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2020 – today
- 2023
[j115]Pengfei Ren
, Haifeng Sun, Jiachang Hao, Qi Qi, Jingyu Wang, Jianxin Liao:
Pose-Guided Hierarchical Graph Reasoning for 3-D Hand Pose Estimation From a Single Depth Image. IEEE Trans. Cybern. 53(1): 315-328 (2023)- [j114]Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao:
RTHop: Real-Time Hop-by-Hop Mobile Network Routing by Decentralized Learning With Semantic Attention. IEEE Trans. Mob. Comput. 22(3): 1731-1747 (2023) - [j113]Tongtong Feng, Qi Qi, Jingyu Wang, Jianxin Liao, Jiangchuan Liu:
Timely and Accurate Bitrate Switching in HTTP Adaptive Streaming With Date-Driven I-Frame Prediction. IEEE Trans. Multim. 25: 3753-3762 (2023) - [j112]Jiachang Hao, Haifeng Sun, Pengfei Ren, Yiming Zhong, Jingyu Wang, Qi Qi, Jianxin Liao:
Fine-Grained Text-to-Video Temporal Grounding from Coarse Boundary. ACM Trans. Multim. Comput. Commun. Appl. 19(5): 157:1-157:21 (2023) - [j111]Tianjian Dong, Qi Qi, Jingyu Wang, Zirui Zhuang, Haifeng Sun, Jianxin Liao, Zhu Han:
Standing on the Shoulders of Giants: Cross-Slice Federated Meta Learning for Resource Orchestration to Cold-Start Slice. IEEE/ACM Trans. Netw. 31(2): 828-845 (2023) - [c114]Ce Ge, Jingyu Wang, Qi Qi, Haifeng Sun, Tong Xu, Jianxin Liao:
Scene-Level Sketch-Based Image Retrieval with Minimal Pairwise Supervision. AAAI 2023: 650-657 - [c113]Pengfei Ren, Yuchen Chen, Jiachang Hao, Haifeng Sun, Qi Qi, Jingyu Wang, Jianxin Liao:
Two Heads Are Better than One: Image-Point Cloud Network for Depth-Based 3D Hand Pose Estimation. AAAI 2023: 2163-2171 - [c112]Ce Ge, Jingyu Wang, Qi Qi, Haifeng Sun, Tong Xu, Jianxin Liao:
Semi-transductive Learning for Generalized Zero-Shot Sketch-Based Image Retrieval. AAAI 2023: 7678-7686 - [c111]Jinming Wu, Qi Qi, Jingyu Wang, Haifeng Sun, Zhikang Wu, Zirui Zhuang, Jianxin Liao:
Not Only Pairwise Relationships: Fine-Grained Relational Modeling for Multivariate Time Series Forecasting. IJCAI 2023: 4416-4423 - [c110]Chao Sun, Jianxin Liao, Jiangong Zheng, Xiaotong Guo, Tongyu Song, Jing Ren, Ping Zhang, Yongjie Nie, Siyang Liu:
ADAPTER: A DRL-Based Approach to Tune Routing in WSNs. INFOCOM Workshops 2023: 1-6 - [c109]Ruilong Ma, Jingyu Wang, Qi Qi, Xiang Yang, Haifeng Sun, Zirui Zhuang, Jianxin Liao:
Poster: PipeLLM: Pipeline LLM Inference on Heterogeneous Devices with Sequence Slicing. SIGCOMM 2023: 1126-1128 - [c108]Yuewei Li, Yan Lu, Jingyu Wang, Qi Qi, Jing Wang, Yingying Wang, Jianxin Liao:
TADL: Fault Localization with Transformer-based Anomaly Detection for Dynamic Microservice Systems. SANER 2023: 718-722 - [i6]Pengfei Ren, Chao Wen, Xiaozheng Zheng, Zhou Xue, Haifeng Sun, Qi Qi, Jing-Yu Wang, Jianxin Liao:
See You Soon: Decoupled Iterative Refinement Framework for Interacting Hands Reconstruction from a Single RGB Image. CoRR abs/2302.02410 (2023) - [i5]Xiang Yang, Dezhi Chen, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao, Song Guo:
Adaptive DNN Surgery for Selfish Inference Acceleration with On-demand Edge Resource. CoRR abs/2306.12185 (2023) - [i4]Huazheng Wang, Daixuan Cheng, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao, Jing Wang, Cong Liu:
How Does Diffusion Influence Pretrained Language Models on Out-of-Distribution Data? CoRR abs/2307.13949 (2023) - 2022
- [j110]Jiachang Hao, Haifeng Sun, Pengfei Ren, Jingyu Wang, Qi Qi, Jianxin Liao:
Query-aware video encoder for video moment retrieval. Neurocomputing 483: 72-86 (2022) - [j109]Chao Jiang, Yue Yang, Xianghui Chen, Jianxin Liao, Weixian Song, Xihai Zhang:
A New-Dynamic Adaptive Data Rate Algorithm of LoRaWAN in Harsh Environment. IEEE Internet Things J. 9(11): 8989-9001 (2022) - [j108]Wanyi Ning, Haifeng Sun, Xiaoyuan Fu, Xiang Yang, Qi Qi, Jingyu Wang, Jianxin Liao, Zhu Han:
Following the Correct Direction: Renovating Sparsified SGD Towards Global Optimization in Distributed Edge Learning. IEEE J. Sel. Areas Commun. 40(2): 499-514 (2022) - [j107]Bing Ma, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao:
Extractive Dialogue Summarization Without Annotation Based on Distantly Supervised Machine Reading Comprehension in Customer Service. IEEE ACM Trans. Audio Speech Lang. Process. 30: 87-97 (2022) - [j106]Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao:
Towards Intelligent Provisioning of Virtualized Network Functions in Cloud of Things: A Deep Reinforcement Learning Based Approach. IEEE Trans. Cloud Comput. 10(2): 1262-1274 (2022) - [j105]Haifeng Sun, Zhiyi Gui, Song Guo, Qi Qi, Jingyu Wang, Jianxin Liao:
GSSP: Eliminating Stragglers Through Grouping Synchronous for Distributed Deep Learning in Heterogeneous Cluster. IEEE Trans. Cloud Comput. 10(4): 2637-2648 (2022) - [j104]Tianjian Dong, Zirui Zhuang, Qi Qi, Jingyu Wang, Haifeng Sun, F. Richard Yu, Tao Sun, Cheng Zhou, Jianxin Liao:
Intelligent Joint Network Slicing and Routing via GCN-Powered Multi-Task Deep Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 8(2): 1269-1286 (2022) - [j103]Haifeng Sun, Jiaqing Xu, Jingyu Wang, Qi Qi, Ce Ge, Jianxin Liao:
DLI-Net: Dual Local Interaction Network for Fine-Grained Sketch-Based Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. 32(10): 7177-7189 (2022) - [j102]Qi Qi, Yan Lu, Jiashi Li, Jing-Yu Wang, Haifeng Sun, Jianxin Liao:
Learning Low Resource Consumption CNN Through Pruning and Quantization. IEEE Trans. Emerg. Top. Comput. 10(2): 886-903 (2022) - [j101]Ce Ge, Haifeng Sun, Yi-Zhe Song, Zhanyu Ma, Jianxin Liao:
Exploring Local Detail Perception for Scene Sketch Semantic Segmentation. IEEE Trans. Image Process. 31: 1447-1461 (2022) - [j100]Pengfei Ren, Haifeng Sun, Jiachang Hao, Qi Qi, Jingyu Wang, Jianxin Liao:
A Dual-Branch Self-Boosting Framework for Self-Supervised 3D Hand Pose Estimation. IEEE Trans. Image Process. 31: 5052-5066 (2022) - [j99]Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Haibo Zhou, Long Zhang, Kaixin Liu, Jianxin Liao:
Resilient QUIC Protocol for Emerging Wireless Networks. IEEE Wirel. Commun. 29(3): 64-70 (2022) - [c107]Jihua Wu, Lei Zhang, Cong Liu, Qi Qi, Jingyu Wang, Tong Xu, Jianxin Liao:
Probability Correlation Learning for Anomaly Detection based on Distribution-Constrained Autoencoder. APNOMS 2022: 1-6 - [c106]Longfeng Li, Haifeng Sun, Qi Qi, Jingyu Wang, Jing Wang, Jianxin Liao:
Modeling Aspect Correlation for Aspect-based Sentiment Analysis via Recurrent Inverse Learning Guidance. COLING 2022: 6887-6896 - [c105]Long Zhang, Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao:
DeepQuic: multi-path QUIC scheduling for 5G core network. StudentWorkshop@CoNEXT 2022: 40-41 - [c104]Pengfei Ren, Haifeng Sun, Jiachang Hao, Jingyu Wang, Qi Qi, Jianxin Liao:
Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-based 3D Hand Pose and Mesh Estimation. CVPR 2022: 20523-20533 - [c103]Jiachang Hao, Haifeng Sun, Pengfei Ren, Jingyu Wang, Qi Qi, Jianxin Liao:
Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding. ECCV (36) 2022: 130-147 - [c102]Long Zhang, Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Cong Liu, Jianxin Liao:
DeepPath: Multi-path Traffic Scheduling Algorithm for 5G High Dynamic Network. HPCC/DSS/SmartCity/DependSys 2022: 490-498 - [c101]Jiangong Zheng, Xiaotong Guo, Jianxin Liao, Chao Sun, Tongyu Song, Jing Ren, Ping Zhang, Siyang Liu:
MARTO: A Multi-agent Deep Reinforcement Learning Based Online Topology Optimization Scheme for Wireless Sensor Network. ICCT 2022: 817-823 - [c100]Junfeng Meng, Qiwei Shen, Yangliu He, Jianxin Liao:
A Temporal Consistency Enhancement Algorithm Based on Pixel Flicker Correction. ICONIP (4) 2022: 65-78 - [c99]Rongxin Han, Dezhi Chen, Song Guo, Xiaoyuan Fu, Jingyu Wang, Qi Qi, Jianxin Liao:
Parallel Network Slicing for Multi-SP Services. ICPP 2022: 56:1-56:11 - [c98]Qianlong Fu, Dezhi Chen, Haifeng Sun, Qi Qi, Jingyu Wang, Jianxin Liao:
AlsoDTN: An Air Logistics Service-Oriented Digital Twin Network Based on Collaborative Decision Model. ICSOC Workshops 2022: 398-402 - [c97]Haoran Zhao, Bo He, He Zhou, Jiangyin Zhou, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao:
QUIC-Enabled Data Aggregation for Short Packet Communication in mMTC. INFOCOM Workshops 2022: 1-2 - [c96]Shaoxiong Zhu, Qi Qi, Zirui Zhuang, Jingyu Wang, Haifeng Sun, Jianxin Liao:
FedNKD: A Dependable Federated Learning Using Fine-tuned Random Noise and Knowledge Distillation. ICMR 2022: 185-193 - [c95]Chen Hu, Qi Qi, Lei Zhang, Cong Liu, Dezhi Chen, Jianxin Liao, Zirui Zhuang, Jingyu Wang:
Digital Twins-based Multi-agent Deep Reinforcement Learning for UAV-assisted Vehicle Edge Computing. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 1329-1336 - [i3]Xiang Yang, Zikang Xu, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao, Song Guo:
PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices. CoRR abs/2206.08662 (2022) - [i2]Jiachang Hao, Haifeng Sun, Pengfei Ren, Jingyu Wang, Qi Qi, Jianxin Liao:
Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding. CoRR abs/2207.14698 (2022) - 2021
- [j98]Chunning Du, Jingyu Wang, Haifeng Sun, Qi Qi, Jianxin Liao:
Syntax-type-aware graph convolutional networks for natural language understanding. Appl. Soft Comput. 102: 107080 (2021) - [j97]Jie Xu, F. Richard Yu, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao:
Capsule Network Distributed Learning with Multi-Access Edge Computing for the Internet of Vehicles. IEEE Commun. Mag. 59(8): 52-57 (2021) - [j96]Jie Xu, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao, Di Yang:
Effective Scheduler for Distributed DNN Training Based on MapReduce and GPU Cluster. J. Grid Comput. 19(1): 8 (2021) - [j95]Jianxin Liao, Jingmin Yang, Wenjie Zhang:
The Student-centered STEM Learning Model Based on Artificial Intelligence Project: A Case Study on Intelligent Car. Int. J. Emerg. Technol. Learn. 16(21) (2021) - [j94]Pengfei Ren, Haifeng Sun, Weiting Huang, Jiachang Hao, Daixuan Cheng, Qi Qi, Jingyu Wang, Jianxin Liao:
Spatial-aware stacked regression network for real-time 3D hand pose estimation. Neurocomputing 437: 42-57 (2021) - [j93]Dezhi Chen, Qi Qi, Zirui Zhuang, Jingyu Wang, Jianxin Liao, Zhu Han:
Mean Field Deep Reinforcement Learning for Fair and Efficient UAV Control. IEEE Internet Things J. 8(2): 813-828 (2021) - [j92]Zirui Zhuang, Jingyu Wang, Qi Qi, Jianxin Liao, Zhu Han:
Adaptive and Robust Routing With Lyapunov-Based Deep RL in MEC Networks Enabled by Blockchains. IEEE Internet Things J. 8(4): 2208-2225 (2021) - [j91]Haifeng Sun, Daixuan Cheng, Jingyu Wang, Qi Qi, Jianxin Liao:
Pattern and content controlled response generation. Inf. Process. Manag. 58(5): 102605 (2021) - [j90]Jie Xu, Jingyu Wang, Qi Qi, Jianxin Liao, Haifeng Sun, Zhu Han, Tonghong Li:
Network-aware task selection to reduce multi-application makespan in cloud. J. Netw. Comput. Appl. 176: 102889 (2021) - [j89]Qi Qi, Runye Shen, Jingyu Wang, Haifeng Sun, Song Guo, Jianxin Liao:
Spatial-Temporal Learning-Based Artificial Intelligence for IT Operations in the Edge Network. IEEE Netw. 35(1): 197-203 (2021) - [j88]Tianjian Dong, Qi Qi, Jingyu Wang, Alex X. Liu, Haifeng Sun, Zirui Zhuang, Jianxin Liao:
Generative Adversarial Network-Based Transfer Reinforcement Learning for Routing With Prior Knowledge. IEEE Trans. Netw. Serv. Manag. 18(2): 1673-1689 (2021) - [j87]Bo He, Jing-Yu Wang, Qi Qi, Haifeng Sun, Jianxin Liao, Chunning Du, Xiang-Yang Alex Liu, Zhu Han:
DeepCC: Multi-Agent Deep Reinforcement Learning Congestion Control for Multi-Path TCP Based on Self-Attention. IEEE Trans. Netw. Serv. Manag. 18(4): 4770-4788 (2021) - [j86]Jianxin Liao, Tongcun Liu, Hongzhi Yin, Tong Chen, Jingyu Wang, Yulong Wang:
An integrated model based on deep multimodal and rank learning for point-of-interest recommendation. World Wide Web 24(2): 631-655 (2021) - [c94]Lei Gao, Yulong Wang, Tongcun Liu, Jingyu Wang, Lei Zhang, Jianxin Liao:
Question-Driven Span Labeling Model for Aspect-Opinion Pair Extraction. AAAI 2021: 12875-12883 - [c93]Yiwen Zhan, Yuchen Chen, Pengfei Ren, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao:
Spatial Temporal Enhanced Contrastive and Pretext Learning for Skeleton-based Action Representation. ACML 2021: 534-547 - [c92]Xiaozheng Zheng, Pengfei Ren, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao:
Joint-Aware Regression: Rethinking Regression-Based Method for 3D Hand Pose Estimation. BMVC 2021: 344 - [c91]Xiang Yang, Qi Qi, Jingyu Wang, Song Guo, Jianxin Liao:
Towards Efficient Inference: Adaptively Cooperate in Heterogeneous IoT Edge Cluster. ICDCS 2021: 12-23 - [c90]Guojun Chu, Jingyu Wang, Qi Qi, Haifeng Sun, Shimin Tao, Jianxin Liao:
Prefix-Graph: A Versatile Log Parsing Approach Merging Prefix Tree with Probabilistic Graph. ICDE 2021: 2411-2422 - [c89]Siyuan Lou, Yulong Wang, Tongcun Liu, Jianxin Liao:
UMDSF: Unified Model With Dynamic-Static Features for Personalized Recommendation. IJCNN 2021: 1-8 - [c88]Jianan Chen, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao:
Accelerating DNN Inference by Edge-Cloud Collaboration. IPCCC 2021: 1-7 - [c87]Xiaozheng Zheng, Pengfei Ren, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao:
SAR: Spatial-Aware Regression for 3D Hand Pose and Mesh Reconstruction from a Monocular RGB Image. ISMAR 2021: 99-108 - [c86]Zhiyi Gui, Xiang Yang, Hao Yang, Wei Li, Lei Zhang, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao:
Grouping Synchronous to Eliminate Stragglers with Edge Computing in Distributed Deep Learning. ISPA/BDCloud/SocialCom/SustainCom 2021: 429-436 - [c85]Ming Liu, Jianxin Liao, Jingyu Wang, Qi Qi, Haifeng Sun:
Context-Aware Anomaly Detection in Attributed Networks. KSEM 2021: 14-26 - [c84]Zhengyang Mu, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao:
Efficient Depth Completion Network Based on Dynamic Gated Fusion. KSEM 2021: 287-298 - [c83]Jiaqing Xu, Haifeng Sun, Qi Qi, Jingyu Wang, Ce Ge, Lejian Zhang, Jianxin Liao:
DLA-Net for FG-SBIR: Dynamic Local Aligned Network for Fine-Grained Sketch-Based Image Retrieval. ACM Multimedia 2021: 5609-5618 - [c82]Tongtong Feng, Qi Qi, Jingyu Wang, Jianxin Liao:
Few-Shot Class-Adaptive Anomaly Detection with Model-Agnostic Meta-Learning. Networking 2021: 1-9 - [c81]Bing Ma, Cao Liu, Jingyu Wang, Shujie Hu, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Jianxin Liao:
Distant Supervision based Machine Reading Comprehension for Extractive Summarization in Customer Service. SIGIR 2021: 1895-1899 - 2020
- [j85]Ce Ge, Jing Wang, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao:
Towards automatic visual inspection: A weakly supervised learning method for industrial applicable object detection. Comput. Ind. 121: 103232 (2020) - [j84]Bing Ma, Qi Qi, Jianxin Liao, Haifeng Sun, Jingyu Wang:
Learning chinese word embeddings from character structural information. Comput. Speech Lang. 60 (2020) - [j83]Zhifeng Han, Jianxin Liao, Qi Qi, Haifeng Sun, Jingyu Wang:
Band Steering Technology Based on QoE-Oriented Optimization in Wireless Network. EURASIP J. Wirel. Commun. Netw. 2020(1): 25 (2020) - [j82]Tongcun Liu, Jianxin Liao, Zhigen Wu, Yulong Wang, Jingyu Wang:
Exploiting geographical-temporal awareness attention for next point-of-interest recommendation. Neurocomputing 400: 227-237 (2020) - [j81]Haifeng Sun, Shiqi Li, F. Richard Yu, Qi Qi, Jingyu Wang, Jianxin Liao:
Toward Communication-Efficient Federated Learning in the Internet of Things With Edge Computing. IEEE Internet Things J. 7(11): 11053-11067 (2020) - [j80]Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao:
Toward Greater Intelligence in Route Planning: A Graph-Aware Deep Learning Approach. IEEE Syst. J. 14(2): 1658-1669 (2020) - [j79]Canqun Xiang, Zhennan Wang, Shishun Tian, Jianxin Liao, Wenbin Zou, Chen Xu:
Matrix Capsule Convolutional Projection for Deep Feature Learning. IEEE Signal Process. Lett. 27: 1899-1903 (2020) - [j78]Qi Qi, Xiaolu Wang, Haifeng Sun, Jingyu Wang, Xiao Liang, Jianxin Liao:
A Novel Multi-Task Learning Framework for Semi-Supervised Semantic Parsing. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2552-2560 (2020) - [j77]Tongtong Feng, Haifeng Sun, Qi Qi, Jingyu Wang, Jianxin Liao:
Vabis: Video Adaptation Bitrate System for Time-Critical Live Streaming. IEEE Trans. Multim. 22(11): 2963-2976 (2020) - [j76]Xiaoyuan Fu, F. Richard Yu, Jingyu Wang, Qi Qi, Jianxin Liao:
Performance Optimization for Blockchain-Enabled Distributed Network Function Virtualization Management and Orchestration. IEEE Trans. Veh. Technol. 69(6): 6670-6679 (2020) - [j75]Qi Qi, Lingxin Zhang, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jianxin Liao, F. Richard Yu:
Scalable Parallel Task Scheduling for Autonomous Driving Using Multi-Task Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 69(11): 13861-13874 (2020) - [j74]Xiaoyuan Fu, F. Richard Yu, Jingyu Wang, Qi Qi, Jianxin Liao:
Dynamic Service Function Chain Embedding for NFV-Enabled IoT: A Deep Reinforcement Learning Approach. IEEE Trans. Wirel. Commun. 19(1): 507-519 (2020) - [c80]Chunning Du, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao:
Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis. ACL 2020: 4019-4028 - [c79]Ming Liu, Jianxin Liao, Jingyu Wang, Qi Qi, Haifeng Sun:
Dual Attention-Based Adversarial Autoencoder for Attributed Network Embedding. ECAI 2020: 521-528 - [c78]Bing Ma, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao:
Semi-Supervised Sentence Classification Based on User Polarity in the Social Scenarios. ICASSP 2020: 8209-8213 - [c77]Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Cong Liu, Jianxin Liao:
DeepHop on Edge: Hop-by-hop Routing byDistributed Learning with Semantic Attention. ICPP 2020: 58:1-58:11 - [c76]Zirui Zhuang, Jingyu Wang, Qi Qi, Jianxin Liao, Zhu Han:
Adaptive and Robust Network Routing Based on Deep Reinforcement Learning with Lyapunov Optimization. IWQoS 2020: 1-10
2010 – 2019
- 2019
- [j73]Qi Qi, Qiming Huo, Jingyu Wang, Haifeng Sun, Yufei Cao, Jianxin Liao:
Personalized Sketch-Based Image Retrieval by Convolutional Neural Network and Deep Transfer Learning. IEEE Access 7: 16537-16549 (2019) - [j72]Haifeng Sun, Yunming Xiao, Jing Wang, Jingyu Wang, Qi Qi, Jianxin Liao, Xiulei Liu:
Common Knowledge Based and One-Shot Learning Enabled Multi-Task Traffic Classification. IEEE Access 7: 39485-39495 (2019) - [j71]Xiaoyuan Fu, Jingyu Wang, Qi Qi, Jianxin Liao:
Incentive Mechanisms for Big Data Analytics in the Internet of Things (IoT). Ad Hoc Sens. Wirel. Networks 45(1-2): 93-115 (2019) - [j70]Jingyu Wang, Zirui Zhuang, Qi Qi, Tonghong Li, Jianxin Liao:
Deep reinforcement learning-based cooperative interactions among heterogeneous vehicular networks. Appl. Soft Comput. 82 (2019) - [j69]Xiaoyuan Fu, F. Richard Yu, Jingyu Wang, Qi Qi, Jianxin Liao:
Service Function Chain Embedding for NFV-Enabled IoT Based on Deep Reinforcement Learning. IEEE Commun. Mag. 57(11): 102-108 (2019) - [j68]Jingyu Wang, Yuhan Jing, Qi Qi, Tongtong Feng, Jianxin Liao:
ALSR: An adaptive label screening and relearning approach for interval-oriented anomaly detection. Expert Syst. Appl. 136: 94-104 (2019) - [j67]Jianxin Liao, Baoran Li, Di Yang, Jingyu Wang, Qi Qi, Jing Wang:
Deep supervised hashing network with integrated regularisation. IET Image Process. 13(12): 2143-2151 (2019) - [j66]Tongcun Liu, Jianxin Liao, Yulong Wang, Jingyu Wang, Qi Qi:
Collaborative tensor-topic factorization model for personalized activity recommendation. Multim. Tools Appl. 78(12): 16923-16943 (2019) - [j65]Qi Qi, Jingyu Wang, Zhanyu Ma, Haifeng Sun, Yufei Cao, Lingxin Zhang, Jianxin Liao:
Knowledge-Driven Service Offloading Decision for Vehicular Edge Computing: A Deep Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 68(5): 4192-4203 (2019) - [j64]Zhifeng Han, Jianxin Liao, Qi Qi, Haifeng Sun, Jingyu Wang:
Radio Environment Map Construction by Kriging Algorithm Based on Mobile Crowd Sensing. Wirel. Commun. Mob. Comput. 2019 (2019) - [c75]Lingxin Zhang, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao:
Multi-task Deep Reinforcement Learning for Scalable Parallel Task Scheduling. IEEE BigData 2019: 2992-3001 - [c74]Chunning Du, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao, Chun Wang, Bing Ma:
Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification. EMNLP/IJCNLP (1) 2019: 456-465 - [c73]Chunning Du, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao, Tong Xu, Ming Liu:
Capsule Network with Interactive Attention for Aspect-Level Sentiment Classification. EMNLP/IJCNLP (1) 2019: 5488-5497 - [c72]Ming Liu, Jianxin Liao, Jingyu Wang, Qi Qi:
AGRM: Attention-Based Graph Representation Model for Telecom Fraud Detection. ICC 2019: 1-6 - [c71]Yuhan Jing, Qi Qi, Jingyu Wang, Tongtong Feng, Jianxin Liao:
ALSR: An Adaptive Label Screening and Relearning Approach for Anomaly Detection. ISCC 2019: 1-6 - [c70]Tongcun Liu, Jianxin Liao, Zhigen Wu, Yulong Wang, Jingyu Wang:
A Geographical-Temporal Awareness Hierarchical Attention Network for Next Point-of-Interest Recommendation. ICMR 2019: 7-15 - [c69]Zixuan Huang, Yuan Chang, Weizhao Chen, Qiwei Shen, Jianxin Liao:
ResidualDenseNetwork: A Simple Approach for Video Person Identification. ACM Multimedia 2019: 2521-2525 - 2018
- [j63]Jingyu Wang, Yu Zhao, Qi Qi, Qiming Huo, Jian Zou, Ce Ge, Jianxin Liao:
MindCamera: Interactive Sketch-Based Image Retrieval and Synthesis. IEEE Access 6: 3765-3773 (2018) - [j62]Jianxin Liao, Tongcun Liu, Meilian Liu, Jingyu Wang, Yulong Wang, Haifeng Sun:
Multi-Context Integrated Deep Neural Network Model for Next Location Prediction. IEEE Access 6: 21980-21990 (2018) - [j61]Xiaoyuan Fu, Jingyu Wang, Qi Qi, Jianxin Liao, Tonghong Li:
Incentive Mechanisms for Resource Scaling-out Game of Stream Big Data Analytics. J. Grid Comput. 16(4): 569-585 (2018) - [j60]