Dongsheng Li 0002 - researchr alias

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Viewing Publication 1 - 40 from 40

2024

2023

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging FaceYongliang Shen 0001, Kaitao Song, Xu Tan, Dongsheng Li 0002, Weiming Lu 0001, Yueting Zhuang. nips 2023: [doi]

DiffusionNER: Boundary Diffusion for Named Entity RecognitionYongliang Shen 0001, Kaitao Song, Xu Tan 0003, Dongsheng Li 0002, Weiming Lu 0001, Yueting Zhuang. acl 2023: 3875-3890 [doi]

Over-parameterized Model Optimization with Polyak-Łojasiewicz ConditionYixuan Chen 0003, Yubin Shi, Mingzhi Dong, Xiaochen Yang, Dongsheng Li 0002, Yujiang Wang 0001, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang 0001, Ning Gu, Li Shang. iclr 2023: [doi]

Online Video Super-Resolution With Convolutional Kernel Bypass GraftsJun Xiao 0010, Xinyang Jiang, Ningxin Zheng, Huan Yang 0005, Yifan Yang, Yuqing Yang 0001, Dongsheng Li 0002, Kin-Man Lam 0001. tmm, 25:8972-8987, 2023. [doi]

EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search BenchmarkShuguang Dou, Xinyang Jiang, Cairong Zhao, Dongsheng Li 0002. iclr 2023: [doi]

Learning Decomposed Spatial Relations for Multi-Variate Time-Series ModelingYuchen Fang, Kan Ren, Caihua Shan, Yifei Shen, You Li, Weinan Zhang 0001, Yong Yu 0001, Dongsheng Li 0002. AAAI 2023: 7530-7538 [doi]

Unsupervised Video Anomaly Detection For Stereotypical Behaviours in AutismJiaqi Gao, Xinyang Jiang, Yuqing Yang 0001, Dongsheng Li 0002, Lili Qiu. icassp 2023: 1-5 [doi]

A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionJinchao Li, Xixin Wu, Kaitao Song, Dongsheng Li 0002, Xunying Liu, Helen Meng. icassp 2023: 1-5 [doi]

Leveraging Pretrained Representations With Task-Related Keywords for Alzheimer's Disease DetectionJinchao Li, Kaitao Song, Junan Li, Bo Zheng, Dongsheng Li 0002, Xixin Wu, Xunying Liu, Helen Meng. icassp 2023: 1-5 [doi]

Towards Inference Efficient Deep Ensemble LearningZiyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, YuQing Yang, Dongsheng Li 0002. AAAI 2023: 8711-8719 [doi]

SIMPLE: Specialized Model-Sample Matching for Domain GeneralizationZiyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li 0002. iclr 2023: [doi]

Graph Collaborative Filtering Based on Dual-Message Propagation MechanismHaodong Liu, Bo Yang 0011, Dongsheng Li 0002. tcyb, 53(1):352-364, 2023. [doi]

Data Continuity Matters: Improving Sequence Modeling with Lipschitz RegularizerEric Qu, Xufang Luo, Dongsheng Li 0002. iclr 2023: [doi]

CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif ModelingYansen Wang, Xinyang Jiang, Kan Ren, Caihua Shan, Xufang Luo, Dongqi Han, Kaitao Song, Yifei Shen, Dongsheng Li 0002. icml 2023: 35817-35835 [doi]

Explaining Temporal Graph Models through an Explorer-Navigator FrameworkWenwen Xia, Mincai Lai, Caihua Shan, Yao Zhang 0009, Xinnan Dai, Xiang Li 0067, Dongsheng Li 0002. iclr 2023: [doi]

A time-aware self-attention based neural network model for sequential recommendationYihu Zhang, Bo Yang 0011, Haodong Liu, Dongsheng Li 0002. asc, 133:109894, January 2023. [doi]

Adaptive Policy Learning for Offline-to-Online Reinforcement LearningHan Zheng, Xufang Luo, Pengfei Wei, Xuan Song, Dongsheng Li 0002, Jing Jiang 0002. AAAI 2023: 11372-11380 [doi]

2022

Recursive Disentanglement NetworkYixuan Chen 0003, Yubin Shi, Dongsheng Li 0002, Yujiang Wang 0001, Mingzhi Dong, Yingying Zhao, Robert P. Dick, Qin Lv, Fan Yang, Li Shang. iclr 2022: [doi]

Modeling Dynamic User Preference via Dictionary Learning for Sequential RecommendationChao Chen 0016, Dongsheng Li 0002, Junchi Yan, Xiaokang Yang. tkde, 34(11):5446-5458, 2022. [doi]

Reinforcement Learning with Automated Auxiliary Loss SearchTairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang 0001, Yuqing Yang 0001, Dongsheng Li 0002. nips 2022: [doi]

Team Formation and Task Recommendation for Disabled People in Crowdsourcing SystemsYifan Liang, Zongzheng Zou, Peng Zhang 0060, Dongsheng Li 0002, Tun Lu, Ning Gu. cscwd 2022: 1372-1377 [doi]

Parameter-free Dynamic Graph Embedding for Link PredictionJiahao Liu, Dongsheng Li 0002, Hansu Gu, Tun Lu, Peng Zhang 0060, Ning Gu. nips 2022: [doi]

Accurate and Explainable Recommendation via Review RationalizationSicheng Pan, Dongsheng Li 0002, Hansu Gu, Tun Lu, Xufang Luo, Ning Gu. WWW 2022: 3092-3101 [doi]

Transcormer: Transformer for Sentence Scoring with Sliding Language ModelingKaitao Song, Yichong Leng, Xu Tan 0003, Yicheng Zou, Tao Qin, Dongsheng Li 0002. nips 2022: [doi]

VRL3: A Data-Driven Framework for Visual Deep Reinforcement LearningChe Wang, Xufang Luo, Keith W. Ross, Dongsheng Li 0002. nips 2022: [doi]

MCRF: Enhancing CTR Prediction Models via Multi-channel Feature Refinement FrameworkFangye Wang, Hansu Gu, Dongsheng Li 0002, Tun Lu, Peng Zhang 0060, Ning Gu. dasfaa 2022: 359-374 [doi]

Bootstrapped Transformer for Offline Reinforcement LearningKerong Wang, Hanye Zhao, Xufang Luo, Kan Ren, Weinan Zhang 0001, Dongsheng Li 0002. nips 2022: [doi]

FIRE: Fast Incremental Recommendation with Graph Signal ProcessingJiafeng Xia, Dongsheng Li 0002, Hansu Gu, Jiahao Liu, Tun Lu, Ning Gu. WWW 2022: 2360-2369 [doi]

Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy EnsembleZhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian 0002, Weinan Zhang 0001, Dongsheng Li 0002. IJCAI 2022: 3659-3665 [doi]

Popularity Bias Analysis of Recommendation Algorithm Based on ABM SimulationCizhou Yu, Dongsheng Li 0002, Tun Lu, Yichuan Jiang. ccscw 2023: 437-448 [doi]

A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics PipelineYingying Zhao, Mingzhi Dong, Yujiang Wang 0001, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li 0002, Tun Lu, Ning Gu, Li Shang. tmm, 24:2150-2163, 2022. [doi]

Unveiling Causal Attention in Dogs' Eyes with Smart EyewearYingying Zhao, Ning Li, Wentao Pan, Yujiang Wang 0001, Mingzhi Dong, Sharon Xianghua Ding, Qin Lv, Robert P. Dick, Dongsheng Li 0002, Fan Yang 0001, Tun Lu, Ning Gu, Li Shang. imwut, 6(4), 2022. [doi]

Neural Piecewise-Constant Delay Differential EquationsQunxi Zhu, Yifei Shen, Dongsheng Li 0002, Wei Lin. AAAI 2022: 9242-9250 [doi]

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