Dongsheng Li

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 212

Top Venues

University of Siegen (PHD)

Education History

University of Siegen

PHD

Publications

Shuqi Ruan, Chao Yang, Dongsheng Li
Knowledge-enhanced personalized hierarchical attention network for sequential recommendation. World Wide Web (WWW) 27 (1) (2024)
Shilong Pan, Zhiliang Tian, Liang Ding, Zhen Huang, Zhihua Wen, Dongsheng Li
POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation. CoRR (2024)
Yuqi Chen, Kan Ren, Kaitao Song, Yansen Wang, Yifan Wang, Dongsheng Li, Lili Qiu
EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model. CoRR (2024)
Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu
Frequency-aware Graph Signal Processing for Collaborative Filtering. CoRR (2024)
Yuqi Chen, Kan Ren, Yansen Wang, Yuchen Fang, Weiwei Sun, Dongsheng Li
ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling. CoRR (2024)
Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Yongliang Shen, Kan Ren, Dongsheng Li, Deqing Yang
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction. CoRR (2024)
Fangye Wang, Yingxu Wang, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu
CL4CTR: A Contrastive Learning Framework for CTR Prediction. WSDM (2023)
Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Qi Zhang, Dongsheng Li, Tao Gui
Towards Understanding Omission in Dialogue Summarization. ACL (1) (2023)
Guozhong Cheng, Jiepeng Liu, Dongsheng Li, Y. Frank Chen
Semi-Automated BIM Reconstruction of Full-Scale Space Frames with Spherical and Cylindrical Components Based on Terrestrial Laser Scanning. Remote. Sens. 15 (11) (2023)
Peijie Dong, Xin Niu, Lujun Li, Zhiliang Tian, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
RD-NAS: Enhancing One-shot Supernet Ranking Ability via Ranking Distillation from Zero-cost Proxies. CoRR (2023)
Jinchao Li, Kaitao Song, Junan Li, Bo Zheng, Dongsheng Li, Xixin Wu, Xunying Liu, Helen Meng
Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection. CoRR (2023)
Dongsheng Li, Chen Shen
A Dynamic Equivalent Method for PMSG Based Wind Farms Under Asymmetrical Faults. CoRR (2023)
Yubin Wang, Xinyang Jiang, De Cheng, Dongsheng Li, Cairong Zhao
Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models. CoRR (2023)
Yubo Shu, Hansu Gu, Peng Zhang, Haonan Zhang, Tun Lu, Dongsheng Li, Ning Gu
RAH! RecSys-Assistant-Human: A Human-Central Recommendation Framework with Large Language Models. CoRR (2023)
Peijie Dong, Xin Niu, Zhiliang Tian, Lujun Li, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
Progressive Meta-Pooling Learning for Lightweight Image Classification Model. CoRR (2023)
Ziyue Li, Yuchen Fang, You Li, Kan Ren, Yansen Wang, Xufang Luo, Juanyong Duan, Congrui Huang, Dongsheng Li, Lili Qiu
Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling. SMC (2023)
Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu
Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism. CoRR (2023)
Meiqi Chen, Yubo Ma, Kaitao Song, Yixin Cao, Yan Zhang, Dongsheng Li
Learning To Teach Large Language Models Logical Reasoning. CoRR (2023)
Shaosong Li, Bo Yang, Dongsheng Li
Entity-driven user intent inference for knowledge graph-based recommendation. Appl. Intell. 53 (9) (2023)
Yaohai Zeng, Bo Yang, Xiangchao Wen, Dongsheng Li
Relevance-aware graph neural network for session-based recommendation. Computing 105 (10) (2023)
Jiajin Wu, Bo Yang, Dongsheng Li, Lihui Deng
A semantic relation-aware deep neural network model for end-to-end conversational recommendation. Appl. Soft Comput. 132 (2023)
Xiang Li, Tiandi Ye, Caihua Shan, Dongsheng Li, Ming Gao
Self-supervised Semi-implicit Graph Variational Auto-encoders with Masking. CoRR (2023)
Zimian Wei, Lujun Li, Peijie Dong, Zheng Hui, Anggeng Li, Menglong Lu, Hengyue Pan, Zhiliang Tian, Dongsheng Li
Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery. CoRR (2023)
Lei Guan, Dongsheng Li, Jiye Liang, Wenjian Wang, Xicheng Lu
PipeOptim: Ensuring Effective 1F1B Schedule with Optimizer-Dependent Weight Prediction. CoRR (2023)
Fangye Wang, Yingxu Wang, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Li Shang, Ning Gu
A Comprehensive Summarization and Evaluation of Feature Refinement Modules for CTR Prediction. CoRR (2023)
Yuqi Chen, Kan Ren, Yansen Wang, Yuchen Fang, Weiwei Sun, Dongsheng Li
ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling. NeurIPS (2023)
Guanghao Yin, Xinyang Jiang, Shan Jiang, Zhenhua Han, Ningxin Zheng, Huan Yang, Donglin Bai, Haisheng Tan, Shouqian Sun, Yuqing Yang, Dongsheng Li, Lili Qiu
Online Video Streaming Super-Resolution with Adaptive Look-Up Table Fusion. CoRR (2023)
Fangye Wang, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu
Towards Deeper, Lighter and Interpretable Cross Network for CTR Prediction. CoRR (2023)
William Wei Wang, Dongqi Han, Xufang Luo, Yifei Shen, Charles Ling, Boyu Wang, Dongsheng Li
Toward Open-ended Embodied Tasks Solving. CoRR (2023)
Zimian Wei, Hengyue Pan, Lujun Li, Peijie Dong, Zhiliang Tian, Xin Niu, Dongsheng Li
TVT: Training-Free Vision Transformer Search on Tiny Datasets. CoRR (2023)
Tianze Chen, Xuhong Wang, Dongsheng Li, Jiepeng Liu, Zhou Wu
PointAF: A Novel Semantic Segmentation Network for Point Cloud. NCAA (1) (2023)
Pengkun Liu, Hongtuo Qi, Jiepeng Liu, Liang Feng, Dongsheng Li, Jingjing Guo
Automated clash resolution for reinforcement steel design in precast concrete wall panels via generative adversarial network and reinforcement learning. Adv. Eng. Informatics 58 (2023)
Peng Liang, Hao Zheng, Teng Su, Linbo Qiao, Dongsheng Li
TAPS: Topology-Aware Intra-Operator Parallelism Strategy Searching Algorithm for Deep Neural Networks. CoRR (2023)
Dongxiang Zhang, Zhihao Chang, Dingyu Yang, Dongsheng Li, Kian-Lee Tan, Ke Chen, Gang Chen
SQUID: subtrajectory query in trillion-scale GPS database. VLDB J. 32 (4) (2023)
Yilin Wang, Minghao Hu, Zhen Huang, Dongsheng Li, Wei Luo, Dong Yang, Xicheng Lu
A Canonicalization-Enhanced Known Fact-Aware Framework For Open Knowledge Graph Link Prediction. IJCAI (2023)
Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
Towards Inference Efficient Deep Ensemble Learning. CoRR (2023)
Ke Yi, Yansen Wang, Kan Ren, Dongsheng Li
Learning Topology-Agnostic EEG Representations with Geometry-Aware Modeling. NeurIPS (2023)
Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu
Personalized Graph Signal Processing for Collaborative Filtering. CoRR (2023)
Jiahe Liu, Dongsheng Li, Xiushi Cui
Debonding Detection in Grouted Sleeves Using Axisymmetric Longitudinal Guided Waves. Sensors 23 (22) (2023)
Jinchao Li, Xixin Wu, Kaitao Song, Dongsheng Li, Xunying Liu, Helen Meng
A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition. CoRR (2023)
Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace. CoRR (2023)
Jingkuan Wang, Bo Yang, Haodong Liu, Dongsheng Li
Global spatio-temporal aware graph neural network for next point-of-interest recommendation. Appl. Intell. 53 (13) (2023)
Brian Nlong Zhao, Yuhang Xiao, Jiashu Xu, Xinyang Jiang, Yifan Yang, Dongsheng Li, Laurent Itti, Vibhav Vineet, Yunhao Ge
DreamDistribution: Prompt Distribution Learning for Text-to-Image Diffusion Models. CoRR (2023)
Xiaoxuan He, Yifan Yang, Xinyang Jiang, Xufang Luo, Haoji Hu, Siyun Zhao, Dongsheng Li, Yuqing Yang, Lili Qiu
Unified Medical Image Pre-training in Language-Guided Common Semantic Space. CoRR (2023)
Dongsheng Li, Chunsheng Li, Kejia Zhang, Tao Liu, Fang Liu, Jingsong Yin, Mingyue Liao
Tight Sandstone Image Augmentation for Image Identification Using Deep Learning. Comput. Syst. Sci. Eng. 47 (1) (2023)
Xinnan Dai, Caihua Shan, Jie Zheng, Xiaoxiao Li, Dongsheng Li
Biological Factor Regulatory Neural Network. CoRR (2023)
Guangping Zhang, Dongsheng Li, Hansu Gu, Tun Lu, Li Shang, Ning Gu
Simulating News Recommendation Ecosystem for Fun and Profit. CoRR (2023)
Yubin Shi, Yixuan Chen, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Tun Lu, Ning Gu, Li Shang
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models. NeurIPS (2023)
Jiepeng Liu, Lihua Fu, Guozhong Cheng, Dongsheng Li, Jing Zhou, Na Cui, Y. Frank Chen
Automated BIM Reconstruction of Full-Scale Complex Tubular Engineering Structures Using Terrestrial Laser Scanning. Remote. Sens. 14 (7) (2022)
Peng Qiao, Zhouyu He, Rongchun Li, Jingfei Jiang, Yong Dou, Dongsheng Li
MLPs: Efficient Training of MiniGo on Large-scale Heterogeneous Computing System. ICPADS (2022)
Zhigang Kan, Linhui Feng, Zhangyue Yin, Linbo Qiao, Xipeng Qiu, Dongsheng Li
A Unified Generative Framework based on Prompt Learning for Various Information Extraction Tasks. CoRR (2022)
Fangye Wang, Yingxu Wang, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu
CL4CTR: A Contrastive Learning Framework for CTR Prediction. CoRR (2022)
Kaitao Song, Teng Wan, Bixia Wang, Huiqiang Jiang, Luna Qiu, Jiahang Xu, Liping Jiang, Qun Lou, Yuqing Yang, Dongsheng Li, Xudong Wang, Lili Qiu
Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech. INTERSPEECH (2022)
Tao Sun, Dongsheng Li, Bao Wang
Adaptive Random Walk Gradient Descent for Decentralized Optimization. ICML (2022)
Shuguang Dou, Xinyang Jiang, Qingsong Zhao, Dongsheng Li, Cairong Zhao
Towards Privacy-Preserving Person Re-identification via Person Identify Shift. CoRR (2022)
Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily. ICML (2022)
Yezhen Wang, Tong Che, Bo Li, Kaitao Song, Hengzhi Pei, Yoshua Bengio, Dongsheng Li
Your Autoregressive Generative Model Can be Better If You Treat It as an Energy-Based One. CoRR (2022)
Kaitao Song, Yichong Leng, Xu Tan, Yicheng Zou, Tao Qin, Dongsheng Li
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling. CoRR (2022)
Shengwei Li, Zhiquan Lai, Dongsheng Li, Yiming Zhang, Xiangyu Ye, Yabo Duan
EmbRace: Accelerating Sparse Communication for Distributed Training of Deep Neural Networks. ICPP (2022)
Dongsheng Li, Chen Shen, Ye Liu, Ying Chen, Shaowei Huang
A Dynamic Equivalent Method for PMSG-WTG Based Wind Farms Considering wind Speeds and Fault Severities. CoRR (2022)
Zhiliang Tian, Zhihua Wen, Zhenghao Wu, Yiping Song, Jintao Tang, Dongsheng Li, Nevin L. Zhang
Emotion-Aware Multimodal Pre-training for Image-Grounded Emotional Response Generation. DASFAA (3) (2022)
Ruoxi Shi, Xinyang Jiang, Caihua Shan, Yansen Wang, Dongsheng Li
RendNet: Unified 2D/3D Recognizer with Latent Space Rendering. CVPR (2022)
Keshi Ge, Zhejiang Ran, Zhiquan Lai, Lizhi Zhang, Dongsheng Li
BRGraph: An efficient graph neural network training system by reusing batch data on GPU. Concurr. Comput. Pract. Exp. 34 (15) (2022)
Yanju Ji, Yuehan Zhang, Yibing Yu, Kai Zhang, Jun Lin, Dongsheng Li, Qiong Wu
Inversion Method of a Highly Generalized Neural Network Based on Rademacher Complexity for Rough Media GATEM Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Che Wang, Xufang Luo, Keith W. Ross, Dongsheng Li
VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning. CoRR (2022)
Zhiyong Peng, Dongsheng Li, Longtao Cai
High-precision visual navigation and localization method. CCIS (2022)
Tao Sun, Dongsheng Li
General nonconvex total variation and low-rank regularizations: Model, algorithm and applications. Pattern Recognit. 130 (2022)
Bo Xiao, Junsan Zhao, Dongsheng Li, Zhenfeng Zhao, Dingyi Zhou, Wenfei Xi, Yangyang Li
Combined SBAS-InSAR and PSO-RF Algorithm for Evaluating the Susceptibility Prediction of Landslide in Complex Mountainous Area: A Case Study of Ludian County, China. Sensors 22 (20) (2022)
Cairong Zhao, Yubin Wang, Xinyang Jiang, Yifei Shen, Kaitao Song, Dongsheng Li, Duoqian Miao
Learning Domain Invariant Prompt for Vision-Language Models. CoRR (2022)
Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam
Online Video Super-Resolution with Convolutional Kernel Bypass Graft. CoRR (2022)
Zhiquan Lai, Shengwei Li, Xudong Tang, Keshi Ge, Weijie Liu, Yabo Duan, Linbo Qiao, Dongsheng Li
Merak: An Efficient Distributed DNN Training Framework with Automated 3D Parallelism for Giant Foundation Models. CoRR (2022)
Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
Similarity Distribution based Membership Inference Attack on Person Re-identification. CoRR (2022)
Weijie Liu, Zhiquan Lai, Shengwei Li, Yabo Duan, Keshi Ge, Dongsheng Li
AutoPipe: A Fast Pipeline Parallelism Approach with Balanced Partitioning and Micro-batch Slicing. CLUSTER (2022)
Fangye Wang, Yingxu Wang, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu
Enhancing CTR Prediction with Context-Aware Feature Representation Learning. SIGIR (2022)
Yu Tang, Chenyu Wang, Yufan Zhang, Yuliang Liu, Xingcheng Zhang, Linbo Qiao, Zhiquan Lai, Dongsheng Li
DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation. CoRR (2022)
Yuqi He, Zhiquan Lai, Zhejiang Ran, Lizhi Zhang, Dongsheng Li
Accelerating Sample-based GNN Training by Feature Caching on GPUs. SmartCloud (2022)
Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu
Parameter-free Dynamic Graph Embedding for Link Prediction. CoRR (2022)
Zhaofeng Yu, Kun Niu, Xiao Chen, Zhijun Guo, Dongsheng Li
A Hybrid Model Based on NeuralProphet and Long Short-Term Memory for Time Series Forecasting. Big Data (2022)
Dongsheng Li, Sunyong Wu, Honggao Deng, Xiyan Sun, Ruhua Cai
Multiple fluctuating targets track-before-detect using multi-Bernoulli filter in radar sensor. EURASIP J. Adv. Signal Process. 2022 (1) (2022)
Zimian Wei, Hengyue Pan, Xin Niu, Dongsheng Li
ConvFormer: Closing the Gap Between CNN and Vision Transformers. CoRR (2022)
Xufang Luo, Zheng Liu, Shitao Xiao, Xing Xie, Dongsheng Li
MINDSim: User Simulator for News Recommenders. WWW (2022)
Dongqi Han, Tadashi Kozuno, Xufang Luo, Zhao-Yun Chen, Kenji Doya, Yuqing Yang, Dongsheng Li
Variational oracle guiding for reinforcement learning. ICLR (2022)
Ning Liu, Songlei Jian, Dongsheng Li, Hongzuo Xu
Unsupervised Hierarchical Graph Pooling via Substructure-Sensitive Mutual Information Maximization. CIKM (2022)
Tao Chen, Jie Ma, Yi Liu, Zhiguang Chen, Nong Xiao, Yutong Lu, Yinjin Fu, Chunyuan Yang, Mansheng Li, Songfeng Wu, Xue Wang, Dongsheng Li, Fuchu He, Henning Hermjakob, Yunping Zhu
iProX in 2021: connecting proteomics data sharing with big data. Nucleic Acids Res. 50 (D1) (2022)
Chao Chen, Dongsheng Li, Junchi Yan, Xiaokang Yang
Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation. CoRR (2022)
Yabo Duan, Zhiquan Lai, Shengwei Li, Weijie Liu, Keshi Ge, Peng Liang, Dongsheng Li
HPH: Hybrid Parallelism on Heterogeneous Clusters for Accelerating Large-scale DNNs Training. CLUSTER (2022)
Sen Yang, Dawei Feng, Yang Liu, Dongsheng Li
Distant context aware text generation from abstract meaning representation. Appl. Intell. 52 (2) (2022)
Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily. CoRR (2022)
Wenli Sun, Xinyang Jiang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identification. CoRR (2022)
Jiazhi Jiang, Jiangsu Du, Dan Huang, Dongsheng Li, Jiang Zheng, Yutong Lu
Characterizing and Optimizing Transformer Inference on ARM Many-core Processor. ICPP (2022)
Zimian Wei, Hengyue Pan, Xin Niu, Dongsheng Li
OVO: One-shot Vision Transformer Search with Online distillation. CoRR (2022)
Jiangsu Du, Dongsheng Li, Yingpeng Wen, Jiazhi Jiang, Dan Huang, Xiangke Liao, Yutong Lu
SAIH: A Scalable Evaluation Methodology for Understanding AI Performance Trend on HPC Systems. CoRR (2022)
Ruoxi Shi, Xinyang Jiang, Caihua Shan, Yansen Wang, Dongsheng Li
RendNet: Unified 2D/3D Recognizer With Latent Space Rendering. CoRR (2022)
Enjian Cai, Dongsheng Li, Jianyuan Lin, Hongnan Li
Bayesian-Inference Embedded Spline-Kerneled Chirplet Transform for Spectrum-Aware Motion Magnification. Sensors 22 (7) (2022)
Jiezhong He, Zhouyang Liu, Yixin Chen, Hengyue Pan, Zhen Huang, Dongsheng Li
FAST: A Scalable Subgraph Matching Framework over Large Graphs. HPEC (2022)
Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin
Neural Piecewise-Constant Delay Differential Equations. CoRR (2022)
Ziqi Li, Dongsheng Li, Tianshu Sun
A Transformer-Based Bridge Structural Response Prediction Framework. Sensors 22 (8) (2022)
Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Tao Gui, Qi Zhang, Dongsheng Li
Towards Understanding Omission in Dialogue Summarization. CoRR (2022)
Zhenzhen Li, Yuyang Zhang, Jian-Yun Nie, Dongsheng Li
Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text. NAACL-HLT (Findings) (2022)
Zhiliang Tian, Yinliang Wang, Yiping Song, Chi Zhang, Dongkyu Lee, Yingxiu Zhao, Dongsheng Li, Nevin L. Zhang
Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory. EMNLP (Findings) (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dongsheng Li