Zheng, Linbo Qiao, Dongsheng Li
2025 J jnl
BHerd: Accelerating Federated Learning by Selecting Beneficial Herd of Local Gradients.
IEEE Trans. Computers
Ping Luo, Xiaoge Deng, Ziqing Wen, Tao Sun, Dongsheng Li
2025 A conf
Bandwidth Optimized Scalable Designs with Inter-Layer Overlapping for MPI Broadcast.
ICDCS
Yi Dai, Qi Zhu, Jiaqing Xu, Qiang Wang, Bo Yang, Min Xie, Dongsheng Li
2025 J jnl
Breaking Memory Limits: Gradient Wavelet Transform Enhances LLMs Training.
CoRR
Ziqing Wen, Ping Luo, Jiahuan Wang, Xiaoge Deng, Jinping Zou, Kun Yuan, Tao Sun, Dongsheng Li
2025 J jnl
Bubble-Swap Flow Control.
ACM Trans. Archit. Code Optim.
Yi Dai, Kai Lu, Sheng Ma, Jinshu Su, Dongsheng Li
2025 J jnl
CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher.
CoRR
Tianlun Liu, Zhiliang Tian, Zhen Huang, Xingzhi Zhou, Wanlong Yu, Tianle Liu, Feng Liu, Dongsheng Li
2025 C conf
Capricorn: Efficient In-Memory Checkpointing for MoE Model Training with Dynamicity Awareness.
CLUSTER
Wenqian Xie, Zhiquan Lai, Shengwei Li, Weijie Liu, Wei Wang, Yanqi Hao, Dongsheng Li
2025 A conf
Cheetah: Metadata Aggregation for Fast Object Storage without Distributed Ordering.
EuroSys
Yiming Zhang, Li Wang, Shengyun Liu, Shun Gai, Haonan Wang, Xin Yao, Meiling Wang, Kai Chen, Dongsheng Li, Jiwu Shu
2025 J jnl
Communication-Efficient Distributed Learning via Sparse and Adaptive Stochastic Gradient.
IEEE Trans. Big Data
Xiaoge Deng, Dongsheng Li, Tao Sun, Xicheng Lu
2025 — conf
DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation.
ACL (Findings)
Zhonghao Sun, Zhiliang Tian, Yiping Song, Yuyi Si, Juhua Zhang, Minlie Huang, Kai Lu, Zeyu Xiong, Xinwang Liu, Dongsheng Li
2025 — conf
DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference.
ACL (Findings)
Juhua Zhang, Zhiliang Tian, Minghang Zhu, Yiping Song, Taishu Sheng, Siyi Yang, Qiunan Du, Xinwang Liu, Minlie Huang, Dongsheng Li
2025 J jnl
Efficient deep neural network training via decreasing precision with layer capacity.
Frontiers Comput. Sci.
Ao Shen, Zhiquan Lai, Tao Sun, Shengwei Li, Keshi Ge, Weijie Liu, Dongsheng Li
2025 J jnl
FOAM: Blocked State Folding for Memory-Efficient LLM Training.
CoRR
Ziqing Wen, Jiahuan Wang, Ping Luo, Dongsheng Li, Tao Sun
2025 J jnl
Flexible Graph Similarity Computation With A Proactive Optimization Strategy.
CoRR
Zhouyang Liu, Ning Liu, Yixin Chen, Jiezhong He, Dongsheng Li
2025 J jnl
Graph Theory-Based Deep Graph Similarity Learning: A Unified Survey of Pipeline, Techniques, and Challenges.
Trans. Mach. Learn. Res.
Zhouyang Liu, Ning Liu, Yixin Chen, Ziqing Wen, Jiezhong He, Dongsheng Li
2025 J jnl
Graph2Region: Efficient Graph Similarity Learning With Structure and Scale Restoration.
IEEE Trans. Knowl. Data Eng.
Zhouyang Liu, Yixin Chen, Ning Liu, Jiezhong He, Dongsheng Li
2025 J jnl
Graph2Region: Efficient Graph Similarity Learning with Structure and Scale Restoration.
CoRR
Zhouyang Liu, Yixin Chen, Ning Liu, Jiezhong He, Dongsheng Li
2025 B conf
HMGraph: Boosting GNN Training on Hierarchical Memory via Coordinated Cache.
ICPP
Lizhi Zhang, Menghan Jia, Zhiquan Lai, Qiao Li, Yiming Zhang, Dongsheng Li
2025 J jnl
Handling polysemous triggers and arguments in event extraction: an adaptive semantics learning strategy with reward-penalty mechanism.
Frontiers Inf. Technol. Electron. Eng.
Haili Li, Zhiliang Tian, Xiaodong Wang, Yunyan Zhou, Shilong Pan, Jie Zhou, Qiubo Xu, Dongsheng Li
2025 J jnl
Hierarchy-Aware Neural Subgraph Matching With Enhanced Similarity Measure.
IEEE Trans. Knowl. Data Eng.
Zhouyang Liu, Ning Liu, Yixin Chen, Jiezhong He, Menghan Jia, Dongsheng Li
2025 J jnl
Hierarchy-Aware Neural Subgraph Matching with Enhanced Similarity Measure.
CoRR
Zhouyang Liu, Ning Liu, Yixin Chen, Jiezhong He, Menghan Jia, Dongsheng Li
2025 J jnl
Koala: Efficient Pipeline Training through Automated Schedule Searching on Domain-Specific Language.
ACM Trans. Archit. Code Optim.
Yu Tang, Lujia Yin, Qiao Li, Hongyu Zhu, Hengjie Li, Xingcheng Zhang, Linbo Qiao, Dongsheng Li, Jiaxin Li
2025 J jnl
Memory-efficient tensor parallelism for long-sequence Transformer training.
Frontiers Inf. Technol. Electron. Eng.
Peng Liang, Linbo Qiao, Yanqi Shi, Hao Zheng, Yu Tang, Dongsheng Li
2025 J jnl
Oases: Efficient Large-Scale Model Training on Commodity Servers via Overlapped and Automated Tensor Model Parallelism.
IEEE Trans. Parallel Distributed Syst.
Shengwei Li, Zhiquan Lai, Dongsheng Li, Yanqi Hao, Weijie Liu, Keshi Ge, Xiaoge Deng, Kai Lu
2025 J jnl
Optimizing Fine-Tuning in Quantized Language Models: An In-Depth Analysis of Key Variables.
Comput. Mater. Continua
Ao Shen, Zhiquan Lai, Dongsheng Li, Xiaoyu Hu
2025 J jnl
PipeOptim: Ensuring Effective 1F1B Schedule With Optimizer-Dependent Weight Prediction.
IEEE Trans. Knowl. Data Eng.
Lei Guan, Dongsheng Li, Yongle Chen, Jiye Liang, Wenjian Wang, Xicheng Lu
2025 A* conf
Scenario-independent Uncertainty Estimation for LLM-based Question Answering via Factor Analysis.
WWW
Zhihua Wen, Zhizhao Liu, Zhiliang Tian, Shilong Pan, Zhen Huang, Dongsheng Li, Minlie Huang
2025 J jnl
SpMARD: A Sparse-Sparse Matrix Multiplication Accelerator with Reconfigurable Dataflow for DNN Workloads.
ACM Trans. Archit. Code Optim.
Bo Wang, Sheng Ma, Yunping Zhao, Shengbai Luo, Lizhou Wu, Jianmin Zhang, Dongsheng Li, Tiejun Li, Zhuojun Chen
2025 J jnl
Thinking on Context: Inductive Relation Prediction Guided by the Reasoning Ability of Large Language Models.
IEEE Trans. Knowl. Data Eng.
Xiaoshu Chen, Sihang Zhou, Ke Liang, Jiafei Wu, Xinwang Liu, Dongsheng Li, Kai Lu
2025 J jnl
Toward Understanding the Generalizability of Delayed Stochastic Gradient Descent.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiaoge Deng, Li Shen, Shengwei Li, Tao Sun, Dongsheng Li, Dacheng Tao
2025 J jnl
Tradeoff Performance and Energy Efficiency by Optimizing the Data Flow for PIM Architectures.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yunping Zhao, Sheng Ma, Yuhua Tang, Hengzhu Liu, Dongsheng Li
2025 J jnl
Training large-scale language models with limited GPU memory: a survey.
Frontiers Inf. Technol. Electron. Eng.
Yu Tang, Linbo Qiao, Lujia Yin, Peng Liang, Ao Shen, Zhilin Yang, Lizhi Zhang, Dongsheng Li
2025 J jnl
TriFMatch: a flash subgraph matching algorithm with effective filtering techniques.
Knowl. Inf. Syst.
Jiezhong He, Yixin Chen, Menghan Jia, Zhouyang Liu, Dongsheng Li, Kian-Lee Tan
2024 Misc conf
3D Parallelism for Transformers via Integer Programming.
ICASSP
Hao Zheng, Peng Liang, Yu Tang, Yanqi Shi, Linbo Qiao, Dongsheng Li
2024 J jnl
A Memory-Efficient Hybrid Parallel Framework for Deep Neural Network Training.
IEEE Trans. Parallel Distributed Syst.
Dongsheng Li, Shengwei Li, Zhiquan Lai, Yongquan Fu, Xiangyu Ye, Lei Cai, Linbo Qiao
2024 J jnl
A Survey of Design and Optimization for Systolic Array-based DNN Accelerators.
ACM Comput. Surv.
Rui Xu, Sheng Ma, Yang Guo, Dongsheng Li
2024 J jnl
Accelerating Federated Learning by Selecting Beneficial Herd of Local Gradients.
CoRR
Ping Luo, Xiaoge Deng, Ziqing Wen, Tao Sun, Dongsheng Li
2024 J jnl
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey.
CoRR
Zhihong Liu, Xin Xu, Peng Qiao, Dongsheng Li
2024 A* conf
Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery.
AAAI
Zimian Wei, Peijie Dong, Zheng Hui, Anggeng Li, Lujun Li, Menglong Lu, Hengyue Pan, Dongsheng Li
2024 A* conf
Context-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models.
EMNLP
Yuxuan Guo, Zhiliang Tian, Yiping Song, Tianlun Liu, Liang Ding, Dongsheng Li
2024 J jnl
DELTA: Memory-Efficient Training via Dynamic Fine-Grained Recomputation and Swapping.
ACM Trans. Archit. Code Optim.
Yu Tang, Qiao Li, Lujia Yin, Dongsheng Li, Yiming Zhang, Chenyu Wang, Xingcheng Zhang, Linbo Qiao, Zhaoning Zhang, Kai Lu
2024 J jnl
Decentralized Scheduling for Data-Parallel Tasks in the Cloud.
ACM Trans. Parallel Comput.
Ziyang Li, Dongsheng Li, Yingwen Chen, Kai Chen, Yiming Zhang
2024 J jnl
Decentralized stochastic sharpness-aware minimization algorithm.
Neural Networks
Simiao Chen, Xiaoge Deng, Dongpo Xu, Tao Sun, Dongsheng Li
2024 — conf
Deep Tiny Network for Recognition-Oriented Face Image Quality Assessment.
CVM (2)
Baoyun Peng, Min Liu, Zhaoning Zhang, Kai Xu, Dongsheng Li
2024 J jnl
Efficient Block Storage in the Cloud.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yiming Zhang, Zhihao Zhang, Yan Chen, Huiba Li, Haonan Wang, Ping Zhong, Shengyun Liu, Dongsheng Li
2024 — conf
Emancipating Event Extraction from the Constraints of Long-Tailed Distribution Data Utilizing Large Language Models.
LREC/COLING
Zhigang Kan, Liwen Peng, Linbo Qiao, Dongsheng Li
2024 A* conf
Exploring the Inefficiency of Heavy Ball as Momentum Parameter Approaches 1.
IJCAI
Xiaoge Deng, Tao Sun, Dongsheng Li, Xicheng Lu
2024 J jnl
Federated Prediction-Powered Inference from Decentralized Data.
CoRR
Ping Luo, Xiaoge Deng, Ziqing Wen, Tao Sun, Dongsheng Li
2024 C conf
Funnel: An Efficient Sparse Attention Accelerator with Multi-Dataflow Fusion.
ISPA
Shenghong Ma, Jinwei Xu, Jingfei Jiang, Yaohua Wang, Dongsheng Li
2024 C conf
HSDP: Accelerating Large-scale Model Training via Efficient Sharded Data Parallelism.
ISPA
Yanqi Hao, Zhiquan Lai, Wei Wang, Shengwei Li, Weijie Liu, Keshi Ge, Dongsheng Li
2024 A* conf
Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning (Extended Abstract).
ICDE
Ning Liu, Songlei Jian, Dongsheng Li, Yiming Zhang, Zhiquan Lai, Hongzuo Xu
2024 J jnl
KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion.
CoRR
Yilin Wang, Minghao Hu, Zhen Huang, Dongsheng Li, Dong Yang, Xicheng Lu
2024 A* conf
LFDe: A Lighter, Faster and More Data-Efficient Pre-training Framework for Event Extraction.
WWW
Zhigang Kan, Liwen Peng, Yifu Gao, Ning Liu, Linbo Qiao, Dongsheng Li
2024 J jnl
LLM-based Privacy Data Augmentation Guided by Knowledge Distillation with a Distribution Tutor for Medical Text Classification.
CoRR
Yiping Song, Juhua Zhang, Zhiliang Tian, Yuxin Yang, Minlie Huang, Dongsheng Li
2024 J jnl
LTOS: Layout-controllable Text-Object Synthesis via Adaptive Cross-attention Fusions.
CoRR
Xiaoran Zhao, Tianhao Wu, Yu Lai, Zhiliang Tian, Zhen Huang, Yahui Liu, Zejiang He, Dongsheng Li
2024 J jnl
Learn to Disguise: Avoid Refusal Responses in LLM's Defense via a Multi-agent Attacker-Disguiser Game.
CoRR
Qianqiao Xu, Zhiliang Tian, Hongyan Wu, Zhen Huang, Yiping Song, Feng Liu, Dongsheng Li
2024 — conf
Meta Learning Based Rumor Detection with Awareness of Social Bot.
KSEM (3)
Zhilong Lv, Zhen Huang, Menglong Lu, Yuxin Yang, Zhiliang Tian, Xin Niu, Dongsheng Li
2024 — conf
POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation.
ACL (1)
Shilong Pan, Zhiliang Tian, Liang Ding, Haoqi Zheng, Zhen Huang, Zhihua Wen, Dongsheng Li
2024 J jnl
POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation.
CoRR
Shilong Pan, Zhiliang Tian, Liang Ding, Zhen Huang, Zhihua Wen, Dongsheng Li
2024 J jnl
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering.
CoRR
Zhihua Wen, Zhiliang Tian, Zexin Jian, Zhen Huang, Pei Ke, Yifu Gao, Minlie Huang, Dongsheng Li
2024 J jnl
SAL: Optimizing the Dataflow of Spin-based Architectures for Lightweight Neural Networks.
ACM Trans. Archit. Code Optim.
Yunping Zhao, Sheng Ma, Hengzhu Liu, Dongsheng Li
2024 J jnl
Score-based Generative Models with Adaptive Momentum.
CoRR
Ziqing Wen, Xiaoge Deng, Ping Luo, Tao Sun, Dongsheng Li
2024 A* conf
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness.
NeurIPS
Xiaoge Deng, Tao Sun, Shengwei Li, Dongsheng Li, Xicheng Lu
2024 J jnl
TFDMNet: A Novel Network Structure Combines the Time Domain and Frequency Domain Features.
CoRR
Hengyue Pan, Yixin Chen, Zhiliang Tian, Peng Qiao, Linbo Qiao, Dongsheng Li
2024 — conf
TVT: Training-Free Vision Transformer Search on Tiny Datasets.
ICPR (5)
Zimian Wei, Hengyue Pan, Lujun Li, Peijie Dong, Dongsheng Li
2024 — conf
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models.
ACL (Findings)
Yifu Gao, Linbo Qiao, Zhigang Kan, Zhihua Wen, Yongquan He, Dongsheng Li
2024 J jnl
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models.
CoRR
Yifu Gao, Linbo Qiao, Zhigang Kan, Zhihua Wen, Yongquan He, Dongsheng Li
2024 J jnl
XGrad: Boosting Gradient-Based Optimizers With Weight Prediction.
IEEE Trans. Pattern Anal. Mach. Intell.
Lei Guan, Dongsheng Li, Yanqi Shi, Jian Meng
2023 A* conf
A Canonicalization-Enhanced Known Fact-Aware Framework For Open Knowledge Graph Link Prediction.
IJCAI
Yilin Wang, Minghao Hu, Zhen Huang, Dongsheng Li, Wei Luo, Dong Yang, Xicheng Lu
2023 J jnl
A Composable Generative Framework Based on Prompt Learning for Various Information Extraction Tasks.
IEEE Trans. Big Data
Zhigang Kan, Linhui Feng, Zhangyue Yin, Linbo Qiao, Xipeng Qiu, Dongsheng Li
2023 J jnl
A Survey on Auto-Parallelism of Large-Scale Deep Learning Training.
IEEE Trans. Parallel Distributed Syst.
Peng Liang, Yu Tang, Xiaoda Zhang, Youhui Bai, Teng Su, Zhiquan Lai, Linbo Qiao, Dongsheng Li
2023 J jnl
Accelerating GNN Training by Adapting Large Graphs to Distributed Heterogeneous Architectures.
IEEE Trans. Computers
Lizhi Zhang, Kai Lu, Zhiquan Lai, Yongquan Fu, Yu Tang, Dongsheng Li
2023 J jnl
An anchor-guided sequence labeling model for event detection in both data-abundant and data-scarce scenarios.
Inf. Sci.
Zhigang Kan, Yanqi Shi, Zhangyue Yin, Liwen Peng, Linbo Qiao, Xipeng Qiu, Dongsheng Li
2023 — conf
Auto-Divide GNN: Accelerating GNN Training with Subgraph Division.
Euro-Par
Hongyu Chen, Zhejiang Ran, Keshi Ge, Zhiquan Lai, Jingfei Jiang, Dongsheng Li
2023 J jnl
Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery.
CoRR
Zimian Wei, Lujun Li, Peijie Dong, Zheng Hui, Anggeng Li, Menglong Lu, Hengyue Pan, Zhiliang Tian, Dongsheng Li
2023 — conf
AutoRF: Auto Learning Receptive Fields with Spatial Pooling.
MMM (2)
Peijie Dong, Xin Niu, Zimian Wei, Hengyue Pan, Dongsheng Li, Zhen Huang
2023 J jnl
Automated Tensor Model Parallelism with Overlapped Communication for Efficient Foundation Model Training.
CoRR
Shengwei Li, Zhiquan Lai, Yanqi Hao, Weijie Liu, Keshi Ge, Xiaoge Deng, Dongsheng Li, Kai Lu
2023 — conf
CD-Sched: An Automated Scheduling Framework for Accelerating Neural Network Training on Shared Memory CPU-DSP Platforms.
PCCNT
Yuanyuan Xiao, Zhiquan Lai, Dongsheng Li
2023 — conf
Communication Analysis for Multidimensional Parallel Training of Large-scale DNN Models.
HPCC/DSS/SmartCity/DependSys
Zhiquan Lai, Yanqi Hao, Shengwei Li, Dongsheng Li
2023 J jnl
Compressed Collective Sparse-Sketch for Distributed Data-Parallel Training of Deep Learning Models.
IEEE J. Sel. Areas Commun.
Keshi Ge, Kai Lu, Yongquan Fu, Xiaoge Deng, Zhiquan Lai, Dongsheng Li
2023 Misc conf
DMFormer: Closing the gap Between CNN and Vision Transformers.
ICASSP
Zimian Wei, Hengyue Pan, Lujun Li, Menglong Lu, Xin Niu, Peijie Dong, Dongsheng Li
2023 — conf
DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation.
ACL (1)
Menglong Lu, Zhen Huang, Yunxiang Zhao, Zhiliang Tian, Yang Liu, Dongsheng Li
2023 J jnl
DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation.
CoRR
Menglong Lu, Zhen Huang, Yunxiang Zhao, Zhiliang Tian, Yang Liu, Dongsheng Li
2023 J jnl
Decentralized Federated Averaging.
IEEE Trans. Pattern Anal. Mach. Intell.
Tao Sun, Dongsheng Li, Bao Wang
2023 — conf
Efficient Large Models Fine-tuning on Commodity Servers via Memory-balanced Pipeline Parallelism.
HPCC/DSS/SmartCity/DependSys
Yujie Liu, Zhiquan Lai, Weijie Liu, Wei Wang, Dongsheng Li
2023 — conf
GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation.
ACL (Findings)
Zhihua Wen, Zhiliang Tian, Zhen Huang, Yuxin Yang, Zexin Jian, Changjian Wang, Dongsheng Li
2023 — conf
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence.
EMNLP (Findings)
Zhihua Wen, Zhiliang Tian, Wei Wu, Yuxin Yang, Yanqi Shi, Zhen Huang, Dongsheng Li
2023 J jnl
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence.
CoRR
Zhihua Wen, Zhiliang Tian, Wei Wu, Yuxin Yang, Yanqi Shi, Zhen Huang, Dongsheng Li
2023 J jnl
Hierarchical Adaptive Pooling by Capturing High-Order Dependency for Graph Representation Learning.
IEEE Trans. Knowl. Data Eng.
Ning Liu, Songlei Jian, Dongsheng Li, Yiming Zhang, Zhiquan Lai, Hongzuo Xu
2023 — conf
Learning Joint Structural and Temporal Contextualized Knowledge Embeddings for Temporal Knowledge Graph Completion.
ACL (Findings)
Yifu Gao, Yongquan He, Zhigang Kan, Yi Han, Linbo Qiao, Dongsheng Li
2023 B conf
MENAS: Multi-trial Evolutionary Neural Architecture Search with Lottery Tickets.
ICIP
Zimian Wei, Hengyue Pan, Lujun Li, Peijie Dong, Xin Niu, Dongsheng Li
2023 Misc conf
MRML: Multimodal Rumor Detection by Deep Metric Learning.
ICASSP
Liwen Peng, Songlei Jian, Dongsheng Li, Siqi Shen
2023 J jnl
Merak: An Efficient Distributed DNN Training Framework With Automated 3D Parallelism for Giant Foundation Models.
IEEE Trans. Parallel Distributed Syst.
Zhiquan Lai, Shengwei Li, Xudong Tang, Keshi Ge, Weijie Liu, Yabo Duan, Linbo Qiao, Dongsheng Li
2023 A* conf
Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification.
IJCAI
Menglong Lu, Zhen Huang, Zhiliang Tian, Yunxiang Zhao, Xuanyu Fei, Dongsheng Li
2023 J jnl
Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification.
CoRR
Menglong Lu, Zhen Huang, Zhiliang Tian, Yunxiang Zhao, Xuanyu Fei, Dongsheng Li
2023 A* conf
Momentum Ensures Convergence of SIGNSGD under Weaker Assumptions.
ICML
Tao Sun, Qingsong Wang, Dongsheng Li, Bao Wang
2023 A conf
Normalized Stochastic Heavy Ball with Adaptive Momentum.
ECAI
Ziqing Wen, Xiaoge Deng, Tao Sun, Dongsheng Li
2023 J jnl
Pairwise Learning with Adaptive Online Gradient Descent.
Trans. Mach. Learn. Res.
Tao Sun, Qingsong Wang, Yunwen Lei, Dongsheng Li, Bao Wang
2023 J jnl
Performance Bug Analysis and Detection for Distributed Storage and Computing Systems.
ACM Trans. Storage
Jiaxin Li, Yiming Zhang, Shan Lu, Haryadi S. Gunawi, Xiaohui Gu, Feng Huang, Dongsheng Li
2023 Misc conf
Progressive Meta-Pooling Learning for Lightweight Image Classification Model.
ICASSP
Peijie Dong, Xin Niu, Zhiliang Tian, Lujun Li, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
2023 J jnl
Progressive Meta-Pooling Learning for Lightweight Image Classification Model.
CoRR
Peijie Dong, Xin Niu, Zhiliang Tian, Lujun Li, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
2023 C conf
Prophet: Fine-grained Load Balancing for Parallel Training of Large-scale MoE Models.
CLUSTER
Wei Wang, Zhiquan Lai, Shengwei Li, Weijie Liu, Keshi Ge, Yujie Liu, Ao Shen, Dongsheng Li
2023 J jnl
Protecting User Privacy in Remote Conversational Systems: A Privacy-Preserving framework based on text sanitization.
CoRR
Zhigang Kan, Linbo Qiao, Hao Yu, Liwen Peng, Yifu Gao, Dongsheng Li
2023 Misc conf
RD-NAS: Enhancing One-Shot Supernet Ranking Ability Via Ranking Distillation From Zero-Cost Proxies.
ICASSP
Peijie Dong, Xin Niu, Lujun Li, Zhiliang Tian, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
2023 J jnl
RD-NAS: Enhancing One-shot Supernet Ranking Ability via Ranking Distillation from Zero-cost Proxies.
CoRR
Peijie Dong, Xin Niu, Lujun Li, Zhiliang Tian, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
2023 J jnl
Rethinking SIGN Training: Provable Nonconvex Acceleration without First- and Second-Order Gradient Lipschitz.
CoRR
Tao Sun, Congliang Chen, Peng Qiao, Li Shen, Xinwang Liu, Dongsheng Li
2023 — conf
Rethinking the Distributed DNN Training Cluster Design from the Cost-effectiveness View.
HPCC/DSS/SmartCity/DependSys
Zhiquan Lai, Yujie Liu, Wei Wang, Yanqi Hao, Dongsheng Li
2023 A* conf
Rotation-Invariant Transformer for Point Cloud Matching.
CVPR
Hao Yu, Zheng Qin, Ji Hou, Mahdi Saleh, Dongsheng Li, Benjamin Busam, Slobodan Ilic
2023 J jnl
SQUID: subtrajectory query in trillion-scale GPS database.
VLDB J.
Dongxiang Zhang, Zhihao Chang, Dingyu Yang, Dongsheng Li, Kian-Lee Tan, Ke Chen, Gang Chen
2023 A* conf
Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks.
EMNLP
Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Changjian Wang, Dongsheng Li, Dacheng Tao
2023 J jnl
Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks.
CoRR
Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Dongsheng Li, Dacheng Tao
2023 A* conf
Stability-Based Generalization Analysis of the Asynchronous Decentralized SGD.
AAAI
Xiaoge Deng, Tao Sun, Shengwei Li, Dongsheng Li
2023 J jnl
Structure Enhanced Path Reasoning for Knowledge Graph Completion.
Int. J. Intell. Syst.
Yilin Wang, Zhen Huang, Minghao Hu, Dongsheng Li, Xicheng Lu, Wei Luo, Dong Yang
2023 J jnl
TAPS: Topology-Aware Intra-Operator Parallelism Strategy Searching Algorithm for Deep Neural Networks.
CoRR
Peng Liang, Hao Zheng, Teng Su, Linbo Qiao, Dongsheng Li
2023 J jnl
TVT: Training-Free Vision Transformer Search on Tiny Datasets.
CoRR
Zimian Wei, Hengyue Pan, Lujun Li, Peijie Dong, Zhiliang Tian, Xin Niu, Dongsheng Li
2023 J jnl
Towards Understanding the Generalizability of Delayed Stochastic Gradient Descent.
CoRR
Xiaoge Deng, Li Shen, Shengwei Li, Tao Sun, Dongsheng Li, Dacheng Tao
2023 J jnl
XGrad: Boosting Gradient-Based Optimizers With Weight Prediction.
CoRR
Lei Guan, Dongsheng Li, Jian Meng, Yanqi Shi
2022 J jnl
A Unified Generative Framework based on Prompt Learning for Various Information Extraction Tasks.
CoRR
Zhigang Kan, Linhui Feng, Zhangyue Yin, Linbo Qiao, Xipeng Qiu, Dongsheng Li
2022 — conf
Accelerating Sample-based GNN Training by Feature Caching on GPUs.
SmartCloud
Yuqi He, Zhiquan Lai, Zhejiang Ran, Lizhi Zhang, Dongsheng Li
2022 A* conf
Adaptive Random Walk Gradient Descent for Decentralized Optimization.
ICML
Tao Sun, Dongsheng Li, Bao Wang
2022 J jnl
Adaptive Temporal Difference Learning With Linear Function Approximation.
IEEE Trans. Pattern Anal. Mach. Intell.
Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li
2022 C conf
AutoPipe: A Fast Pipeline Parallelism Approach with Balanced Partitioning and Micro-batch Slicing.
CLUSTER
Weijie Liu, Zhiquan Lai, Shengwei Li, Yabo Duan, Keshi Ge, Dongsheng Li
2022 J jnl
BRGraph: An efficient graph neural network training system by reusing batch data on GPU.
Concurr. Comput. Pract. Exp.
Keshi Ge, Zhejiang Ran, Zhiquan Lai, Lizhi Zhang, Dongsheng Li
2022 J jnl
Capri: Consensus Accelerated Proximal Reweighted Iteration for A Class of Nonconvex Minimizations.
IEEE Trans. Knowl. Data Eng.
Tao Sun, Dongsheng Li
2022 J jnl
ConvFormer: Closing the Gap Between CNN and Vision Transformers.
CoRR
Zimian Wei, Hengyue Pan, Xin Niu, Dongsheng Li
2022 Misc conf
Cross-Modal Knowledge Distillation in Multi-Modal Fake News Detection.
ICASSP
Zimian Wei, Hengyue Pan, Linbo Qiao, Xin Niu, Peijie Dong, Dongsheng Li
2022 J jnl
DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation.
CoRR
Yu Tang, Chenyu Wang, Yufan Zhang, Yuliang Liu, Xingcheng Zhang, Linbo Qiao, Zhiquan Lai, Dongsheng Li
2022 — conf
Deep-to-Bottom Weights Decay: A Systemic Knowledge Review Learning Technique for Transformer Layers in Knowledge Distillation.
KSEM (2)
Ankun Wang, Feng Liu, Zhen Huang, Minghao Hu, Dongsheng Li, Yifan Chen, Xinjia Xie
2022 J jnl
Distant context aware text generation from abstract meaning representation.
Appl. Intell.
Sen Yang, Dawei Feng, Yang Liu, Dongsheng Li
2022 B conf
EmbRace: Accelerating Sparse Communication for Distributed Training of Deep Neural Networks.
ICPP
Shengwei Li, Zhiquan Lai, Dongsheng Li, Yiming Zhang, Xiangyu Ye, Yabo Duan
2022 — conf
Emotion-Aware Multimodal Pre-training for Image-Grounded Emotional Response Generation.
DASFAA (3)
Zhiliang Tian, Zhihua Wen, Zhenghao Wu, Yiping Song, Jintao Tang, Dongsheng Li, Nevin L. Zhang
2022 — conf
Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory.
EMNLP (Findings)
Zhiliang Tian, Yinliang Wang, Yiping Song, Chi Zhang, Dongkyu Lee, Yingxiu Zhao, Dongsheng Li, Nevin L. Zhang
2022 B conf
Event Coreference Resolution based on Convolutional Siamese network and Circle Loss.
IJCNN
Beiya Dai, Jiangang Qian, Shiqing Cheng, Linbo Qiao, Dongsheng Li
2022 — conf
FAST: A Scalable Subgraph Matching Framework over Large Graphs.
HPEC
Jiezhong He, Zhouyang Liu, Yixin Chen, Hengyue Pan, Zhen Huang, Dongsheng Li
2022 A* conf
Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks.
NeurIPS
Tao Sun, Dongsheng Li, Bao Wang
2022 J jnl
Fixed-Size Objects Encoding for Visual Relationship Detection.
Neural Process. Lett.
Hengyue Pan, Xin Niu, Siqi Shen, Yixin Chen, Peng Qiao, Zhen Huang, Dongsheng Li
2022 J jnl
General nonconvex total variation and low-rank regularizations: Model, algorithm and applications.
Pattern Recognit.
Tao Sun, Dongsheng Li
2022 J jnl
Gradient Descent Learning With Floats.
IEEE Trans. Cybern.
Tao Sun, Ke Tang, Dongsheng Li
2022 C conf
HPH: Hybrid Parallelism on Heterogeneous Clusters for Accelerating Large-scale DNNs Training.
CLUSTER
Yabo Duan, Zhiquan Lai, Shengwei Li, Weijie Liu, Keshi Ge, Peng Liang, Dongsheng Li
2022 J jnl
Heterogeneous Systolic Array Architecture for Compact CNNs Hardware Accelerators.
IEEE Trans. Parallel Distributed Syst.
Rui Xu, Sheng Ma, Yaohua Wang, Yang Guo, Dongsheng Li, Yuran Qiao
2022 — conf
Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text.
NAACL-HLT (Findings)
Zhenzhen Li, Yuyang Zhang, Jian-Yun Nie, Dongsheng Li
2022 J jnl
Learning Convolutional Neural Networks in the Frequency Domain.
CoRR
Hengyue Pan, Yixin Chen, Xin Niu, Wenbo Zhou, Dongsheng Li
2022 J jnl
Learning to classify relations between entities from noisy data - A meta instance reweighting approach.
Expert Syst. Appl.
Zhenzhen Li, Jian-Yun Nie, Yiping Song, Pan Du, Dongsheng Li
2022 B conf
MLPs: Efficient Training of MiniGo on Large-scale Heterogeneous Computing System.
ICPADS
Peng Qiao, Zhouyu He, Rongchun Li, Jingfei Jiang, Yong Dou, Dongsheng Li
2022 J jnl
Merak: An Efficient Distributed DNN Training Framework with Automated 3D Parallelism for Giant Foundation Models.
CoRR
Zhiquan Lai, Shengwei Li, Xudong Tang, Keshi Ge, Weijie Liu, Yabo Duan, Linbo Qiao, Dongsheng Li
2022 A* conf
Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure.
IJCAI
Yifu Gao, Linhui Feng, Zhigang Kan, Yi Han, Linbo Qiao, Dongsheng Li
2022 J jnl
Online Learning Bipartite Matching with Non-stationary Distributions.
ACM Trans. Knowl. Discov. Data
Weirong Chen, Jiaqi Zheng, Haoyu Yu, Guihai Chen, Yixin Chen, Dongsheng Li
2022 J jnl
ParaX : Bandwidth-Efficient Instance Assignment for DL on Multi-NUMA Many-Core CPUs.
IEEE Trans. Computers
Yiming Zhang, Lujia Yin, Dongsheng Li, Yuxing Peng, Kai Lu
2022 — conf
Relational Context Enhanced Dual Path Reasoning for Fact Prediction in Knowledge Graph.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Yilin Wang, Zhen Huang, Minghao Hu, Dongsheng Li, Wei Luo, Dong Yang
2022 Misc conf
S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning.
ICASSP
Keshi Ge, Yongquan Fu, Yiming Zhang, Zhiquan Lai, Xiaoge Deng, Dongsheng Li
2022 — conf
SCGraph: Accelerating Sample-based GNN Training by Staged Caching of Features on GPUs.
ISPA/BDCloud/SocialCom/SustainCom
Yuqi He, Zhiquan Lai, Zhejiang Ran, Lizhi Zhang, Dongsheng Li
2022 J jnl
Sign Stochastic Gradient Descents without bounded gradient assumption for the finite sum minimization.
Neural Networks
Tao Sun, Dongsheng Li
2022 B conf
Similarity-Driven Adaptive Prototypical Network for Class-incremental Few-shot Named Entity Recognition.
ICTAI
Yifan Chen, Zhan Huang, Minghao Hu, Dongsheng Li, Changjian Wang, Ankun Wang, Boyang Wang, Xicheng Lu
2022 B conf
Social Bot-Aware Graph Neural Network for Early Rumor Detection.
COLING
Zhen Huang, Zhilong Lv, Xiaoyun Han, Binyang Li, Menglong Lu, Dongsheng Li
2022 J jnl
Text Generation From Data With Dynamic Planning.
IEEE ACM Trans. Audio Speech Lang. Process.
Sen Yang, Yang Liu, Dawei Feng, Dongsheng Li
2022 J jnl
UENAS: A Unified Evolution-based NAS Framework.
CoRR
Zimian Wei, Hengyue Pan, Xin Niu, Peijie Dong, Dongsheng Li
2022 J jnl
Unsupervised Entity Resolution With Blocking and Graph Algorithms.
IEEE Trans. Knowl. Data Eng.
Dongxiang Zhang, Dongsheng Li, Long Guo, Kian-Lee Tan
2022 A conf
Unsupervised Hierarchical Graph Pooling via Substructure-Sensitive Mutual Information Maximization.
CIKM
Ning Liu, Songlei Jian, Dongsheng Li, Hongzuo Xu
2022 A conf
vGraph: Memory-Efficient Multicore Graph Processing for Traversal-Centric Algorithms.
SC
Menghan Jia, Yiming Zhang, Xinbiao Gan, Dongsheng Li, Erci Xu, Ruibo Wang, Kai Lu
2021 C conf
2PGraph: Accelerating GNN Training over Large Graphs on GPU Clusters.
CLUSTER
Lizhi Zhang, Zhiquan Lai, Shengwei Li, Yu Tang, Feng Liu, Dongsheng Li
2021 B conf
A Neural Ranker for Open-Domain Question Answering via Sentence-Level Jump Encoding.
IJCNN
Yang Liu, Shiyi Xu, Zhen Huang, Changjian Wang, Dongsheng Li, Feng Liu, Jinyan Qiu
2021 J jnl
A survey of script learning.
Frontiers Inf. Technol. Electron. Eng.
Yi Han, Linbo Qiao, Jianming Zheng, Hefeng Wu, Dongsheng Li, Xiangke Liao
2021 C conf
Accelerate Graph Neural Network Training by Reusing Batch Data on GPUs.
IPCCC
Zhejiang Ran, Zhiquan Lai, Lizhi Zhang, Dongsheng Li
2021 C conf
CASQ: Accelerate Distributed Deep Learning with Sketch-Based Gradient Quantization.
CLUSTER
Keshi Ge, Yiming Zhang, Yongquan Fu, Zhiquan Lai, Xiaoge Deng, Dongsheng Li
2021 — conf
CED-BGFN: Chinese Event Detection via Bidirectional Glyph-Aware Dynamic Fusion Network.
PAKDD (2)
Qi Zhai, Zhigang Kan, Sen Yang, Linbo Qiao, Feng Liu, Dongsheng Li
2021 J jnl
Coordinative Scheduling of Computation and Communication in Data-Parallel Systems.
IEEE Trans. Computers
Dongsheng Li, Zhiyao Hu, Zhiquan Lai, Yiming Zhang, Kai Lu
2021 J jnl
Decentralized Federated Averaging.
CoRR
Tao Sun, Dongsheng Li, Bao Wang
2021 J jnl
Deep Tiny Network for Recognition-Oriented Face Image Quality Assessment.
CoRR
Baoyun Peng, Min Liu, Heng Yang, Zhaoning Zhang, Dongsheng Li
2021 — conf
Densely Connected Graph Attention Network Based on Iterative Path Reasoning for Document-Level Relation Extraction.
PAKDD (2)
Hongya Zhang, Zhen Huang, Zhenzhen Li, Dongsheng Li, Feng Liu
2021 — conf
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation.
EMNLP (Findings)
Sen Yang, Qingyu Zhou, Dawei Feng, Yang Liu, Chao Li, Yunbo Cao, Dongsheng Li
2021 J jnl
Effective and Efficient Content Redundancy Detection of Web Videos.
IEEE Trans. Big Data
Yixin Chen, Dongsheng Li, Yu Hua, Wenbo He
2021 J jnl
Elastic scheduler: Heterogeneous and dynamic deep Learning in the cloud.
Concurr. Comput. Pract. Exp.
Lujia Yin, Yiming Zhang, Yuxing Peng, Dongsheng Li
2021 J jnl
EmbRace: Accelerating Sparse Communication for Distributed Training of NLP Neural Networks.
CoRR
Shengwei Li, Zhiquan Lai, Dongsheng Li, Xiangyu Ye, Yabo Duan
2021 A* conf
Graph Pooling via Coarsened Graph Infomax.
SIGIR
Yunsheng Pang, Yunxiang Zhao, Dongsheng Li
2021 J jnl
Graph Pooling via Coarsened Graph Infomax.
CoRR
Yunsheng Pang, Yunxiang Zhao, Dongsheng Li
2021 — conf
HMA: An Efficient Training Method for NLP Models.
ICIAI
Yuetong Yang, Zhiquan Lai, Lei Cai, Dongsheng Li
2021 J jnl
Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning.
CoRR
Ning Liu, Songlei Jian, Dongsheng Li, Yiming Zhang, Zhiquan Lai, Hongzuo Xu
2021 B conf
Hippie: A Data-Paralleled Pipeline Approach to Improve Memory-Efficiency and Scalability for Large DNN Training.
ICPP
Xiangyu Ye, Zhiquan Lai, Shengwei Li, Lei Cai, Ding Sun, Linbo Qiao, Dongsheng Li
2021 C conf
Improved Partitioning Graph Embedding Framework for Small Cluster.
KSEM
Ding Sun, Zhen Huang, Dongsheng Li, Xiangyu Ye, Yilin Wang
2021 Misc conf
Inertial Proximal Deep Learning Alternating Minimization for Efficient Neutral Network Training.
ICASSP
Linbo Qiao, Tao Sun, Hengyue Pan, Dongsheng Li
2021 J jnl
Inertial Proximal Deep Learning Alternating Minimization for Efficient Neutral Network Training.
CoRR
Linbo Qiao, Tao Sun, Hengyue Pan, Dongsheng Li
2021 A conf
Multi-view Interaction Learning for Few-Shot Relation Classification.
CIKM
Yi Han, Linbo Qiao, Jianming Zheng, Zhigang Kan, Linhui Feng, Yifu Gao, Yu Tang, Qi Zhai, Dongsheng Li, Xiangke Liao
2021 J jnl
Nonergodic Complexity of Proximal Inertial Gradient Descents.
IEEE Trans. Neural Networks Learn. Syst.
Tao Sun, Linbo Qiao, Dongsheng Li
2021 J jnl
Optimizing Resource Allocation for Data-Parallel Jobs Via GCN-Based Prediction.
IEEE Trans. Parallel Distributed Syst.
Zhiyao Hu, Dongsheng Li, Dongxiang Zhang, Yiming Zhang, Baoyun Peng
2021 — conf
PCGraph: Accelerating GNN Inference on Large Graphs via Partition Caching.
ISPA/BDCloud/SocialCom/SustainCom
Lizhi Zhang, Zhiquan Lai, Yu Tang, Dongsheng Li, Feng Liu, Xiaochun Luo
2021 — conf
Prediction of the Cyanobacteria Coverage in Time-series Images based on Convolutional Neural Network.
ICCCV
Xiangyu Ye, Zhiquan Lai, Dongsheng Li
2021 C conf
Rumor Verification on Social Media with Stance-Aware Recursive Tree.
KSEM
Xiaoyun Han, Zhen Huang, Menglong Lu, Dongsheng Li, Jinyan Qiu
2021 J jnl
S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning.
CoRR
Keshi Ge, Yongquan Fu, Zhiquan Lai, Xiaoge Deng, Dongsheng Li
2021 J jnl
SASG: Sparsification with Adaptive Stochastic Gradients for Communication-efficient Distributed Learning.
CoRR
Xiaoge Deng, Tao Sun, Dongsheng Li
2021 A* conf
Stability and Generalization of Decentralized Stochastic Gradient Descent.
AAAI
Tao Sun, Dongsheng Li, Bao Wang
2021 J jnl
Stability and Generalization of the Decentralized Stochastic Gradient Descent.
CoRR
Tao Sun, Dongsheng Li, Bao Wang
2021 C conf
Syntactic Enhanced Projection Network for Few-Shot Chinese Event Extraction.
KSEM
Linhui Feng, Linbo Qiao, Yi Han, Zhigang Kan, Yifu Gao, Dongsheng Li
2021 J jnl
Training Deep Neural Networks with Adaptive Momentum Inspired by the Quadratic Optimization.
CoRR
Tao Sun, Huaming Ling, Zuoqiang Shi, Dongsheng Li, Bao Wang
2021 J jnl
pdlADMM: An ADMM-based framework for parallel deep learning training with efficiency.
Neurocomputing
Lei Guan, Zhi-hui Yang, Dongsheng Li, Xicheng Lu
2020 — conf
A BERT-Based Semantic Matching Ranker for Open-Domain Question Answering.
NLPIR
Shiyi Xu, Feng Liu, Zhen Huang, Yuxing Peng, Dongsheng Li
2020 J jnl
A Nonconvex Implementation of Sparse Subspace Clustering: Algorithm and Convergence Analysis.
IEEE Access
Xiaoge Deng, Tao Sun, Peibing Du, Dongsheng Li
2020 — conf
A Reinforcement Learning-Based Virtual Machine Placement Strategy in Cloud Data Centers.
HPCC/DSS/SmartCity
Saiqin Long, Zhetao Li, Yun Xing, Shujuan Tian, Dongsheng Li, Rong Yu
2020 J jnl
ADMMiRNN: Training RNN with Stable Convergence via An Efficient ADMM Approach.
CoRR
Yu Tang, Zhigang Kan, Dequan Sun, Linbo Qiao, Jingjing Xiao, Zhiquan Lai, Dongsheng Li
2020 — conf
ADMMiRNN: Training RNN with Stable Convergence via an Efficient ADMM Approach.
ECML/PKDD (2)
Yu Tang, Zhigang Kan, Dequan Sun, Linbo Qiao, Jingjing Xiao, Zhiquan Lai, Dongsheng Li
2020 J jnl
Adaptive Temporal Difference Learning with Linear Function Approximation.
CoRR
Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li
2020 J jnl
An efficient parallel and distributed solution to nonconvex penalized linear SVMs.
Frontiers Inf. Technol. Electron. Eng.
Lei Guan, Tao Sun, Linbo Qiao, Zhi-hui Yang, Dongsheng Li, Ke-shi Ge, Xicheng Lu
2020 Misc conf
Attentional Fused Temporal Transformation Network for Video Action Recognition.
ICASSP
Ke Yang, Zhiyuan Wang, Huadong Dai, Tianlong Shen, Peng Qiao, Xin Niu, Jie Jiang, Dongsheng Li, Yong Dou
2020 — conf
BSE-MAML: Model Agnostic Meta-Reinforcement Learning via Bayesian Structured Exploration.
SCC
Haonan Wang, Yiyun Zhang, Dawei Feng, Dongsheng Li, Feng Huang
2020 A* conf
Clustering-preserving Network Flow Sketching.
INFOCOM
Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
2020 B conf
DualGCN: Representation Learning for Property Graphs via Dual-level Convolutional Networks.
ICTAI
Yulei Yang, Dongsheng Li
2020 J jnl
Learning to select pseudo labels: a semi-supervised method for named entity recognition.
Frontiers Inf. Technol. Electron. Eng.
Zhenzhen Li, Dawei Feng, Dongsheng Li, Xicheng Lu
2020 A conf
Meta-Learning for Neural Relation Classification with Distant Supervision.
CIKM
Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li
2020 J jnl
Meta-Learning for Neural Relation Classification with Distant Supervision.
CoRR
Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li
2020 A* conf
Objectness Consistent Representation for Weakly Supervised Object Detection.
ACM Multimedia
Ke Yang, Peng Zhang, Peng Qiao, Zhiyuan Wang, Dongsheng Li, Yong Dou
2020 — conf
Optimizing FFT-Based Convolution on ARMv8 Multi-core CPUs.
Euro-Par
Qinglin Wang, Dongsheng Li, Xiandong Huang, Siqi Shen, Songzhu Mei, Jie Liu
2020 — conf
Poster Abstract: Model Average-based Distributed Training for Sparse Deep Neural Networks.
INFOCOM Workshops
Yuetong Yang, Zhiquan Lai, Lei Cai, Dongsheng Li
2020 A* conf
ReLoca: Optimize Resource Allocation for Data-parallel Jobs using Deep Learning.
INFOCOM
Zhiyao Hu, Dongsheng Li, Dongxiang Zhang, Yixin Chen
2020 — conf
Rethinking Segmentation Guidance for Weakly Supervised Object Detection.
CVPR Workshops
Ke Yang, Peng Zhang, Peng Qiao, Zhiyuan Wang, Huadong Dai, Tianlong Shen, Dongsheng Li, Yong Dou
2020 B conf
Tag Pollution Detection in Web Videos via Cross-Modal Relevance Estimation.
IWQoS
Yixin Chen, Xinye Lin, Keshi Ge, Wenbo He, Dongsheng Li
2020 J jnl
Unmanned aerial vehicle swarm distributed cooperation method based on situation awareness consensus and its information processing mechanism.
Knowl. Based Syst.
Yang Gao, Dongsheng Li
2019 — conf
A Distributed Topic Model for Large-Scale Streaming Text.
KSEM (2)
Yicong Li, Dawei Feng, Menglong Lu, Dongsheng Li
2019 J jnl
A Large-Gap Clone Detection Approach Using Sequence Alignment via Dynamic Parameter Optimization.
IEEE Access
Jinze Liu, Tao Wang, Chenhui Feng, Huaimin Wang, Dongsheng Li
2019 — conf
A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning.
EMNLP/IJCNLP (1)
Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li
2019 J jnl
A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning.
CoRR
Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li
2019 J jnl
A Skewness-Aware Matrix Factorization Approach for Mesh-Structured Cloud Services.
IEEE/ACM Trans. Netw.
Yongquan Fu, Dongsheng Li, Pere Barlet-Ros, Chun Huang, Zhen Huang, Siqi Shen, Huayou Su
2019 B conf
Author Disambiguation through Adversarial Network Representation Learning.
IJCNN
Liwen Peng, Siqi Shen, Dongsheng Li, Jun Xu, Yongquan Fu, Huayou Su
2019 B conf
Branch scheduling: dag-aware scheduling for speeding up data-parallel jobs.
IWQoS
Zhiyao Hu, Dongsheng Li, Yiming Zhang, Deke Guo, Ziyang Li
2019 J jnl
Bregman reweighted alternating minimization and its application to image deblurring.
Inf. Sci.
Tao Sun, Linbo Qiao, Dongsheng Li
2019 J jnl
Consensus evaluation method of multi-ground-target threat for unmanned aerial vehicle swarm based on heterogeneous group decision making.
Comput. Electr. Eng.
Yang Gao, Dongsheng Li
2019 — conf
Correction to: A Distributed Topic Model for Large-Scale Streaming Text.
KSEM (2)
Yicong Li, Dawei Feng, Menglong Lu, Dongsheng Li
2019 A* conf
Correlation Congruence for Knowledge Distillation.
ICCV
Baoyun Peng, Xiao Jin, Dongsheng Li, Shunfeng Zhou, Yichao Wu, Jiaheng Liu, Zhaoning Zhang, Yu Liu
2019 J jnl
Correlation Congruence for Knowledge Distillation.
CoRR
Baoyun Peng, Xiao Jin, Jiaheng Liu, Shunfeng Zhou, Yichao Wu, Yu Liu, Dongsheng Li, Zhaoning Zhang
2019 J jnl
Cost-Efficient Consolidating Service for Aliyun's Cloud-Scale Computing.
IEEE Trans. Serv. Comput.
Huining Yan, Huaimin Wang, Xi Li, Yuan Wang, Dongsheng Li, Yunyang Zhang, Yu Xie, Zhongshan Liu, Wei Cao, Feng Yu
2019 J jnl
Decentralized Markov Chain Gradient Descent.
CoRR
Tao Sun, Tianyi Chen, Yuejiao Sun, Qing Liao, Dongsheng Li
2019 J jnl
Diting: An Author Disambiguation Method Based on Network Representation Learning.
IEEE Access
Liwen Peng, Siqi Shen, Jun Xu, Yongquan Fu, Dongsheng Li, Adele Lu Jia
2019 J jnl
Exploring Frame Segmentation Networks for Temporal Action Localization.
CoRR
Ke Yang, Xiaolong Shen, Peng Qiao, Shijie Li, Dongsheng Li, Yong Dou
2019 — conf
Exploring Pre-trained Language Models for Event Extraction and Generation.
ACL (1)
Sen Yang, Dawei Feng, Linbo Qiao, Zhigang Kan, Dongsheng Li
2019 J jnl
Exploring frame segmentation networks for temporal action localization.
J. Vis. Commun. Image Represent.
Ke Yang, Xiaolong Shen, Peng Qiao, Shijie Li, Dongsheng Li, Yong Dou
2019 A* conf
General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme.
NeurIPS
Tao Sun, Yuejiao Sun, Dongsheng Li, Qing Liao
2019 J jnl
General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme.
CoRR
Tao Sun, Yuejiao Sun, Dongsheng Li, Qing Liao
2019 — conf
Geometry Guided Feature Aggregation in Video Face Recognition.
ICCV Workshops
Baoyun Peng, Xiao Jin, Yichao Wu, Dongsheng Li
2019 A conf
HPDL: Towards a General Framework for High-performance Distributed Deep Learning.
ICDCS
Dongsheng Li, Zhiquan Lai, Keshi Ge, Yiming Zhang, Zhaoning Zhang, Qinglin Wang, Huaimin Wang
2019 A* conf
Heavy-ball Algorithms Always Escape Saddle Points.
IJCAI
Tao Sun, Dongsheng Li, Zhe Quan, Hao Jiang, Shengguo Li, Yong Dou
2019 J jnl
Heavy-ball Algorithms Always Escape Saddle Points.
CoRR
Tao Sun, Dongsheng Li, Zhe Quan, Hao Jiang, Shengguo Li, Yong Dou
2019 J jnl
IF-TTN: Information Fused Temporal Transformation Network for Video Action Recognition.
CoRR
Ke Yang, Jingjing Fu, Xun Guo, Yan Lu, Peng Qiao, Dongsheng Li, Yong Dou
2019 Misc conf
Iteratively Reweighted Penalty Alternating Minimization Methods with Continuation for Image Deblurring.
ICASSP
Tao Sun, Dongsheng Li, Hao Jiang, Zhe Quan
2019 J jnl
Iteratively reweighted penalty alternating minimization methods with continuation for image deblurring.
CoRR
Tao Sun, Dongsheng Li, Hao Jiang, Zhe Quan
2019 J jnl
Leveraging Glocality for Fast Failure Recovery in Distributed RAM Storage.
ACM Trans. Storage
Yiming Zhang, Dongsheng Li, Ling Liu
2019 J jnl
Locality-Sensitive Sketching for Resilient Network Flow Monitoring.
CoRR
Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
2019 J jnl
Mini-batch cutting plane method for regularized risk minimization.
Frontiers Inf. Technol. Electron. Eng.
Menglong Lu, Lin-Bo Qiao, Dawei Feng, Dongsheng Li, Xicheng Lu
2019 A* conf
Non-Ergodic Convergence Analysis of Heavy-Ball Algorithms.
AAAI
Tao Sun, Penghang Yin, Dongsheng Li, Chun Huang, Lei Guan, Hao Jiang
2019 — conf
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification.
ACL (1)
Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li, Yiwei Lv
2019 J jnl
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification.
CoRR
Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li, Yiwei Lv
2019 J jnl
Person Re-Identification Based on Multi-Parts of Local Feature Network.
IEEE Access
Zimian Wei, Wenjing Yang, Wanrong Huang, Huadong Dai, Dongsheng Li
2019 A* conf
Read + Verify: Machine Reading Comprehension with Unanswerable Questions.
AAAI
Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Dongsheng Li
2019 — conf
Resilient Disaggregated Network Flow Monitoring.
SIGCOMM Posters and Demos
Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
2019 — conf
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension.
ACL (1)
Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li
2019 J jnl
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension.
CoRR
Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li
2019 — conf
Rise the Momentum: A Method for Reducing the Training Error on Multiple GPUs.
ICA3PP (2)
Yu Tang, Lujia Yin, Zhaoning Zhang, Dongsheng Li
2019 J jnl
TopoX: Topology Refactorization for Efficient Graph Partitioning and Processing.
Proc. VLDB Endow.
Dongsheng Li, Yiming Zhang, Jinyan Wang, Kian-Lee Tan
2019 A* conf
Towards Precise End-to-End Weakly Supervised Object Detection Network.
ICCV
Ke Yang, Dongsheng Li, Yong Dou
2019 J jnl
Towards Precise End-to-end Weakly Supervised Object Detection Network.
CoRR
Ke Yang, Dongsheng Li, Yong Dou
2019 A conf
URSA: Hybrid Block Storage for Cloud-Scale Virtual Disks.
EuroSys
Huiba Li, Yiming Zhang, Dongsheng Li, Zhiming Zhang, Shengyun Liu, Peng Huang, Zheng Qin, Kai Chen, Yongqiang Xiong
2019 J jnl
Understanding and Statically Detecting Synchronization Performance Bugs in Distributed Cloud Systems.
IEEE Access
Chen Zhang, Jiaxin Li, Dongsheng Li, Xicheng Lu
2019 J jnl
XPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training.
CoRR
Lei Guan, Wotao Yin, Dongsheng Li, Xicheng Lu
2018 A conf
A Network-embedding Based Method for Author Disambiguation.
CIKM
Jun Xu, Siqi Shen, Dongsheng Li, Yongquan Fu
2018 B conf
A Quick Survey on Large Scale Distributed Deep Learning Systems.
ICPADS
Zhaoning Zhang, Lujia Yin, Yuxing Peng, Dongsheng Li
2018 — conf
An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines.
ICDM Workshops
Lei Guan, Linbo Qiao, Dongsheng Li, Tao Sun, Keshi Ge, Xicheng Lu
2018 J jnl
An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines.
CoRR
Lei Guan, Linbo Qiao, Dongsheng Li, Tao Sun, Ke-shi Ge, Xicheng Lu
2018 B conf
An Empirical Study of Face Recognition under Variations.
FG
Baoyun Peng, Heng Yang, Dongsheng Li, Zhaoning Zhang
2018 — conf
An Experimental Perspective for Computation-Efficient Neural Networks Training.
ACA
Lujia Yin, Xiaotao Chen, Zheng Qin, Zhaoning Zhang, Jinghua Feng, Dongsheng Li
2018 B conf
Asynchronous Bundle Method for Large-Scale Regularized Risk Minimization.
IJCNN
Menglong Lu, Dawei Feng, Linbo Qiao, Dawen Ding, Dongsheng Li
2018 A* conf
Attention-Guided Answer Distillation for Machine Reading Comprehension.
EMNLP
Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou
2018 J jnl
Attention-Guided Answer Distillation for Machine Reading Comprehension.
CoRR
Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou
2018 J jnl
CSR: Classified Source Routing in Distributed Networks.
IEEE Trans. Cloud Comput.
Yiming Zhang, Dongsheng Li, Zhigang Sun, Feng Zhao, Jinshu Su, Xicheng Lu
2018 A* conf
Continuous Proximity Detection via Predictive Safe Region Construction.
ICDE
Ying Xu, Dongxiang Zhang, Meihui Zhang, Dongsheng Li, Xiaoling Wang, Heng Tao Shen
2018 B conf
Deep Discriminative Clustering Network.
IJCNN
Xuying Shaol, Ke-shi Ge, Huayou Su, Lei Luo, Baoyun Peng, Dongsheng Li
2018 B conf
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions.
IJCNN
Zheng Qin, Zhaoning Zhang, Dongsheng Li, Yiming Zhang, Yuxing Peng
2018 J jnl
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions.
CoRR
Zheng Qin, Zhaoning Zhang, Dongsheng Li, Yiming Zhang, Yuxing Peng
2018 J jnl
Every Timestamp Counts: Accurate Tracking of Network Latencies Using Reconcilable Difference Aggregator.
IEEE/ACM Trans. Netw.
Yongquan Fu, Pere Barlet-Ros, Dongsheng Li
2018 A* conf
Exploring Temporal Preservation Networks for Precise Temporal Action Localization.
AAAI
Ke Yang, Peng Qiao, Dongsheng Li, Shaohe Lv, Yong Dou
2018 — conf
Frame Segmentation Networks for Temporal Action Localization.
PCM (2)
Ke Yang, Peng Qiao, Qiang Wang, Shijie Li, Xin Niu, Dongsheng Li, Yong Dou
2018 — conf
KylinX: A Dynamic Library Operating System for Simplified and Efficient Cloud Virtualization.
USENIX ATC
Yiming Zhang, Jon Crowcroft, Dongsheng Li, Chengfen Zhang, Huiba Li, Yaozheng Wang, Kai Yu, Yongqiang Xiong, Guihai Chen
2018 B conf
Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors.
IJCNN
Hao Yu, Zhaoning Zhang, Zheng Qin, Hao Wu, Dongsheng Li, Jun Zhao, Xicheng Lu
2018 J jnl
Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors.
CoRR
Hao Yu, Zhaoning Zhang, Zheng Qin, Hao Wu, Dongsheng Li, Jun Zhao, Xicheng Lu
2018 — conf
MFM: A Multi-level Fused Sequence Matching Model for Candidates Filtering in Multi-paragraphs Question-Answering.
PCM (3)
Yang Liu, Zhen Huang, Minghao Hu, Shuyang Du, Yuxing Peng, Dongsheng Li, Xu Wang
2018 — conf
Multitask Learning for Chinese Named Entity Recognition.
PCM (2)
Qun Zhang, Zhenzhen Li, Dawei Feng, Dongsheng Li, Zhen Huang, Yuxing Peng
2018 A conf
Pcatch: automatically detecting performance cascading bugs in cloud systems.
EuroSys
Jiaxin Li, Yuxi Chen, Haopeng Liu, Shan Lu, Yiming Zhang, Haryadi S. Gunawi, Xiaohui Gu, Xicheng Lu, Dongsheng Li
2018 J jnl
Predicting the implicit and the explicit video popularity in a User Generated Content site with enhanced social features.
Comput. Networks
Adele Lu Jia, Siqi Shen, Dongsheng Li, Shengling Chen
2018 — conf
PruX: Communication Pruning of Parallel BFS in the Graph 500 Benchmark.
ICA3PP (1)
Menghan Jia, Yiming Zhang, Dongsheng Li, Songzhu Mei
2018 B conf
Temporal Pyramid Relation Network for Video-Based Gesture Recognition.
ICIP
Ke Yang, Rongchun Li, Peng Qiao, Qiang Wang, Dongsheng Li, Yong Dou
2018 A conf
The Fusion of VMs and Processes: A System Perspective of cKernel.
ICDCS
Yiming Zhang, Dongsheng Li, Qiao Zhou, Feng Huang, Yingwen Chen, Yang Hu, Ping Zhong, Yongqiang Xiong, Huaimin Wang
2018 J jnl
UAV Swarm Cooperative Situation Perception Consensus Evaluation Method Based on Three-Parameter Interval Number and Heronian Mean Operator.
IEEE Access
Yang Gao, Dongsheng Li
2018 J jnl
meGautz: A High Capacity, Fault-Tolerant and Traffic Isolated Modular Datacenter Network.
IEEE Trans. Serv. Comput.
Feng Huang, Yiming Zhang, Dongsheng Li, Jiaxin Li, Jie Wu, Kaijun Ren, Deke Guo, Xicheng Lu
2018 J jnl
基于样本权重更新的不平衡数据集成学习方法 (Ensemble Learning Method for Imbalanced Data Based on Sample Weight Updating).
计算机科学
Shengling Chen, Siqi Shen, Dongsheng Li
2017 — conf
An Analysis on a YouTube-like UGC site with Enhanced Social Features.
WWW (Companion Volume)
Adele Lu Jia, Siqi Shen, Shengling Chen, Dongsheng Li, Alexandru Iosup
2017 A* conf
CubeX: Leveraging glocality of cube-based networks for RAM-based key-value store.
INFOCOM
Yiming Zhang, Dongsheng Li, Tian Tian, Ping Zhong
2017 J jnl
CubicRing: Exploiting Network Proximity for Distributed In-Memory Key-Value Store.
IEEE/ACM Trans. Netw.
Yiming Zhang, Dongsheng Li, Chuanxiong Guo, Haitao Wu, Yongqiang Xiong, Xicheng Lu
2017 A* conf
Fast Compressive Spectral Clustering.
ICDM
Ting Li, Yiming Zhang, Dongsheng Li, Xinwang Liu, Yuxing Peng
2017 A conf
GraphA: Adaptive Partitioning for Natural Graphs.
ICDCS
Dongsheng Li, Chengfei Zhang, Jinyan Wang, Zhaoning Zhang, Yiming Zhang
2017 — conf
PARIX: Speculative Partial Writes in Erasure-Coded Systems.
USENIX ATC
Huiba Li, Yiming Zhang, Zhiming Zhang, Shengyun Liu, Dongsheng Li, Xiaohui Liu, Yuxing Peng
2017 A* conf
Rate-aware flow scheduling for commodity data center networks.
INFOCOM
Ziyang Li, Wei Bai, Kai Chen, Dongsu Han, Yiming Zhang, Dongsheng Li, Hongfang Yu
2017 — conf
S-OHEM: Stratified Online Hard Example Mining for Object Detection.
CCCV (3)
Min-ne Li, Zhaoning Zhang, Hao Yu, Xinyuan Chen, Dongsheng Li
2017 J jnl
S-OHEM: Stratified Online Hard Example Mining for Object Detection.
CoRR
Min-ne Li, Zhaoning Zhang, Hao Yu, Xinyuan Chen, Dongsheng Li
2017 A conf
SES-LSH: Shuffle-Efficient Locality Sensitive Hashing for Distributed Similarity Search.
ICWS
Dongsheng Li, Wanxin Zhang, Siqi Shen, Yiming Zhang
2017 J jnl
TPC: Temporal Preservation Convolutional Networks for Precise Temporal Action Localization.
CoRR
Ke Yang, Peng Qiao, Dongsheng Li, Shaohe Lv, Yong Dou
2016 B conf
A mobile recommendation system based on logistic regression and Gradient Boosting Decision Trees.
IJCNN
Yaozheng Wang, Dawei Feng, Dongsheng Li, Xinyuan Chen, Yunxiang Zhao, Xin Niu
2016 J jnl
An Efficient MapReduce Computing Model for Imprecise Applications.
Int. J. Web Serv. Res.
Changjian Wang, Yuxing Peng, Mingxing Tang, Dongsheng Li, Shanshan Li, Pengfei You
2016 A* conf
Best Effort Task Scheduling for Data Parallel Jobs.
SIGCOMM
Ziyang Li, Yiming Zhang, Yunxiang Zhao, Yuxing Peng, Dongsheng Li
2016 C conf
DSS: A Scalable and Efficient Stratified Sampling Algorithm for Large-Scale Datasets.
NPC
Min-ne Li, Dongsheng Li, Siqi Shen, Zhaoning Zhang, Xicheng Lu
2016 C conf
Efficient Semantic-Aware Coflow Scheduling for Data-Parallel Jobs.
CLUSTER
Ziyang Li, Yiming Zhang, Yunxiang Zhao, Dongsheng Li
2016 J jnl
Large-scale virtual machines provisioning in clouds: challenges and approaches.
Frontiers Comput. Sci.
Zhaoning Zhang, Dongsheng Li, Kui Wu
2016 A* conf
OPTAS: Decentralized flow monitoring and scheduling for tiny tasks.
INFOCOM
Ziyang Li, Yiming Zhang, Dongsheng Li, Kai Chen, Yuxing Peng
2016 A conf
On the Expandability and Fidelity of Distributed Line Graphs.
ICWS
Tian Tian, Yiming Zhang, Dongsheng Li, Jiaxin Li, Ping Zhong, Ling Liu
2016 J jnl
Pegasus: a distributed and load-balancing fingerprint identification system.
Frontiers Inf. Technol. Electron. Eng.
Yunxiang Zhao, Wanxin Zhang, Dongsheng Li, Zhen Huang, Min-ne Li, Xicheng Lu
2016 C conf
SMARTPARTITION: Efficient Partitioning for Natural Graphs.
CLUSTER
Chengfei Zhang, Yiming Zhang, Dongsheng Li, Jia Li, Min-ne Li
2016 — conf
Shuffle-efficient distributed Locality Sensitive Hashing on spark.
INFOCOM Workshops
Wanxin Zhang, Dongsheng Li, Ying Xu, Yiming Zhang
2016 J jnl
VirtMan: design and implementation of a fast booting system for homogeneous virtual machines in iVCE.
Frontiers Inf. Technol. Electron. Eng.
Ziyang Li, Yiming Zhang, Dongsheng Li, Pengfei Zhang, Xicheng Lu
2016 J jnl
Weakly supervised object detection using pseudo-strong labels.
CoRR
Ke Yang, Dongsheng Li, Yong Dou, Shaohe Lv, Qiang Wang
2015 Misc conf
CubicRing: Enabling One-Hop Failure Detection and Recovery for Distributed In-Memory Storage Systems.
NSDI
Yiming Zhang, Chuanxiong Guo, Dongsheng Li, Rui Chu, Haitao Wu, Yongqiang Xiong
2015 — conf
DFIS: A Scalable Distributed Fingerprint Identification System.
ICA3PP (3)
Yunxiang Zhao, Wanxin Zhang, Dongsheng Li, Zhen Huang
2015 — conf
Design, Implementation and Evaluation of an Application-Layer Virtualized Network.
SOSE
Yiming Zhang, Dongsheng Li, Yijie Wang, Zhigang Sun, Feng Zhao, Jinshu Su
2015 C conf
Efficient Distributed Data Clustering on Spark.
CLUSTER
Jia Li, Dongsheng Li, Yiming Zhang
2015 A conf
FLOWPROPHET: Generic and Accurate Traffic Prediction for Data-Parallel Cluster Computing.
ICDCS
Hao Wang, Li Chen, Kai Chen, Ziyang Li, Yiming Zhang, Haibing Guan, Zhengwei Qi, Dongsheng Li, Yanhui Geng
2015 J jnl
Joint VM placement and topology optimization for traffic scalability in dynamic datacenter networks.
Comput. Networks
Yangming Zhao, Yifan Huang, Kai Chen, Minlan Yu, Sheng Wang, Dongsheng Li
2015 C conf
Pallas: An Application-Driven Task and Network Simulation Framework.
CLUSTER
Yuming Ye, Ziyang Li, Dongsheng Li, Yiming Zhang, Feng Liu, Yuxing Peng
2015 — conf
Partial Clones for Stragglers in MapReduce.
ICYCSEE
Jia Li, Changjian Wang, Dongsheng Li, Zhen Huang
2014 J jnl
Bulk Construction of Geo-Textual Indices.
Int. J. Data Warehous. Min.
Dongsheng Li, Jinkun Pan, Jiaxin Li, Kian-Lee Tan
2014 — conf
MapCheckReduce: An Improved MapReduce Computing Model for Imprecise Applications.
BigData Congress
Changjian Wang, Yuxing Peng, Mingxing Tang, Dongsheng Li, Shanshan Li, Pengfei You
2014 J jnl
VMThunder: Fast Provisioning of Large-Scale Virtual Machine Clusters.
IEEE Trans. Parallel Distributed Syst.
Zhaoning Zhang, Ziyang Li, Kui Wu, Dongsheng Li, Huiba Li, Yuxing Peng, Xicheng Lu
2013 B conf
Efficient Bulk Loading to Accelerate Spatial Keyword Queries.
ICPADS
Dongsheng Li, Jinkun Pan, Jiaxin Li, Kian-Lee Tan, Dongxiang Zhang
2013 J jnl
Internet-based Virtual Computing Environment: Beyond the data center as a computer.
Future Gener. Comput. Syst.
Xicheng Lu, Huaimin Wang, Ji Wang, Jie Xu, Dongsheng Li
2013 B conf
OPTAS: Optimal Data Placement in MapReduce.
ICPADS
Changjian Wang, Yongrui Qin, Zhen Huang, Yuxing Peng, Dongsheng Li, Huiba Li
2013 J jnl
Partial Probing for Scaling Overlay Routing.
IEEE Trans. Parallel Distributed Syst.
Deke Guo, Hai Jin, Tao Chen, Jie Wu, Li Lu, Dongsheng Li, Xiaolei Zhou
2012 J jnl
SCautz: a high performance and fault-tolerant datacenter network for modular datacenters.
Sci. China Inf. Sci.
Feng Huang, Xicheng Lu, Dongsheng Li, Yiming Zhang
2011 J jnl
Efficient range query processing over DHTs based on the balanced Kautz tree.
Concurr. Comput. Pract. Exp.
Yiming Zhang, Ling Liu, Xicheng Lu, Dongsheng Li
2011 J jnl
Survey of DHT topology construction techniques in virtual computing environments.
Sci. China Inf. Sci.
Yiming Zhang, Xicheng Lu, Dongsheng Li
2010 C conf
Automatic Concurrency Management for distributed applications.
ISCC
Huiba Li, Shengyun Liu, Yuxing Peng, Dongsheng Li
2010 J jnl
Embedded DHT overlays in virtual computing environments.
Sci. China Inf. Sci.
Yiming Zhang, Xicheng Lu, Dongsheng Li
2010 J jnl
Enabling routing control in a DHT.
IEEE J. Sel. Areas Commun.
Yiming Zhang, Lei Chen, Xicheng Lu, Dongsheng Li
2010 J jnl
Superscalar communication: A runtime optimization for distributed applications.
Sci. China Inf. Sci.
Huiba Li, Shengyun Liu, Yuxing Peng, Dongsheng Li, Hangjun Zhou, Xicheng Lu
2009 J jnl
A peer-to-peer IO buffering service based on RAM-grid.
Int. J. Auton. Adapt. Commun. Syst.
Yiming Zhang, Rui Chu, Dongsheng Li
2009 A conf
DHT-Based Range Query Processing for Web Service Discovery.
ICWS
Yiming Zhang, Ling Liu, Dongsheng Li, Feng Liu, Xicheng Lu
2009 J jnl
Efficient Range Query Processing in Peer-to-Peer Systems.
IEEE Trans. Knowl. Data Eng.
Dongsheng Li, Jiannong Cao, Xicheng Lu, Kaixian Chen
2009 J jnl
SKY: efficient peer-to-peer networks based on distributed Kautz graphs.
Sci. China Ser. F Inf. Sci.
Yiming Zhang, Xicheng Lu, Dongsheng Li
2008 A conf
Distributed Line Graphs: A Universal Framework for Building DHTs Based on Arbitrary Constant-Degree Graphs.
ICDCS
Yiming Zhang, Ling Liu, Dongsheng Li, Xicheng Lu
2008 — conf
Flexible Routing in Grouped DHTs.
Peer-to-Peer Computing
Yiming Zhang, Dongsheng Li, Lei Chen, Xicheng Lu
2007 B conf
Collaborative Search in Large-scale Unstructured Peer-to-Peer Networks.
ICPP
Yiming Zhang, Dongsheng Li, Lei Chen, Xicheng Lu
2007 — conf
NCRS: A Network RAM-Based Computational Resource Sharing Grid.
NET-COOP
Yiming Zhang, Dongsheng Li, Rui Chu, Xicheng Lu
2007 B conf
PIBUS: A Network Memory-Based Peer-to-Peer IO Buffering Service.
Networking
Yiming Zhang, Dongsheng Li, Rui Chu, Nong Xiao, Xicheng Lu
2006 Misc conf
DRWT: An Efficient Random Walk Algorithm for Unstructured P2P Networks.
ICDCN
Yiming Zhang, Xicheng Lu, Dongsheng Li, Nong Xiao
2006 A conf
Delay-Bounded Range Queries in DHT-based Peer-to-Peer Systems.
ICDCS
Dongsheng Li, Xicheng Lu, Baosheng Wang, Jinshu Su, Jiannong Cao, Keith C. C. Chan, Hong Va Leong
2005 J jnl
A novel constant degree and constant congestion DHT scheme for peer-to-peer networks.
Sci. China Ser. F Inf. Sci.
Dongsheng Li, Xicheng Lu
2005 A* conf
FISSIONE: a scalable constant degree and low congestion DHT scheme based on Kautz graphs.
INFOCOM
Dongsheng Li, Xicheng Lu, Jie Wu
2005 — ch.
Topology Construction and Resource Discovery in Peer-to-Peer Networks.
Handbook on Theoretical and Algorithmic Aspects of Sensor, Ad Hoc Wireless, and Peer-to-Peer Networks
Dongsheng Li, Xicheng Lu, Chuanfu Xu
2004 C conf
Graph-Theoretic Analysis of Kautz Topology and DHT Schemes.
NPC
Dongsheng Li, Xicheng Lu, Jinshu Su
2004 — conf
Topology and Resource Discovery in Peer-to-Peer Overlay Networks.
GCC Workshops
Dongsheng Li, Nong Xiao, Xicheng Lu
2003 — conf
A Scalable Peer-to-Peer Network with Constant Degree.
APPT
Dongsheng Li, Xinxin Fang, Yijie Wang, Xicheng Lu, Kai Lu, Nong Xiao
2003 C conf
Dynamic Self-Adaptive Replica Location Method in Data Grids.
CLUSTER
Dongsheng Li, Nong Xiao, Xicheng Lu, Yijie Wang, Kai Lu
2003 — conf
Efficient Search in Gnutella-Like "Small-World" Peer-to-Peer Systems.
GCC (1)
Dongsheng Li, Xicheng Lu, Yijie Wang, Nong Xiao
2003 — conf
GridDaen: A Data Grid Engine.
GCC (1)
Nong Xiao, Dongsheng Li, Wei Fu, Bin Huang, Xicheng Lu