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ORCIDPengyuan Zhou
Person information
- affiliation: University of Science and Technology of China, China
- affiliation (PostDoc 2021): University of Helsinki, Department of Computer Science, Finland
- affiliation (PhD): University of Helsinki, Department of Computer Science, Finland
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2020 – today
- 2024
[j11]Jingru Duan
, Yanbin Hao, Bin Zhu, Lechao Cheng, Pengyuan Zhou, Xiang Wang:
Efficient Unsupervised Video Hashing With Contextual Modeling and Structural Controlling. IEEE Trans. Multim. 26: 7438-7450 (2024)- [j10]Hao Ai, Zidong Cao, Haonan Lu, Chen Chen, Jian Ma, Pengyuan Zhou, Tae-Kyun Kim, Pan Hui, Lin Wang:
Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via Transformer-Based 360° Image Outpainting. IEEE Trans. Vis. Comput. Graph. 30(5): 2734-2744 (2024) - [c23]Jiangnan Xu, Konstantinos Papangelis, Garreth W. Tigwell, Nicolas J. LaLone, Pengyuan Zhou, Michael Saker, Alan Chamberlain, John Dunham, Sanzida Mojib Luna, David I. Schwartz:
Spatial Computing: Defining the Vision for the Future. CHI Extended Abstracts 2024: 583:1-583:4 - [c22]Botao Xiong, Nan Li, Yong Liao, Pengyuan Zhou:
Gamified Alzheimer's Disease Diagnosis via Virtual Reality. VR Workshops 2024: 1182-1183 - [i45]Qinglong Huang, Yong Liao, Yanbin Hao, Pengyuan Zhou:
Noise-NeRF: Hide Information in Neural Radiance Fields using Trainable Noise. CoRR abs/2401.01216 (2024) - [i44]Hao Ai, Zidong Cao, Haonan Lu, Chen Chen, Jian Ma, Pengyuan Zhou, Tae-Kyun Kim, Pan Hui, Lin Wang:
Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via Transformer-Based 360 Image Outpainting. CoRR abs/2401.10564 (2024) - [i43]Xu Zheng, Pengyuan Zhou, Athanasios V. Vasilakos, Lin Wang:
Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation. CoRR abs/2403.12505 (2024) - [i42]Haoran Li, Haolin Shi, Wenli Zhang, Wenjun Wu, Yong Liao, Lin Wang, Lik-Hang Lee, Pengyuan Zhou:
DreamScene: 3D Gaussian-based Text-to-3D Scene Generation via Formation Pattern Sampling. CoRR abs/2404.03575 (2024) - [i41]Buyun He, Yingguang Yang, Qi Wu, Hao Liu, Renyu Yang, Hao Peng, Xiang Wang, Yong Liao, Pengyuan Zhou:
BotDGT: Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers. CoRR abs/2404.15070 (2024) - [i40]Pengyuan Zhou, Lin Wang, Zhi Liu, Yanbin Hao, Pan Hui, Sasu Tarkoma, Jussi Kangasharju:
A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming. CoRR abs/2404.16038 (2024) - [i39]Xu Zheng, Pengyuan Zhou, Athanasios V. Vasilakos, Lin Wang:
360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes. CoRR abs/2404.16501 (2024) - [i38]Wei Tang, Yixin Cao, Jiahao Ying, Bo Wang, Yuyue Zhao, Yong Liao, Pengyuan Zhou:
A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential. CoRR abs/2406.03963 (2024) - [i37]Reza Hadi Mogavi, Juhyung Son, Simin Yang, Derrick M. Wang, Lydia Choong, Ahmad Alhilal, Pengyuan Zhou, Pan Hui, Lennart E. Nacke:
The Jade Gateway to Exergaming: How Socio-Cultural Factors Shape Exergaming Among East Asian Older Adults. CoRR abs/2407.10053 (2024) - 2023
- [j9]Bo Han, Tristan Braud, Mario Di Francesco, Maria Gorlatova, Luyang Liu, Gábor Sörös, Pengyuan Zhou:
Guest Editorial: Networking Challenges and Opportunities for Multi-UserXR and the Metaverse. IEEE Netw. 37(4): 10-11 (2023) - [j8]Jie Li, Huiyu Wang, Zhi Liu, Pengyuan Zhou, Xianfu Chen, Qiyue Li, Richang Hong:
Toward Optimal Real-Time Volumetric Video Streaming: A Rolling Optimization and Deep Reinforcement Learning Based Approach. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7870-7883 (2023) - [j7]Pengyuan Zhou, Lik-Hang Lee, Zhi Liu, Hang Qiu, Tristan Braud, Aaron Yi Ding, Sasu Tarkoma, Pan Hui:
Metaverse for Connected and Automated Vehicles and Intelligent Transportation Systems [From the Guest Editors]. IEEE Veh. Technol. Mag. 18(4): 19-21 (2023) - [c21]Shuhao Fu, Yong Liao, Pengyuan Zhou:
Training ChatGPT-like Models with In-network Computation. APNet 2023: 206-207 - [c20]Xiaolu Chen, Jie Bao, Pengyuan Zhou, Yong Liao:
Hierarchical Privacy-Preserved Knowledge Graph. ICDCS 2023: 1-2 - [c19]Qinglang Guo, Xiaolu Chen, Pengyuan Zhou, Yong Liao:
Cross-Domain Data Extraction and Knowledge Graph Construction for Dispute Analysis. ICDCS 2023: 959-960 - [c18]Hengwei Xu, Pengyuan Zhou, Haiyong Xie, Yong Liao:
Mercury: Fast and Optimal Device Placement for Large Deep Learning Models. ICPP 2023: 412-422 - [c17]Yuchen Ding, Pengyuan Zhou:
Demo: Near Real-time ChatGPT-AR. MobiSys 2023: 608-609 - [c16]Yingguang Yang, Renyu Yang, Hao Peng, Yangyang Li, Tong Li, Yong Liao, Pengyuan Zhou:
FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection. WWW 2023: 1314-1323 - [i36]Yihang Lin, Pengyuan Zhou, Zhiqian Wu, Yong Liao:
Mitigating Backdoors in Federated Learning with FLD. CoRR abs/2303.00302 (2023) - [i35]Yingguang Yang, Renyu Yang, Hao Peng, Yangyang Li, Tong Li, Yong Liao, Pengyuan Zhou:
FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection. CoRR abs/2303.07113 (2023) - [i34]Haoran Li, Pengyuan Zhou, Yihang Lin, Yanbin Hao, Haiyong Xie, Yong Liao:
TKN: Transformer-based Keypoint Prediction Network For Real-time Video Prediction. CoRR abs/2303.09807 (2023) - [i33]Pengyuan Zhou:
Unleashing ChatGPT on the Metaverse: Savior or Destroyer? CoRR abs/2303.13856 (2023) - [i32]Yao Lu, Pengyuan Zhou, Yong Liao, Haiyong Xie:
Spatiotemporal and Semantic Zero-inflated Urban Anomaly Prediction. CoRR abs/2304.01569 (2023) - [i31]Lik-Hang Lee, Pengyuan Zhou, Chaoning Zhang, Simo Hosio:
What if we have Meta GPT? From Content Singularity to Human-Metaverse Interaction in AIGC Era. CoRR abs/2304.07521 (2023) - [i30]Reza Hadi Mogavi, Chao Deng, Justin Juho Kim, Pengyuan Zhou, Young D. Kwon, Ahmed Hosny Saleh Metwally, Ahmed Tlili, Simone Bassanelli, Antonio Bucchiarone, Sujit Gujar, Lennart E. Nacke, Pan Hui:
Exploring User Perspectives on ChatGPT: Applications, Perceptions, and Implications for AI-Integrated Education. CoRR abs/2305.13114 (2023) - [i29]Yao Tian, Chengwei Tong, Lik-Hang Lee, Reza Hadi Mogavi, Yong Liao, Pengyuan Zhou:
Last Week with ChatGPT: A Weibo Study on Social Perspective regarding ChatGPT for Education and Beyond. CoRR abs/2306.04325 (2023) - [i28]Haojie Wu, Pan Hui, Pengyuan Zhou:
Deepfake in the Metaverse: An Outlook Survey. CoRR abs/2306.07011 (2023) - [i27]Qi Wu, Yingguang Yang, Buyun He, Hao Liu, Xiang Wang, Yong Liao, Renyu Yang, Pengyuan Zhou:
Heterophily-aware Social Bot Detection with Supervised Contrastive Learning. CoRR abs/2306.07478 (2023) - [i26]Rui Jin, Lin Huang, Jikang Duan, Wei Zhao, Yong Liao, Pengyuan Zhou:
How Secure is Your Website? A Comprehensive Investigation on CAPTCHA Providers and Solving Services. CoRR abs/2306.07543 (2023) - [i25]Yan Shi, Yao Tian, Chengwei Tong, Chunyan Zhu, Qianqian Li, Mengzhu Zhang, Wei Zhao, Yong Liao, Pengyuan Zhou:
Detect Depression from Social Networks with Sentiment Knowledge Sharing. CoRR abs/2306.14903 (2023) - [i24]Linxin Song, Jieyu Zhang, Lechao Cheng, Pengyuan Zhou, Tianyi Zhou, Irene Li:
NLPBench: Evaluating Large Language Models on Solving NLP Problems. CoRR abs/2309.15630 (2023) - [i23]Xu Zheng, Yunhao Luo, Pengyuan Zhou, Lin Wang:
Distilling Efficient Vision Transformers from CNNs for Semantic Segmentation. CoRR abs/2310.07265 (2023) - [i22]Haoran Li, Long Ma, Yong Liao, Lechao Cheng, Yanbin Hao, Pengyuan Zhou:
3D-GOI: 3D GAN Omni-Inversion for Multifaceted and Multi-object Editing. CoRR abs/2311.12050 (2023) - [i21]Jie Li, Zhixin Li, Zhi Liu, Pengyuan Zhou, Richang Hong, Qiyue Li, Han Hu:
Viewport Prediction for Volumetric Video Streaming by Exploring Video Saliency and Trajectory Information. CoRR abs/2311.16462 (2023) - [i20]Siqing Zhang, Yong Liao, Pengyuan Zhou:
Towards Efficient Secure Aggregation in FL: Partial Vector Freezing for Cost Compression. CoRR abs/2312.04920 (2023) - [i19]Siqing Zhang, Yong Liao, Pengyuan Zhou:
AHSecAgg and TSKG: Lightweight Secure Aggregation for Federated Learning Without Compromise. CoRR abs/2312.04937 (2023) - [i18]Rui Jin, Yong Liao, Pengyuan Zhou:
User Authentication and Identity Inconsistency Detection via Mouse-trajectory Similarity Measurement. CoRR abs/2312.10273 (2023) - [i17]Xiaorui Jiang, Hengwei Xu, Yu Gao, Yong Liao, Pengyuan Zhou:
Take History as a Mirror in Heterogeneous Federated Learning. CoRR abs/2312.10425 (2023) - [i16]Wei Tang, Zhiqian Wu, Yixin Cao, Yong Liao, Pengyuan Zhou:
FedMKGC: Privacy-Preserving Federated Multilingual Knowledge Graph Completion. CoRR abs/2312.10645 (2023) - [i15]Kun Lan, Haoran Li, Haolin Shi, Wenjun Wu, Yong Liao, Lin Wang, Pengyuan Zhou:
2D-Guided 3D Gaussian Segmentation. CoRR abs/2312.16047 (2023) - 2022
- [j6]Pengyuan Zhou, Hengwei Xu, Lik Hang Lee, Pei Fang, Pan Hui:
Are You Left Out?: An Efficient and Fair Federated Learning for Personalized Profiles on Wearable Devices of Inferior Networking Conditions. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(2): 91:1-91:25 (2022) - [j5]Wenxiao Zhang, Sikun Lin, Farshid Hassani Bijarbooneh, Hao Fei Cheng, Tristan Braud, Pengyuan Zhou, Lik-Hang Lee, Pan Hui:
EdgeXAR: A 6-DoF Camera Multi-target Interaction Framework for MAR with User-friendly Latency Compensation. Proc. ACM Hum. Comput. Interact. 6(EICS): 152:1-152:24 (2022) - [j4]Yilei Liang, Pranvera Kortoçi, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft:
Federated split GANs for collaborative training with heterogeneous devices. Softw. Impacts 14: 100436 (2022) - [j3]Pengyuan Zhou, Pranvera Kortoçi, Yui-Pan Yau, Benjamin Finley, Xiujun Wang, Tristan Braud, Lik-Hang Lee, Sasu Tarkoma, Jussi Kangasharju, Pan Hui:
AICP: Augmented Informative Cooperative Perception. IEEE Trans. Intell. Transp. Syst. 23(11): 22505-22518 (2022) - [c15]Pranvera Kortoçi, Yilei Liang, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft:
Federated split GANs. FedEdge@MobiCom 2022: 25-30 - [c14]Mingjie Sun, Pengyuan Zhou, Hui Tian, Yong Liao, Haiyong Xie:
Spatial-Temporal Attention Network for Crime Prediction with Adaptive Graph Learning. ICANN (2) 2022: 656-669 - [c13]Yanbin Hao, Jingru Duan, Hao Zhang, Bin Zhu, Pengyuan Zhou, Xiangnan He:
Unsupervised Video Hashing with Multi-granularity Contextualization and Multi-structure Preservation. ACM Multimedia 2022: 3754-3763 - [i14]Pengyuan Zhou, Benjamin Finley, Lik-Hang Lee, Yong Liao, Haiyong Xie, Pan Hui:
Towards User-Centered Metrics for Trustworthy AI in Immersive Cyberspace. CoRR abs/2203.03718 (2022) - [i13]Lik-Hang Lee, Pengyuan Zhou, Tristan Braud, Pan Hui:
What is the Metaverse? An Immersive Cyberspace and Open Challenges. CoRR abs/2206.03018 (2022) - [i12]Anish K. Vallapuram, Pengyuan Zhou, Young D. Kwon, Lik Hang Lee, Hengwei Xu, Pan Hui:
HideNseek: Federated Lottery Ticket via Server-side Pruning and Sign Supermask. CoRR abs/2206.04385 (2022) - [i11]Pranvera Kortoçi, Yilei Liang, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft:
Federated Split GANs. CoRR abs/2207.01750 (2022) - [i10]Yu Gao, Zhi Liu, Bo Han, Pan Hui, Pengyuan Zhou:
FRAS: Federated Reinforcement Learning empowered Adaptive Point Cloud Video Streaming. CoRR abs/2207.07394 (2022) - [i9]Hengwei Xu, Yong Liao, Haiyong Xie, Pengyuan Zhou:
Celeritas: Fast Optimizer for Large Dataflow Graphs. CoRR abs/2208.00184 (2022) - [i8]Pengyuan Zhou, Jinjing Zhu, Yiting Wang, Yunfan Lu, Zixiang Wei, Haolin Shi, Yuchen Ding, Yu Gao, Qinglong Huang, Yan Shi, Ahmad Yousef Alhilal, Lik-Hang Lee, Tristan Braud, Pan Hui, Lin Wang:
Vetaverse: Technologies, Applications, and Visions toward the Intersection of Metaverse, Vehicles, and Transportation Systems. CoRR abs/2210.15109 (2022) - 2021
- [j2]Pengyuan Zhou, Xianfu Chen, Zhi Liu, Tristan Braud, Pan Hui, Jussi Kangasharju:
DRLE: Decentralized Reinforcement Learning at the Edge for Traffic Light Control in the IoV. IEEE Trans. Intell. Transp. Syst. 22(4): 2262-2273 (2021) - [c12]Aleksandr Zavodovski, Lorenzo Corneo, Andreas Johnsson, Nitinder Mohan, Suzan Bayhan, Pengyuan Zhou, Walter Wong, Jussi Kangasharju:
Decentralizing Computation with Edge Computing: Potential and Challenges. IWCI@CoNEXT 2021: 34-36 - [i7]Pengyuan Zhou, Benjamin Finley, Xuebing Li, Sasu Tarkoma, Jussi Kangasharju, Mostafa H. Ammar, Pan Hui:
5G MEC Computation Handoff for Mobile Augmented Reality. CoRR abs/2101.00256 (2021) - [i6]Pengyuan Zhou, Pranvera Kortoçi, Yui-Pan Yau, Tristan Braud, Xiujun Wang, Benjamin Finley, Lik-Hang Lee, Sasu Tarkoma, Jussi Kangasharju, Pan Hui:
Augmented Informative Cooperative Perception. CoRR abs/2101.05508 (2021) - [i5]Pengyuan Zhou, Pei Fang, Pan Hui:
Loss Tolerant Federated Learning. CoRR abs/2105.03591 (2021) - [i4]Lik-Hang Lee, Tristan Braud, Pengyuan Zhou, Lin Wang, Dianlei Xu, Zijun Lin, Abhishek Kumar, Carlos Bermejo, Pan Hui:
All One Needs to Know about Metaverse: A Complete Survey on Technological Singularity, Virtual Ecosystem, and Research Agenda. CoRR abs/2110.05352 (2021) - [i3]Wenxiao Zhang, Sikun Lin, Farshid Hassani Bijarbooneh, Hao Fei Cheng, Tristan Braud, Pengyuan Zhou, Lik-Hang Lee, Pan Hui:
EdgeXAR: A 6-DoF Camera Multi-target Interaction Framework for MAR with User-friendly Latency Compensation. CoRR abs/2111.05173 (2021) - 2020
- [b1]Pengyuan Zhou:
Edge-Facilitated Mobile Computing and Communication. University of Helsinki, Finland, 2020 - [j1]Pengyuan Zhou, Tristan Braud, Aleksandr Zavodovski, Zhi Liu, Xianfu Chen, Pan Hui, Jussi Kangasharju:
Edge-Facilitated Augmented Vision in Vehicle-to-Everything Networks. IEEE Trans. Veh. Technol. 69(10): 12187-12201 (2020) - [c11]Walter Wong, Lorenzo Corneo, Aleksandr Zavodovski, Pengyuan Zhou, Nitinder Mohan, Jussi Kangasharju:
Bricklayer: Resource Composition on the Spot Market. ICC 2020: 1-7 - [c10]Tristan Braud, Pengyuan Zhou, Jussi Kangasharju, Pan Hui:
Multipath Computation Offloading for Mobile Augmented Reality. PerCom 2020: 1-10 - [i2]Jacky Cao, Xiang Su, Benjamin Finley, Pengyuan Zhou, Pan Hui:
Evaluating Transport Protocols on 5G for Mobile Augmented Reality. CoRR abs/2006.02859 (2020) - [i1]Pengyuan Zhou, Xianfu Chen, Zhi Liu, Tristan Braud, Pan Hui, Jussi Kangasharju:
DRLE: Decentralized Reinforcement Learning at the Edge for Traffic Light Control. CoRR abs/2009.01502 (2020)
2010 – 2019
- 2019
- [c9]Aleksandr Zavodovski, Suzan Bayhan, Nitinder Mohan, Pengyuan Zhou, Walter Wong, Jussi Kangasharju:
DeCloud: Truthful Decentralized Double Auction for Edge Clouds. ICDCS 2019: 2157-2167 - [c8]Pengyuan Zhou, Wenxiao Zhang, Tristan Braud, Pan Hui, Jussi Kangasharju:
Enhanced Augmented Reality Applications in Vehicle-to-Edge Networks. ICIN 2019: 167-174 - [c7]Walter Wong, Aleksandr Zavodovski, Pengyuan Zhou, Jussi Kangasharju:
Container deployment strategy for edge networking. MECC@Middleware 2019: 1-6 - [c6]Pengyuan Zhou, Tristan Braud, Ahmad Yousef Alhilal, Pan Hui, Jussi Kangasharju:
ERL: Edge Based Reinforcement Learning for Optimized Urban Traffic Light Control. PerCom Workshops 2019: 849-854 - 2018
- [c5]Nitinder Mohan, Aleksandr Zavodovski, Pengyuan Zhou, Jussi Kangasharju:
Anveshak: Placing Edge Servers In The Wild. MECOMM@SIGCOMM 2018: 7-12 - [c4]Pengyuan Zhou, Wenxiao Zhang, Tristan Braud, Pan Hui, Jussi Kangasharju:
ARVE: Augmented Reality Applications in Vehicle to Edge Networks. MECOMM@SIGCOMM 2018: 25-30 - 2017
- [c3]Nitinder Mohan, Pengyuan Zhou, Keerthana Govindaraj, Jussi Kangasharju:
Grouping Computational Data in Resource Caches of Edge-Fog Cloud. CCB@EuroSys 2017: 8:1-8:2 - [c2]Nitinder Mohan, Pengyuan Zhou, Keerthana Govindaraj, Jussi Kangasharju:
Managing Data in Computational Edge Clouds. MECOMM@SIGCOMM 2017: 19-24 - 2016
- [c1]Pengyuan Zhou, Jussi Kangasharju:
Profiling and Grouping Users to Edge Resources According to User Interest Similarity. CAN@CoNEXT 2016: 43-48
Coauthor Index
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