Skip to content
cs-conference-ranking.org

Dongsheng Li

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

303

Venues

65

Active years

2003–2026

Best venue rank

A*

Where they publish

Papers

Showing the 300 most recent indexed papers.

YearVenueTitleAuthors
2026AAAIImproving Long-Context Summarization with Multi-Granularity Retrieval Optimization.Xueyu Chen, Kaitao Song, Zifan Song, Dongsheng Li, Cairong Zhao
2026AAAIWALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety.Shilong Pan, Zhiliang Tian, Wanlong Yu, Zhen Huang, Qingyu Qiu, Zihan Chen, Zhonghao Sun, Minlie Huang, Dongsheng Li
2026ACLKnowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs' Hallucinations.Xinyue Fang, Zhiliang Tian, Zhen Huang, Ziyi Pan, Zhihua Wen, Xi Wang, Quntian Fang, Dongsheng Li
2026ACLDMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection.Tianle Liu, Zhiliang Tian, Zhen Huang, Tianlun Liu, Jingyuan Huang, Zhaoning Zhang, Chengcheng Shao, Dongsheng Li
2026ACLCTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher.Tianlun Liu, Zhiliang Tian, Zhen Huang, Xingzhi Zhou, Wanlong Yu, Tianle Liu, Feng Liu, Dongsheng Li
2026ACLAlloc-MoE: Budget-Aware Expert Activation Allocation for Efficient Mixture-of-Experts Inference.Baihui Liu, Kaiyuan Tian, Wei Wang, Zhaoning Zhang, Linbo Qiao, Dongsheng Li
2026ACLGRASS: Gradient-based Adaptive Layer-wise Importance Sampling for Memory-efficient Large Language Model Fine-tuning.Kaiyuan Tian, Linbo Qiao, Yu Tang, Gongqingjian Jiang, Baihui Liu, Yifu Gao, Xialin Su, Dongsheng Li
2026ACLEmotion Trajectory-aware Retrieval for Markov-driven Emotion Anticipation in LLM-based Emotional Support Conversation.Hongyan Wu, Zhiliang Tian, Zhen Huang, Tengyue Hu, Linbo Qiao, Yifu Gao, Feng Liu, Dongsheng Li
2026ACLSparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video LLMs.Libo Zhang, Zhaoning Zhang, Wangyang Hong, Dongsheng Li
2026EuroParSparX: Cache-Aware Sparse Matrix Multiplication Kernels on AMX-Based CPUs.Ziqi Wang, Dongsheng Li, Huayou Su
2026EuroParDAG-P: Efficient Fine-Grained Partitioning of Open-Source Transformer Models via Dependency-Aligned Planning.Chenke Yi, Zhiquan Lai, Shengwei Li, Wei Wang, Yu Tang, Weijie Liu, Dongsheng Li
2026FASTAdaCheck: An Adaptive Checkpointing System for Efficient LLM Training with Redundancy Utilization.Weijie Liu, Shengwei Li, Zhiquan Lai, Keshi Ge, Qiaoling Chen, Peng Sun, Dongsheng Li, Kai Lu
2026FASTRosenBridge: A Framework for Enabling Express I/O Paths Across the Virtualization Boundary.Shi Qiu, Li Wang, Jianqin Yan, Ruofan Xiong, Leping Yang, Xin Yao, Renhai Chen, Gong Zhang, Dongsheng Li, Jiwu Shu, Yiming Zhang
2026ICDEGraph2Region: Efficient Graph Similarity Learning With Structure and Scale Restoration (Extended Abstract).Zhouyang Liu, Yixin Chen, Ning Liu, Jiezhong He, Dongsheng Li
2026ICDEHierarchy-Aware Neural Subgraph Matching with Enhanced Similarity Measure (Extended Abstract).Zhouyang Liu, Ning Liu, Yixin Chen, Jiezhong He, Menghan Jia, Dongsheng Li
2026ICDERethinking Flexible Graph Similarity Computation: One-Step Alignment with Global Guidance.Zhouyang Liu, Ning Liu, Yixin Chen, Jiezhong He, Shuai Ma, Dongsheng Li
2026ICSLayerScope: Predictive Cross-Layer Scheduling for Efficient Multi-Batch MoE Inference on Legacy Servers.Enda Yu, Dezun Dong, Zhaoning Zhang, Zhe Bai, Weiling Yang, Haojie Wang, Dongsheng Li, Yongwei Wu, Xiangke Liao
2026NSDIDi-PS: System-Algorithm Co-Design for Asynchronous and Heterogeneous Cross-cluster LLM Training at Scale.Shengwei Li, Qiaoling Chen, Zhiquan Lai, Penglong Jiao, Wenwen Qu, Kun Cai, Jiaxing Li, Peng Sun, Xingcheng Zhang, Xiaoge Deng, Dongsheng Li, Kai Lu, Tianwei Zhang
2026WWWRethinking the Hidden Risk of Reranking: Achieving Risk-aware Reranking with Information Gain for RAG with LLMs.Zhizhao Liu, Zhihua Wen, Zhiliang Tian, Zhen Huang, Miaorong Zhu, Zimian Wei, Yifu Gao, Liang Ding, Dongsheng Li
2026SIGIRDrift-Aware Incremental Token Adaptation with Collaborative Semantics for Generative Recommendation.Yuebo Feng, Jiahao Liu, Mingzhe Han, Dongsheng Li, Hansu Gu, Peng Zhang, Tun Lu, Ning Gu
2026WSDMLLM Agent-based Shilling Attack on Recommender Systems.Shengkang Gu, Jiahao Liu, Dongsheng Li, Guangping Zhang, Mingzhe Han, Hansu Gu, Peng Zhang, Ning Gu, Li Shang, Tun Lu
2025AAAIZero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling.Xinyue Fang, Zhen Huang, Zhiliang Tian, Minghui Fang, Ziyi Pan, Quntian Fang, Zhihua Wen, Hengyue Pan, Dongsheng Li
2025ACLMONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection.Shanshan Liu, Menglong Lu, Zhen Huang, Zejiang He, Liu Liu, Zhigang Sun, Dongsheng Li
2025ACLAGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models.Shilong Pan, Zhiliang Tian, Zhen Huang, Wanlong Yu, Zhihua Wen, Xinwang Liu, Kai Lu, Minlie Huang, Dongsheng Li
2025ACLDPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation.Zhonghao Sun, Zhiliang Tian, Yiping Song, Yuyi Si, Juhua Zhang, Minlie Huang, Kai Lu, Zeyu Xiong, Xinwang Liu, Dongsheng Li
2025ACLLLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis.Zhiliang Tian, Jingyuan Huang, Zejiang He, Zhen Huang, Menglong Lu, Linbo Qiao, Songzhu Mei, Yijie Wang, Dongsheng Li
2025ACLMitigate Position Bias in LLMs via Scaling a Single Hidden States Channel.Yijiong Yu, Huiqiang Jiang, Xufang Luo, Qianhui Wu, Chin-Yew Lin, Dongsheng Li, Yuqing Yang, Yongfeng Huang, Lili Qiu
2025ACLDYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference.Juhua Zhang, Zhiliang Tian, Minghang Zhu, Yiping Song, Taishu Sheng, Siyi Yang, Qiunan Du, Xinwang Liu, Minlie Huang, Dongsheng Li
2025CIKMEvalAgent: Towards Evaluating News Recommender Systems with LLM-based Agents.Guangping Zhang, Peng Zhang, Jiahao Liu, Zhuoheng Li, Dongsheng Li, Hansu Gu, Tun Lu, Ning Gu
2025CLUSTERCapricorn: Efficient In-Memory Checkpointing for MoE Model Training with Dynamicity Awareness.Wenqian Xie, Zhiquan Lai, Shengwei Li, Weijie Liu, Wei Wang, Yanqi Hao, Dongsheng Li
2025CVPRAdversarial Domain Prompt Tuning and Generation for Single Domain Generalization.Zhipeng Xu, De Cheng, Xinyang Jiang, Nannan Wang, Dongsheng Li, Xinbo Gao
2025CVPRMitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key.Zhihe Yang, Xufang Luo, Dongqi Han, Yunjian Xu, Dongsheng Li
2025EMNLPDovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference.Libo Zhang, Zhaoning Zhang, Xubaizhou, Rui Li, Zhiliang Tian, Songzhu Mei, Dongsheng Li
2025EuroSysCheetah: Metadata Aggregation for Fast Object Storage without Distributed Ordering.Yiming Zhang, Li Wang, Shengyun Liu, Shun Gai, Haonan Wang, Xin Yao, Meiling Wang, Kai Chen, Dongsheng Li, Jiwu Shu
2025ICASSPTranslating Mental Imaginations into Characters with Codebooks and Dynamics-Enhanced Decoding.Jingyuan Li, Yansen Wang, Nie Lin, Dongsheng Li
2025ICASSPAn Efficient Pore Annotation Framework for Tight Sandstone Images with Segment Anything Model.Dongsheng Li, Chunyan Zang, Huijie Zhang, Yiming Lin, Qiushi Xia
2025ICASSPLTOS: Layout-controllable Text-object Synthesis via Adaptive Cross-attention Fusions.Xiaoran Zhao, Tianhao Wu, Yu Lai, Zhiliang Tian, Zhen Huang, Yahui Liu, Zejiang He, Dongsheng Li
2025ICCVVisRL: Intention-Driven Visual Perception via Reinforced Reasoning.Zhangquan Chen, Xufang Luo, Dongsheng Li
2025ICDCSBandwidth Optimized Scalable Designs with Inter-Layer Overlapping for MPI Broadcast.Yi Dai, Qi Zhu, Jiaqing Xu, Qiang Wang, Bo Yang, Min Xie, Dongsheng Li
2025ICLRHow Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension.Xinnan Dai, Haohao Qu, Yifei Shen, Bohang Zhang, Qihao Wen, Wenqi Fan, Dongsheng Li, Jiliang Tang, Caihua Shan
2025ICLRNeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals.Weibang Jiang, Yansen Wang, Bao-Liang Lu, Dongsheng Li
2025ICLRSCBench: A KV Cache-Centric Analysis of Long-Context Methods.Yucheng Li, Huiqiang Jiang, Qianhui Wu, Xufang Luo, Surin Ahn, Chengruidong Zhang, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
2025ICLRWhat Makes a Good Diffusion Planner for Decision Making?Haofei Lu, Dongqi Han, Yifei Shen, Dongsheng Li
2025ICLRpMoE: Prompting Diverse Experts Together Wins More in Visual Adaptation.Shentong Mo, Xufang Luo, Dongsheng Li
2025ICLRSeCom: On Memory Construction and Retrieval for Personalized Conversational Agents.Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Xufang Luo, Hao Cheng, Dongsheng Li, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Jianfeng Gao
2025ICLRDreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation.Brian Nlong Zhao, Yuhang Xiao, Jiashu Xu, Xinyang Jiang, Yifan Yang, Dongsheng Li, Laurent Itti, Vibhav Vineet, Yunhao Ge
2025ICMLMMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention.Yucheng Li, Huiqiang Jiang, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
2025ICMLHabitizing Diffusion Planning for Efficient and Effective Decision Making.Haofei Lu, Yifei Shen, Dongsheng Li, Junliang Xing, Dongqi Han
2025ICMLOracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference.Jixian Zhou, Fang Dong, Ruijun Huang, Hengjie Cao, Mengyi Chen, Yifeng Yang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, David A. Clifton, Qin Lv, Rui Zhu, Chun Zhang, Fan Yang, Tun Lu, Ning Gu, Li Shang
2025ICPPHMGraph: Boosting GNN Training on Hierarchical Memory via Coordinated Cache.Lizhi Zhang, Menghan Jia, Zhiquan Lai, Qiao Li, Yiming Zhang, Dongsheng Li
2025ICWSMAOTree: Aspect Order Tree-Based Model for Explainable Recommendation.Wenxin Zhao, Peng Zhang, Hansu Gu, Dongsheng Li, Tun Lu, Ning Gu
2025NAACLEvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms.Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Dongsheng Li, Deqing Yang
2025NAACLEASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction.Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Yongliang Shen, Kan Ren, Dongsheng Li, Deqing Yang
2025WWWFiltering Discomforting Recommendations with Large Language Models.Jiahao Liu, Yiyang Shao, Peng Zhang, Dongsheng Li, Hansu Gu, Chao Chen, Longzhi Du, Tun Lu, Ning Gu
2025WWWScenario-independent Uncertainty Estimation for LLM-based Question Answering via Factor Analysis.Zhihua Wen, Zhizhao Liu, Zhiliang Tian, Shilong Pan, Zhen Huang, Dongsheng Li, Minlie Huang
2025WWWFrequency-aware Graph Signal Processing for Collaborative Filtering.Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu
2025SIGIRFedCIA: Federated Collaborative Information Aggregation for Privacy-Preserving Recommendation.Mingzhe Han, Dongsheng Li, Jiafeng Xia, Jiahao Liu, Hansu Gu, Peng Zhang, Ning Gu, Tun Lu
2025SIGIRUnbiased Collaborative Filtering with Fair Sampling.Jiahao Liu, Dongsheng Li, Hansu Gu, Peng Zhang, Tun Lu, Li Shang, Ning Gu
2025SIGIRAgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations.Jiahao Liu, Shengkang Gu, Dongsheng Li, Guangping Zhang, Mingzhe Han, Hansu Gu, Peng Zhang, Tun Lu, Li Shang, Ning Gu
2025SIGIRImproving LLM-powered Recommendations with Personalized Information.Jiahao Liu, Xueshuo Yan, Dongsheng Li, Guangping Zhang, Hansu Gu, Peng Zhang, Tun Lu, Li Shang, Ning Gu
2025WSDMOracle-guided Dynamic User Preference Modeling for Sequential Recommendation.Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu
2024AAAILearning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models.Yubin Wang, Xinyang Jiang, De Cheng, Dongsheng Li, Cairong Zhao
2024AAAIAuto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery.Zimian Wei, Peijie Dong, Zheng Hui, Anggeng Li, Lujun Li, Menglong Lu, Hengyue Pan, Dongsheng Li
2024ACLImproving Large Language Models in Event Relation Logical Prediction.Meiqi Chen, Yubo Ma, Kaitao Song, Yixin Cao, Yan Zhang, Dongsheng Li
2024ACLTwo-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models.Yifu Gao, Linbo Qiao, Zhigang Kan, Zhihua Wen, Yongquan He, Dongsheng Li
2024ACLLongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression.Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu
2024ACLPOMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation.Shilong Pan, Zhiliang Tian, Liang Ding, Haoqi Zheng, Zhen Huang, Zhihua Wen, Dongsheng Li
2024CIKMAutomated Contrastive Learning Strategy Search for Time Series.Baoyu Jing, Yansen Wang, Guoxin Sui, Jing Hong, Jingrui He, Yuqing Yang, Dongsheng Li, Kan Ren
2024COLINGEmancipating Event Extraction from the Constraints of Long-Tailed Distribution Data Utilizing Large Language Models.Zhigang Kan, Liwen Peng, Linbo Qiao, Dongsheng Li
2024COLINGKC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion.Yilin Wang, Minghao Hu, Zhen Huang, Dongsheng Li, Dong Yang, Xicheng Lu
2024CVPRDisentangled Prompt Representation for Domain Generalization.De Cheng, Zhipeng Xu, Xinyang Jiang, Nannan Wang, Dongsheng Li, Xinbo Gao
2024EACLMLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks.Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang
2024ECCVUnified Medical Image Pre-training in Language-Guided Common Semantic Space.Xiaoxuan He, Yifan Yang, Xinyang Jiang, Xufang Luo, Haoji Hu, Siyun Zhao, Dongsheng Li, Yuqing Yang, Lili Qiu
2024ECCVOnline Video Quality Enhancement with Spatial-Temporal Look-Up Tables.Zefan Qu, Xinyang Jiang, Yifan Yang, Dongsheng Li, Cairong Zhao
2024EMNLPContext-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models.Yuxuan Guo, Zhiliang Tian, Yiping Song, Tianlun Liu, Liang Ding, Dongsheng Li
2024ICASSP3D Parallelism for Transformers via Integer Programming.Hao Zheng, Peng Liang, Yu Tang, Yanqi Shi, Linbo Qiao, Dongsheng Li
2024ICDEHierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning (Extended Abstract).Ning Liu, Songlei Jian, Dongsheng Li, Yiming Zhang, Zhiquan Lai, Hongzuo Xu
2024ICLRTraining-free Multi-objective Diffusion Model for 3D Molecule Generation.Xu Han, Caihua Shan, Yifei Shen, Can Xu, Han Yang, Xiang Li, Dongsheng Li
2024ICLRCNN Kernels Can Be the Best Shapelets.Eric Qu, Yansen Wang, Xufang Luo, Wenqiang He, Kan Ren, Dongsheng Li
2024ICLRAddressing Signal Delay in Deep Reinforcement Learning.William Wei Wang, Dongqi Han, Xufang Luo, Dongsheng Li
2024ICMLEfficient and Effective Time-Series Forecasting with Spiking Neural Networks.Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2024IJCAIExploring the Inefficiency of Heavy Ball as Momentum Parameter Approaches 1.Xiaoge Deng, Tao Sun, Dongsheng Li, Xicheng Lu
2024IJCAILLMs Can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought.Zhuoxuan Jiang, Haoyuan Peng, Shanshan Feng, Fan Li, Dongsheng Li
2024ICPRTVT: Training-Free Vision Transformer Search on Tiny Datasets.Zimian Wei, Hengyue Pan, Lujun Li, Peijie Dong, Dongsheng Li
2024ISPAHSDP: Accelerating Large-scale Model Training via Efficient Sharded Data Parallelism.Yanqi Hao, Zhiquan Lai, Wei Wang, Shengwei Li, Weijie Liu, Keshi Ge, Dongsheng Li
2024ISPAFunnel: An Efficient Sparse Attention Accelerator with Multi-Dataflow Fusion.Shenghong Ma, Jinwei Xu, Jingfei Jiang, Yaohua Wang, Dongsheng Li
2024KDDResurrecting Label Propagation for Graphs with Heterophily and Label Noise.Yao Cheng, Caihua Shan, Yifei Shen, Xiang Li, Siqiang Luo, Dongsheng Li
2024KSEMMeta Learning Based Rumor Detection with Awareness of Social Bot.Zhilong Lv, Zhen Huang, Menglong Lu, Yuxin Yang, Zhiliang Tian, Xin Niu, Dongsheng Li
2024WWWLFDe: A Lighter, Faster and More Data-Efficient Pre-training Framework for Event Extraction.Zhigang Kan, Liwen Peng, Yifu Gao, Ning Liu, Linbo Qiao, Dongsheng Li
2024WWWHierarchical Graph Signal Processing for Collaborative Filtering.Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu
2024WSDMNeural Kalman Filtering for Robust Temporal Recommendation.Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu
2023AAAIStability-Based Generalization Analysis of the Asynchronous Decentralized SGD.Xiaoge Deng, Tao Sun, Shengwei Li, Dongsheng Li
2023AAAILearning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling.Yuchen Fang, Kan Ren, Caihua Shan, Yifei Shen, You Li, Weinan Zhang, Yong Yu, Dongsheng Li
2023AAAISimilarity Distribution Based Membership Inference Attack on Person Re-identification.Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
2023AAAITowards Inference Efficient Deep Ensemble Learning.Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
2023AAAIAdaptive Policy Learning for Offline-to-Online Reinforcement Learning.Han Zheng, Xufang Luo, Pengfei Wei, Xuan Song, Dongsheng Li, Jing Jiang
2023ACLDiffusionNER: Boundary Diffusion for Named Entity Recognition.Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang
2023ACLLearning Joint Structural and Temporal Contextualized Knowledge Embeddings for Temporal Knowledge Graph Completion.Yifu Gao, Yongquan He, Zhigang Kan, Yi Han, Linbo Qiao, Dongsheng Li
2023ACLDaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation.Menglong Lu, Zhen Huang, Yunxiang Zhao, Zhiliang Tian, Yang Liu, Dongsheng Li
2023ACLGRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation.Zhihua Wen, Zhiliang Tian, Zhen Huang, Yuxin Yang, Zexin Jian, Changjian Wang, Dongsheng Li
2023ACLTowards Understanding Omission in Dialogue Summarization.Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Qi Zhang, Dongsheng Li, Tao Gui
2023CIKMAutoSeqRec: Autoencoder for Efficient Sequential Recommendation.Sijia Liu, Jiahao Liu, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu
2023CIKMTowards Deeper, Lighter and Interpretable Cross Network for CTR Prediction.Fangye Wang, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu
2023CLUSTERProphet: Fine-grained Load Balancing for Parallel Training of Large-scale MoE Models.Wei Wang, Zhiquan Lai, Shengwei Li, Weijie Liu, Keshi Ge, Yujie Liu, Ao Shen, Dongsheng Li
2023CVPRRotation-Invariant Transformer for Point Cloud Matching.Hao Yu, Zheng Qin, Ji Hou, Mahdi Saleh, Dongsheng Li, Benjamin Busam, Slobodan Ilic
2023ECAINormalized Stochastic Heavy Ball with Adaptive Momentum.Ziqing Wen, Xiaoge Deng, Tao Sun, Dongsheng Li
2023EMNLPGROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence.Zhihua Wen, Zhiliang Tian, Wei Wu, Yuxin Yang, Yanqi Shi, Zhen Huang, Dongsheng Li
2023EMNLPSelf-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks.Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Changjian Wang, Dongsheng Li, Dacheng Tao
2023EuroParAuto-Divide GNN: Accelerating GNN Training with Subgraph Division.Hongyu Chen, Zhejiang Ran, Keshi Ge, Zhiquan Lai, Jingfei Jiang, Dongsheng Li
2023HPCCCommunication Analysis for Multidimensional Parallel Training of Large-scale DNN Models.Zhiquan Lai, Yanqi Hao, Shengwei Li, Dongsheng Li
2023HPCCRethinking the Distributed DNN Training Cluster Design from the Cost-effectiveness View.Zhiquan Lai, Yujie Liu, Wei Wang, Yanqi Hao, Dongsheng Li
2023HPCCEfficient Large Models Fine-tuning on Commodity Servers via Memory-balanced Pipeline Parallelism.Yujie Liu, Zhiquan Lai, Weijie Liu, Wei Wang, Dongsheng Li
2023ICASSPRD-NAS: Enhancing One-Shot Supernet Ranking Ability Via Ranking Distillation From Zero-Cost Proxies.Peijie Dong, Xin Niu, Lujun Li, Zhiliang Tian, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
2023ICASSPProgressive Meta-Pooling Learning for Lightweight Image Classification Model.Peijie Dong, Xin Niu, Zhiliang Tian, Lujun Li, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
2023ICASSPUnsupervised Video Anomaly Detection For Stereotypical Behaviours in Autism.Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu
2023ICASSPLeveraging Pretrained Representations With Task-Related Keywords for Alzheimer's Disease Detection.Jinchao Li, Kaitao Song, Junan Li, Bo Zheng, Dongsheng Li, Xixin Wu, Xunying Liu, Helen Meng
2023ICASSPA Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition.Jinchao Li, Xixin Wu, Kaitao Song, Dongsheng Li, Xunying Liu, Helen Meng
2023ICASSPMRML: Multimodal Rumor Detection by Deep Metric Learning.Liwen Peng, Songlei Jian, Dongsheng Li, Siqi Shen
2023ICASSPDMFormer: Closing the gap Between CNN and Vision Transformers.Zimian Wei, Hengyue Pan, Lujun Li, Menglong Lu, Xin Niu, Peijie Dong, Dongsheng Li
2023ICIPMENAS: Multi-trial Evolutionary Neural Architecture Search with Lottery Tickets.Zimian Wei, Hengyue Pan, Lujun Li, Peijie Dong, Xin Niu, Dongsheng Li
2023ICLROver-parameterized Model Optimization with Polyak-Łojasiewicz Condition.Yixuan Chen, Yubin Shi, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Ning Gu, Li Shang
2023ICLREA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark.Shuguang Dou, Xinyang Jiang, Cairong Zhao, Dongsheng Li
2023ICLRSIMPLE: Specialized Model-Sample Matching for Domain Generalization.Ziyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li
2023ICLRData Continuity Matters: Improving Sequence Modeling with Lipschitz Regularizer.Eric Qu, Xufang Luo, Dongsheng Li
2023ICLRExplaining Temporal Graph Models through an Explorer-Navigator Framework.Wenwen Xia, Mincai Lai, Caihua Shan, Yao Zhang, Xinnan Dai, Xiang Li, Dongsheng Li
2023ICMLMomentum Ensures Convergence of SIGNSGD under Weaker Assumptions.Tao Sun, Qingsong Wang, Dongsheng Li, Bao Wang
2023ICMLCircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling.Yansen Wang, Xinyang Jiang, Kan Ren, Caihua Shan, Xufang Luo, Dongqi Han, Kaitao Song, Yifei Shen, Dongsheng Li
2023IJCAIMeta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification.Menglong Lu, Zhen Huang, Zhiliang Tian, Yunxiang Zhao, Xuanyu Fei, Dongsheng Li
2023IJCAIA Canonicalization-Enhanced Known Fact-Aware Framework For Open Knowledge Graph Link Prediction.Yilin Wang, Minghao Hu, Zhen Huang, Dongsheng Li, Wei Luo, Dong Yang, Xicheng Lu
2023INFOCOMAnarchic Convex Federated Learning.Dongsheng Li, Xiaowen Gong
2023InterspeechEnd-to-End Word-Level Pronunciation Assessment with MASK Pre-training.Yukang Liang, Kaitao Song, Shaoguang Mao, Huiqiang Jiang, Luna Qiu, Yuqing Yang, Dongsheng Li, Linli Xu, Lili Qiu
2023KDDLearning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance.Yuchen Fang, Zhenggang Tang, Kan Ren, Weiqing Liu, Li Zhao, Jiang Bian, Dongsheng Li, Weinan Zhang, Yong Yu, Tie-Yan Liu
2023MMMAutoRF: Auto Learning Receptive Fields with Spatial Pooling.Peijie Dong, Xin Niu, Zimian Wei, Hengyue Pan, Dongsheng Li, Zhen Huang
2023MOBIHOCAnarchic Federated learning with Delayed Gradient Averaging.Dongsheng Li, Xiaowen Gong
2023SMCProtecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling.Ziyue Li, Yuchen Fang, You Li, Kan Ren, Yansen Wang, Xufang Luo, Juanyong Duan, Congrui Huang, Dongsheng Li, Lili Qiu
2023WWWPersonalized Graph Signal Processing for Collaborative Filtering.Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu
2023WWWSeeGera: Self-supervised Semi-implicit Graph Variational Auto-encoders with Masking.Xiang Li, Tiandi Ye, Caihua Shan, Dongsheng Li, Ming Gao
2023SIGIRTriple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation.Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu
2023WSDMCL4CTR: A Contrastive Learning Framework for CTR Prediction.Fangye Wang, Yingxu Wang, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu
2022AAAIInvariant Information Bottleneck for Domain Generalization.Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado Reed, Dongsheng Li, Kurt Keutzer, Han Zhao
2022AAAINeural Piecewise-Constant Delay Differential Equations.Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin
2022CIKMUnsupervised Hierarchical Graph Pooling via Substructure-Sensitive Mutual Information Maximization.Ning Liu, Songlei Jian, Dongsheng Li, Hongzuo Xu
2022CLUSTERHPH: Hybrid Parallelism on Heterogeneous Clusters for Accelerating Large-scale DNNs Training.Yabo Duan, Zhiquan Lai, Shengwei Li, Weijie Liu, Keshi Ge, Peng Liang, Dongsheng Li
2022CLUSTERAutoPipe: A Fast Pipeline Parallelism Approach with Balanced Partitioning and Micro-batch Slicing.Weijie Liu, Zhiquan Lai, Shengwei Li, Yabo Duan, Keshi Ge, Dongsheng Li
2022COLINGSocial Bot-Aware Graph Neural Network for Early Rumor Detection.Zhen Huang, Zhilong Lv, Xiaoyun Han, Binyang Li, Menglong Lu, Dongsheng Li
2022CSCWDTeam Formation and Task Recommendation for Disabled People in Crowdsourcing Systems.Yifan Liang, Zongzheng Zou, Peng Zhang, Dongsheng Li, Tun Lu, Ning Gu
2022CVPRRendNet: Unified 2D/3D Recognizer with Latent Space Rendering.Ruoxi Shi, Xinyang Jiang, Caihua Shan, Yansen Wang, Dongsheng Li
2022DASFAAEmotion-Aware Multimodal Pre-training for Image-Grounded Emotional Response Generation.Zhiliang Tian, Zhihua Wen, Zhenghao Wu, Yiping Song, Jintao Tang, Dongsheng Li, Nevin L. Zhang
2022DASFAAMCRF: Enhancing CTR Prediction Models via Multi-channel Feature Refinement Framework.Fangye Wang, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu
2022EMNLPEmpathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory.Zhiliang Tian, Yinliang Wang, Yiping Song, Chi Zhang, Dongkyu Lee, Yingxiu Zhao, Dongsheng Li, Nevin L. Zhang
2022ICASSPS2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning.Keshi Ge, Yongquan Fu, Yiming Zhang, Zhiquan Lai, Xiaoge Deng, Dongsheng Li
2022ICASSPCross-Modal Knowledge Distillation in Multi-Modal Fake News Detection.Zimian Wei, Hengyue Pan, Linbo Qiao, Xin Niu, Peijie Dong, Dongsheng Li
2022ICLRRecursive Disentanglement Network.Yixuan Chen, Yubin Shi, Dongsheng Li, Yujiang Wang, Mingzhi Dong, Yingying Zhao, Robert P. Dick, Qin Lv, Fan Yang, Li Shang
2022ICLRVariational oracle guiding for reinforcement learning.Dongqi Han, Tadashi Kozuno, Xufang Luo, Zhao-Yun Chen, Kenji Doya, Yuqing Yang, Dongsheng Li
2022ICMLFinding Global Homophily in Graph Neural Networks When Meeting Heterophily.Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian
2022ICMLAdaptive Random Walk Gradient Descent for Decentralized Optimization.Tao Sun, Dongsheng Li, Bao Wang
2022ICPADSMLPs: Efficient Training of MiniGo on Large-scale Heterogeneous Computing System.Peng Qiao, Zhouyu He, Rongchun Li, Jingfei Jiang, Yong Dou, Dongsheng Li
2022ICPPCharacterizing and Optimizing Transformer Inference on ARM Many-core Processor.Jiazhi Jiang, Jiangsu Du, Dan Huang, Dongsheng Li, Jiang Zheng, Yutong Lu
2022ICPPEmbRace: Accelerating Sparse Communication for Distributed Training of Deep Neural Networks.Shengwei Li, Zhiquan Lai, Dongsheng Li, Yiming Zhang, Xiangyu Ye, Yabo Duan
2022IJCAIModeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure.Yifu Gao, Linhui Feng, Zhigang Kan, Yi Han, Linbo Qiao, Dongsheng Li
2022IJCAITowards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble.Zhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian, Weinan Zhang, Dongsheng Li
2022IJCNNEvent Coreference Resolution based on Convolutional Siamese network and Circle Loss.Beiya Dai, Jiangang Qian, Shiqing Cheng, Linbo Qiao, Dongsheng Li
2022InterspeechImproving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech.Kaitao Song, Teng Wan, Bixia Wang, Huiqiang Jiang, Luna Qiu, Jiahang Xu, Liping Jiang, Qun Lou, Yuqing Yang, Dongsheng Li, Xudong Wang, Lili Qiu
2022ICTAISimilarity-Driven Adaptive Prototypical Network for Class-incremental Few-shot Named Entity Recognition.Yifan Chen, Zhan Huang, Minghao Hu, Dongsheng Li, Changjian Wang, Ankun Wang, Boyang Wang, Xicheng Lu
2022ISPASCGraph: Accelerating Sample-based GNN Training by Staged Caching of Features on GPUs.Yuqi He, Zhiquan Lai, Zhejiang Ran, Lizhi Zhang, Dongsheng Li
2022KDDCMMD: Cross-Metric Multi-Dimensional Root Cause Analysis.Shifu Yan, Caihua Shan, Wenyi Yang, Bixiong Xu, Dongsheng Li, Lili Qiu, Jie Tong, Qi Zhang
2022KSEMDeep-to-Bottom Weights Decay: A Systemic Knowledge Review Learning Technique for Transformer Layers in Knowledge Distillation.Ankun Wang, Feng Liu, Zhen Huang, Minghao Hu, Dongsheng Li, Yifan Chen, Xinjia Xie
2022NAACLImproving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text.Zhenzhen Li, Yuyang Zhang, Jian-Yun Nie, Dongsheng Li
2022WWWCross-modal Ambiguity Learning for Multimodal Fake News Detection.Yixuan Chen, Dongsheng Li, Peng Zhang, Jie Sui, Qin Lv, Tun Lu, Li Shang
2022WWWMINDSim: User Simulator for News Recommenders.Xufang Luo, Zheng Liu, Shitao Xiao, Xing Xie, Dongsheng Li
2022WWWAccurate and Explainable Recommendation via Review Rationalization.Sicheng Pan, Dongsheng Li, Hansu Gu, Tun Lu, Xufang Luo, Ning Gu
2022WWWFIRE: Fast Incremental Recommendation with Graph Signal Processing.Jiafeng Xia, Dongsheng Li, Hansu Gu, Jiahao Liu, Tun Lu, Ning Gu
2022SIGIREnhancing CTR Prediction with Context-Aware Feature Representation Learning.Fangye Wang, Yingxu Wang, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu
2022SCvGraph: Memory-Efficient Multicore Graph Processing for Traversal-Centric Algorithms.Menghan Jia, Yiming Zhang, Xinbiao Gan, Dongsheng Li, Erci Xu, Ruibo Wang, Kai Lu
2022UICRelational Context Enhanced Dual Path Reasoning for Fact Prediction in Knowledge Graph.Yilin Wang, Zhen Huang, Minghao Hu, Dongsheng Li, Wei Luo, Dong Yang
2021AAAIScalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning.Chao Chen, Dongsheng Li, Junchi Yan, Hanchi Huang, Xiaokang Yang
2021AAAIStability and Generalization of Decentralized Stochastic Gradient Descent.Tao Sun, Dongsheng Li, Bao Wang
2021CIKMMulti-view Interaction Learning for Few-Shot Relation Classification.Yi Han, Linbo Qiao, Jianming Zheng, Zhigang Kan, Linhui Feng, Yifu Gao, Yu Tang, Qi Zhai, Dongsheng Li, Xiangke Liao
2021CIKMHow Powerful is Graph Convolution for Recommendation?Yifei Shen, Yongji Wu, Yao Zhang, Caihua Shan, Jun Zhang, Khaled B. Letaief, Dongsheng Li
2021CIKMIncremental Graph Convolutional Network for Collaborative Filtering.Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu
2021CIKMCoPE: Modeling Continuous Propagation and Evolution on Interaction Graph.Yao Zhang, Yun Xiong, Dongsheng Li, Caihua Shan, Kan Ren, Yangyong Zhu
2021CLUSTERCASQ: Accelerate Distributed Deep Learning with Sketch-Based Gradient Quantization.Keshi Ge, Yiming Zhang, Yongquan Fu, Zhiquan Lai, Xiaoge Deng, Dongsheng Li
2021CLUSTER2PGraph: Accelerating GNN Training over Large Graphs on GPU Clusters.Lizhi Zhang, Zhiquan Lai, Shengwei Li, Yu Tang, Feng Liu, Dongsheng Li
2021CSCWDA Review Construction-based Approach to Collaborative Filtering.Bo Yang, Hui Liu, Jicheng Lei, Dongsheng Li, Peng Wang
2021CVPRLearning Invariant Representations and Risks for Semi-Supervised Domain Adaptation.Bo Li, Yezhen Wang, Shanghang Zhang, Dongsheng Li, Kurt Keutzer, Trevor Darrell, Han Zhao
2021DASFAASANS: Setwise Attentional Neural Similarity Method for Few-Shot Recommendation.Zhenghao Zhang, Tun Lu, Dongsheng Li, Peng Zhang, Hansu Gu, Ning Gu
2021EMNLPDiversity and Consistency: Exploring Visual Question-Answer Pair Generation.Sen Yang, Qingyu Zhou, Dawei Feng, Yang Liu, Chao Li, Yunbo Cao, Dongsheng Li
2021ICASSPInertial Proximal Deep Learning Alternating Minimization for Efficient Neutral Network Training.Linbo Qiao, Tao Sun, Hengyue Pan, Dongsheng Li
2021ICCVEnergy-Based Open-World Uncertainty Modeling for Confidence Calibration.Yezhen Wang, Bo Li, Tong Che, Kaiyang Zhou, Ziwei Liu, Dongsheng Li
2021ICDMTowards Generating Real-World Time Series Data.Hengzhi Pei, Kan Ren, Yuqing Yang, Chang Liu, Tao Qin, Dongsheng Li
2021ICPPOptimizing Massively Parallel Winograd Convolution on ARM Processor.Dongsheng Li, Dan Huang, Zhiguang Chen, Yutong Lu
2021ICPPHippie: A Data-Paralleled Pipeline Approach to Improve Memory-Efficiency and Scalability for Large DNN Training.Xiangyu Ye, Zhiquan Lai, Shengwei Li, Lei Cai, Ding Sun, Linbo Qiao, Dongsheng Li
2021IJCNNA Neural Ranker for Open-Domain Question Answering via Sentence-Level Jump Encoding.Yang Liu, Shiyi Xu, Zhen Huang, Changjian Wang, Dongsheng Li, Feng Liu, Jinyan Qiu
2021IPCCCAccelerate Graph Neural Network Training by Reusing Batch Data on GPUs.Zhejiang Ran, Zhiquan Lai, Lizhi Zhang, Dongsheng Li
2021ISPAPCGraph: Accelerating GNN Inference on Large Graphs via Partition Caching.Lizhi Zhang, Zhiquan Lai, Yu Tang, Dongsheng Li, Feng Liu, Xiaochun Luo
2021KDDLeveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation.Sanshi Yu, Zhuoxuan Jiang, Dongdong Chen, Shanshan Feng, Dongsheng Li, Qi Liu, Jinfeng Yi
2021KSEMSyntactic Enhanced Projection Network for Few-Shot Chinese Event Extraction.Linhui Feng, Linbo Qiao, Yi Han, Zhigang Kan, Yifu Gao, Dongsheng Li
2021KSEMRumor Verification on Social Media with Stance-Aware Recursive Tree.Xiaoyun Han, Zhen Huang, Menglong Lu, Dongsheng Li, Jinyan Qiu
2021KSEMImproved Partitioning Graph Embedding Framework for Small Cluster.Ding Sun, Zhen Huang, Dongsheng Li, Xiangyu Ye, Yilin Wang
2021PAKDDCED-BGFN: Chinese Event Detection via Bidirectional Glyph-Aware Dynamic Fusion Network.Qi Zhai, Zhigang Kan, Sen Yang, Linbo Qiao, Feng Liu, Dongsheng Li
2021PAKDDDensely Connected Graph Attention Network Based on Iterative Path Reasoning for Document-Level Relation Extraction.Hongya Zhang, Zhen Huang, Zhenzhen Li, Dongsheng Li, Feng Liu
2021SIGIRGraph Pooling via Coarsened Graph Infomax.Yunsheng Pang, Yunxiang Zhao, Dongsheng Li
2020ACMLNENN: Incorporate Node and Edge Features in Graph Neural Networks.Yulei Yang, Dongsheng Li
2020CIKMMeta-Learning for Neural Relation Classification with Distant Supervision.Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li
2020CVPRRethinking Segmentation Guidance for Weakly Supervised Object Detection.Ke Yang, Peng Zhang, Peng Qiao, Zhiyuan Wang, Huadong Dai, Tianlong Shen, Dongsheng Li, Yong Dou
2020EuroParOptimizing FFT-Based Convolution on ARMv8 Multi-core CPUs.Qinglin Wang, Dongsheng Li, Xiandong Huang, Siqi Shen, Songzhu Mei, Jie Liu
2020HPCCA Reinforcement Learning-Based Virtual Machine Placement Strategy in Cloud Data Centers.Saiqin Long, Zhetao Li, Yun Xing, Shujuan Tian, Dongsheng Li, Rong Yu
2020ICASSPAttentional Fused Temporal Transformation Network for Video Action Recognition.Ke Yang, Zhiyuan Wang, Huadong Dai, Tianlong Shen, Peng Qiao, Xin Niu, Jie Jiang, Dongsheng Li, Yong Dou
2020IGARSSVisual Context Aware Ship Detector for High-Resolution SAR Imagery.Shigang Wang, Dongsheng Li, Shuwen Liu, Bin Li
2020INFOCOMClustering-preserving Network Flow Sketching.Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
2020INFOCOMReLoca: Optimize Resource Allocation for Data-parallel Jobs using Deep Learning.Zhiyao Hu, Dongsheng Li, Dongxiang Zhang, Yixin Chen
2020INFOCOMPoster Abstract: Model Average-based Distributed Training for Sparse Deep Neural Networks.Yuetong Yang, Zhiquan Lai, Lei Cai, Dongsheng Li
2020ICTAIDualGCN: Representation Learning for Property Graphs via Dual-level Convolutional Networks.Yulei Yang, Dongsheng Li
2020IWQoSTag Pollution Detection in Web Videos via Cross-Modal Relevance Estimation.Yixin Chen, Xinye Lin, Keshi Ge, Wenbo He, Dongsheng Li
2019AAAIRead + Verify: Machine Reading Comprehension with Unanswerable Questions.Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Dongsheng Li
2019AAAINon-Ergodic Convergence Analysis of Heavy-Ball Algorithms.Tao Sun, Penghang Yin, Dongsheng Li, Chun Huang, Lei Guan, Hao Jiang
2019ACLRetrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension.Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li
2019ACLOpen-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification.Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li, Yiwei Lv
2019ACLExploring Pre-trained Language Models for Event Extraction and Generation.Sen Yang, Dawei Feng, Linbo Qiao, Zhigang Kan, Dongsheng Li
2019CIKMSynergizing Local and Global Models for Matrix Approximation.Chao Chen, Hao Zhang, Dongsheng Li, Junchi Yan, Xiaokang Yang
2019CSCWDMatrix Approximation with Cumulative Penalty for Collaborative Filtering.Jiaming Cui, Tun Lu, Dongsheng Li, Ning Gu
2019EMNLPA Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning.Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li
2019EuroSysURSA: Hybrid Block Storage for Cloud-Scale Virtual Disks.Huiba Li, Yiming Zhang, Dongsheng Li, Zhiming Zhang, Shengyun Liu, Peng Huang, Zheng Qin, Kai Chen, Yongqiang Xiong
2019ICA3PPRise the Momentum: A Method for Reducing the Training Error on Multiple GPUs.Yu Tang, Lujia Yin, Zhaoning Zhang, Dongsheng Li
2019ICASSPIteratively Reweighted Penalty Alternating Minimization Methods with Continuation for Image Deblurring.Tao Sun, Dongsheng Li, Hao Jiang, Zhe Quan
2019ICCVCorrelation Congruence for Knowledge Distillation.Baoyun Peng, Xiao Jin, Dongsheng Li, Shunfeng Zhou, Yichao Wu, Jiaheng Liu, Zhaoning Zhang, Yu Liu
2019ICCVTowards Precise End-to-End Weakly Supervised Object Detection Network.Ke Yang, Dongsheng Li, Yong Dou
2019ICDCSHPDL: Towards a General Framework for High-performance Distributed Deep Learning.Dongsheng Li, Zhiquan Lai, Keshi Ge, Yiming Zhang, Zhaoning Zhang, Qinglin Wang, Huaimin Wang
2019IJCAIHeavy-ball Algorithms Always Escape Saddle Points.Tao Sun, Dongsheng Li, Zhe Quan, Hao Jiang, Shengguo Li, Yong Dou
2019IJCNNAuthor Disambiguation through Adversarial Network Representation Learning.Liwen Peng, Siqi Shen, Dongsheng Li, Jun Xu, Yongquan Fu, Huayou Su
2019IWQoSBranch scheduling: dag-aware scheduling for speeding up data-parallel jobs.Zhiyao Hu, Dongsheng Li, Yiming Zhang, Deke Guo, Ziyang Li
2019KSEMA Distributed Topic Model for Large-Scale Streaming Text.Yicong Li, Dawei Feng, Menglong Lu, Dongsheng Li
2019KSEMCorrection to: A Distributed Topic Model for Large-Scale Streaming Text.Yicong Li, Dawei Feng, Menglong Lu, Dongsheng Li
2019SIGCOMMResilient Disaggregated Network Flow Monitoring.Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
2019SDMCollaborative Filtering with Noisy Ratings.Dongsheng Li, Chao Chen, Zhilin Gong, Tun Lu, Stephen M. Chu, Ning Gu
2018AAAIExploring Temporal Preservation Networks for Precise Temporal Action Localization.Ke Yang, Peng Qiao, Dongsheng Li, Shaohe Lv, Yong Dou
2018CIKMA Network-embedding Based Method for Author Disambiguation.Jun Xu, Siqi Shen, Dongsheng Li, Yongquan Fu
2018EMNLPAttention-Guided Answer Distillation for Machine Reading Comprehension.Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou
2018EuroSysPcatch: automatically detecting performance cascading bugs in cloud systems.Jiaxin Li, Yuxi Chen, Haopeng Liu, Shan Lu, Yiming Zhang, Haryadi S. Gunawi, Xiaohui Gu, Xicheng Lu, Dongsheng Li
2018ICA3PPPruX: Communication Pruning of Parallel BFS in the Graph 500 Benchmark.Menghan Jia, Yiming Zhang, Dongsheng Li, Songzhu Mei
2018ICDCSThe Fusion of VMs and Processes: A System Perspective of cKernel.Yiming Zhang, Dongsheng Li, Qiao Zhou, Feng Huang, Yingwen Chen, Yang Hu, Ping Zhong, Yongqiang Xiong, Huaimin Wang
2018ICDEContinuous Proximity Detection via Predictive Safe Region Construction.Ying Xu, Dongxiang Zhang, Meihui Zhang, Dongsheng Li, Xiaoling Wang, Heng Tao Shen
2018ICDMAn Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines.Lei Guan, Linbo Qiao, Dongsheng Li, Tao Sun, Keshi Ge, Xicheng Lu
2018ICIPTemporal Pyramid Relation Network for Video-Based Gesture Recognition.Ke Yang, Rongchun Li, Peng Qiao, Qiang Wang, Dongsheng Li, Yong Dou
2018ICPADSA Quick Survey on Large Scale Distributed Deep Learning Systems.Zhaoning Zhang, Lujia Yin, Yuxing Peng, Dongsheng Li
2018IJCNNAsynchronous Bundle Method for Large-Scale Regularized Risk Minimization.Menglong Lu, Dawei Feng, Linbo Qiao, Dawen Ding, Dongsheng Li
2018IJCNNDiagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions.Zheng Qin, Zhaoning Zhang, Dongsheng Li, Yiming Zhang, Yuxing Peng
2018IJCNNDeep Discriminative Clustering Network.Xuying Shaol, Ke-shi Ge, Huayou Su, Lei Luo, Baoyun Peng, Dongsheng Li
2018IJCNNLoss Rank Mining: A General Hard Example Mining Method for Real-time Detectors.Hao Yu, Zhaoning Zhang, Zheng Qin, Hao Wu, Dongsheng Li, Jun Zhao, Xicheng Lu
2018INDINAn Algorithmic Method for Tampering-Proof and Privacy-Preserving Smart Metering.Dongsheng Li, Yingying Zhao, Yawen Zhang, Qin Lv, Li Shang
2018INDINDeriving Customer Privacy from Randomly Perturbed Smart Metering Data.Yingying Zhao, Dongsheng Li, Qi Liu, Qin Lv, Li Shang
2018WWWAdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering.Dongsheng Li, Chao Chen, Qin Lv, Hansu Gu, Tun Lu, Li Shang, Ning Gu, Stephen M. Chu
2018USENIXKylinX: A Dynamic Library Operating System for Simplified and Efficient Cloud Virtualization.Yiming Zhang, Jon Crowcroft, Dongsheng Li, Chengfen Zhang, Huiba Li, Yaozheng Wang, Kai Yu, Yongqiang Xiong, Guihai Chen
2017AAAIGLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering.Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
2017AAAIERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems.Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha
2017CSCWDMulti-task matrix factorization for collaborative filtering.Wanlu Shi, Tun Lu, Dongsheng Li, Peng Zhang, Ning Gu
2017ICDCSGraphA: Adaptive Partitioning for Natural Graphs.Dongsheng Li, Chengfei Zhang, Jinyan Wang, Zhaoning Zhang, Yiming Zhang
2017ICDMFast Compressive Spectral Clustering.Ting Li, Yiming Zhang, Dongsheng Li, Xinwang Liu, Yuxing Peng
2017INFOCOMRate-aware flow scheduling for commodity data center networks.Ziyang Li, Wei Bai, Kai Chen, Dongsu Han, Yiming Zhang, Dongsheng Li, Hongfang Yu
2017INFOCOMCubeX: Leveraging glocality of cube-based networks for RAM-based key-value store.Yiming Zhang, Dongsheng Li, Tian Tian, Ping Zhong
2017ICWSSES-LSH: Shuffle-Efficient Locality Sensitive Hashing for Distributed Similarity Search.Dongsheng Li, Wanxin Zhang, Siqi Shen, Yiming Zhang
2017WWWAn Analysis on a YouTube-like UGC site with Enhanced Social Features.Adele Lu Jia, Siqi Shen, Shengling Chen, Dongsheng Li, Alexandru Iosup
2017USENIXPARIX: Speculative Partial Writes in Erasure-Coded Systems.Huiba Li, Yiming Zhang, Zhiming Zhang, Shengyun Liu, Dongsheng Li, Xiaohui Liu, Yuxing Peng
2016CLUSTEREfficient Semantic-Aware Coflow Scheduling for Data-Parallel Jobs.Ziyang Li, Yiming Zhang, Yunxiang Zhao, Dongsheng Li
2016CLUSTERSMARTPARTITION: Efficient Partitioning for Natural Graphs.Chengfei Zhang, Yiming Zhang, Dongsheng Li, Jia Li, Min-ne Li
2016ICMLLow-Rank Matrix Approximation with Stability.Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
2016IJCAIMPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering.Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang
2016IJCNNA mobile recommendation system based on logistic regression and Gradient Boosting Decision Trees.Yaozheng Wang, Dawei Feng, Dongsheng Li, Xinyuan Chen, Yunxiang Zhao, Xin Niu
2016INFOCOMOPTAS: Decentralized flow monitoring and scheduling for tiny tasks.Ziyang Li, Yiming Zhang, Dongsheng Li, Kai Chen, Yuxing Peng
2016INFOCOMShuffle-efficient distributed Locality Sensitive Hashing on spark.Wanxin Zhang, Dongsheng Li, Ying Xu, Yiming Zhang
2016ICWSOn the Expandability and Fidelity of Distributed Line Graphs.Tian Tian, Yiming Zhang, Dongsheng Li, Jiaxin Li, Ping Zhong, Ling Liu
2016NPCDSS: A Scalable and Efficient Stratified Sampling Algorithm for Large-Scale Datasets.Min-ne Li, Dongsheng Li, Siqi Shen, Zhaoning Zhang, Xicheng Lu
2016SIGCOMMBest Effort Task Scheduling for Data Parallel Jobs.Ziyang Li, Yiming Zhang, Yunxiang Zhao, Yuxing Peng, Dongsheng Li
2015CLUSTEREfficient Distributed Data Clustering on Spark.Jia Li, Dongsheng Li, Yiming Zhang
2015CLUSTERPallas: An Application-Driven Task and Network Simulation Framework.Yuming Ye, Ziyang Li, Dongsheng Li, Yiming Zhang, Feng Liu, Yuxing Peng
2015ICA3PPDFIS: A Scalable Distributed Fingerprint Identification System.Yunxiang Zhao, Wanxin Zhang, Dongsheng Li, Zhen Huang
2015ICDCSFLOWPROPHET: Generic and Accurate Traffic Prediction for Data-Parallel Cluster Computing.Hao Wang, Li Chen, Kai Chen, Ziyang Li, Yiming Zhang, Haibing Guan, Zhengwei Qi, Dongsheng Li, Yanhui Geng
2015NSDICubicRing: Enabling One-Hop Failure Detection and Recovery for Distributed In-Memory Storage Systems.Yiming Zhang, Chuanxiong Guo, Dongsheng Li, Rui Chu, Haitao Wu, Yongqiang Xiong
2015SIGIRWEMAREC: Accurate and Scalable Recommendation through Weighted and Ensemble Matrix Approximation.Chao Chen, Dongsheng Li, Yingying Zhao, Qin Lv, Li Shang
2014BigDataMapCheckReduce: An Improved MapReduce Computing Model for Imprecise Applications.Changjian Wang, Yuxing Peng, Mingxing Tang, Dongsheng Li, Shanshan Li, Pengfei You
2013CSCWDAOPUT: A recommendation framework based on social activities and content interests.Yingying Deng, Tun Lu, Huanhuan Xia, Dongsheng Li, Tiejiang Liu, Xianghua Ding, Ning Gu
2013ICOSTExtracting Intra- and Inter-activity Association Patterns from Daily Routines of Elders.Qiang Lin, Daqing Zhang, Dongsheng Li, Hongbo Ni, Xingshe Zhou
2013ICPADSEfficient Bulk Loading to Accelerate Spatial Keyword Queries.Dongsheng Li, Jinkun Pan, Jiaxin Li, Kian-Lee Tan, Dongxiang Zhang
2013ICPADSOPTAS: Optimal Data Placement in MapReduce.Changjian Wang, Yongrui Qin, Zhen Huang, Yuxing Peng, Dongsheng Li, Huiba Li
2013UICUsing the Model of Markets with Intermediaries as an Incentive Scheme for Opportunistic Social Networks.Shenlong Huangfu, Bin Guo, Zhiwen Yu, Dongsheng Li
2011CIKMYANA: an efficient privacy-preserving recommender system for online social communities.Dongsheng Li, Qin Lv, Li Shang, Ning Gu
2010ICPADSEfficient Virtual Machine Deployment in Large Scale Resource Environment.Feng Huang, Dongsheng Li
2010ISCCAutomatic Concurrency Management for distributed applications.Huiba Li, Shengyun Liu, Yuxing Peng, Dongsheng Li
2009ICPADSA Virtual Machine Server Aggregation Algorithm Based on Hierarchical Clustering.Feng Huang, Dongsheng Li
2009ICPADSCreating Virtual Networks for Distributed Virtual Computing Environment.Dongsheng Li, Yixing Chen, Feng Huang
2009ICWSDHT-Based Range Query Processing for Web Service Discovery.Yiming Zhang, Ling Liu, Dongsheng Li, Feng Liu, Xicheng Lu
2008ICDCSDistributed Line Graphs: A Universal Framework for Building DHTs Based on Arbitrary Constant-Degree Graphs.Yiming Zhang, Ling Liu, Dongsheng Li, Xicheng Lu
2007ICNCA Prediction on Electric Signals Processing of Aloe Vera Var. Chinensis.Lanzhou Wang, Haixia Li, Dongsheng Li, Jiayin Zhao
2007ICPPCollaborative Search in Large-scale Unstructured Peer-to-Peer Networks.Yiming Zhang, Dongsheng Li, Lei Chen, Xicheng Lu
2007NetworkingPIBUS: A Network Memory-Based Peer-to-Peer IO Buffering Service.Yiming Zhang, Dongsheng Li, Rui Chu, Nong Xiao, Xicheng Lu
2006ICDCNDRWT: An Efficient Random Walk Algorithm for Unstructured P2P Networks.Yiming Zhang, Xicheng Lu, Dongsheng Li, Nong Xiao
2006ICDCSDelay-Bounded Range Queries in DHT-based Peer-to-Peer Systems.Dongsheng Li, Xicheng Lu, Baosheng Wang, Jinshu Su, Jiannong Cao, Keith C. C. Chan, Hong Va Leong
2005INFOCOMFISSIONE: a scalable constant degree and low congestion DHT scheme based on Kautz graphs.Dongsheng Li, Xicheng Lu, Jie Wu
2004NPCGraph-Theoretic Analysis of Kautz Topology and DHT Schemes.Dongsheng Li, Xicheng Lu, Jinshu Su
2003CLUSTERDynamic Self-Adaptive Replica Location Method in Data Grids.Dongsheng Li, Nong Xiao, Xicheng Lu, Yijie Wang, Kai Lu