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ORCIDDongsheng Li 0002
李东胜
Person information
- unicode name: 李东胜
- affiliation (since 2020): Microsoft Research Asia, Shanghai, China
- affiliation (2015-2020): IBM Research - China, Shanghai, China
- affiliation (2007-2012, PhD 2012): Fudan University, Shanghai, China
Other persons with the same name
- Dongsheng Li (aka: DongSheng Li, Dong-sheng Li, Dong-Sheng Li, Dong Sheng Li) — disambiguation page
- Dongsheng Li 0001
![[0000-0001-9743-2034]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-9743-2034")
(aka: Dong-sheng Li 0001, Dong Sheng Li 0001) — National University of Defense Technology, College of Computer, Changsha, China - Dongsheng Li 0003 — Auburn University, Auburn, AL, USA
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2020 – today
- 2024
[b1]Dongsheng Li, Jianxun Lian, Le Zhang, Kan Ren, Tun Lu, Tao Wu, Xing Xie:
Recommender Systems - Frontiers and Practices. Springer 2024, ISBN 978-981-99-8963-8, pp. 1-280- [j23]Wenli Sun, Xinyang Jiang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao:
Invisible Backdoor Attack With Dynamic Triggers Against Person Re-Identification. IEEE Trans. Inf. Forensics Secur. 19: 307-319 (2024) - [j22]Cairong Zhao, Yubin Wang, Xinyang Jiang, Yifei Shen, Kaitao Song, Dongsheng Li, Duoqian Miao:
Learning Domain Invariant Prompt for Vision-Language Models. IEEE Trans. Image Process. 33: 1348-1360 (2024) - [j21]Guanghao Yin, Zefan Qu, Xinyang Jiang, Shan Jiang, Zhenhua Han, Ningxin Zheng, Huan Yang, Xiaohong Liu, Yuqing Yang, Dongsheng Li, Lili Qiu:
Online Streaming Video Super-Resolution With Convolutional Look-Up Table. IEEE Trans. Image Process. 33: 2305-2317 (2024) - [c92]Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu:
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression. ACL (1) 2024: 1658-1677 - [c91]Meiqi Chen, Yubo Ma, Kaitao Song, Yixin Cao, Yan Zhang, Dongsheng Li:
Improving Large Language Models in Event Relation Logical Prediction. ACL (1) 2024: 9451-9478 - [c90]Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang:
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks. EACL (1) 2024: 2931-2959 - [c89]Xu Han, Caihua Shan, Yifei Shen, Can Xu, Han Yang, Xiang Li, Dongsheng Li:
Training-free Multi-objective Diffusion Model for 3D Molecule Generation. ICLR 2024 - [c88]Eric Qu, Yansen Wang, Xufang Luo, Wenqiang He, Kan Ren, Dongsheng Li:
CNN Kernels Can Be the Best Shapelets. ICLR 2024 - [c87]William Wei Wang, Dongqi Han, Xufang Luo, Dongsheng Li:
Addressing Signal Delay in Deep Reinforcement Learning. ICLR 2024 - [c86]Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li:
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks. ICML 2024 - [c85]Yao Cheng, Caihua Shan, Yifei Shen, Xiang Li, Siqiang Luo, Dongsheng Li:
Resurrecting Label Propagation for Graphs with Heterophily and Label Noise. KDD 2024: 433-444 - [c84]Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Neural Kalman Filtering for Robust Temporal Recommendation. WSDM 2024: 836-845 - [c83]Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Hierarchical Graph Signal Processing for Collaborative Filtering. WWW 2024: 3229-3240 - [i88]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 abs/2401.06201 (2024) - [i87]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 abs/2401.10278 (2024) - [i86]Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li:
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks. CoRR abs/2402.01533 (2024) - [i85]Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Frequency-aware Graph Signal Processing for Collaborative Filtering. CoRR abs/2402.08426 (2024) - [i84]Yuqi Chen, Kan Ren, Yansen Wang, Yuchen Fang, Weiwei Sun, Dongsheng Li:
ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling. CoRR abs/2402.10635 (2024) - [i83]Shentong Mo, Yansen Wang, Xufang Luo, Dongsheng Li:
LSPT: Long-term Spatial Prompt Tuning for Visual Representation Learning. CoRR abs/2402.17406 (2024) - [i82]Baoyu Jing, Yansen Wang, Guoxin Sui, Jing Hong, Jingrui He, Yuqing Yang, Dongsheng Li, Kan Ren:
Automated Contrastive Learning Strategy Search for Time Series. CoRR abs/2403.12641 (2024) - [i81]Zilong Wang, Xufang Luo, Xinyang Jiang, Dongsheng Li, Lili Qiu:
LLM-RadJudge: Achieving Radiologist-Level Evaluation for X-Ray Report Generation. CoRR abs/2404.00998 (2024) - [i80]Shentong Mo, Xufang Luo, Yansen Wang, Dongsheng Li:
A Large-scale Medical Visual Task Adaptation Benchmark. CoRR abs/2404.12876 (2024) - [i79]Hanchi Sun, Xiaohong Liu, Xinyang Jiang, Yifei Shen, Dongsheng Li, Xiongkuo Min, Guangtao Zhai:
Compression-Realized Deep Structural Network for Video Quality Enhancement. CoRR abs/2405.06342 (2024) - [i78]Zhuoxuan Jiang, Haoyuan Peng, Shanshan Feng, Fan Li, Dongsheng Li:
LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought. CoRR abs/2405.06705 (2024) - [i77]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. CoRR abs/2405.07527 (2024) - [i76]Changze Lv, Dongqi Han, Yansen Wang, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li:
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators. CoRR abs/2405.14362 (2024) - [i75]Wenli Sun, Xinyang Jiang, Dongsheng Li, Cairong Zhao:
DiffPhysBA: Diffusion-based Physical Backdoor Attack against Person Re-Identification in Real-World. CoRR abs/2405.19990 (2024) - [i74]Yijiong Yu, Huiqiang Jiang, Xufang Luo, Qianhui Wu, Chin-Yew Lin, Dongsheng Li, Yuqing Yang, Yongfeng Huang, Lili Qiu:
Mitigate Position Bias in Large Language Models via Scaling a Single Dimension. CoRR abs/2406.02536 (2024) - [i73]Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Dongsheng Li, Deqing Yang:
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms. CoRR abs/2406.14228 (2024) - [i72]Huiqiang Jiang, Yucheng Li, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu:
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention. CoRR abs/2407.02490 (2024) - [i71]Wenxin Zhao, Peng Zhang, Hansu Gu, Dongsheng Li, Tun Lu, Ning Gu:
AOTree: Aspect Order Tree-based Model for Explainable Recommendation. CoRR abs/2407.19937 (2024) - 2023
- [j20]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): 16762-16775 (2023) - [j19]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: 109873 (2023) - [j18]Yihu Zhang, Bo Yang, Haodong Liu, Dongsheng Li:
A time-aware self-attention based neural network model for sequential recommendation. Appl. Soft Comput. 133: 109894 (2023) - [j17]Yaohai Zeng, Bo Yang, Xiangchao Wen, Dongsheng Li:
Relevance-aware graph neural network for session-based recommendation. Computing 105(10): 2311-2335 (2023) - [j16]Haodong Liu, Bo Yang, Dongsheng Li:
Graph Collaborative Filtering Based on Dual-Message Propagation Mechanism. IEEE Trans. Cybern. 53(1): 352-364 (2023) - [j15]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 Grafts. IEEE Trans. Multim. 25: 8972-8987 (2023) - [c82]Yuchen Fang, Kan Ren, Caihua Shan, Yifei Shen, You Li, Weinan Zhang, Yong Yu, Dongsheng Li:
Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling. AAAI 2023: 7530-7538 - [c81]Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li:
Towards Inference Efficient Deep Ensemble Learning. AAAI 2023: 8711-8719 - [c80]Han Zheng, Xufang Luo, Pengfei Wei, Xuan Song, Dongsheng Li, Jing Jiang:
Adaptive Policy Learning for Offline-to-Online Reinforcement Learning. AAAI 2023: 11372-11380 - [c79]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. AAAI 2023: 14820-14828 - [c78]Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang:
DiffusionNER: Boundary Diffusion for Named Entity Recognition. ACL (1) 2023: 3875-3890 - [c77]Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Qi Zhang, Dongsheng Li, Tao Gui:
Towards Understanding Omission in Dialogue Summarization. ACL (1) 2023: 14268-14286 - [c76]Sijia Liu, Jiahao Liu, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu:
AutoSeqRec: Autoencoder for Efficient Sequential Recommendation. CIKM 2023: 1493-1502 - [c75]Fangye Wang, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu:
Towards Deeper, Lighter and Interpretable Cross Network for CTR Prediction. CIKM 2023: 2523-2533 - [c74]Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu:
Unsupervised Video Anomaly Detection For Stereotypical Behaviours in Autism. ICASSP 2023: 1-5 - [c73]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. ICASSP 2023: 1-5 - [c72]Jinchao Li, Xixin Wu, Kaitao Song, Dongsheng Li, Xunying Liu, Helen Meng:
A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition. ICASSP 2023: 1-5 - [c71]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:
Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition. ICLR 2023 - [c70]Shuguang Dou, Xinyang Jiang, Cairong Zhao, Dongsheng Li:
EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark. ICLR 2023 - [c69]Ziyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li:
SIMPLE: Specialized Model-Sample Matching for Domain Generalization. ICLR 2023 - [c68]Eric Qu, Xufang Luo, Dongsheng Li:
Data Continuity Matters: Improving Sequence Modeling with Lipschitz Regularizer. ICLR 2023 - [c67]Wenwen Xia, Mincai Lai, Caihua Shan, Yao Zhang, Xinnan Dai, Xiang Li, Dongsheng Li:
Explaining Temporal Graph Models through an Explorer-Navigator Framework. ICLR 2023 - [c66]Yansen Wang, Xinyang Jiang, Kan Ren, Caihua Shan, Xufang Luo, Dongqi Han, Kaitao Song, Yifei Shen, Dongsheng Li:
CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling. ICML 2023: 35817-35835 - [c65]Yukang Liang, Kaitao Song, Shaoguang Mao, Huiqiang Jiang, Luna Qiu, Yuqing Yang, Dongsheng Li, Linli Xu, Lili Qiu:
End-to-End Word-Level Pronunciation Assessment with MASK Pre-training. INTERSPEECH 2023: 969-973 - [c64]Yuchen Fang, Zhenggang Tang, Kan Ren, Weiqing Liu, Li Zhao, Jiang Bian, Dongsheng Li, Weinan Zhang, Yong Yu, Tie-Yan Liu:
Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance. KDD 2023: 4003-4012 - [c63]Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang:
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face. NeurIPS 2023 - [c62]Yuqi Chen, Kan Ren, Yansen Wang, Yuchen Fang, Weiwei Sun, Dongsheng Li:
ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling. NeurIPS 2023 - [c61]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 - [c60]Ke Yi, Yansen Wang, Kan Ren, Dongsheng Li:
Learning Topology-Agnostic EEG Representations with Geometry-Aware Modeling. NeurIPS 2023 - [c59]Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation. SIGIR 2023: 1086-1095 - [c58]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: 196-201 - [c57]Fangye Wang, Yingxu Wang, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu:
CL4CTR: A Contrastive Learning Framework for CTR Prediction. WSDM 2023: 805-813 - [c56]Xiang Li, Tiandi Ye, Caihua Shan, Dongsheng Li, Ming Gao:
SeeGera: Self-supervised Semi-implicit Graph Variational Auto-encoders with Masking. WWW 2023: 143-153 - [c55]Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Personalized Graph Signal Processing for Collaborative Filtering. WWW 2023: 1264-1272 - [i70]Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li:
Towards Inference Efficient Deep Ensemble Learning. CoRR abs/2301.12378 (2023) - [i69]Xiang Li, Tiandi Ye, Caihua Shan, Dongsheng Li, Ming Gao:
Self-supervised Semi-implicit Graph Variational Auto-encoders with Masking. CoRR abs/2301.12458 (2023) - [i68]Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Personalized Graph Signal Processing for Collaborative Filtering. CoRR abs/2302.02113 (2023) - [i67]Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu:
Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism. CoRR abs/2302.13748 (2023) - [i66]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 abs/2303.00334 (2023) - [i65]Han Zheng, Xufang Luo, Pengfei Wei, Xuan Song, Dongsheng Li, Jing Jiang:
Adaptive Policy Learning for Offline-to-Online Reinforcement Learning. CoRR abs/2303.07693 (2023) - [i64]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 abs/2303.08019 (2023) - [i63]Jinchao Li, Xixin Wu, Kaitao Song, Dongsheng Li, Xunying Liu, Helen Meng:
A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition. CoRR abs/2303.08027 (2023) - [i62]Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang:
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace. CoRR abs/2303.17580 (2023) - [i61]Xinnan Dai, Caihua Shan, Jie Zheng, Xiaoxiao Li, Dongsheng Li:
Biological Factor Regulatory Neural Network. CoRR abs/2304.04982 (2023) - [i60]Dongqi Han, Kenji Doya, Dongsheng Li, Jun Tani:
Habits and goals in synergy: a variational Bayesian framework for behavior. CoRR abs/2304.05008 (2023) - [i59]Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation. CoRR abs/2304.11528 (2023) - [i58]Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang:
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks. CoRR abs/2304.14979 (2023) - [i57]Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang:
DiffusionNER: Boundary Diffusion for Named Entity Recognition. CoRR abs/2305.13298 (2023) - [i56]Guangping Zhang, Dongsheng Li, Hansu Gu, Tun Lu, Li Shang, Ning Gu:
Simulating News Recommendation Ecosystem for Fun and Profit. CoRR abs/2305.14103 (2023) - [i55]Yukang Liang, Kaitao Song, Shaoguang Mao, Huiqiang Jiang, Luna Qiu, Yuqing Yang, Dongsheng Li, Linli Xu, Lili Qiu:
End-to-End Word-Level Pronunciation Assessment with MASK Pre-training. CoRR abs/2306.02682 (2023) - [i54]Ruiwen Zhou, Minghuan Liu, Kan Ren, Xufang Luo, Weinan Zhang, Dongsheng Li:
Is Risk-Sensitive Reinforcement Learning Properly Resolved? CoRR abs/2307.00547 (2023) - [i53]Yifei Shen, Jiawei Shao, Xinjie Zhang, Zehong Lin, Hao Pan, Dongsheng Li, Jun Zhang, Khaled B. Letaief:
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence. CoRR abs/2307.02779 (2023) - [i52]Yuchen Fang, Zhenggang Tang, Kan Ren, Weiqing Liu, Li Zhao, Jiang Bian, Dongsheng Li, Weinan Zhang, Yong Yu, Tie-Yan Liu:
Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance. CoRR abs/2307.03119 (2023) - [i51]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. CoRR abs/2307.05382 (2023) - [i50]Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Jiongran Wu, Peng Zhang, Li Shang, Ning Gu:
Recommendation Unlearning via Matrix Correction. CoRR abs/2307.15960 (2023) - [i49]Yu-Ting Lan, Kan Ren, Yansen Wang, Wei-Long Zheng, Dongsheng Li, Bao-Liang Lu, Lili Qiu:
Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals. CoRR abs/2308.02510 (2023) - [i48]Sijia Liu, Jiahao Liu, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu:
AutoSeqRec: Autoencoder for Efficient Sequential Recommendation. CoRR abs/2308.06878 (2023) - [i47]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 abs/2308.09904 (2023) - [i46]Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu:
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression. CoRR abs/2310.06839 (2023) - [i45]Meiqi Chen, Yubo Ma, Kaitao Song, Yixin Cao, Yan Zhang, Dongsheng Li:
Learning To Teach Large Language Models Logical Reasoning. CoRR abs/2310.09158 (2023) - [i44]Yao Cheng, Caihua Shan, Yifei Shen, Xiang Li, Siqiang Luo, Dongsheng Li:
Label Propagation for Graph Label Noise. CoRR abs/2310.16560 (2023) - [i43]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 abs/2311.04625 (2023) - [i42]Fangye Wang, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu:
Towards Deeper, Lighter and Interpretable Cross Network for CTR Prediction. CoRR abs/2311.04635 (2023) - [i41]Zefan Qu, Xinyang Jiang, Yifan Yang, Dongsheng Li, Cairong Zhao:
Online Video Quality Enhancement with Spatial-Temporal Look-up Tables. CoRR abs/2311.13616 (2023) - [i40]Jie Lian, Xufang Luo, Caihua Shan, Dongqi Han, Varut Vardhanabhuti, Dongsheng Li:
AdaMedGraph: Adaboosting Graph Neural Networks for Personalized Medicine. CoRR abs/2311.14304 (2023) - [i39]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 abs/2311.14851 (2023) - [i38]Yongliang Shen, Kaitao Song, Xu Tan, Wenqi Zhang, Kan Ren, Siyu Yuan, Weiming Lu, Dongsheng Li, Yueting Zhuang:
TaskBench: Benchmarking Large Language Models for Task Automation. CoRR abs/2311.18760 (2023) - [i37]William Wei Wang, Dongqi Han, Xufang Luo, Yifei Shen, Charles Ling, Boyu Wang, Dongsheng Li:
Toward Open-ended Embodied Tasks Solving. CoRR abs/2312.05822 (2023) - 2022
- [j14]Yingying Zhao, Ning Li, Wentao Pan, Yujiang Wang, Mingzhi Dong, Sharon Xianghua Ding, Qin Lv, Robert P. Dick, Dongsheng Li, Fan Yang, Tun Lu, Ning Gu, Li Shang:
Unveiling Causal Attention in Dogs' Eyes with Smart Eyewear. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(4): 199:1-199:33 (2022) - [j13]Chao Chen, Dongsheng Li, Junchi Yan, Xiaokang Yang:
Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 34(11): 5446-5458 (2022) - [j12]Yingying Zhao, Mingzhi Dong, Yujiang Wang, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li, Tun Lu, Ning Gu, Li Shang:
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline. IEEE Trans. Multim. 24: 2150-2163 (2022) - [c54]Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado Reed, Dongsheng Li, Kurt Keutzer, Han Zhao:
Invariant Information Bottleneck for Domain Generalization. AAAI 2022: 7399-7407 - [c53]Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin:
Neural Piecewise-Constant Delay Differential Equations. AAAI 2022: 9242-9250 - [c52]Cizhou Yu, Dongsheng Li, Tun Lu, Yichuan Jiang:
Popularity Bias Analysis of Recommendation Algorithm Based on ABM Simulation. ChineseCSCW (1) 2022: 437-448 - [c51]Yifan Liang, Zongzheng Zou, Peng Zhang, Dongsheng Li, Tun Lu, Ning Gu:
Team Formation and Task Recommendation for Disabled People in Crowdsourcing Systems. CSCWD 2022: 1372-1377 - [c50]Ruoxi Shi, Xinyang Jiang, Caihua Shan, Yansen Wang, Dongsheng Li:
RendNet: Unified 2D/3D Recognizer with Latent Space Rendering. CVPR 2022: 5398-5407 - [c49]Fangye Wang, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu:
MCRF: Enhancing CTR Prediction Models via Multi-channel Feature Refinement Framework. DASFAA (2) 2022: 359-374 - [c48]