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ORCIDChi Harold Liu
Harold Liu
Person information
- affiliation: Beijing Institute of Technology, School of Computer Science and Technology, Beijing, China
- affiliation (former): IBM Research, Beijing, China
- affiliation (PhD 2010): Imperial College, London, UK
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2020 – today
- 2023
[j79]Shilin Wen, Rui Han, Chi Harold Liu, Lydia Y. Chen:
Fast DRL-based scheduler configuration tuning for reducing tail latency in edge-cloud jobs. J. Cloud Comput. 12(1): 90 (2023)- [j78]Jianxin Zhao
, Pierre Vandenhove, Peng Xu, Hao Tao, Liang Wang, Chi Harold Liu, Jon Crowcroft:
Parallel and Memory-Efficient Distributed Edge Learning in B5G IoT Networks. IEEE J. Sel. Top. Signal Process. 17(1): 222-233 (2023) - [j77]Binhui Xie, Shuang Li, Mingjia Li, Chi Harold Liu, Gao Huang, Guoren Wang:
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 9004-9021 (2023) - [j76]Shuang Li, Kaixiong Gong, Binhui Xie, Chi Harold Liu, Weipeng Cao, Song Tian:
Critical Classes and Samples Discovering for Partial Domain Adaptation. IEEE Trans. Cybern. 53(9): 5641-5654 (2023) - [j75]Ying Zhao, Shuang Li, Chi Harold Liu, Yuqi Han, Hao Shi, Wei Li:
Domain Adaptive Remote Sensing Scene Recognition via Semantic Relationship Knowledge Transfer. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j74]Jianxin Zhao, Xinyu Chang, Yanhao Feng, Chi Harold Liu, Ningbo Liu:
Participant Selection for Federated Learning With Heterogeneous Data in Intelligent Transport System. IEEE Trans. Intell. Transp. Syst. 24(1): 1106-1115 (2023) - [j73]Shuang Li, Wenxuan Ma, Jinming Zhang, Chi Harold Liu, Jian Liang, Guoren Wang:
Meta-Reweighted Regularization for Unsupervised Domain Adaptation. IEEE Trans. Knowl. Data Eng. 35(3): 2781-2795 (2023) - [j72]Binhui Xie, Shuang Li, Fangrui Lv, Chi Harold Liu, Guoren Wang, Dapeng Oliver Wu:
A Collaborative Alignment Framework of Transferable Knowledge Extraction for Unsupervised Domain Adaptation. IEEE Trans. Knowl. Data Eng. 35(7): 6518-6533 (2023) - [j71]Zipeng Dai, Chi Harold Liu, Rui Han, Guoren Wang, Kin K. Leung, Jian Tang:
Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning. IEEE Trans. Mob. Comput. 22(4): 2038-2052 (2023) - [j70]Jianxin Zhao, Yanhao Feng, Xinyu Chang, Peng Xu, Shilin Li, Chi Harold Liu, Wenke Yu, Jian Tang, Jon Crowcroft:
Energy-Efficient and Fair IoT Data Distribution in Decentralised Federated Learning. IEEE Trans. Netw. Sci. Eng. 10(3): 1352-1363 (2023) - [j69]Guozheng Li, Runfei Li, Zicheng Wang, Chi Harold Liu, Min Lu, Guoren Wang:
HiTailor: Interactive Transformation and Visualization for Hierarchical Tabular Data. IEEE Trans. Vis. Comput. Graph. 29(1): 139-148 (2023) - [c79]Mingjia Li, Binhui Xie, Shuang Li, Chi Harold Liu, Xinjing Cheng:
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions. AAAI 2023: 8605-8613 - [c78]Zhenjie Yu, Shuang Li, Yirui Shen, Chi Harold Liu, Shuigen Wang:
On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer. CVPR 2023: 1631-1640 - [c77]Yuxiao Ye, Chi Harold Liu, Zipeng Dai, Jianxin Zhao, Ye Yuan, Guoren Wang, Jian Tang:
Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement Learning. ICDE 2023: 205-217 - [c76]Yaxin Luopan, Rui Han, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Lydia Y. Chen:
FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge. ICDE 2023: 341-354 - [c75]Yu Wang, Jingfei Wu, Xingyuan Hua, Chi Harold Liu, Guozheng Li, Jianxin Zhao, Ye Yuan, Guoren Wang:
Air-Ground Spatial Crowdsourcing with UAV Carriers by Geometric Graph Convolutional Multi-Agent Deep Reinforcement Learning. ICDE 2023: 1790-1802 - [c74]Qinglong Zhang, Rui Han, Chi Harold Liu, Guoren Wang, Lydia Y. Chen:
EdgeVisionBench: A Benchmark of Evolving Input Domains for Vision Applications at Edge. ICDE 2023: 3643-3646 - [c73]Chi Harold Liu, Yu Wang, Chengzhe Piao, Zipeng Dai, Ye Yuan, Guoren Wang, Dapeng Wu:
Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM (Extended abstract). ICDE 2023: 3861-3862 - [c72]Mixue Xie, Shuang Li, Rui Zhang, Chi Harold Liu:
Dirichlet-based Uncertainty Calibration for Active Domain Adaptation. ICLR 2023 - [c71]Hancheng Zhang, Guozheng Li, Chi Harold Liu, Guoren Wang, Jian Tang:
HiMacMic: Hierarchical Multi-Agent Deep Reinforcement Learning with Dynamic Asynchronous Macro Strategy. KDD 2023: 3239-3248 - [i33]Mixue Xie, Shuang Li, Rui Zhang, Chi Harold Liu:
Dirichlet-based Uncertainty Calibration for Active Domain Adaptation. CoRR abs/2302.13824 (2023) - [i32]Xiangwei Wang, Rui Han, Chi Harold Liu:
Hierarchical Memory Pool Based Edge Semi-Supervised Continual Learning Method. CoRR abs/2303.11952 (2023) - 2022
- [j68]Shuang Li, Binhui Xie, Qiuxia Lin, Chi Harold Liu, Gao Huang, Guoren Wang:
Generalized Domain Conditioned Adaptation Network. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 4093-4109 (2022) - [j67]Jianxin Zhao, Yanhao Feng, Xinyu Chang, Chi Harold Liu:
Energy-efficient client selection in federated learning with heterogeneous data on edge. Peer-to-Peer Netw. Appl. 15(2): 1139-1151 (2022) - [j66]Guangyu Gao, Zhiyuan Fang, Cen Han, Yunchao Wei, Chi Harold Liu, Shuicheng Yan:
DRNet: Double Recalibration Network for Few-Shot Semantic Segmentation. IEEE Trans. Image Process. 31: 6733-6746 (2022) - [j65]Chi Harold Liu, Yu Wang, Chengzhe Piao, Zipeng Dai, Ye Yuan, Guoren Wang, Dapeng Wu:
Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM. IEEE Trans. Knowl. Data Eng. 34(5): 2472-2484 (2022) - [j64]Qinglong Zhang, Rui Han, Gaofeng Xin, Chi Harold Liu, Guoren Wang, Lydia Y. Chen:
Lightweight and Accurate DNN-Based Anomaly Detection at Edge. IEEE Trans. Parallel Distributed Syst. 33(11): 2927-2942 (2022) - [j63]Jianxin Zhao, Rui Han, Yongkai Yang, Benjamin Catterall, Chi Harold Liu, Lydia Y. Chen, Richard Mortier, Jon Crowcroft, Liang Wang:
Federated Learning With Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge. IEEE Trans. Serv. Comput. 15(2): 614-626 (2022) - [c70]Yinuo Zhao, Kun Wu, Zhiyuan Xu, Zhengping Che, Qi Lu, Jian Tang, Chi Harold Liu:
CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving. AAAI 2022: 3481-3489 - [c69]Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang:
Active Learning for Domain Adaptation: An Energy-Based Approach. AAAI 2022: 8708-8716 - [c68]Fangrui Lv, Jian Liang, Shuang Li, Bin Zang, Chi Harold Liu, Ziteng Wang, Di Liu:
Causality Inspired Representation Learning for Domain Generalization. CVPR 2022: 8036-8046 - [c67]Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng:
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation. CVPR 2022: 8058-8068 - [c66]Tong Wu, Guangyu Gao, Junshi Huang, Xiaolin Wei, Xiaoming Wei, Chi Harold Liu:
Adaptive Spatial-BCE Loss for Weakly Supervised Semantic Segmentation. ECCV (29) 2022: 199-216 - [c65]Yu Wang, Chi Harold Liu, Chengzhe Piao, Ye Yuan, Rui Han, Guoren Wang, Jian Tang:
Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented and Distributed Multi-Agent Deep Reinforcement Learning. ICDE 2022: 459-471 - [c64]Peng Xu, Xinyu Chang, Jianxin Zhao, Chi Harold Liu:
Automatic Operator Performance Tumng in a Machine Learning System on Edge. ICPADS 2022: 802-809 - [c63]Rui Han, Shilin Wen, Chi Harold Liu, Ye Yuan, Guoren Wang, Lydia Y. Chen:
EdgeTuner: Fast Scheduling Algorithm Tuning for Dynamic Edge-Cloud Workloads and Resources. INFOCOM 2022: 880-889 - [c62]Zipeng Dai, Chi Harold Liu, Yuxiao Ye, Rui Han, Ye Yuan, Guoren Wang, Jian Tang:
AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning. INFOCOM 2022: 1029-1038 - [c61]Kaixiong Gong, Shuang Li, Shugang Li, Rui Zhang, Chi Harold Liu, Qiang Chen:
Improving Transferability for Domain Adaptive Detection Transformers. ACM Multimedia 2022: 1543-1551 - [c60]Zhenjie Yu, Kai Chen, Shuang Li, Bingfeng Han, Chi Harold Liu, Shuigen Wang:
ROMA: Cross-Domain Region Similarity Matching for Unpaired Nighttime Infrared to Daytime Visible Video Translation. ACM Multimedia 2022: 5294-5302 - [c59]Wenxuan Ma, Jinming Zhang, Shuang Li, Chi Harold Liu, Yulin Wang, Wei Li:
Making The Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation. ACM Multimedia 2022: 5620-5629 - [i31]Yinuo Zhao, Kun Wu, Zhiyuan Xu, Zhengping Che, Qi Lu, Jian Tang, Chi Harold Liu:
CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-based Autonomous Urban Driving. CoRR abs/2202.08557 (2022) - [i30]Fangrui Lv, Jian Liang, Shuang Li, Bin Zang, Chi Harold Liu, Ziteng Wang, Di Liu:
Causality Inspired Representation Learning for Domain Generalization. CoRR abs/2203.14237 (2022) - [i29]Binhui Xie, Shuang Li, Mingjia Li, Chi Harold Liu, Gao Huang, Guoren Wang:
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation. CoRR abs/2204.08808 (2022) - [i28]Zhenjie Yu, Kai Chen, Shuang Li, Bingfeng Han, Chi Harold Liu, Shuigen Wang:
ROMA: Cross-Domain Region Similarity Matching for Unpaired Nighttime Infrared to Daytime Visible Video Translation. CoRR abs/2204.12367 (2022) - [i27]Kaixiong Gong, Shuang Li, Shugang Li, Rui Zhang, Chi Harold Liu, Qiang Chen:
Improving Transferability for Domain Adaptive Detection Transformers. CoRR abs/2204.14195 (2022) - [i26]Wenxuan Ma, Jinming Zhang, Shuang Li, Chi Harold Liu, Yulin Wang, Wei Li:
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation. CoRR abs/2208.01195 (2022) - [i25]Guozheng Li, Runfei Li, Zicheng Wang, Chi Harold Liu, Min Lu, Guoren Wang:
HiTailor: Interactive Transformation and Visualization for Hierarchical Tabular Data. CoRR abs/2208.05821 (2022) - [i24]Mingjia Li, Binhui Xie, Shuang Li, Chi Harold Liu, Xinjing Cheng:
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions. CoRR abs/2211.12256 (2022) - [i23]Yaxin Luopan, Rui Han, Qinglong Zhang, Chi Harold Liu, Guoren Wang:
FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge. CoRR abs/2212.01738 (2022) - 2021
- [j62]Shuang Li, Chi Harold Liu, Qiuxia Lin, Qi Wen, Limin Su, Gao Huang, Zhengming Ding:
Deep Residual Correction Network for Partial Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43(7): 2329-2344 (2021) - [j61]Yinuo Zhao, Chi Harold Liu:
Social-Aware Incentive Mechanism for Vehicular Crowdsensing by Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 22(4): 2314-2325 (2021) - [j60]Rui Han, Chi Harold Liu, Shilin Li, Lydia Y. Chen, Guoren Wang, Jian Tang, Jieping Ye:
SlimML: Removing Non-Critical Input Data in Large-Scale Iterative Machine Learning. IEEE Trans. Knowl. Data Eng. 33(5): 2223-2236 (2021) - [j59]Chi Harold Liu, Zipeng Dai, Yinuo Zhao, Jon Crowcroft, Dapeng Wu, Kin K. Leung:
Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning. IEEE Trans. Mob. Comput. 20(1): 130-146 (2021) - [j58]Yu Wang, Chengzhe Piao, Chi Harold Liu, Chijin Zhou, Jian Tang:
Modeling User Interests With Online Social Network Influence by Memory Augmented Sequence Learning. IEEE Trans. Netw. Sci. Eng. 8(1): 541-554 (2021) - [j57]Rui Han, Shilin Li, Xiangwei Wang, Chi Harold Liu, Gaofeng Xin, Lydia Y. Chen:
Accelerating Gossip-Based Deep Learning in Heterogeneous Edge Computing Platforms. IEEE Trans. Parallel Distributed Syst. 32(7): 1591-1602 (2021) - [j56]Rui Han, Dong Li, Junyan Ouyang, Chi Harold Liu, Guoren Wang, Dapeng Wu, Lydia Y. Chen:
Accurate Differentially Private Deep Learning on the Edge. IEEE Trans. Parallel Distributed Syst. 32(9): 2231-2247 (2021) - [c58]Shuang Li, Fangrui Lv, Binhui Xie, Chi Harold Liu, Jian Liang, Chen Qin:
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation. AAAI 2021: 8455-8464 - [c57]Shuang Li, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Feng Qiao, Xinjing Cheng:
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition. CVPR 2021: 5212-5221 - [c56]Shuang Li, Jinming Zhang, Wenxuan Ma, Chi Harold Liu, Wei Li:
Dynamic Domain Adaptation for Efficient Inference. CVPR 2021: 7832-7841 - [c55]Shuang Li, Mixue Xie, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Wei Li:
Transferable Semantic Augmentation for Domain Adaptation. CVPR 2021: 11516-11525 - [c54]Tong Wu, Junshi Huang, Guangyu Gao, Xiaoming Wei, Xiaolin Wei, Xuan Luo, Chi Harold Liu:
Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation. CVPR 2021: 16765-16774 - [c53]Shuang Li, Mixue Xie, Fangrui Lv, Chi Harold Liu, Jian Liang, Chen Qin, Wei Li:
Semantic Concentration for Domain Adaptation. ICCV 2021: 9082-9091 - [c52]Chi Harold Liu, Chengzhe Piao, Xiaoxin Ma, Ye Yuan, Jian Tang, Guoren Wang, Kin K. Leung:
Modeling Citywide Crowd Flows using Attentive Convolutional LSTM. ICDE 2021: 217-228 - [c51]Botong Chang, Jiahe Zhang, Chi Harold Liu:
Passenger Payment Willingness Prediction by Static and Dynamic Multi-dimensional Ticket Attributes Fusion. ICPADS 2021: 106-113 - [c50]Zipeng Dai, Hao Wang, Chi Harold Liu, Rui Han, Jian Tang, Guoren Wang:
Mobile Crowdsensing for Data Freshness: A Deep Reinforcement Learning Approach. INFOCOM 2021: 1-10 - [c49]Hao Wang, Chi Harold Liu, Zipeng Dai, Jian Tang, Guoren Wang:
Energy-Efficient 3D Vehicular Crowdsourcing for Disaster Response by Distributed Deep Reinforcement Learning. KDD 2021: 3679-3687 - [c48]Shuang Li, Bingfeng Han, Zhenjie Yu, Chi Harold Liu, Kai Chen, Shuigen Wang:
I2V-GAN: Unpaired Infrared-to-Visible Video Translation. ACM Multimedia 2021: 3061-3069 - [c47]Rui Han, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Jian Tang, Lydia Y. Chen:
LegoDNN: block-grained scaling of deep neural networks for mobile vision. MobiCom 2021: 406-419 - [c46]Fangrui Lv, Jian Liang, Kaixiong Gong, Shuang Li, Chi Harold Liu, Han Li, Di Liu, Guoren Wang:
Pareto Domain Adaptation. NeurIPS 2021: 12917-12929 - [i22]Shuang Li, Binhui Xie, Qiuxia Lin, Chi Harold Liu, Gao Huang, Guoren Wang:
Generalized Domain Conditioned Adaptation Network. CoRR abs/2103.12339 (2021) - [i21]Shuang Li, Mixue Xie, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Wei Li:
Transferable Semantic Augmentation for Domain Adaptation. CoRR abs/2103.12562 (2021) - [i20]Shuang Li, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Feng Qiao, Xinjing Cheng:
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition. CoRR abs/2103.12579 (2021) - [i19]Shuang Li, Jinming Zhang, Wenxuan Ma, Chi Harold Liu, Wei Li:
Dynamic Domain Adaptation for Efficient Inference. CoRR abs/2103.16403 (2021) - [i18]Shuang Li, Binhui Xie, Bin Zang, Chi Harold Liu, Xinjing Cheng, Ruigang Yang, Guoren Wang:
Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation. CoRR abs/2105.05013 (2021) - [i17]Shuang Li, Bingfeng Han, Zhenjie Yu, Chi Harold Liu, Kai Chen, Shuigen Wang:
I2V-GAN: Unpaired Infrared-to-Visible Video Translation. CoRR abs/2108.00913 (2021) - [i16]Shuang Li, Mixue Xie, Fangrui Lv, Chi Harold Liu, Jian Liang, Chen Qin, Wei Li:
Semantic Concentration for Domain Adaptation. CoRR abs/2108.05720 (2021) - [i15]Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng:
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation. CoRR abs/2111.12940 (2021) - [i14]Wenxuan Ma, Jinming Zhang, Shuang Li, Chi Harold Liu, Yulin Wang, Wei Li:
Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation. CoRR abs/2111.12941 (2021) - [i13]Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang:
Active Learning for Domain Adaptation: An Energy-based Approach. CoRR abs/2112.01406 (2021) - [i12]Fangrui Lv, Jian Liang, Kaixiong Gong, Shuang Li, Chi Harold Liu, Han Li, Di Liu, Guoren Wang:
Pareto Domain Adaptation. CoRR abs/2112.04137 (2021) - [i11]Rui Han, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Jian Tang, Lydia Y. Chen:
LegoDNN: Block-grained Scaling of Deep Neural Networks for Mobile Vision. CoRR abs/2112.09852 (2021) - 2020
- [j55]Chengzhe Piao, Chi Harold Liu:
Energy-Efficient Mobile Crowdsensing by Unmanned Vehicles: A Sequential Deep Reinforcement Learning Approach. IEEE Internet Things J. 7(7): 6312-6324 (2020) - [j54]Rui Han, Chi Harold Liu, Shilin Li, Shilin Wen, Xue Liu:
Accelerating Deep Learning Systems via Critical Set Identification and Model Compression. IEEE Trans. Computers 69(7): 1059-1070 (2020) - [j53]Chi Harold Liu, Xiaoxin Ma, Xudong Gao, Jian Tang:
Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement Learning. IEEE Trans. Mob. Comput. 19(6): 1274-1285 (2020) - [j52]Yufeng Zhan, Chi Harold Liu, Yinuo Zhao, Jiang Zhang, Jian Tang:
Free Market of Multi-Leader Multi-Follower Mobile Crowdsensing: An Incentive Mechanism Design by Deep Reinforcement Learning. IEEE Trans. Mob. Comput. 19(10): 2316-2329 (2020) - [j51]Shuang Li, Chi Harold Liu, Limin Su, Binhui Xie, Zhengming Ding, C. L. Philip Chen, Dapeng Wu:
Discriminative Transfer Feature and Label Consistency for Cross-Domain Image Classification. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4842-4856 (2020) - [c45]Shuang Li, Chi Harold Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, Jian Tang:
Domain Conditioned Adaptation Network. AAAI 2020: 11386-11393 - [c44]Chi Harold Liu, Yinuo Zhao, Zipeng Dai, Ye Yuan, Guoren Wang, Dapeng Wu, Kin K. Leung:
Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach. ICDE 2020: 25-36 - [c43]Chi Harold Liu, Chengzhe Piao, Jian Tang:
Energy-Efficient UAV Crowdsensing with Multiple Charging Stations by Deep Learning. INFOCOM 2020: 199-208 - [c42]Chi Harold Liu, Zipeng Dai, Haoming Yang, Jian Tang:
Multi-Task-Oriented Vehicular Crowdsensing: A Deep Learning Approach. INFOCOM 2020: 1123-1132 - [c41]Shuang Li, Binhui Xie, Jiashu Wu, Ying Zhao, Chi Harold Liu, Zhengming Ding:
Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation. ACM Multimedia 2020: 3866-3874 - [i10]Shuang Li, Chi Harold Liu, Qiuxia Lin, Qi Wen, Limin Su, Gao Huang, Zhengming Ding:
Deep Residual Correction Network for Partial Domain Adaptation. CoRR abs/2004.04914 (2020) - [i9]Shuang Li, Chi Harold Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, Jian Tang:
Domain Conditioned Adaptation Network. CoRR abs/2005.06717 (2020) - [i8]Shuang Li, Binhui Xie, Jiashu Wu, Ying Zhao, Chi Harold Liu, Zhengming Ding:
Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation. CoRR abs/2008.01677 (2020) - [i7]Shuang Li, Fangrui Lv, Binhui Xie, Chi Harold Liu, Jian Liang, Chen Qin:
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation. CoRR abs/2012.06995 (2020)
2010 – 2019
- 2019
- [j50]Lewis Nkenyereye, Chi Harold Liu, JaeSeung Song:
Towards secure and privacy preserving collision avoidance system in 5G fog based Internet of Vehicles. Future Gener. Comput. Syst. 95: 488-499 (2019) - [j49]Chi Harold Liu, Zheyu Chen, Yufeng Zhan:
Energy-Efficient Distributed Mobile Crowd Sensing: A Deep Learning Approach. IEEE J. Sel. Areas Commun. 37(6): 1262-1276 (2019) - [j48]Charith Perera, Athman Bouguettaya, Salil S. Kanhere, Chi Harold Liu:
Guest Editorial: Introduction to the Special Section on Sensor Data Computing as a Service in Internet of Things. IEEE Trans. Emerg. Top. Comput. 7(2): 311-313 (2019) - [j47]Chi Harold Liu, Qiuxia Lin, Shilin Wen:
Blockchain-Enabled Data Collection and Sharing for Industrial IoT With Deep Reinforcement Learning. IEEE Trans. Ind. Informatics 15(6): 3516-3526 (2019) - [j46]Chi Harold Liu, Jie Xu, Jian Tang, Jon Crowcroft:
Social-Aware Sequential Modeling of User Interests: A Deep Learning Approach. IEEE Trans. Knowl. Data Eng. 31(11): 2200-2212 (2019) - [j45]Liang Wang, Zhiwen Yu, Daqing Zhang, Bin Guo, Chi Harold Liu:
Heterogeneous Multi-Task Assignment in Mobile Crowdsensing Using Spatiotemporal Correlation. IEEE Trans. Mob. Comput. 18(1): 84-97 (2019) - [j44]Hui Gao, Chi Harold Liu, Jian Tang, Dejun Yang, Pan Hui, Wendong Wang:
Online Quality-Aware Incentive Mechanism for Mobile Crowd Sensing with Extra Bonus. IEEE Trans. Mob. Comput. 18(11): 2589-2603 (2019) - [j43]Rui Han, Chi Harold Liu, Zan Zong, Lydia Y. Chen, Wending Liu, Siyi Wang, Jianfeng Zhan:
Workload-Adaptive Configuration Tuning for Hierarchical Cloud Schedulers. IEEE Trans. Parallel Distributed Syst. 30(12): 2879-2895 (2019) - [c40]Ziming Liu, Guangyu Gao, A. Kai Qin, Tong Wu, Chi Harold Liu:
Action Recognition with Bootstrapping based Long-range Temporal Context Attention. ACM Multimedia 2019: 583-591 - [c39]Shuang Li, Chi Harold Liu, Binhui Xie, Limin Su, Zhengming Ding, Gao Huang:
Joint Adversarial Domain Adaptation. ACM Multimedia 2019: 729-737 - 2018
- [j42]Tao Liu, Chi Harold Liu, Wendong Wang, Xiangyang Gong, Xirong Que, Shiduan Cheng:
USA: Faster update for SDN-based internet of things sensory environments. Comput. Commun. 120: 80-92 (2018) - [j41]Hui Gao, Chi Harold Liu, Wendong Wang:
Hybrid Vehicular Crowdsourcing With Driverless Cars: Challenges and a Solution. Computer 51(12): 24-31 (2018) - [j40]Zheyu Chen, Chi Harold Liu, Runan Wang:
Learning to Navigate Connected Autonomous Cars for Long-Term Communication Coverage. IT Prof. 20(6): 46-53 (2018) - [j39]Chi Harold Liu, Zheyu Chen, Jian Tang, Jie Xu, Chengzhe Piao:
Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. 36(9): 2059-2070 (2018) - [j38]Guangyu Gao, Cen Han, Kun Ma, Chi Harold Liu, Gangyi Ding, Erwu Liu:
Optimal feature combination analysis for crowd saliency prediction. J. Vis. Commun. Image Represent. 50: 1-8 (2018) - [j37]Bo Zhang, Chi Harold Liu, Jian Tang, Zhiyuan Xu, Jian Ma, Wendong Wang:
Learning-Based Energy-Efficient Data Collection by Unmanned Vehicles in Smart Cities. IEEE Trans. Ind. Informatics 14(4): 1666-1676 (2018) - [j36]Mei Wang, Ke Zhai, Chi Harold Liu, Yujie Li:
A Mobile Computing Method Using CNN and SR for Signature Authentication with Contour Damage and Light Distortion. Wirel. Commun. Mob. Comput. 2018: 5412925:1-5412925:10 (2018) - [c38]Zhiyuan Xu, Jian Tang, Jingsong Meng, Weiyi Zhang, Yanzhi Wang, Chi Harold Liu, Dejun Yang:
Experience-driven Networking: A Deep Reinforcement Learning based Approach. INFOCOM 2018: 1871-1879 - [i6]