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ORCIDPan Zhou 0001
Person information
- affiliation: Huazhong University of Science and Technology, School of Cyber Science and Engineering, Hubei Engineering Research Center on Big Data Security, Wuhan, China
- affiliation: Huazhong University of Science and Technology, School of Electrical and Information Communications, Wuhan, China
- affiliation (PhD 2011): Georgia Institute of Technology (Georgia Tech), School of Electrical and Computer Engineering, Atlanta, GA, USA
- affiliation (until 2008): Huazhong University of Science and Technology, Department of Electronics and Information Engineering, Wuhan, China
Other persons with the same name
- Pan Zhou — disambiguation page
- Pan Zhou 0002
![[0000-0003-3400-8943]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-3400-8943")
— Singapore Management University, School of Computing and Information Systems, Singapore (and 2 more) - Pan Zhou 0003 — University of Electronic Science and Technology of China, Chengdu, China
- Pan Zhou 0004 — Jiangsu Automation Research Institute, Lianyungang, China
- Pan Zhou 0005 — North China Electric Power University, Department of Electrical and Electronic Engineering, Beijing, China
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2020 – today
- 2025
[j171]Binghao Pan, Wensheng Liu, Pan Zhou, Dapeng Oliver Wu:
Predicting the Compressive Strength of Recycled Concrete Using Ensemble Learning Model. IEEE Access 13: 2958-2969 (2025)- [j170]Lin Wu, Yulai Xie, Shixun Zhao, Pan Zhou, Dan Feng, Avani Wildani, Yafeng Wu:
Efficient intrusion detection via heterogeneous graph attention networks and parallel provenance analysis. Comput. Networks 270: 111552 (2025) - [j169]Ling Liu, Wang Xu, Pan Zhou, Xiaoqiong Xu, Xi Chen, Hongfang Yu, Gang Sun:
Optimizing global parameter synchronization for geo-distributed machine learning in reconfigurable optical wide area networks. Neurocomputing 652: 131025 (2025) - [j168]Wen Zhang, Haitao Fu, Huan Wang, Zhiguo Gong, Pan Zhou, Di Wang:
3A Multi-Classification Division-Aggregation Framework for Fake News Detection. IEEE Trans. Big Data 11(1): 130-140 (2025) - [j167]Jianfeng Lu, Hangjian Zhang, Pan Zhou, Xiong Wang, Chen Wang, Dapeng Oliver Wu:
FedLaw: Value-Aware Federated Learning With Individual Fairness and Coalition Stability. IEEE Trans. Emerg. Top. Comput. Intell. 9(1): 1049-1062 (2025) - [j166]Ziming Wang, Jing Li, He Xue, Wenzheng Xu, Weifa Liang, Zichuan Xu, Jian Peng, Pan Zhou, Xiaohua Jia, Sajal K. Das:
Approximation Algorithm and Applications for Connected Submodular Function Maximization Problems. IEEE Trans. Netw. 33(1): 241-254 (2025) - [c133]Xiang Fang, Wanlong Fang, Changshuo Wang, Daizong Liu, Keke Tang, Jianfeng Dong, Pan Zhou, Beibei Li:
Multi-Pair Temporal Sentence Grounding via Multi-Thread Knowledge Transfer Network. AAAI 2025: 2915-2923 - [c132]Ao Liu, Wenshan Li, Tao Li, Beibei Li, Guangquan Xu, Pan Zhou, Wengang Ma, Hanyuan Huang:
Graph Agent Network: Empowering Nodes with Inference Capabilities for Adversarial Resilience. AAAI 2025: 18746-18753 - [c131]Ao Liu, Wenshan Li, Beibei Li, Wengang Ma, Tao Li, Pan Zhou:
Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending Against Poisoning Attacks. AAAI 2025: 18754-18762 - [c130]Chenxi Dai, Lin Lu, Pan Zhou:
Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack. ACL (1) 2025: 14539-14551 - [c129]Mingmeng Geng, Caixi Chen, Yanru Wu, Yao Wan, Pan Zhou, Dongping Chen:
The Impact of Large Language Models in Academia: from Writing to Speaking. ACL (Findings) 2025: 19303-19319 - [c128]Zenghui Yuan, Yangming Xu, Jiawen Shi, Pan Zhou, Lichao Sun:
Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models. ACL (1) 2025: 32688-32703 - [c127]Zenghui Yuan, Jiawen Shi, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun:
BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models. CVPR 2025: 29927-29936 - [c126]Xiaowen Cai, Daizong Liu, Runwei Guan, Pan Zhou:
Imperceptible Transfer Attack on Large Vision-Language Models. ICASSP 2025: 1-5 - [c125]Wenzheng Xu, Honglin Mao, Heng Shao, Weifa Liang, Jian Peng, Wen Huang, Zichuan Xu, Pan Zhou, Jeffrey Xu Yu:
An Adaptive Sampling Algorithm for the Top-$K$ Group Betweenness Centrality. ICDE 2025: 170-182 - [c124]Dongping Chen, Ruoxi Chen, Shu Pu, Zhaoyi Liu, Yanru Wu, Caixi Chen, Benlin Liu, Yue Huang, Yao Wan, Pan Zhou, Ranjay Krishna:
Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment. ICLR 2025 - [c123]Dongping Chen, Yue Huang, Siyuan Wu, Jingyu Tang, Huichi Zhou, Qihui Zhang, Zhigang He, Yilin Bai, Chujie Gao, Liuyi Chen, Yiqiang Li, Chenlong Wang, Yue Yu, Tianshuo Zhou, Zhen Li, Yi Gui, Yao Wan, Pan Zhou, Jianfeng Gao, Lichao Sun:
GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding. ICLR 2025 - [c122]Yutong Zhang, Lixing Chen, Shenghong Li, Nan Cao, Yang Shi, Jiaxin Ding, Zhe Qu, Pan Zhou, Yang Bai:
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph. KDD (1) 2025: 1996-2007 - [i121]Lin Zhang, Wenshuo Dong, Zhuoran Zhang, Shu Yang, Lijie Hu, Ninghao Liu, Pan Zhou, Di Wang:
EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification. CoRR abs/2502.06852 (2025) - [i120]Chenxi Dai, Lin Lu, Pan Zhou:
Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack. CoRR abs/2502.16086 (2025) - [i119]Liping Lu, Zhican He, Duanfeng Chu, Rukang Wang, Saiqian Peng, Pan Zhou:
ConvoyLLM: Dynamic Multi-Lane Convoy Control Using LLMs. CoRR abs/2502.17529 (2025) - [i118]Yisen Li, Lingfeng Yang, Wenxuan Shen, Pan Zhou, Yao Wan, Weiwei Lin, Dongping Chen:
CrowdSelect: Synthetic Instruction Data Selection with Multi-LLM Wisdom. CoRR abs/2503.01836 (2025) - [i117]Guiyao Tie, Zeli Zhao, Dingjie Song, Fuyang Wei, Rong Zhou, Yurou Dai, Wen Yin, Zhejian Yang, Jiangyue Yan, Yao Su, Zhenhan Dai, Yifeng Xie, Yihan Cao, Lichao Sun, Pan Zhou, Lifang He, Hechang Chen, Yu Zhang, Qingsong Wen, Tianming Liu, Neil Zhenqiang Gong, Jiliang Tang, Caiming Xiong, Heng Ji, Philip S. Yu, Jianfeng Gao:
A Survey on Post-training of Large Language Models. CoRR abs/2503.06072 (2025) - [i116]Yinuo Liu, Zenghui Yuan, Guiyao Tie, Jiawen Shi, Pan Zhou, Lichao Sun, Neil Zhenqiang Gong:
Poisoned-MRAG: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation. CoRR abs/2503.06254 (2025) - [i115]Xueyang Zhou, Guiyao Tie, Guowen Zhang, Weidong Wang, Zhigang Zuo, Di Wu, Duanfeng Chu, Pan Zhou, Lichao Sun, Neil Zhenqiang Gong:
Large Reasoning Models in Agent Scenarios: Exploring the Necessity of Reasoning Capabilities. CoRR abs/2503.11074 (2025) - [i114]Zenghui Yuan, Jiawen Shi, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun:
BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models. CoRR abs/2503.16023 (2025) - [i113]Jiawen Shi, Zenghui Yuan, Guiyao Tie, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun:
Prompt Injection Attack to Tool Selection in LLM Agents. CoRR abs/2504.19793 (2025) - [i112]Guiyao Tie, Xueyang Zhou, Tianhe Gu, Ruihang Zhang, Chaoran Hu, Sizhe Zhang, Mengqu Sun, Yan Zhang, Pan Zhou, Lichao Sun:
MMMR: Benchmarking Massive Multi-Modal Reasoning Tasks. CoRR abs/2505.16459 (2025) - [i111]Xueyang Zhou, Guiyao Tie, Guowen Zhang, Hechang Wang, Pan Zhou, Lichao Sun:
BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization. CoRR abs/2505.16640 (2025) - [i110]Xueyang Zhou, Weidong Wang, Lin Lu, Jiawen Shi, Guiyao Tie, Yongtian Xu, Lixing Chen, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun:
Automating Safety Enhancement for LLM-based Agents with Synthetic Risk Scenarios. CoRR abs/2505.17735 (2025) - [i109]Zhejian Yang, Yongchao Chen, Xueyang Zhou, Jiangyue Yan, Dingjie Song, Yinuo Liu, Yuting Li, Yu Zhang, Pan Zhou, Hechang Chen, Lichao Sun:
Agentic Robot: A Brain-Inspired Framework for Vision-Language-Action Models in Embodied Agents. CoRR abs/2505.23450 (2025) - [i108]Zenghui Yuan, Yangming Xu, Jiawen Shi, Pan Zhou, Lichao Sun:
Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models. CoRR abs/2505.23561 (2025) - [i107]Haijian Ma, Daizong Liu, Xiaowen Cai, Pan Zhou, Yulai Xie:
Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation. CoRR abs/2508.18148 (2025) - [i106]Zhaoyang Chu, Yao Wan, Zhikun Zhang, Di Wang, Zhou Yang, Hongyu Zhang, Pan Zhou, Xuanhua Shi, Hai Jin, David Lo:
Scrub It Out! Erasing Sensitive Memorization in Code Language Models via Machine Unlearning. CoRR abs/2509.13755 (2025) - 2024
- [j165]Binbin Hu, Pan Zhou, Hongfang Yu, Yueyue Dai, Ming Wang, Shengbo Tan, Ying Sun:
LeaNet: Lightweight U-shaped architecture for high-performance skin cancer image segmentation. Comput. Biol. Medicine 169: 107919 (2024) - [j164]Wenhao Ren, Zichuan Xu, Weifa Liang, Haipeng Dai, Omer F. Rana, Pan Zhou, Qiufen Xia, Haozhe Ren, Mingchu Li, Guowei Wu:
Learning-driven service caching in MEC networks with bursty data traffic and uncertain delays. Comput. Networks 250: 110575 (2024) - [j163]Wei Jiang, Hao Jiang, Yulai Xie, Jing Wu, Xiaofan He, Hao Li, Pan Zhou:
SatShield: In-Network Mitigation of Link Flooding Attacks for LEO Constellation Networks. IEEE Internet Things J. 11(16): 27340-27355 (2024) - [j162]Zichuan Xu, Lin Wang, Weifa Liang, Qiufen Xia, Wenzheng Xu, Pan Zhou, Omer F. Rana:
Age-Aware Data Selection and Aggregator Placement for Timely Federated Continual Learning in Mobile Edge Computing. IEEE Trans. Computers 73(2): 466-480 (2024) - [j161]Weijian Pan, Xiumin Wang, Pan Zhou, Weiwei Lin:
Time-Sensitive Federated Learning With Heterogeneous Training Intensity: A Deep Reinforcement Learning Approach. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 1402-1415 (2024) - [j160]Lin Chen, Xiaofeng Ding, Zhifeng Bao, Pan Zhou, Hai Jin:
Differentially Private Federated Learning on Non-iid Data: Convergence Analysis and Adaptive Optimization. IEEE Trans. Knowl. Data Eng. 36(9): 4567-4581 (2024) - [j159]Zichuan Xu, Dongrui Li, Weifa Liang, Wenzheng Xu, Qiufen Xia, Pan Zhou, Omer F. Rana, Hao Li:
Energy or Accuracy? Near-Optimal User Selection and Aggregator Placement for Federated Learning in MEC. IEEE Trans. Mob. Comput. 23(3): 2470-2485 (2024) - [j158]Duyu Chen, Wenchao Xu, Haozhao Wang, Yining Qi, Ruixuan Li, Pan Zhou, Song Guo:
Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit. IEEE Trans. Mob. Comput. 23(8): 8355-8369 (2024) - [j157]Lixing Chen, Yang Bai, Pan Zhou, Youqi Li, Zhe Qu, Jie Xu:
On Adaptive Edge Microservice Placement: A Reinforcement Learning Approach Endowed With Graph Comprehension. IEEE Trans. Mob. Comput. 23(12): 11144-11158 (2024) - [j156]Xiang Fang, Daizong Liu, Pan Zhou, Zichuan Xu, Ruixuan Li:
Hierarchical Local-Global Transformer for Temporal Sentence Grounding. IEEE Trans. Multim. 26: 3263-3277 (2024) - [j155]Daizong Liu, Jiahao Zhu, Xiang Fang, Zeyu Xiong, Huan Wang, Renfu Li, Pan Zhou:
Conditional Video Diffusion Network for Fine-Grained Temporal Sentence Grounding. IEEE Trans. Multim. 26: 5461-5476 (2024) - [j154]Zeyu Xiong, Daizong Liu, Xiang Fang, Xiaoye Qu, Jianfeng Dong, Jiahao Zhu, Keke Tang, Pan Zhou:
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention. IEEE Trans. Multim. 26: 11204-11218 (2024) - [j153]Ao Liu, Beibei Li, Tao Li, Pan Zhou, Rui Wang:
AN-GCN: An Anonymous Graph Convolutional Network Against Edge-Perturbing Attacks. IEEE Trans. Neural Networks Learn. Syst. 35(1): 88-102 (2024) - [j152]Jing Wu, Qimei Chen, Hao Jiang, Haozhao Wang, Yulai Xie, Wenzheng Xu, Pan Zhou, Zichuan Xu, Lixing Chen, Beibei Li, Xiumin Wang, Dapeng Oliver Wu:
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach. IEEE Trans. Netw. Sci. Eng. 11(4): 3782-3799 (2024) - [j151]Lixing Chen, Feng Gao, Yang Bai, Jun Wu, Pan Zhou, Zichuan Xu:
Privacy-Preserving Blockchained Edge Resource Auction With Fraud Resistance. IEEE Trans. Netw. Serv. Manag. 21(4): 4076-4089 (2024) - [j150]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Zichuan Xu, Haozhao Wang, Xing Di, Weining Lu, Yu Cheng:
Transform-Equivariant Consistency Learning for Temporal Sentence Grounding. ACM Trans. Multim. Comput. Commun. Appl. 20(4): 106:1-106:19 (2024) - [j149]Zichuan Xu, Zhao Yuan, Weifa Liang, Dongqi Liu, Wenzheng Xu, Haipeng Dai, Qiufen Xia, Pan Zhou:
Learning-Driven Algorithms for Responsive AR Offloading With Non-Deterministic Rewards in Metaverse-Enabled MEC. IEEE/ACM Trans. Netw. 32(2): 1556-1572 (2024) - [j148]Zichuan Xu, Haiyang Qiao, Weifa Liang, Zhou Xu, Qiufen Xia, Pan Zhou, Omer F. Rana, Wenzheng Xu:
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing. ACM Trans. Sens. Networks 20(3): 58:1-58:28 (2024) - [c121]Xiang Fang, Daizong Liu, Wanlong Fang, Pan Zhou, Zichuan Xu, Wenzheng Xu, Junyang Chen, Renfu Li:
Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language. AAAI 2024: 1735-1743 - [c120]Daizong Liu, Xiang Fang, Xiaoye Qu, Jianfeng Dong, He Yan, Yang Yang, Pan Zhou, Yu Cheng:
Unsupervised Domain Adaptative Temporal Sentence Localization with Mutual Information Maximization. AAAI 2024: 3567-3575 - [c119]Keke Tang, Xu He, Weilong Peng, Jianpeng Wu, Yawen Shi, Daizong Liu, Pan Zhou, Wenping Wang, Zhihong Tian:
Manifold Constraints for Imperceptible Adversarial Attacks on Point Clouds. AAAI 2024: 5127-5135 - [c118]Junyang Chen, Guoxuan Zou, Pan Zhou, Yirui Wu, Zhenghan Chen, Houcheng Su, Huan Wang, Zhiguo Gong:
Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation. AAAI 2024: 8283-8291 - [c117]Ao Liu, Wenshan Li, Tao Li, Beibei Li, Hanyuan Huang, Pan Zhou:
Towards Inductive Robustness: Distilling and Fostering Wave-Induced Resonance in Transductive GCNs against Graph Adversarial Attacks. AAAI 2024: 13855-13863 - [c116]Wanfang Su, Lixing Chen, Yang Bai, Xi Lin, Gaolei Li, Zhe Qu, Pan Zhou:
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception. AAAI 2024: 17550-17558 - [c115]Zhaochen Su, Juntao Li, Jun Zhang, Tong Zhu, Xiaoye Qu, Pan Zhou, Yan Bowen, Yu Cheng, Min Zhang:
Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL (1) 2024: 13014-13033 - [c114]Yuxuan Luo, Chong Peng, Hongyu Wang, Pan Zhou, Liejun Wang, Panpan Zheng:
DUMFNet: Enhanced Medical Image Segmentation with Multi-visual Encoding and Local Scanning. BIBM 2024: 2268-2275 - [c113]Jiawen Shi, Zenghui Yuan, Yinuo Liu, Yue Huang, Pan Zhou, Lichao Sun, Neil Zhenqiang Gong:
Optimization-based Prompt Injection Attack to LLM-as-a-Judge. CCS 2024: 660-674 - [c112]Daizong Liu, Xiaoye Qu, Xiang Fang, Jianfeng Dong, Pan Zhou, Guoshun Nan, Keke Tang, Wanlong Fang, Yu Cheng:
Towards Robust Temporal Activity Localization Learning with Noisy Labels. LREC/COLING 2024: 16630-16642 - [c111]Wen Yin, Jian Lou, Pan Zhou, Yulai Xie, Dan Feng, Yuhua Sun, Tailai Zhang, Lichao Sun:
Physical Backdoor: Towards Temperature-Based Backdoor Attacks in the Physical World. CVPR 2024: 12733-12743 - [c110]Yixin Liu, Chenrui Fan, Yutong Dai, Xun Chen, Pan Zhou, Lichao Sun:
MetaCloak: Preventing Unauthorized Subject-Driven Text-to-Image Diffusion-Based Synthesis via Meta-Learning. CVPR 2024: 24219-24228 - [c109]Xiang Fang, Zeyu Xiong, Wanlong Fang, Xiaoye Qu, Chen Chen, Jianfeng Dong, Keke Tang, Pan Zhou, Yu Cheng, Daizong Liu:
Rethinking Weakly-Supervised Video Temporal Grounding From a Game Perspective. ECCV (45) 2024: 290-311 - [c108]Mingyu Yang, Daizong Liu, Keke Tang, Pan Zhou, Lixing Chen, Junyang Chen:
Hiding Imperceptible Noise in Curvature-Aware Patches for 3D Point Cloud Attack. ECCV (30) 2024: 431-448 - [c107]Batu Guan, Yao Wan, Zhangqian Bi, Zheng Wang, Hongyu Zhang, Pan Zhou, Lichao Sun:
CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code. EMNLP (Findings) 2024: 9243-9258 - [c106]Yuqi Zhou, Lin Lu, Ryan Sun, Pan Zhou, Lichao Sun:
Virtual Context Enhancing Jailbreak Attacks with Special Token Injection. EMNLP (Findings) 2024: 11843-11857 - [c105]Wenzheng Xu, He Xue, Jing Li, Weifa Liang, Zichuan Xu, Pan Zhou, Xiaohua Jia, Sajal K. Das:
Approximation Algorithm for Connected Submodular Function Maximization Problems. ICDCS 2024: 1108-1118 - [c104]Yue Huang, Jiawen Shi, Yuan Li, Chenrui Fan, Siyuan Wu, Qihui Zhang, Yixin Liu, Pan Zhou, Yao Wan, Neil Zhenqiang Gong, Lichao Sun:
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use. ICLR 2024 - [c103]Dongping Chen, Ruoxi Chen, Shilin Zhang, Yaochen Wang, Yinuo Liu, Huichi Zhou, Qihui Zhang, Yao Wan, Pan Zhou, Lichao Sun:
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark. ICML 2024 - [c102]Lin Lu, Chenxi Dai, Wangcheng Tao, Binhang Yuan, Yanan Sun, Pan Zhou:
Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training. ICML 2024 - [c101]Xiang Fang, Wanlong Fang, Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Renfu Li, Zichuan Xu, Lixing Chen, Panpan Zheng, Yu Cheng:
Not All Inputs Are Valid: Towards Open-Set Video Moment Retrieval using Language. ACM Multimedia 2024: 28-37 - [c100]Wen Yin, Bin Benjamin Zhu, Yulai Xie, Pan Zhou, Dan Feng:
Backdoor Attacks on Bimodal Salient Object Detection with RGB-Thermal Data. ACM Multimedia 2024: 4110-4119 - [c99]Xiaowen Cai, Yunbo Tao, Daizong Liu, Pan Zhou, Xiaoye Qu, Jianfeng Dong, Keke Tang, Lichao Sun:
Frequency-Aware GAN for Imperceptible Transfer Attack on 3D Point Clouds. ACM Multimedia 2024: 6162-6171 - [c98]Daizong Liu, Mingyu Yang, Xiaoye Qu, Pan Zhou, Xiang Fang, Keke Tang, Yao Wan, Lichao Sun:
Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models. NeurIPS 2024 - [c97]Yuanxin Zhuang, Chuan Shi, Mengmei Zhang, Jinghui Chen, Lingjuan Lyu, Pan Zhou, Lichao Sun:
Unveiling the Secrets without Data: Can Graph Neural Networks Be Exploited through Data-Free Model Extraction Attacks? USENIX Security Symposium 2024 - [c96]Binghui Wang, Minhua Lin, Tianxiang Zhou, Pan Zhou, Ang Li, Meng Pang, Hai Helen Li, Yiran Chen:
Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function. WSDM 2024: 693-701 - [c95]Hua Ding, Lixing Chen, Shenghong Li, Yang Bai, Pan Zhou, Zhe Qu:
Divide, Conquer, and Coalesce: Meta Parallel Graph Neural Network for IoT Intrusion Detection at Scale. WWW 2024: 1656-1667 - [i105]Cheng Wang, Zenghui Yuan, Pan Zhou, Zichuan Xu, Ruixuan Li, Dapeng Oliver Wu:
The Security and Privacy of Mobile Edge Computing: An Artificial Intelligence Perspective. CoRR abs/2401.01589 (2024) - [i104]Dongping Chen, Ruoxi Chen, Shilin Zhang, Yinuo Liu, Yaochen Wang, Huichi Zhou, Qihui Zhang, Pan Zhou, Yao Wan, Lichao Sun:
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark. CoRR abs/2402.04788 (2024) - [i103]Wanfang Su, Lixing Chen, Yang Bai, Xi Lin, Gaolei Li, Zhe Qu, Pan Zhou:
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception. CoRR abs/2403.10068 (2024) - [i102]Jiawen Shi, Zenghui Yuan, Yinuo Liu, Yue Huang, Pan Zhou, Lichao Sun, Neil Zhenqiang Gong:
Optimization-based Prompt Injection Attack to LLM-as-a-Judge. CoRR abs/2403.17710 (2024) - [i101]Yao Wan, Guanghua Wan, Shijie Zhang, Hongyu Zhang, Pan Zhou, Hai Jin, Lichao Sun:
Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach. CoRR abs/2404.14296 (2024) - [i100]Batu Guan, Yao Wan, Zhangqian Bi, Zheng Wang, Hongyu Zhang, Pan Zhou, Lichao Sun:
CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code. CoRR abs/2404.15639 (2024) - [i99]Wen Yin, Jian Lou, Pan Zhou, Yulai Xie, Dan Feng, Yuhua Sun, Tailai Zhang, Lichao Sun:
Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World. CoRR abs/2404.19417 (2024) - [i98]Lin Lu, Hai Yan, Zenghui Yuan, Jiawen Shi, Wenqi Wei, Pin-Yu Chen, Pan Zhou:
AutoJailbreak: Exploring Jailbreak Attacks and Defenses through a Dependency Lens. CoRR abs/2406.03805 (2024) - [i97]Zhaochen Su, Juntao Li, Jun Zhang, Tong Zhu, Xiaoye Qu, Pan Zhou, Yan Bowen, Yu Cheng, Min Zhang:
Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? CoRR abs/2406.09072 (2024) - [i96]Dongping Chen, Yue Huang, Siyuan Wu, Jingyu Tang, Liuyi Chen, Yilin Bai, Zhigang He, Chenlong Wang, Huichi Zhou, Yiqiang Li, Tianshuo Zhou, Yue Yu, Chujie Gao, Qihui Zhang, Yi Gui, Zhen Li, Yao Wan, Pan Zhou, Jianfeng Gao, Lichao Sun:
GUI-WORLD: A Dataset for GUI-oriented Multimodal LLM-based Agents. CoRR abs/2406.10819 (2024) - [i95]Lijie Hu, Liang Liu, Shu Yang, Xin Chen, Hongru Xiao, Mengdi Li, Pan Zhou, Muhammad Asif Ali, Di Wang:
A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning. CoRR abs/2406.12255 (2024) - [i94]Yuqi Zhou, Lin Lu, Hanchi Sun, Pan Zhou, Lichao Sun:
Virtual Context: Enhancing Jailbreak Attacks with Special Token Injection. CoRR abs/2406.19845 (2024) - [i93]Dongping Chen, Jiawen Shi, Yao Wan, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun:
Self-Cognition in Large Language Models: An Exploratory Study. CoRR abs/2407.01505 (2024) - [i92]Daizong Liu, Mingyu Yang, Xiaoye Qu, Pan Zhou, Yu Cheng, Wei Hu:
A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends. CoRR abs/2407.07403 (2024) - [i91]Yuanwei Wu, Yue Huang, Yixin Liu, Xiang Li, Pan Zhou, Limin Sun:
Can Large Language Models Automatically Jailbreak GPT-4V? CoRR abs/2407.16686 (2024) - [i90]Falguni Roy, Xiaofeng Ding, Kim-Kwang Raymond Choo, Pan Zhou:
A Deep Dive into Fairness, Bias, Threats, and Privacy in Recommender Systems: Insights and Future Research. CoRR abs/2409.12651 (2024) - [i89]Mingmeng Geng, Caixi Chen, Yanru Wu, Dongping Chen, Yao Wan, Pan Zhou:
The Impact of Large Language Models in Academia: from Writing to Speaking. CoRR abs/2409.13686 (2024) - [i88]Dongping Chen, Ruoxi Chen, Shu Pu, Zhaoyi Liu, Yanru Wu, Caixi Chen, Benlin Liu, Yue Huang, Yao Wan, Pan Zhou, Ranjay Krishna:
Interleaved Scene Graph for Interleaved Text-and-Image Generation Assessment. CoRR abs/2411.17188 (2024) - [i87]Yutong Zhang, Lixing Chen, Shenghong Li, Nan Cao, Yang Shi, Jiaxin Ding, Zhe Qu, Pan Zhou, Yang Bai:
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph. CoRR abs/2411.19064 (2024) - [i86]Daizong Liu, Yunbo Tao, Pan Zhou, Wei Hu:
Hard-Label Black-Box Attacks on 3D Point Clouds. CoRR abs/2412.00404 (2024) - [i85]Ao Liu, Wenshan Li, Beibei Li, Wengang Ma, Tao Li, Pan Zhou:
Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending against Poisoning Attacks. CoRR abs/2412.08555 (2024) - [i84]Xiang Fang, Wanlong Fang, Changshuo Wang, Daizong Liu, Keke Tang, Jianfeng Dong, Pan Zhou, Beibei Li:
Multi-Pair Temporal Sentence Grounding via Multi-Thread Knowledge Transfer Network. CoRR abs/2412.15678 (2024) - 2023
- [j147]Yang Bai, Lixing Chen, Jianhua Li, Jun Wu, Pan Zhou, Zichuan Xu, Jie Xu:
Multicore Federated Learning for Mobile-Edge Computing Platforms. IEEE Internet Things J. 10(7): 5940-5952 (2023) - [j146]Jing Wu, Pan Zhou, Qimei Chen, Zichuan Xu, Xiaofeng Ding, Hao Jiang:
Blockchain-Based Privacy-Aware Contextual Online Learning for Collaborative Edge-Cloud-Enabled Nursing System in Internet of Things. IEEE Internet Things J. 10(8, April 15): 6703-6717 (2023) - [j145]Cheng Wang, Zenghui Yuan, Pan Zhou, Zichuan Xu, Ruixuan Li, Dapeng Oliver Wu:
The Security and Privacy of Mobile-Edge Computing: An Artificial Intelligence Perspective. IEEE Internet Things J. 10(24): 22008-22032 (2023) - [j144]Lin Chen, Xiaofeng Ding, Pan Zhou, Hai Jin:
Distributed dynamic online learning with differential privacy via path-length measurement. Inf. Sci. 630: 135-157 (2023) - [j143]Zichuan Xu, Lizhen Zhou, Weifa Liang, Qiufen Xia, Wenzheng Xu, Wenhao Ren, Haozhe Ren, Pan Zhou:
Stateful Serverless Application Placement in MEC With Function and State Dependencies. IEEE Trans. Computers 72(9): 2701-2716 (2023) - [j142]Huming Qiu, Hua Ma, Zhi Zhang, Yansong Gao, Yifeng Zheng, Anmin Fu, Pan Zhou, Derek Abbott, Said F. Al-Sarawi:
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network With IP Protection for Internet of Things. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(4): 1185-1198 (2023) - [j141]Wei Du, Ang Li, Qinghua Li, Pan Zhou:
Privacy-Preserving and Secure Cloud Computing: A Case of Large-Scale Nonlinear Programming. IEEE Trans. Cloud Comput. 11(1): 484-498 (2023) - [j140]Yulai Xie, Shuai Tong, Pan Zhou, Yuli Li, Dan Feng:
Efficient Storage Management for Social Network Events Based on Clustering and Hot/Cold Data Classification. IEEE Trans. Comput. Soc. Syst. 10(1): 120-130 (2023) - [j139]Daizong Liu, Pan Zhou, Zichuan Xu, Haozhao Wang, Ruixuan Li:
Few-Shot Temporal Sentence Grounding via Memory-Guided Semantic Learning. IEEE Trans. Circuits Syst. Video Technol. 33(5): 2491-2505 (2023) - [j138]Yafeng Wu, Yulai Xie, Xuelong Liao, Pan Zhou, Dan Feng, Lin Wu, Xuan Li, Avani Wildani, Darrell D. E. Long:
Paradise: Real-Time, Generalized, and Distributed Provenance-Based Intrusion Detection. IEEE Trans. Dependable Secur. Comput. 20(2): 1624-1640 (2023) - [j137]Zuan Wang, Xiaofeng Ding, Junfeng Lu, Liang Zhang, Pan Zhou, Kim-Kwang Raymond Choo, Hai Jin:
Efficient Location-Based Skyline Queries With Secure R-Tree Over Encrypted Data. IEEE Trans. Knowl. Data Eng. 35(10): 10436-10450 (2023) - [j136]Penglin Dai, Feng Song, Kai Liu, Yueyue Dai, Pan Zhou, Songtao Guo:
Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles. IEEE Trans. Mob. Comput. 22(3): 1464-1478 (2023) - [j135]Zichuan Xu, Lizhen Zhou, Sid Chi-Kin Chau, Weifa Liang, Haipeng Dai, Lixing Chen, Wenzheng Xu, Qiufen Xia, Pan Zhou:
Near-Optimal and Collaborative Service Caching in Mobile Edge Clouds. IEEE Trans. Mob. Comput. 22(7): 4070-4085 (2023) - [j134]Zichuan Xu, Qiufen Xia, Lin Wang, Pan Zhou, John C. S. Lui, Weifa Liang, Wenzheng Xu, Guowei Wu:
Stable Service Caching in MECs of Hierarchical Service Markets With Uncertain Request Rates. IEEE Trans. Mob. Comput. 22(7): 4279-4296 (2023) - [j133]Youqi Li, Fan Li, Lixing Chen, Liehuang Zhu, Pan Zhou, Yu Wang:
Power of Redundancy: Surplus Client Scheduling for Federated Learning Against User Uncertainties. IEEE Trans. Mob. Comput. 22(9): 5449-5462 (2023) - [j132]Yanan Gao, Song Yang, Fan Li, Stojan Trajanovski, Pan Zhou, Pan Hui, Xiaoming Fu:
Video Content Placement at the Network Edge: Centralized and Distributed Algorithms. IEEE Trans. Mob. Comput. 22(11): 6843-6859 (2023) - [j131]Yuhang Liu, Wei Wei, Daowan Peng, Xian-Ling Mao, Zhiyong He, Pan Zhou:
Depth-Aware and Semantic Guided Relational Attention Network for Visual Question Answering. IEEE Trans. Multim. 25: 5344-5357 (2023) - [j130]Xiang Fang, Daizong Liu, Pan Zhou, Yuchong Hu:
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval. IEEE Trans. Multim. 25: 7517-7532 (2023) - [j129]Daizong Liu, Xiang Fang, Wei Hu, Pan Zhou:
Exploring Optical-Flow-Guided Motion and Detection-Based Appearance for Temporal Sentence Grounding. IEEE Trans. Multim. 25: 8539-8553 (2023) - [j128]Manying Zeng, Xiumin Wang, Weijian Pan, Pan Zhou:
Heterogeneous Training Intensity for Federated Learning: A Deep Reinforcement Learning Approach. IEEE Trans. Netw. Sci. Eng. 10(2): 990-1002 (2023) - [j127]Changkun Jiang, Lin Gao, Jingjing Luo, Pan Zhou, Jianqiang Li:
A Game-Theoretic Analysis of Joint Mobile Edge Caching and Peer Content Sharing. IEEE Trans. Netw. Sci. Eng. 10(3): 1445-1461 (2023) - [j126]Liangkang Zhang, Yulai Xie, Minpeng Jin, Pan Zhou, Gongming Xu, Yafeng Wu, Dan Feng, Darrell D. E. Long:
A Novel Hybrid Model for Docker Container Workload Prediction. IEEE Trans. Netw. Serv. Manag. 20(3): 2726-2743 (2023) - [j125]Qi Zheng, Jianfeng Dong, Xiaoye Qu, Xun Yang, Yabing Wang, Pan Zhou, Baolong Liu, Xun Wang:
Progressive Localization Networks for Language-Based Moment Localization. ACM Trans. Multim. Comput. Commun. Appl. 19(2): 55:1-55:21 (2023) - [j124]Wenzheng Xu, Hongbin Xie, Chenxi Wang, Weifa Liang, Xiaohua Jia, Zichuan Xu, Pan Zhou, Weigang Wu, Xiang Chen:
An Approximation Algorithm for the h-Hop Independently Submodular Maximization Problem and Its Applications. IEEE/ACM Trans. Netw. 31(3): 1216-1229 (2023) - [j123]Zichuan Xu, Dapeng Zhao, Weifa Liang, Omer F. Rana, Pan Zhou, Mingchu Li, Wenzheng Xu, Hao Li, Qiufen Xia:
HierFedML: Aggregator Placement and UE Assignment for Hierarchical Federated Learning in Mobile Edge Computing. IEEE Trans. Parallel Distributed Syst. 34(1): 328-345 (2023) - [j122]Ying Cheng, Xiumin Wang, Pan Zhou, Xinglin Zhang, Weiwei Wu:
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint. IEEE Trans. Serv. Comput. 16(6): 4248-4260 (2023) - [c94]Daizong Liu, Xiang Fang, Pan Zhou, Xing Di, Weining Lu, Yu Cheng:
Hypotheses Tree Building for One-Shot Temporal Sentence Localization. AAAI 2023: 1640-1648 - [c93]Xiaoye Qu, Jun Zeng, Daizong Liu, Zhefeng Wang, Baoxing Huai, Pan Zhou:
Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-Grained Student Ensemble. AAAI 2023: 13501-13509 - [c92]Xiang Fang, Daizong Liu, Pan Zhou, Guoshun Nan:
You Can Ground Earlier than See: An Effective and Efficient Pipeline for Temporal Sentence Grounding in Compressed Videos. CVPR 2023: 2448-2460 - [c91]Zenghui Yuan, Pan Zhou, Kai Zou, Yu Cheng:
You Are Catching My Attention: Are Vision Transformers Bad Learners under Backdoor Attacks? CVPR 2023: 24605-24615 - [c90]Xiang Fang, Daizong Liu, Wanlong Fang, Pan Zhou, Yu Cheng, Keke Tang, Kai Zou:
Annotations Are Not All You Need: A Cross-modal Knowledge Transfer Network for Unsupervised Temporal Sentence Grounding. EMNLP (Findings) 2023: 8721-8733 - [c89]Daizong Liu, Pan Zhou:
Jointly Visual- and Semantic-Aware Graph Memory Networks for Temporal Sentence Localization in Videos. ICASSP 2023: 1-5 - [c88]Zeyu Xiong, Daizong Liu, Pan Zhou, Jiahao Zhu:
Tracking Objects and Activities with Attention for Temporal Sentence Grounding. ICASSP 2023: 1-5 - [c87]Yunbo Tao, Daizong Liu, Pan Zhou, Yulai Xie, Wei Du, Wei Hu:
3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack. ICCV 2023: 14294-14304 - [c86]Keke Tang, Xujian Cai, Weilong Peng, Daizong Liu, Peican Zhu, Pan Zhou, Zhihong Tian, Wenping Wang:
Matching Words for Out-of-distribution Detection. ICDM 2023: 578-587 - [c85]Yang Peng, Ping Liu, Xiyuan Yang, Pan Zhou, Yawei Luo, Jingen Liu:
Unsupervised Domain Adaptive Person Re-Identification with Adaptive Structure Learning. ICIP 2023: 850-854 - [c84]Yifan Yang, Lin Chen, Pan Zhou, Xiaofeng Ding:
VFLH: A Following-the-Leader-History Based Algorithm for Adaptive Online Convex Optimization with Stochastic Constraints. ICTAI 2023: 172-177 - [c83]Haozhao Wang, Wenchao Xu, Yunfeng Fan, Ruixuan Li, Pan Zhou:
AOCC-FL: Federated Learning with Aligned Overlapping via Calibrated Compensation. INFOCOM 2023: 1-10 - [c82]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Guoshun Nan, Pan Zhou, Zichuan Xu, Lixing Chen, He Yan, Yu Cheng:
Filling the Information Gap between Video and Query for Language-Driven Moment Retrieval. ACM Multimedia 2023: 4190-4199 - [i83]Jiahao Zhu, Daizong Liu, Pan Zhou, Xing Di, Yu Cheng, Song Yang, Wenzheng Xu, Zichuan Xu, Yao Wan, Lichao Sun, Zeyu Xiong:
Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding. CoRR abs/2301.00514 (2023) - [i82]Daizong Liu, Xiang Fang, Pan Zhou, Xing Di, Weining Lu, Yu Cheng:
Hypotheses Tree Building for One-Shot Temporal Sentence Localization. CoRR abs/2301.01871 (2023) - [i81]Zenghui Yuan, Yixin Liu, Kai Zhang, Pan Zhou, Lichao Sun:
Backdoor Attacks to Pre-trained Unified Foundation Models. CoRR abs/2302.09360 (2023) - [i80]Zeyu Xiong, Daizong Liu, Pan Zhou, Jiahao Zhu:
Tracking Objects and Activities with Attention for Temporal Sentence Grounding. CoRR abs/2302.10813 (2023) - [i79]Daizong Liu, Pan Zhou:
Jointly Visual- and Semantic-Aware Graph Memory Networks for Temporal Sentence Localization in Videos. CoRR abs/2303.01046 (2023) - [i78]Yixin Liu, Chenrui Fan, Pan Zhou, Lichao Sun:
Unlearnable Graph: Protecting Graphs from Unauthorized Exploitation. CoRR abs/2303.02568 (2023) - [i77]Xiang Fang, Daizong Liu, Pan Zhou, Guoshun Nan:
You Can Ground Earlier than See: An Effective and Efficient Pipeline for Temporal Sentence Grounding in Compressed Videos. CoRR abs/2303.07863 (2023) - [i76]Jiawen Shi, Yixin Liu, Pan Zhou, Lichao Sun:
BadGPT: Exploring Security Vulnerabilities of ChatGPT via Backdoor Attacks to InstructGPT. CoRR abs/2304.12298 (2023) - [i75]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Zichuan Xu, Haozhao Wang, Xing Di, Weining Lu, Yu Cheng:
Transform-Equivariant Consistency Learning for Temporal Sentence Grounding. CoRR abs/2305.04123 (2023) - [i74]Ao Liu, Wenshan Li, Tao Li, Beibei Li, Hanyuan Huang, Guangquan Xu, Pan Zhou:
Graph Agent Network: Empowering Nodes with Decentralized Communications Capabilities for Adversarial Resilience. CoRR abs/2306.06909 (2023) - [i73]Yunbo Tao, Daizong Liu, Pan Zhou, Yulai Xie, Wei Du, Wei Hu:
3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack. CoRR abs/2308.07546 (2023) - [i72]Yue Huang, Jiawen Shi, Yuan Li, Chenrui Fan, Siyuan Wu, Qihui Zhang, Yixin Liu, Pan Zhou, Yao Wan, Neil Zhenqiang Gong, Lichao Sun:
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use. CoRR abs/2310.03128 (2023) - [i71]Yixin Liu, Chenrui Fan, Xun Chen, Pan Zhou, Lichao Sun:
GraphCloak: Safeguarding Task-specific Knowledge within Graph-structured Data from Unauthorized Exploitation. CoRR abs/2310.07100 (2023) - [i70]Yaguan Qian, Chenyu Zhao, Zhaoquan Gu, Bin Wang, Shouling Ji, Wei Wang, Boyang Zhou, Pan Zhou:
F2AT: Feature-Focusing Adversarial Training via Disentanglement of Natural and Perturbed Patterns. CoRR abs/2310.14561 (2023) - [i69]Yuanwei Wu, Xiang Li, Yixin Liu, Pan Zhou, Lichao Sun:
Jailbreaking GPT-4V via Self-Adversarial Attacks with System Prompts. CoRR abs/2311.09127 (2023) - [i68]Yixin Liu, Chenrui Fan, Yutong Dai, Xun Chen, Pan Zhou, Lichao Sun:
Toward Robust Imperceptible Perturbation against Unauthorized Text-to-image Diffusion-based Synthesis. CoRR abs/2311.13127 (2023) - [i67]Lin Lu, Chenxi Dai, Wangcheng Tao, Binhang Yuan, Yanan Sun, Pan Zhou:
Exploring the Robustness of Decentralized Training for Large Language Models. CoRR abs/2312.00843 (2023) - [i66]Ao Liu, Wenshan Li, Tao Li, Beibei Li, Hanyuan Huang, Pan Zhou:
Towards Inductive Robustness: Distilling and Fostering Wave-induced Resonance in Transductive GCNs Against Graph Adversarial Attacks. CoRR abs/2312.08651 (2023) - 2022
- [j121]Qi Jing, Xiumin Wang, Pan Zhou, Kai Liu, Weiwei Wu:
Minimizing the Age of Multisource Information With Budget Constraint in Internet of Things. IEEE Internet Things J. 9(8): 6173-6183 (2022) - [j120]Qiben Yan, Qi Xia, Yuanda Wang, Pan Zhou, Huacheng Zeng:
URadio: Wideband Ultrasound Communication for Smart Home Applications. IEEE Internet Things J. 9(15): 13113-13125 (2022) - [j119]Haozhao Wang, Ruixuan Li, Chengjie Li, Pan Zhou, Yuhua Li, Wenchao Xu, Song Guo:
Gradient Scheduling With Global Momentum for Asynchronous Federated Learning in Edge Environment. IEEE Internet Things J. 9(19): 18817-18828 (2022) - [j118]Yuchuan Deng, Hao Jiang, Peijing Cai, Tong Wu, Pan Zhou, Beibei Li, Hao Lu, Jing Wu, Xin Chen, Kehao Wang:
Resource Provisioning for Mitigating Edge DDoS Attacks in MEC-Enabled SDVN. IEEE Internet Things J. 9(23): 24264-24280 (2022) - [j117]Hai Wang, Hao Jiang, Jing Wu, Pan Zhou, Huawei Huang:
Blockchain-Governed Federated Transfer Learning for Secure Internet of Drones Networks. IEEE Internet Things Mag. 5(3): 134-139 (2022) - [j116]Lingjun Pu, Xinjing Yuan, Xiaohang Xu, Xu Chen, Pan Zhou, Jingdong Xu:
Cost-Efficient and Skew-Aware Data Scheduling for Incremental Learning in 5G Networks. IEEE J. Sel. Areas Commun. 40(2): 578-595 (2022) - [j115]Kehao Wang, Jihong Yu, Lin Chen, Pan Zhou, Moe Z. Win:
Optimal Myopic Policy for Restless Bandit: A Perspective of Eigendecomposition. IEEE J. Sel. Top. Signal Process. 16(3): 420-433 (2022) - [j114]Ziyang Wang, Wei Wei, Xian-Ling Mao, Guibing Guo, Pan Zhou, Sheng Jiang:
User-based network embedding for opinion spammer detection. Pattern Recognit. 125: 108512 (2022) - [j113]Zuan Wang, Xiaofeng Ding, Hai Jin, Pan Zhou:
Efficient Secure and Verifiable Location-Based Skyline Queries over Encrypted Data. Proc. VLDB Endow. 15(9): 1822-1834 (2022) - [j112]Xiang Fang, Yuchong Hu, Pan Zhou, Dapeng Oliver Wu:
ANIMC: A Soft Approach for Autoweighted Noisy and Incomplete Multiview Clustering. IEEE Trans. Artif. Intell. 3(2): 192-206 (2022) - [j111]Zichuan Xu, Lizhen Zhou, Haipeng Dai, Weifa Liang, Wanlei Zhou, Pan Zhou, Wenzheng Xu, Guowei Wu:
Energy-Aware Collaborative Service Caching in a 5G-Enabled MEC With Uncertain Payoffs. IEEE Trans. Commun. 70(2): 1058-1071 (2022) - [j110]Binbin Zhao, Shouling Ji, Wei-Han Lee, Changting Lin, Haiqin Weng, Jingzheng Wu, Pan Zhou, Liming Fang, Raheem Beyah:
A Large-Scale Empirical Study on the Vulnerability of Deployed IoT Devices. IEEE Trans. Dependable Secur. Comput. 19(3): 1826-1840 (2022) - [j109]Yongyi Cao, Hao Jiang, Yuchuan Deng, Jing Wu, Pan Zhou, Wei Luo:
Detecting and Mitigating DDoS Attacks in SDN Using Spatial-Temporal Graph Convolutional Network. IEEE Trans. Dependable Secur. Comput. 19(6): 3855-3872 (2022) - [j108]Yichen Liu, Pan Zhou, Lei Yang, Yulei Wu, Zichuan Xu, Kai Liu, Xiumin Wang:
Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach. IEEE Trans. Emerg. Top. Comput. Intell. 6(3): 462-478 (2022) - [j107]Xiaoye Qu, Zhikang Zou, Xinxing Su, Pan Zhou, Wei Wei, Shiping Wen, Dapeng Oliver Wu:
Attend to Where and When: Cascaded Attention Network for Facial Expression Recognition. IEEE Trans. Emerg. Top. Comput. Intell. 6(3): 580-592 (2022) - [j106]Xiang Fang, Yuchong Hu, Pan Zhou, Dapeng Oliver Wu:
Unbalanced Incomplete Multi-View Clustering Via the Scheme of View Evolution: Weak Views are Meat; Strong Views Do Eat. IEEE Trans. Emerg. Top. Comput. Intell. 6(4): 913-927 (2022) - [j105]Shuai Chen, Xiumin Wang, Pan Zhou, Weiwei Wu, Weiwei Lin, Zhenyu Wang:
Heterogeneous Semi-Asynchronous Federated Learning in Internet of Things: A Multi-Armed Bandit Approach. IEEE Trans. Emerg. Top. Comput. Intell. 6(5): 1113-1124 (2022) - [j104]Quan Chen, Wei Xie, Pan Zhou, Chuansheng Zheng, Dapeng Oliver Wu:
Multi-Crop Convolutional Neural Networks for Fast Lung Nodule Segmentation. IEEE Trans. Emerg. Top. Comput. Intell. 6(5): 1190-1200 (2022) - [j103]Xiaofeng Ding, Shujun Sheng, Huajian Zhou, Xiaodong Zhang, Zhifeng Bao, Pan Zhou, Hai Jin:
Differentially Private Triangle Counting in Large Graphs. IEEE Trans. Knowl. Data Eng. 34(11): 5278-5292 (2022) - [j102]Wei Du, Ang Li, Pan Zhou, Ben Niu, Dapeng Wu:
PrivacyEye: A Privacy-Preserving and Computationally Efficient Deep Learning-Based Mobile Video Analytics System. IEEE Trans. Mob. Comput. 21(9): 3263-3279 (2022) - [j101]Huanhuan Ran, Shiping Wen, Qian Li, Yin Yang, Kaibo Shi, Yuming Feng, Pan Zhou, Tingwen Huang:
Memristor-Based Edge Computing of Blaze Block for Image Recognition. IEEE Trans. Neural Networks Learn. Syst. 33(5): 2121-2131 (2022) - [j100]Weijian Pan, Zhaoji Deng, Xiumin Wang, Pan Zhou, Weiwei Wu:
Optimizing the Age of Information for Multi-Source Information Update in Internet of Things. IEEE Trans. Netw. Sci. Eng. 9(2): 904-917 (2022) - [j99]Nannan Zhang, Wei Wang, Pan Zhou, Aiping Huang:
Delay-Optimal Edge Caching With Imperfect Content Fetching via Stochastic Learning. IEEE Trans. Netw. Serv. Manag. 19(1): 338-352 (2022) - [j98]Yuchong Hu, Xiaoyang Zhang, Patrick P. C. Lee, Pan Zhou:
NCScale: Toward Optimal Storage Scaling via Network Coding. IEEE/ACM Trans. Netw. 30(1): 271-284 (2022) - [j97]Zichuan Xu, Haozhe Ren, Weifa Liang, Qiufen Xia, Wanlei Zhou, Pan Zhou, Wenzheng Xu, Guowei Wu, Mingchu Li:
Near Optimal Learning-Driven Mechanisms for Stable NFV Markets in Multitier Cloud Networks. IEEE/ACM Trans. Netw. 30(6): 2601-2615 (2022) - [j96]Jia Yang, Cai Fu, Xiao-Yang Liu, Heng Yin, Pan Zhou:
Codee: A Tensor Embedding Scheme for Binary Code Search. IEEE Trans. Software Eng. 48(7): 2224-2244 (2022) - [c81]Daizong Liu, Xiaoye Qu, Xing Di, Yu Cheng, Zichuan Xu, Pan Zhou:
Memory-Guided Semantic Learning Network for Temporal Sentence Grounding. AAAI 2022: 1665-1673 - [c80]Daizong Liu, Xiaoye Qu, Pan Zhou, Yang Liu:
Exploring Motion and Appearance Information for Temporal Sentence Grounding. AAAI 2022: 1674-1682 - [c79]Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di, Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou:
Unsupervised Temporal Video Grounding with Deep Semantic Clustering. AAAI 2022: 1683-1691 - [c78]Binghui Wang, Youqi Li, Pan Zhou:
Bandits for Structure Perturbation-based Black-box Attacks to Graph Neural Networks with Theoretical Guarantees. CVPR 2022: 13369-13377 - [c77]Jiahao Zhu, Daizong Liu, Pan Zhou, Xing Di, Yu Cheng, Song Yang, Wenzheng Xu, Zichuan Xu, Yao Wan, Lichao Sun, Zeyu Xiong:
Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding. EMNLP (Findings) 2022: 590-600 - [c76]Zeyu Xiong, Daizong Liu, Pan Zhou:
Gaussian Kernel-Based Cross Modal Network for Spatio-Temporal Video Grounding. ICIP 2022: 2481-2485 - [c75]Chao Guo, Daizong Liu, Pan Zhou:
A Hybird Alignment Loss for Temporal Moment Localization with Natural Language. ICME 2022: 1-6 - [c74]Wenzheng Xu, Dezhong Peng, Weifa Liang, Xiaohua Jia, Zichuan Xu, Pan Zhou, Weigang Wu, Xiang Chen:
Maximizing h-hop Independently Submodular Functions Under Connectivity Constraint. INFOCOM 2022: 1099-1108 - [c73]Zichuan Xu, Wenhao Ren, Weifa Liang, Wenzheng Xu, Qiufen Xia, Pan Zhou, Mingchu Li:
Schedule or Wait: Age-Minimization for IoT Big Data Processing in MEC via Online Learning. INFOCOM 2022: 1809-1818 - [c72]Yuhua Sun, Tailai Zhang, Xingjun Ma, Pan Zhou, Jian Lou, Zichuan Xu, Xing Di, Yu Cheng, Lichao Sun:
Backdoor Attacks on Crowd Counting. ACM Multimedia 2022: 5351-5360 - [c71]Zhi Luo, Youqi Li, Lixing Chen, Zichuan Xu, Pan Zhou:
Data Poisoning Attack to X-armed Bandits. TrustCom 2022: 345-351 - [c70]Zhi Luo, Youqi Li, Lixing Chen, Zichuan Xu, Pan Zhou:
Action-Manipulation Attack and Defense to X-Armed Bandits. TrustCom 2022: 1115-1122 - [i65]Daizong Liu, Xiaoye Qu, Xing Di, Yu Cheng, Zichuan Xu, Pan Zhou:
Memory-Guided Semantic Learning Network for Temporal Sentence Grounding. CoRR abs/2201.00454 (2022) - [i64]Daizong Liu, Xiaoye Qu, Pan Zhou, Yang Liu:
Exploring Motion and Appearance Information for Temporal Sentence Grounding. CoRR abs/2201.00457 (2022) - [i63]Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di, Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou:
Unsupervised Temporal Video Grounding with Deep Semantic Clustering. CoRR abs/2201.05307 (2022) - [i62]Daizong Liu, Xiang Fang, Wei Hu, Pan Zhou:
Exploring Optical-Flow-Guided Motion and Detection-Based Appearance for Temporal Sentence Grounding. CoRR abs/2203.02966 (2022) - [i61]Binghui Wang, Youqi Li, Pan Zhou:
Bandits for Structure Perturbation-based Black-box Attacks to Graph Neural Networks with Theoretical Guarantees. CoRR abs/2205.03546 (2022) - [i60]Zeyu Xiong, Daizong Liu, Pan Zhou:
Gaussian Kernel-based Cross Modal Network for Spatio-Temporal Video Grounding. CoRR abs/2207.00744 (2022) - [i59]Yuhua Sun, Tailai Zhang, Xingjun Ma, Pan Zhou, Jian Lou, Zichuan Xu, Xing Di, Yu Cheng, Lichao Sun:
Backdoor Attacks on Crowd Counting. CoRR abs/2207.05641 (2022) - [i58]Xiang Fang, Daizong Liu, Pan Zhou, Zichuan Xu, Ruixuan Li:
Hierarchical Local-Global Transformer for Temporal Sentence Grounding. CoRR abs/2208.14882 (2022) - [i57]Xiang Fang, Daizong Liu, Pan Zhou, Yuchong Hu:
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval. CoRR abs/2209.11572 (2022) - [i56]Xiaoye Qu, Jun Zeng, Daizong Liu, Zhefeng Wang, Baoxing Huai, Pan Zhou:
Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-grained Student Ensemble. CoRR abs/2212.06522 (2022) - 2021
- [j95]Kehao Wang, Hantao Qian, Xuming Zeng, Mozi Chen, Kezhong Liu, Kai Zheng, Pan Zhou, Dapeng Wu:
ATPGNN: Reconstruction of Neighborhood in Graph Neural Networks With Attention-Based Topological Patterns. IEEE Access 9: 9218-9234 (2021) - [j94]Wenyu Zhang, Xiumin Wang, Pan Zhou, Weiwei Wu, Xinglin Zhang:
Client Selection for Federated Learning With Non-IID Data in Mobile Edge Computing. IEEE Access 9: 24462-24474 (2021) - [j93]Qingwen Wang, Jianghui Li, Qian Qi, Pan Zhou, Dapeng Oliver Wu:
An Adaptive-Location-Based Routing Protocol for 3-D Underwater Acoustic Sensor Networks. IEEE Internet Things J. 8(8): 6853-6864 (2021) - [j92]Zeyue Xue, Pan Zhou, Zichuan Xu, Xiumin Wang, Yulai Xie, Xiaofeng Ding, Shiping Wen:
A Resource-Constrained and Privacy-Preserving Edge-Computing-Enabled Clinical Decision System: A Federated Reinforcement Learning Approach. IEEE Internet Things J. 8(11): 9122-9138 (2021) - [j91]Xiaofeng Ding, Lin Chen, Pan Zhou, Zichuan Xu, Shiping Wen, John C. S. Lui, Hai Jin:
Dynamic online convex optimization with long-term constraints via virtual queue. Inf. Sci. 577: 140-161 (2021) - [j90]Wenxiao Wang, Tianhao Wang, Lun Wang, Nanqing Luo, Pan Zhou, Dawn Song, Ruoxi Jia:
DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing. Proc. Priv. Enhancing Technol. 2021(4): 163-183 (2021) - [j89]Wei Wei, Zanbo Wang, Xianling Mao, Guangyou Zhou, Pan Zhou, Sheng Jiang:
Position-aware self-attention based neural sequence labeling. Pattern Recognit. 110: 107636 (2021) - [j88]Zichuan Xu, Zhiheng Zhang, John C. S. Lui, Weifa Liang, Qiufen Xia, Pan Zhou, Wenzheng Xu, Guowei Wu:
Affinity-Aware VNF Placement in Mobile Edge Clouds via Leveraging GPUs. IEEE Trans. Computers 70(12): 2234-2248 (2021) - [j87]Huanhuan Ran, Shiping Wen, Shiqin Wang, Yuting Cao, Pan Zhou, Tingwen Huang:
Memristor-Based Edge Computing of ShuffleNetV2 for Image Classification. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(8): 1701-1710 (2021) - [j86]Pan Zhou, Shimin Gong, Zichuan Xu, Lixing Chen, Yulai Xie, Changkun Jiang, Xiaofeng Ding:
Trustworthy and Context-Aware Distributed Online Learning With Autoscaling for Content Caching in Collaborative Mobile Edge Computing. IEEE Trans. Cogn. Commun. Netw. 7(4): 1032-1047 (2021) - [j85]Pan Zhou, Weiguang Zhao, Jianghui Li, Ang Li, Wei Du, Shiping Wen:
Massive Maritime Path Planning: A Contextual Online Learning Approach. IEEE Trans. Cybern. 51(12): 6262-6273 (2021) - [j84]Xiaofeng Ding, Lin Chen, Pan Zhou, Wenbin Jiang, Hai Jin:
Differentially Private Deep Learning with Iterative Gradient Descent Optimization. Trans. Data Sci. 2(4): 34:1-34:27 (2021) - [j83]Ronghui Ju, Pan Zhou, Shiping Wen, Wei Wei, Yuan Xue, Xiaolei Huang, Xin Yang:
3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling. IEEE Trans. Emerg. Top. Comput. Intell. 5(2): 247-261 (2021) - [j82]Shiping Wen, Minghui Dong, Yin Yang, Pan Zhou, Tingwen Huang, Yiran Chen:
End-to-End Detection-Segmentation System for Face Labeling. IEEE Trans. Emerg. Top. Comput. Intell. 5(3): 457-467 (2021) - [j81]Xiaofeng Ding, Zuan Wang, Pan Zhou, Kim-Kwang Raymond Choo, Hai Jin:
Efficient and Privacy-Preserving Multi-Party Skyline Queries Over Encrypted Data. IEEE Trans. Inf. Forensics Secur. 16: 4589-4604 (2021) - [j80]Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang:
EnlightenGAN: Deep Light Enhancement Without Paired Supervision. IEEE Trans. Image Process. 30: 2340-2349 (2021) - [j79]Lei Yang, Xi Yu, Jiannong Cao, Xuxun Liu, Pan Zhou:
Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services. ACM Trans. Knowl. Discov. Data 15(3): 44:1-44:23 (2021) - [j78]Pan Zhou, Kehao Wang, Linke Guo, Shimin Gong, Bolong Zheng:
A Privacy-Preserving Distributed Contextual Federated Online Learning Framework with Big Data Support in Social Recommender Systems. IEEE Trans. Knowl. Data Eng. 33(3): 824-838 (2021) - [j77]Lixing Chen, Cong Shen, Pan Zhou, Jie Xu:
Collaborative Service Placement for Edge Computing in Dense Small Cell Networks. IEEE Trans. Mob. Comput. 20(2): 377-390 (2021) - [j76]Chenxin Dai, Xiumin Wang, Kai Liu, Deyu Qi, Weiwei Lin, Pan Zhou:
Stable Task Assignment for Mobile Crowdsensing With Budget Constraint. IEEE Trans. Mob. Comput. 20(12): 3439-3452 (2021) - [j75]Haoran You, Yu Cheng, Tianheng Cheng, Chun-Liang Li, Pan Zhou:
Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4389-4403 (2021) - [j74]Tong Wu, Pan Zhou, Binghui Wang, Ang Li, Xueming Tang, Zichuan Xu, Kai Chen, Xiaofeng Ding:
Joint Traffic Control and Multi-Channel Reassignment for Core Backbone Network in SDN-IoT: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Netw. Sci. Eng. 8(1): 231-245 (2021) - [j73]Pan Zhou, Yulai Xie, Ben Niu, Lingjun Pu, Zichuan Xu, Hao Jiang, Huawei Huang:
QoE-Aware 3D Video Streaming via Deep Reinforcement Learning in Software Defined Networking Enabled Mobile Edge Computing. IEEE Trans. Netw. Sci. Eng. 8(1): 419-433 (2021) - [j72]Shuwen Yi, Hao Jiang, Ying Jiang, Pan Zhou, Qiang Wang:
A Hyperbolic Embedding Method for Weighted Networks. IEEE Trans. Netw. Sci. Eng. 8(1): 599-612 (2021) - [j71]Youqi Li, Fan Li, Song Yang, Pan Zhou, Liehuang Zhu, Yu Wang:
Three-Stage Stackelberg Long-Term Incentive Mechanism and Monetization for Mobile Crowdsensing: An Online Learning Approach. IEEE Trans. Netw. Sci. Eng. 8(2): 1385-1398 (2021) - [j70]Jing Wu, Juzhen Wang, Qimei Chen, Zenghui Yuan, Pan Zhou, Xiumin Wang, Cai Fu:
Resource Allocation for Delay-Sensitive Vehicle-to-Multi-Edges (V2Es) Communications in Vehicular Networks: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Netw. Sci. Eng. 8(2): 1873-1886 (2021) - [j69]Shiqian Li, Wei Li, Shiping Wen, Kaibo Shi, Yin Yang, Pan Zhou, Tingwen Huang:
Auto-FERNet: A Facial Expression Recognition Network With Architecture Search. IEEE Trans. Netw. Sci. Eng. 8(3): 2213-2222 (2021) - [j68]Xiaofeng Ding, Shujun Sheng, Jing Liu, Pan Zhou:
Efficient Probabilistic K-NN Computation in Uncertain Sensor Networks. IEEE Trans. Netw. Sci. Eng. 8(3): 2575-2587 (2021) - [j67]Wei Wei, Jiayi Liu, Xianling Mao, Guibing Guo, Feida Zhu, Pan Zhou, Yuchong Hu, Shanshan Feng:
Target-guided Emotion-aware Chat Machine. ACM Trans. Inf. Syst. 39(4): 43:1-43:24 (2021) - [j66]Zichuan Xu, Liqian Zhao, Weifa Liang, Omer F. Rana, Pan Zhou, Qiufen Xia, Wenzheng Xu, Guowei Wu:
Energy-Aware Inference Offloading for DNN-Driven Applications in Mobile Edge Clouds. IEEE Trans. Parallel Distributed Syst. 32(4): 799-814 (2021) - [j65]Shiping Wen, Weiwei Liu, Yin Yang, Pan Zhou, Zhenyuan Guo, Zheng Yan, Yiran Chen, Tingwen Huang:
Multilabel Image Classification via Feature/Label Co-Projection. IEEE Trans. Syst. Man Cybern. Syst. 51(11): 7250-7259 (2021) - [c69]Daizong Liu, Shuangjie Xu, Xiao-Yang Liu, Zichuan Xu, Wei Wei, Pan Zhou:
Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation. AAAI 2021: 2100-2108 - [c68]Daizong Liu, Dongdong Yu, Changhu Wang, Pan Zhou:
F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation. AAAI 2021: 2109-2117 - [c67]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Yu Cheng, Wei Wei, Zichuan Xu, Yulai Xie:
Context-Aware Biaffine Localizing Network for Temporal Sentence Grounding. CVPR 2021: 11235-11244 - [c66]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou:
Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos. EMNLP (1) 2021: 9292-9301 - [c65]Daizong Liu, Xiaoye Qu, Pan Zhou:
Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding. EMNLP (1) 2021: 9302-9311 - [c64]Houxiang Fan, Binghui Wang, Pan Zhou, Ang Li, Zichuan Xu, Cai Fu, Hai Li, Yiran Chen:
Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs. HPCC/DSS/SmartCity/DependSys 2021: 933-940 - [c63]Zichuan Xu, Dongqi Liu, Weifa Liang, Wenzheng Xu, Haipeng Dai, Qiufen Xia, Pan Zhou:
Online Learning Algorithms for Offloading Augmented Reality Requests with Uncertain Demands in MECs. ICDCS 2021: 1064-1074 - [c62]Zichuan Xu, Haozhe Ren, Weifa Liang, Qiufen Xia, Wanlei Zhou, Guowei Wu, Pan Zhou:
Near Optimal and Dynamic Mechanisms Towards a Stable NFV Market in Multi-Tier Cloud Networks. INFOCOM 2021: 1-10 - [c61]Zhikang Zou, Xiaoye Qu, Pan Zhou, Shuangjie Xu, Xiaoqing Ye, Wenhao Wu, Jin Ye:
Coarse to Fine: Domain Adaptive Crowd Counting via Adversarial Scoring Network. ACM Multimedia 2021: 2185-2194 - [c60]Qiming Wu, Zhikang Zou, Pan Zhou, Xiaoqing Ye, Binghui Wang, Ang Li:
Towards Adversarial Patch Analysis and Certified Defense against Crowd Counting. ACM Multimedia 2021: 2195-2204 - [c59]Nannan Zhang, Wei Wang, Ruining Lan, Pan Zhou, Aiping Huang:
Delay-Aware Cache-Enabled Cooperative D2D Transmission in Mobile Cellular Networks. WCNC 2021: 1-6 - [i55]Wenxiao Wang, Tianhao Wang, Lun Wang, Nanqing Luo, Pan Zhou, Dawn Song, Ruoxi Jia:
DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing. CoRR abs/2103.01496 (2021) - [i54]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Yu Cheng, Wei Wei, Zichuan Xu, Yulai Xie:
Context-aware Biaffine Localizing Network for Temporal Sentence Grounding. CoRR abs/2103.11555 (2021) - [i53]Qiming Wu, Zhikang Zou, Pan Zhou, Xiaoqing Ye, Binghui Wang, Ang Li:
Towards Adversarial Patch Analysis and Certified Defense against Crowd Counting. CoRR abs/2104.10868 (2021) - [i52]Huming Qiu, Hua Ma, Zhi Zhang, Yifeng Zheng, Anmin Fu, Pan Zhou, Yansong Gao, Derek Abbott, Said F. Al-Sarawi:
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things. CoRR abs/2105.03822 (2021) - [i51]Zanbo Wang, Wei Wei, Xianling Mao, Shanshan Feng, Pan Zhou, Zhiyong He, Sheng Jiang:
Exploiting Global Contextual Information for Document-level Named Entity Recognition. CoRR abs/2106.00887 (2021) - [i50]Wei Wei, Jiayi Liu, Xianling Mao, Guibing Guo, Feida Zhu, Pan Zhou, Yuchong Hu:
Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction. CoRR abs/2106.03044 (2021) - [i49]Zhikang Zou, Xiaoye Qu, Pan Zhou, Shuangjie Xu, Xiaoqing Ye, Wenhao Wu, Jin Ye:
Coarse to Fine: Domain Adaptive Crowd Counting via Adversarial Scoring Network. CoRR abs/2107.12858 (2021) - [i48]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou:
Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos. CoRR abs/2109.06398 (2021) - [i47]Daizong Liu, Xiaoye Qu, Pan Zhou:
Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding. CoRR abs/2109.06400 (2021) - [i46]Yang Peng, Ping Liu, Yawei Luo, Pan Zhou, Zichuan Xu, Jingen Liu:
Unsupervised Domain Adaptive Person Re-Identification via Human Learning Imitation. CoRR abs/2111.14014 (2021) - [i45]Wenbo Gou, Wen Shi, Jian Lou, Lijie Huang, Pan Zhou, Ruixuan Li:
SNEAK: Synonymous Sentences-Aware Adversarial Attack on Natural Language Video Localization. CoRR abs/2112.04154 (2021) - 2020
- [j64]Kehao Wang, Guohua Chen, Qingsong Ai, Hui Cao, Pan Zhou, Dapeng Wu:
Reversible Data Hiding Based on Structural Similarity Block Selection. IEEE Access 8: 20375-20385 (2020) - [j63]Kehao Wang, Zhenhua Xiong, Lin Chen, Pan Zhou, Hyundong Shin:
Joint time delay and energy optimization with intelligent overclocking in edge computing. Sci. China Inf. Sci. 63(4) (2020) - [j62]Yuanfan Yao, Ziyu Wang, Pan Zhou:
Privacy-preserving and energy efficient task offloading for collaborative mobile computing in IoT: An ADMM approach. Comput. Secur. 96: 101886 (2020) - [j61]Daizong Liu, Xi Ouyang, Shuangjie Xu, Pan Zhou, Kun He, Shiping Wen:
SAANet: Siamese action-units attention network for improving dynamic facial expression recognition. Neurocomputing 413: 145-157 (2020) - [j60]Yifan Yang, Jie Xu, Zichuan Xu, Pan Zhou, Tie Qiu:
Quantile Context-Aware Social IoT Service Big Data Recommendation With D2D Communication. IEEE Internet Things J. 7(6): 5533-5548 (2020) - [j59]Ning Chen, Tie Qiu, Chaoxu Mu, Min Han, Pan Zhou:
Deep Actor-Critic Learning-Based Robustness Enhancement of Internet of Things. IEEE Internet Things J. 7(7): 6191-6200 (2020) - [j58]Zilong Cao, Pan Zhou, Ruixuan Li, Siqi Huang, Dapeng Oliver Wu:
Multiagent Deep Reinforcement Learning for Joint Multichannel Access and Task Offloading of Mobile-Edge Computing in Industry 4.0. IEEE Internet Things J. 7(7): 6201-6213 (2020) - [j57]Yugen Qin, Qiufen Xia, Zichuan Xu, Pan Zhou, Alex Galis, Omer F. Rana, Jiankang Ren, Guowei Wu:
Enabling Multicast Slices in Edge Networks. IEEE Internet Things J. 7(9): 8485-8501 (2020) - [j56]Qingwen Wang, Jianghui Li, Qian Qi, Pan Zhou, Dapeng Oliver Wu:
A Game-Theoretic Routing Protocol for 3-D Underwater Acoustic Sensor Networks. IEEE Internet Things J. 7(10): 9846-9857 (2020) - [j55]Wei Du, Ang Li, Pan Zhou, Zichuan Xu, Xiumin Wang, Hao Jiang, Dapeng Oliver Wu:
Approximate to Be Great: Communication Efficient and Privacy-Preserving Large-Scale Distributed Deep Learning in Internet of Things. IEEE Internet Things J. 7(12): 11678-11692 (2020) - [j54]Ziyu Wang, Nanqing Luo, Pan Zhou:
GuardHealth: Blockchain empowered secure data management and Graph Convolutional Network enabled anomaly detection in smart healthcare. J. Parallel Distributed Comput. 142: 1-12 (2020) - [j53]Sicong Zhou, Huawei Huang, Wuhui Chen, Pan Zhou, Zibin Zheng, Song Guo:
PiRATE: A Blockchain-Based Secure Framework of Distributed Machine Learning in 5G Networks. IEEE Netw. 34(6): 84-91 (2020) - [j52]Kehao Wang, Zhixin Hu, Qingsong Ai, Yi Zhong, Jihong Yu, Pan Zhou, Lin Chen, Hyundong Shin:
Joint Offloading and Charge Cost Minimization in Mobile Edge Computing. IEEE Open J. Commun. Soc. 1: 205-216 (2020) - [j51]Xiang Fang, Yuchong Hu, Pan Zhou, Dapeng Oliver Wu:
V$^3$H: View Variation and View Heredity for Incomplete Multiview Clustering. IEEE Trans. Artif. Intell. 1(3): 233-247 (2020) - [j50]Pan Zhou, Jie Xu, Wei Wang, Changkun Jiang, Kehao Wang, Jia Hu:
Human-Behavior and QoE-Aware Dynamic Channel Allocation for 5G Networks: A Latent Contextual Bandit Learning Approach. IEEE Trans. Cogn. Commun. Netw. 6(2): 436-451 (2020) - [j49]Shan Wen, Guanghui Liu, Qiang Chen, Huiyang Qu, Miao Tian, Jishun Guo, Pan Zhou, Dapeng Oliver Wu:
Time-Frequency Compressed FTN Signaling: A Solution to Spectrally Efficient Single-Carrier System. IEEE Trans. Commun. 68(5): 3125-3139 (2020) - [j48]Xin Liu, Pan Zhou, Tie Qiu, Dapeng Oliver Wu:
Blockchain-Enabled Contextual Online Learning Under Local Differential Privacy for Coronary Heart Disease Diagnosis in Mobile Edge Computing. IEEE J. Biomed. Health Informatics 24(8): 2177-2188 (2020) - [j47]Pan Zhou, Qiben Yan, Kehao Wang, Zichuan Xu, Shouling Ji, Kaigui Bian:
Jamsa: A Utility Optimal Contextual Online Learning Framework for Anti-Jamming Wireless Scheduling Under Reactive Jamming Attack. IEEE Trans. Netw. Sci. Eng. 7(3): 1862-1878 (2020) - [j46]Haozhe Ren, Zichuan Xu, Weifa Liang, Qiufen Xia, Pan Zhou, Omer F. Rana, Alex Galis, Guowei Wu:
Efficient Algorithms for Delay-Aware NFV-Enabled Multicasting in Mobile Edge Clouds With Resource Sharing. IEEE Trans. Parallel Distributed Syst. 31(9): 2050-2066 (2020) - [j45]Tong Wu, Pan Zhou, Kai Liu, Yali Yuan, Xiumin Wang, Huawei Huang, Dapeng Oliver Wu:
Multi-Agent Deep Reinforcement Learning for Urban Traffic Light Control in Vehicular Networks. IEEE Trans. Veh. Technol. 69(8): 8243-8256 (2020) - [j44]Xin Wang, Jing Liu, Tie Qiu, Chaoxu Mu, Chen Chen, Pan Zhou:
A Real-Time Collision Prediction Mechanism With Deep Learning for Intelligent Transportation System. IEEE Trans. Veh. Technol. 69(9): 9497-9508 (2020) - [j43]Xiumin Wang, Jianping Wang, Xinglin Zhang, Xiaoming Chen, Pan Zhou:
Joint Task Offloading and Payment Determination for Mobile Edge Computing: A Stable Matching Based Approach. IEEE Trans. Veh. Technol. 69(10): 12148-12161 (2020) - [j42]GuoHui Li, Qi Chen, Bolong Zheng, Nguyen Quoc Viet Hung, Pan Zhou, Guanfeng Liu:
Time-aspect-sentiment Recommendation Models Based on Novel Similarity Measure Methods. ACM Trans. Web 14(2): 5:1-5:26 (2020) - [c58]Fulin Wen, Lei Yang, Wei Cai, Pan Zhou:
DP-Hybrid: A Two-Layer Consensus Protocol for High Scalability in Permissioned Blockchain. BlockSys 2020: 57-71 - [c57]Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou:
Reasoning Step-by-Step: Temporal Sentence Localization in Videos via Deep Rectification-Modulation Network. COLING 2020: 1841-1851 - [c56]Lulu Xiao, Xiaoye Qu, Ruixuan Li, Jun Wang, Pan Zhou, Yuhua Li:
Fine-Grained Text Sentiment Transfer via Dependency Parsing. ECAI 2020: 2228-2235 - [c55]Zhikang Zou, Yifan Liu, Shuangjie Xu, Wei Wei, Shiping Wen, Pan Zhou:
Crowd Counting via Hierarchical Scale Recalibration Network. ECAI 2020: 2864-2871 - [c54]Nannan Zhang, Wei Wang, Pan Zhou, Aiping Huang:
Delay-Optimal Edge Cache Replacement with Non-Markovian Content Fetching. GLOBECOM 2020: 1-6 - [c53]Zichuan Xu, Yugen Qin, Pan Zhou, John C. S. Lui, Weifa Liang, Qiufen Xia, Wenzheng Xu, Guowei Wu:
To Cache or Not to Cache: Stable Service Caching in Mobile Edge-Clouds of a Service Market. ICDCS 2020: 421-431 - [c52]Shouling Ji, Qinchen Gu, Haiqin Weng, Qianjun Liu, Pan Zhou, Jing Chen, Zhao Li, Raheem Beyah, Ting Wang:
De-Health: All Your Online Health Information Are Belong to Us. ICDE 2020: 1609-1620 - [c51]Daizong Liu, Hongting Zhang, Pan Zhou:
Video-based Facial Expression Recognition using Graph Convolutional Networks. ICPR 2020: 607-614 - [c50]Xinxing Su, Yuchen Yuan, Xiangbo Su, Zhikang Zou, Shilei Wen, Pan Zhou:
HANet: Hybrid Attention-aware Network for Crowd Counting. ICPR 2020: 7707-7714 - [c49]Hongting Zhang, Pan Zhou, Qiben Yan, Xiao-Yang Liu:
Generating Robust Audio Adversarial Examples with Temporal Dependency. IJCAI 2020: 3167-3173 - [c48]Lixing Chen, Zhuo Lu, Pan Zhou, Jie Xu:
Learning Optimal Sniffer Channel Assignment for Small Cell Cognitive Radio Networks. INFOCOM 2020: 656-665 - [c47]Yinjie Zhang, Yuanxing Zhang, Yi Wu, Yu Tao, Kaigui Bian, Pan Zhou, Lingyang Song, Hu Tuo:
Improving Quality of Experience by Adaptive Video Streaming with Super-Resolution. INFOCOM 2020: 1957-1966 - [c46]Zichuan Xu, Lizhen Zhou, Sid Chi-Kin Chau, Weifa Liang, Qiufen Xia, Pan Zhou:
Collaborate or Separate? Distributed Service Caching in Mobile Edge Clouds. INFOCOM 2020: 2066-2075 - [c45]Zichuan Xu, Jiangkai Wu, Qiufen Xia, Pan Zhou, Jiankang Ren, Huizhi Liang:
Identity-Aware Attribute Recognition via Real-Time Distributed Inference in Mobile Edge Clouds. ACM Multimedia 2020: 3265-3273 - [c44]Daizong Liu, Xiaoye Qu, Xiao-Yang Liu, Jianfeng Dong, Pan Zhou, Zichuan Xu:
Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization. ACM Multimedia 2020: 4070-4078 - [c43]Xiaoye Qu, Pengwei Tang, Zhikang Zou, Yu Cheng, Jianfeng Dong, Pan Zhou, Zichuan Xu:
Fine-grained Iterative Attention Network for Temporal Language Localization in Videos. ACM Multimedia 2020: 4280-4288 - [c42]Qiufen Xia, Wenhao Ren, Zichuan Xu, Pan Zhou, Wenzheng Xu, Guowei Wu:
Learn to Optimize: Adaptive VNF Provisioning in Mobile Edge Clouds. SECON 2020: 1-9 - [i44]Zeyue Xue, Shuang Luo, Chao Wu, Pan Zhou, Kaigui Bian, Wei Du:
Transfer Heterogeneous Knowledge Among Peer-to-Peer Teammates: A Model Distillation Approach. CoRR abs/2002.02202 (2020) - [i43]Zhikang Zou, Yifan Liu, Shuangjie Xu, Wei Wei, Shiping Wen, Pan Zhou:
Crowd Counting via Hierarchical Scale Recalibration Network. CoRR abs/2003.03545 (2020) - [i42]Lingjun Pu, Xu Chen, Ruilin Yun, Xinjing Yuan, Pan Zhou, Jingdong Xu:
Cocktail: Cost-efficient and Data Skew-aware Online In-Network Distributed Machine Learning for Intelligent 5G and Beyond. CoRR abs/2004.00799 (2020) - [i41]Daizong Liu, Xiaoye Qu, Xiao-Yang Liu, Jianfeng Dong, Pan Zhou, Zichuan Xu:
Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization. CoRR abs/2008.01403 (2020) - [i40]Xiaoye Qu, Pengwei Tang, Zhikang Zhou, Yu Cheng, Jianfeng Dong, Pan Zhou:
Fine-grained Iterative Attention Network for TemporalLanguage Localization in Videos. CoRR abs/2008.02448 (2020) - [i39]Zichuan Xu, Jiangkai Wu, Qiufen Xia, Pan Zhou, Jiankang Ren, Huizhi Liang:
Identity-Aware Attribute Recognition via Real-Time Distributed Inference in Mobile Edge Clouds. CoRR abs/2008.05255 (2020) - [i38]Houxiang Fan, Binghui Wang, Pan Zhou, Ang Li, Meng Pang, Zichuan Xu, Cai Fu, Hai Li, Yiran Chen:
Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs. CoRR abs/2009.00163 (2020) - [i37]Binghui Wang, Tianxiang Zhou, Minhua Lin, Pan Zhou, Ang Li, Meng Pang, Cai Fu, Hai Li, Yiran Chen:
Evasion Attacks to Graph Neural Networks via Influence Function. CoRR abs/2009.00203 (2020) - [i36]Daizong Liu, Hongting Zhang, Pan Zhou:
Video-based Facial Expression Recognition using Graph Convolutional Networks. CoRR abs/2010.13386 (2020) - [i35]Wei Wei, Jiayi Liu, Xianling Mao, Guibing Guo, Feida Zhu, Pan Zhou, Yuchong Hu, Shanshan Feng:
Target Guided Emotion Aware Chat Machine. CoRR abs/2011.07432 (2020) - [i34]Ziyang Wang, Wei Wei, Xian-Ling Mao, Guibing Guo, Pan Zhou, Shanshan Feng:
User-based Network Embedding for Collective Opinion Spammer Detection. CoRR abs/2011.07783 (2020) - [i33]Xiang Fang, Yuchong Hu, Pan Zhou, Xiao-Yang Liu, Dapeng Oliver Wu:
Unbalanced Incomplete Multi-view Clustering via the Scheme of View Evolution: Weak Views are Meat; Strong Views do Eat. CoRR abs/2011.10254 (2020) - [i32]Xiang Fang, Yuchong Hu, Pan Zhou, Xiao-Yang Liu, Dapeng Oliver Wu:
ANIMC: A Soft Framework for Auto-weighted Noisy and Incomplete Multi-view Clustering. CoRR abs/2011.10331 (2020) - [i31]Xiang Fang, Yuchong Hu, Pan Zhou, Dapeng Oliver Wu:
V3H: Incomplete Multi-view Clustering via View Variation and View Heredity. CoRR abs/2011.11194 (2020) - [i30]Daizong Liu, Dongdong Yu, Changhu Wang, Pan Zhou:
F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation. CoRR abs/2012.02534 (2020) - [i29]Daizong Liu, Shuangjie Xu, Xiao-Yang Liu, Zichuan Xu, Wei Wei, Pan Zhou:
Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation. CoRR abs/2012.05499 (2020)
2010 – 2019
- 2019
- [j41]Menglan Hu, Ziyi Chen, Kai Peng, Xiaoqiang Ma, Pan Zhou, Jiangchuan Liu:
Periodic Charging for Wireless Sensor Networks With Multiple Portable Chargers. IEEE Access 7: 2612-2623 (2019) - [j40]Xinxing Su, Xiaoye Qu, Zhikang Zou, Pan Zhou, Wei Wei, Shiping Wen, Menglan Hu:
k-Reciprocal Harmonious Attention Network for Video-Based Person Re-Identification. IEEE Access 7: 22457-22470 (2019) - [j39]Xi Ouyang, Shuangjie Xu, Chaoyun Zhang, Pan Zhou, Yang Yang, Guanghui Liu, Xuelong Li:
A 3D-CNN and LSTM Based Multi-Task Learning Architecture for Action Recognition. IEEE Access 7: 40757-40770 (2019) - [j38]Kai Peng, Jingxuan Du, Fang Lu, Qianguo Sun, Yan Dong, Pan Zhou, Menglan Hu:
A Hybrid Genetic Algorithm on Routing and Scheduling for Vehicle-Assisted Multi-Drone Parcel Delivery. IEEE Access 7: 49191-49200 (2019) - [j37]Kehao Wang, Lin Chen, Kaigui Bian, Wei Wang, Pan Zhou:
On Cooperative Channel Rendezvous in Cognitive Radio Networks. IEEE Access 7: 57500-57515 (2019) - [j36]Zhuoling Li, Minghui Dong, Shiping Wen, Xiang Hu, Pan Zhou, Zhigang Zeng:
CLU-CNNs: Object detection for medical images. Neurocomputing 350: 53-59 (2019) - [j35]Zhikang Zou, Yu Cheng, Xiaoye Qu, Shouling Ji, Xiaoxiao Guo, Pan Zhou:
Attend to count: Crowd counting with adaptive capacity multi-scale CNNs. Neurocomputing 367: 75-83 (2019) - [j34]Pan Zhou, Guohui Zhong, Menglan Hu, Ruixuan Li, Qiben Yan, Kun Wang, Shouling Ji, Dapeng Oliver Wu:
Privacy-Preserving and Residential Context-Aware Online Learning for IoT-Enabled Energy Saving With Big Data Support in Smart Home Environment. IEEE Internet Things J. 6(5): 7450-7468 (2019) - [j33]Pan Zhou, Wenbo Chen, Shouling Ji, Hao Jiang, Li Yu, Dapeng Oliver Wu:
Privacy-Preserving Online Task Allocation in Edge-Computing-Enabled Massive Crowdsensing. IEEE Internet Things J. 6(5): 7773-7787 (2019) - [j32]Desheng Wang, Peng Hu, Jingxuan Du, Pan Zhou, Tianping Deng, Menglan Hu:
Routing and Scheduling for Hybrid Truck-Drone Collaborative Parcel Delivery With Independent and Truck-Carried Drones. IEEE Internet Things J. 6(6): 10483-10495 (2019) - [j31]Wenbo Chen, Anni Zhou, Pan Zhou, Liang Gao, Shouling Ji, Dapeng Wu:
A Privacy-Preserving Online Learning Approach for Incentive-Based Demand Response in Smart Grid. IEEE Syst. J. 13(4): 4208-4218 (2019) - [j30]Wenbo Chen, Anni Zhou, Pan Zhou, Liang Gao, Shouling Ji, Dapeng Wu:
Corrections to "A Privacy-Preserving Online Learning Approach for Incentive-Based Demand Response in Smart Grid". IEEE Syst. J. 13(4): 4482-4483 (2019) - [j29]Ronghui Ju, Chenhui Hu, Pan Zhou, Quanzheng Li:
Early Diagnosis of Alzheimer's Disease Based on Resting-State Brain Networks and Deep Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 16(1): 244-257 (2019) - [j28]Pan Zhou, Kehao Wang, Jie Xu, Dapeng Oliver Wu:
Differentially-Private and Trustworthy Online Social Multimedia Big Data Retrieval in Edge Computing. IEEE Trans. Multim. 21(3): 539-554 (2019) - [j27]Yinan Feng, Pan Zhou, Jie Xu, Shouling Ji, Dapeng Wu:
Video Big Data Retrieval Over Media Cloud: A Context-Aware Online Learning Approach. IEEE Trans. Multim. 21(7): 1762-1777 (2019) - [j26]Pan Zhou, Jie Xu, Wei Wang, Yuchong Hu, Dapeng Oliver Wu, Shouling Ji:
Toward Optimal Adaptive Online Shortest Path Routing With Acceleration Under Jamming Attack. IEEE/ACM Trans. Netw. 27(5): 1815-1829 (2019) - [j25]Kun He, Xiaozhu Meng, Zhizhou Pan, Ling Yuan, Pan Zhou:
A Novel Task-Duplication Based Clustering Algorithm for Heterogeneous Computing Environments. IEEE Trans. Parallel Distributed Syst. 30(1): 2-14 (2019) - [j24]Kehao Wang, Jihong Yu, Lin Chen, Pan Zhou, Xiaohu Ge, Moe Z. Win:
Opportunistic Scheduling Revisited Using Restless Bandits: Indexability and Index Policy. IEEE Trans. Wirel. Commun. 18(10): 4997-5010 (2019) - [c41]Zhikang Zou, Huiliang Shao, Xiaoye Qu, Wei Wei, Pan Zhou:
Enhanced 3D convolutional networks for crowd counting. BMVC 2019: 250 - [c40]Wenjin Yan, Ruixuan Li, Jun Wang, Yuhua Li, Jinyang Wang, Pan Zhou, Xiwu Gu:
Imbalance Rectification in Deep Logistic Regression for Multi-Label Image Classification Using Random Noise Samples. CIKM 2019: 1131-1140 - [c39]Wei Wei, Jiayi Liu, Xianling Mao, Guibing Guo, Feida Zhu, Pan Zhou, Yuchong Hu:
Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction. CIKM 2019: 1401-1410 - [c38]Shuangjie Xu, Daizong Liu, Linchao Bao, Wei Liu, Pan Zhou:
MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation. CVPR 2019: 314-323 - [c37]Weiguang Zhao, Mingxuan Chen, Difan Mu, Pan Zhou, Kehao Wang:
Differentially Private Tree-Based Contextual Online Learning for Service Big Data Selection in IoT. GLOBECOM 2019: 1-6 - [c36]M. D. Samiul Islam, Daizong Liu, Kewei Wang, Pan Zhou, Li Yu, Dapeng Wu:
A Case Study of HealthCare Platform using Big Data Analytics and Machine Learning. HPCCT/BDAI 2019: 139-146 - [c35]Shan Wen, Guanghui Liu, Qiang Chen, Huiyang Qu, Yanyan Wang, Pan Zhou:
Optimization of Precoded FTN Signaling with MMSE-Based Turbo Equalization. ICC 2019: 1-6 - [c34]Pan Zhou, Guanghui Liu, Shimin Gong, Wei Wang, Dapeng Wu, Chonghao Zhang:
Online Learning for Context-Aware Multi-User Package Delivery System with Unmanned Vehicles. ICC 2019: 1-7 - [c33]Zichuan Xu, Yutong Zhang, Weifa Liang, Qiufen Xia, Omer F. Rana, Alex Galis, Guowei Wu, Pan Zhou:
NFV-Enabled Multicasting in Mobile Edge Clouds with Resource Sharing. ICPP 2019: 104:1-104:10 - [c32]Difan Mu, Pan Zhou, Qinghua Li, Ruixuan Li, Jie Xu:
Privacy-Preserving MEC-Enabled Contextual Online Learning via SDN for Service Selection in IoT. MASS 2019: 290-298 - [c31]Xiaoye Qu, Zhikang Zou, Yu Cheng, Yang Yang, Pan Zhou:
Adversarial Category Alignment Network for Cross-domain Sentiment Classification. NAACL-HLT (1) 2019: 2496-2508 - [c30]Xueyan Chen, Kehao Wang, Jihong Yu, Lin Chen, Pan Zhou:
Energy-Efficient Base Station Deployment in Heterogeneous Communication Network. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1644-1649 - [i28]Shouling Ji, Haiqin Weng, Yiming Wu, Pan Zhou, Qinming He, Raheem Beyah, Ting Wang:
FDI: Quantifying Feature-based Data Inferability. CoRR abs/1902.00714 (2019) - [i27]Shouling Ji, Qinchen Gu, Haiqin Weng, Qianjun Liu, Pan Zhou, Qinming He, Raheem Beyah, Ting Wang:
De-Health: All Your Online Health Information Are Belong to Us. CoRR abs/1902.00717 (2019) - [i26]Shuangjie Xu, Daizong Liu, Linchao Bao, Wei Liu, Pan Zhou:
MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation. CoRR abs/1904.08141 (2019) - [i25]Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang:
EnlightenGAN: Deep Light Enhancement without Paired Supervision. CoRR abs/1906.06972 (2019) - [i24]Zhikang Zou, Yu Cheng, Xiaoye Qu, Shouling Ji, Xiaoxiao Guo, Pan Zhou:
Attend To Count: Crowd Counting with Adaptive Capacity Multi-scale CNNs. CoRR abs/1908.02797 (2019) - [i23]Zhikang Zou, Huiliang Shao, Xiaoye Qu, Wei Wei, Pan Zhou:
Enhanced 3D convolutional networks for crowd counting. CoRR abs/1908.04121 (2019) - [i22]Wei Wei, Zanbo Wang, Xianling Mao, Guangyou Zhou, Pan Zhou, Sheng Jiang:
Enhancing Neural Sequence Labeling with Position-Aware Self-Attention. CoRR abs/1908.09128 (2019) - [i21]Shuangjie Xu, Feng Xu, Yu Cheng, Pan Zhou:
Tell-the-difference: Fine-grained Visual Descriptor via a Discriminating Referee. CoRR abs/1910.06426 (2019) - 2018
- [j23]Chengming Li, Shimin Gong, Zhaolong Ning, Laiping Zhao, Qingshan Jiang, Pan Zhou:
Robust Caching Control in Crowdsourced Content-Centric Mobile Networking. IEEE Access 6: 59811-59821 (2018) - [j22]Zhikang Zou, Xinxing Su, Xiaoye Qu, Pan Zhou:
DA-Net: Learning the Fine-Grained Density Distribution With Deformation Aggregation Network. IEEE Access 6: 60745-60756 (2018) - [j21]Wenbo Chen, Pan Zhou, Shaokang Dong, Shimin Gong, Menglan Hu, Kehao Wang, Dapeng Oliver Wu:
Tree-Based Contextual Learning for Online Job or Candidate Recommendation With Big Data Support in Professional Social Networks. IEEE Access 6: 77725-77739 (2018) - [j20]Lin Chen, Ruolin Fan, Yangbin Zhang, Shuyu Shi, Kaigui Bian, Lin Chen, Pan Zhou, Mario Gerla, Tao Wang, Xiaoming Li:
On heterogeneous duty cycles for neighbor discovery in wireless sensor networks. Ad Hoc Networks 77: 54-68 (2018) - [j19]Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen:
Robust discrete code modeling for supervised hashing. Pattern Recognit. 75: 128-135 (2018) - [j18]Yu Cheng, Duo Wang, Pan Zhou, Tao Zhang:
Model Compression and Acceleration for Deep Neural Networks: The Principles, Progress, and Challenges. IEEE Signal Process. Mag. 35(1): 126-136 (2018) - [j17]Xi Ouyang, Kang Gu, Pan Zhou:
Spatial Pyramid Pooling Mechanism in 3D Convolutional Network for Sentence-Level Classification. IEEE ACM Trans. Audio Speech Lang. Process. 26(11): 2167-2179 (2018) - [j16]Yitu Wang, Wei Wang, Lin Chen, Pan Zhou, Zhaoyang Zhang:
Relay Selection for Multi-Channel Cooperative Multicast: Lexicographic Max-Min Optimization. IEEE Trans. Commun. 66(3): 959-971 (2018) - [j15]Yinan Feng, Pan Zhou, Dapeng Oliver Wu, Yuchong Hu:
Accurate Content Push for Content-Centric Social Networks: A Big Data Support Online Learning Approach. IEEE Trans. Emerg. Top. Comput. Intell. 2(6): 426-438 (2018) - [j14]Lixing Chen, Pan Zhou, Liang Gao, Jie Xu:
Adaptive Fog Configuration for the Industrial Internet of Things. IEEE Trans. Ind. Informatics 14(10): 4656-4664 (2018) - [j13]Weining Lu, Yipeng Li, Yu Cheng, Deshan Meng, Bin Liang, Pan Zhou:
Early Fault Detection Approach With Deep Architectures. IEEE Trans. Instrum. Meas. 67(7): 1679-1689 (2018) - [j12]Yuchong Hu, Patrick P. C. Lee, Kenneth W. Shum, Pan Zhou:
Proxy-Assisted Regenerating Codes With Uncoded Repair for Distributed Storage Systems. IEEE Trans. Inf. Theory 64(4): 2512-2528 (2018) - [j11]Chencheng Li, Pan Zhou, Li Xiong, Qian Wang, Ting Wang:
Differentially Private Distributed Online Learning. IEEE Trans. Knowl. Data Eng. 30(8): 1440-1453 (2018) - [j10]Qian Wang, Minxin Du, Xiuying Chen, Yanjiao Chen, Pan Zhou, Xiaofeng Chen, Xinyi Huang:
Privacy-Preserving Collaborative Model Learning: The Case of Word Vector Training. IEEE Trans. Knowl. Data Eng. 30(12): 2381-2393 (2018) - [j9]Yuan Xue, Pan Zhou, Shiwen Mao, Dapeng Oliver Wu, Yingjie Zhou:
Pure-Exploration Bandits for Channel Selection in Mission-Critical Wireless Communications. IEEE Trans. Veh. Technol. 67(11): 10995-11007 (2018) - [j8]Kehao Wang, Lin Chen, Jihong Yu, Qingju Fan, Yang Zhang, Wei Chen, Pan Zhou, Yi Zhong:
On Optimality of Second-Highest Policy for Opportunistic Multichannel Access. IEEE Trans. Veh. Technol. 67(12): 12013-12024 (2018) - [j7]Lixing Chen, Jie Xu, Shaolei Ren, Pan Zhou:
Spatio-Temporal Edge Service Placement: A Bandit Learning Approach. IEEE Trans. Wirel. Commun. 17(12): 8388-8401 (2018) - [c29]Anni Zhou, Pan Zhou, Dapeng Oliver Wu, Yuchong Hu, Shouling Ji:
T-PriDO: A Tree-based Privacy-Preserving and Contextual Collaborative Online Big Data Processing System. CNS 2018: 1-9 - [c28]Yifan Hou, Pan Zhou, Jie Xu, Dapeng Oliver Wu:
Course recommendation of MOOC with big data support: A contextual online learning approach. INFOCOM Workshops 2018: 106-111 - [c27]Jie Xu, Lixing Chen, Pan Zhou:
Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks. INFOCOM 2018: 207-215 - [c26]Xiaoyang Zhang, Yuchong Hu, Patrick P. C. Lee, Pan Zhou:
Toward Optimal Storage Scaling via Network Coding: From Theory to Practice. INFOCOM 2018: 1808-1816 - [c25]Lingchen Zhao, Lihao Ni, Shengshan Hu, Yanjiao Chen, Pan Zhou, Fu Xiao, Libing Wu:
InPrivate Digging: Enabling Tree-based Distributed Data Mining with Differential Privacy. INFOCOM 2018: 2087-2095 - [c24]Yuchong Hu, Xiaoyang Zhang, Patrick P. C. Lee, Pan Zhou:
Generalized Optimal Storage Scaling via Network Coding. ISIT 2018: 956-960 - [i20]Jie Xu, Lixing Chen, Pan Zhou:
Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks. CoRR abs/1801.05868 (2018) - [i19]Xi Ouyang, Yu Cheng, Yifan Jiang, Chun-Liang Li, Pan Zhou:
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond. CoRR abs/1804.02047 (2018) - [i18]Lixing Chen, Pan Zhou, Liang Gao, Jie Xu:
Adaptive Fog Configuration for the Industrial Internet of Things. CoRR abs/1806.07764 (2018) - [i17]Chenyang Lv, Shouling Ji, Yuwei Li, Junfeng Zhou, Jianhai Chen, Pan Zhou, Jing Chen:
SmartSeed: Smart Seed Generation for Efficient Fuzzing. CoRR abs/1807.02606 (2018) - [i16]Xinxing Su, Yingtian Zou, Yu Cheng, Shuangjie Xu, Mo Yu, Pan Zhou:
Spatial-Temporal Synergic Residual Learning for Video Person Re-Identification. CoRR abs/1807.05799 (2018) - [i15]Lixing Chen, Jie Xu, Shaolei Ren, Pan Zhou:
Spatio-temporal Edge Service Placement: A Bandit Learning Approach. CoRR abs/1810.03069 (2018) - [i14]Haoran You, Yu Cheng, Tianheng Cheng, Chun-Liang Li, Pan Zhou:
Bayesian CycleGAN via Marginalizing Latent Sampling. CoRR abs/1811.07465 (2018) - 2017
- [j6]Pan Zhou, Wenqi Wei, Kaigui Bian, Dapeng Oliver Wu, Yuchong Hu, Qian Wang:
Private and Truthful Aggregative Game for Large-Scale Spectrum Sharing. IEEE J. Sel. Areas Commun. 35(2): 463-477 (2017) - [j5]Yitu Wang, Wei Wang, Lin Chen, Pan Zhou, Zhaoyang Zhang:
Energy Efficient Scheduling for Delay-Constrained Spectrum Aggregation: A Differentiated Water-Filling Approach. IEEE Trans. Green Commun. Netw. 1(4): 395-408 (2017) - [j4]Pan Zhou, Qian Wang, Wei Wang, Yuchong Hu, Dapeng Wu:
Near-Optimal and Practical Jamming-Resistant Energy-Efficient Cognitive Radio Communications. IEEE Trans. Inf. Forensics Secur. 12(11): 2807-2822 (2017) - [j3]Yuchong Hu, Xiaolu Li, Mi Zhang, Patrick P. C. Lee, Xiaoyang Zhang, Pan Zhou, Dan Feng:
Optimal Repair Layering for Erasure-Coded Data Centers: From Theory to Practice. ACM Trans. Storage 13(4): 33:1-33:24 (2017) - [c23]Qi Chen, Wei Wang, Yitu Wang, Pan Zhou, Zhaoyang Zhang:
Content Caching Clustering Based on Piecewise Interest Similarity. GLOBECOM 2017: 1-6 - [c22]Shaokang Dong, Zijian Lei, Pan Zhou, Kaigui Bian, Guanghui Liu:
Job and Candidate Recommendation with Big Data Support: A Contextual Online Learning Approach. GLOBECOM 2017: 1-7 - [c21]Yanyan Wang, Feng Han, Huiyang Qu, Qiang Chen, Guanghui Liu, Pan Zhou:
Nonuniform Subband Superposed OFDM with Variable Granularity Spectrum Allocation for 5G. GLOBECOM 2017: 1-6 - [c20]Yangbin Zhang, Kaigui Bian, Lin Chen, Pan Zhou, Xiaoming Li:
Dynamic Slot-Length Control for Reducing Neighbor Discovery Latency in Wireless Sensor Networks. GLOBECOM 2017: 1-6 - [c19]Shuangjie Xu, Yu Cheng, Kang Gu, Yang Yang, Shiyu Chang, Pan Zhou:
Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-identification. ICCV 2017: 4743-4752 - [c18]Anni Zhou, Yinan Feng, Pan Zhou, Jie Xu:
Social Intimacy Based IoT Services Mining of Massive Data. ICDM Workshops 2017: 641-648 - [i13]Yao Shu, Man Zhu, Kun He, John E. Hopcroft, Pan Zhou:
Understanding Deep Representations through Random Weights. CoRR abs/1704.00330 (2017) - [i12]Yuchong Hu, Xiaolu Li, Mi Zhang, Patrick P. C. Lee, Xiaoyang Zhang, Pan Zhou, Dan Feng:
Optimal Repair Layering for Erasure-Coded Data Centers: From Theory to Practice. CoRR abs/1704.03696 (2017) - [i11]Shuangjie Xu, Yu Cheng, Kang Gu, Yang Yang, Shiyu Chang, Pan Zhou:
Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identification. CoRR abs/1708.02286 (2017) - [i10]Yu Cheng, Duo Wang, Pan Zhou, Tao Zhang:
A Survey of Model Compression and Acceleration for Deep Neural Networks. CoRR abs/1710.09282 (2017) - 2016
- [j2]Pan Zhou, Yingxue Zhou, Dapeng Wu, Hai Jin:
Differentially Private Online Learning for Cloud-Based Video Recommendation With Multimedia Big Data in Social Networks. IEEE Trans. Multim. 18(6): 1217-1229 (2016) - [j1]Pan Zhou, Tao Jiang:
Toward Optimal Adaptive Wireless Communications in Unknown Environments. IEEE Trans. Wirel. Commun. 15(5): 3655-3667 (2016) - [c17]Chenhui Hu, Ronghui Ju, Yusong Shen, Pan Zhou, Quanzheng Li:
Clinical decision support for Alzheimer's disease based on deep learning and brain network. ICC 2016: 1-6 - [c16]Zhuqi Li, Lin Chen, Yichong Bai, Kaigui Bian, Pan Zhou:
On diffusion-restricted social network: A measurement study of WeChat moments. ICC 2016: 1-6 - [c15]Chencheng Li, Pan Zhou, Yingxue Zhou, Kaigui Bian, Tao Jiang, Susanto Rahardja:
Distributed private online learning for social big data computing over data center networks. ICC 2016: 1-6 - [c14]Yuan Xue, Pan Zhou, Tao Jiang, Shiwen Mao, Xiaolei Huang:
Distributed Learning for Multi-Channel Selection in Wireless Network Monitoring. SECON 2016: 1-9 - [c13]Pan Zhou, Lin Cheng, Dapeng Oliver Wu:
Shortest Path Routing in Unknown Environments: Is the Adaptive Optimal Strategy Available? SECON 2016: 1-9 - [i9]Zhuqi Li, Lin Chen, Yichong Bai, Kaigui Bian, Pan Zhou:
On Diffusion-restricted Social Network: A Measurement Study of WeChat Moments. CoRR abs/1602.00193 (2016) - [i8]Chencheng Li, Pan Zhou, Yingxue Zhou, Kaigui Bian, Tao Jiang, Susanto Rahardja:
Distributed Private Online Learning for Social Big Data Computing over Data Center Networks. CoRR abs/1602.06489 (2016) - [i7]Pan Zhou, Wenqi Wei, Kaigui Bian, Dapeng Oliver Wu, Yuchong Hu:
Private and Truthful Aggregative Game for Large-Scale Spectrum Sharing. CoRR abs/1608.05537 (2016) - [i6]Yifan Hou, Pan Zhou, Ting Wang, Li Yu, Yuchong Hu, Dapeng Wu:
Context-Aware Online Learning for Course Recommendation of MOOC Big Data. CoRR abs/1610.03147 (2016) - [i5]Pan Zhou, Lin Cheng, Dapeng Oliver Wu:
Near Optimal Adaptive Shortest Path Routing with Stochastic Links States under Adversarial Attack. CoRR abs/1610.03348 (2016) - [i4]Xi Ouyang, Chaoyun Zhang, Pan Zhou, Hao Jiang:
DeepSpace: An Online Deep Learning Framework for Mobile Big Data to Understand Human Mobility Patterns. CoRR abs/1610.07009 (2016) - 2015
- [c12]Chaoyun Zhang, Pan Zhou, Cheng Hua Li, Lijun Liu:
A Convolutional Neural Network for Leaves Recognition Using Data Augmentation. CIT/IUCC/DASC/PICom 2015: 2143-2150 - [c11]Ronghui Ju, Pan Zhou, Cheng Hua Li, Lijun Liu:
An Efficient Method for Document Categorization Based on Word2vec and Latent Semantic Analysis. CIT/IUCC/DASC/PICom 2015: 2276-2283 - [c10]Xi Ouyang, Pan Zhou, Cheng Hua Li, Lijun Liu:
Sentiment Analysis Using Convolutional Neural Network. CIT/IUCC/DASC/PICom 2015: 2359-2364 - [c9]Chencheng Li, Pan Zhou, Tao Jiang:
Differential privacy and distributed online learning for wireless big data. WCSP 2015: 1-5 - [c8]Yuan Xue, Pan Zhou, Jun Li, Tao Jiang:
Distributed exploration bandit for dynamic spectrum access. WCSP 2015: 1-5 - [i3]Pan Zhou, Tao Jiang:
Towards Optimal Adaptive Wireless Communications in Unknown Environments. CoRR abs/1505.06608 (2015) - [i2]Pan Zhou, Chenhui Hu, Tao Jiang, Dapeng Wu:
Almost Optimal Energy-Efficient Cognitive Communications in Unknown Environments. CoRR abs/1507.08438 (2015) - [i1]Pan Zhou, Yingxue Zhou, Dapeng Wu, Hai Jin:
Differentially Private Online Learning for Video Recommendation with Social Big Data over Media Cloud. CoRR abs/1509.00181 (2015) - 2011
- [b1]Pan Zhou:
Power control and capacity analysis in cognitive radio networks. Georgia Institute of Technology, Atlanta, GA, USA, 2011
2000 – 2009
- 2009
- [c7]Pan Zhou, Guowang Miao, Benny Bing:
Cross-Layer Congestion Control and Scheduling in Multi-Hop OFDMA Wireless Networks. GLOBECOM 2009: 1-6 - [c6]Pan Zhou, Wei Liu, Wei Yuan, Wenqing Cheng, Shu Wang:
An energy-efficient cooperative MISO-based routing protocol for wireless sensor networks. WCNC 2009: 2314-2319 - 2008
- [c5]Pan Zhou, Wei Yuan, Wei Liu, Wenqing Cheng:
Joint Power and Rate Control in Cognitive Radio Networks: A Game-Theoretical Approach. ICC 2008: 3296-3301 - [c4]Wei Liu, Kanru Xu, Pan Zhou, Yi Ding, Wenqing Cheng:
A Joint Utility-Lifetime Optimization Algorithm for Cooperative MIMO Sensor Networks. WCNC 2008: 1067-1072 - [c3]Pan Zhou, Wei Liu, Wei Yuan, Wenqing Cheng:
Energy-Efficient Joint Power and Rate Control via Pricing in Wireless Data Networks. WCNC 2008: 1091-1096 - 2007
- [c2]Pan Zhou, Wei Liu, Kanru Xu:
An Energy-efficient Multihop Cooperative Transmission Protocol Design for Sensor Networks. LCN 2007: 220-222 - [c1]Kanru Xu, Diana Chizuni, Wenqing Cheng, Zhen Feng, Pan Zhou:
A V-BLAST Based Virtual MIMO Transmission Scheme for Sensor Network Lifetime Maximization. VTC Fall 2007: 377-381
Coauthor Index
[c133] [c126] [i107] [j156] [j155] [j154] [j150] [c121] [c120] [c119] [c112] [c109] [c108] [c101] [c99] [c98] [i92] [i86] [i84] [j139] [j130] [j129] [c94] [c93] [c92] [c90] [c89] [c88] [c87] [c86] [c82] [i83] [i82] [i80] [i79] [i77] [i75] [i73] [c81] [c80] [c79] [c77] [c76] [c75] [i65] [i64] [i63] [i62] [i60] [i58] [i57] [i56] [c69] [c68] [c67] [c66] [c65] [i54] [i48] [i47] [j61] [c57] [c51] [c44] [i41] [i36] [i30] [i29] [c38] [c36] [i26]
[j166] [c125] [j164] [j162] [j159] [j156] [j152] [j151] [j150] [j149] [j148] [c121] [c105] [c101] [i105] [j147] [j146] [j145] [j143] [j139] [j135] [j134] [j124] [j123] [c82] [i83] [i75] [j111] [j108] [j97] [c81] [c79] [c77] [c74] [c73] [c72] [c71] [c70] [i65] [i63] [i59] [i58] [j92] [j91] [j88] [j86] [j74] [j73] [j66] [c69] [c67] [c64] [c63] [c62] [i54] [i46] [j60] [j57] [j55] [j47] [j46] [c53] [c46] [c45] [c44] [c43] [c42] [i41] [i39] [i38] [i29] [c33]
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