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2020 – today
- 2025
[j76]Jing Liu, Yuting Huang, Chunhua Deng, Longxin Zhang, Cen Chen, Keqin Li:
Efficient Resource Allocation Algorithm for Maximizing Operator Profit in 5G Edge Computing Network. J. Grid Comput. 23(1): 4 (2025)- 2024
- [j75]Kaijun Xia, Ping Lei, Yingzhao Liu, Cen Chen, Hui Pan, Yangming Leng, Bo Liu
:
Comparison of vestibular aqueduct visualization on computed tomography and magnetic resonance imaging in patients with Ménière's disease. BMC Medical Imaging 24(1): 93 (2024) - [j74]Cen Chen, Zhuo Lv, Nuannuan Li, Tao Zhang, Zheng Zhang, Hao Chang:
Design and multilevel reconstruction method of intelligent power industry control system based on digital twins. Concurr. Comput. Pract. Exp. 36(16) (2024) - [j73]Lei Li, Chengyu Wang, Minghui Qiu, Cen Chen, Ming Gao, Aoying Zhou:
Accelerating BERT inference with GPU-efficient exit prediction. Frontiers Comput. Sci. 18(3): 183308 (2024) - [j72]Zelin Ying, Dawei Cheng, Cen Chen, Xiang Li, Peng Zhu, Yifeng Luo, Yuqi Liang:
Predicting stock market trends with self-supervised learning. Neurocomputing 568: 127033 (2024) - [j71]Yanhao Wang, Tianchen Zhou, Cen Chen, Yinggui Wang:
Federated Submodular Maximization With Differential Privacy. IEEE Internet Things J. 11(2): 1827-1839 (2024) - [j70]Yingya Guo, Mingjie Ding, Weihong Zhou, Bin Lin, Cen Chen, Huan Luo:
MATE: A multi-agent reinforcement learning approach for Traffic Engineering in Hybrid Software Defined Networks. J. Netw. Comput. Appl. 231: 103981 (2024) - [j69]Cen Chen, Yangfan Li, Qinyu Wang, Xulei Yang, Xiaokang Wang, Laurence T. Yang:
An Intelligent Edge-Cloud Collaborative Framework for Communication Security in Distributed Cyber-Physical Systems. IEEE Netw. 38(1): 172-179 (2024) - [j68]Zhuan Shi, Lan Zhang, Zhenyu Yao, Lingjuan Lyu, Cen Chen, Li Wang, Junhao Wang, Xiang-Yang Li:
FedFAIM: A Model Performance-Based Fair Incentive Mechanism for Federated Learning. IEEE Trans. Big Data 10(6): 1038-1050 (2024) - [j67]Chuang Li, Yujie Peng, Gang Liu, Yangfan Li, Xulei Yang, Cen Chen:
Efficient Vision Transformer for Human-Centric AIoT Applications Through Token Tracking Assignment. IEEE Trans. Consumer Electron. 70(1): 1029-1039 (2024) - [j66]Cen Chen, Songyu Xie, Jing Liu, Zhongyao Cheng, Ziqian Zeng, Huiping Zhuang:
Efficient Point Cloud Video Recognition via Spatio-Temporal Pruning for MEC-Based Consumer Applications. IEEE Trans. Consumer Electron. 70(1): 4108-4119 (2024) - [j65]Hui Luo, Zhuangwei Zhuang, Yuanqing Li, Mingkui Tan, Cen Chen, Jianlin Zhang:
Toward Compact and Robust Model Learning Under Dynamically Perturbed Environments. IEEE Trans. Circuits Syst. Video Technol. 34(6): 4857-4873 (2024) - [j64]Xiaofeng Zou, Cen Chen, Peiying Lin, Luochuan Zhang, Yanwu Xu, Wenjie Zhang:
Scalable Heterogeneous Scheduling Based Model Parallelism for Real-Time Inference of Large-Scale Deep Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 8(4): 2962-2973 (2024) - [j63]Tiandi Ye, Cen Chen, Yinggui Wang, Xiang Li, Ming Gao:
BapFL: You can Backdoor Personalized Federated Learning. ACM Trans. Knowl. Discov. Data 18(7): 166 (2024) - [c106]Huiping Zhuang, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Zhiping Lin:
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning. AAAI 2024: 17237-17244 - [c105]Ziqian Zeng, Yihuai Hong, Hongliang Dai, Huiping Zhuang, Cen Chen:
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference. AAAI 2024: 19506-19514 - [c104]Panjia Qiu, Guanghao Zhou, Mingyuan Fan, Cen Chen, Yaliang Li, Wenming Zhou:
SGFL-Attack: A Similarity-Guidance Strategy for Hard-Label Textual Adversarial Attack Based on Feedback Learning. CIKM 2024: 1920-1929 - [c103]Guanghao Zhou, Panjia Qiu, Mingyuan Fan, Cen Chen, Yaliang Li, Wenmeng Zhou:
LST2A: Lexical-Syntactic Targeted Adversarial Attack for Texts. CIKM 2024: 3463-3473 - [c102]Huimin Chen, Chengyu Wang, Yanhao Wang, Cen Chen, Yinggui Wang:
TaiChi: Improving the Robustness of NLP Models by Seeking Common Ground While Reserving Differences. LREC/COLING 2024: 15542-15551 - [c101]Wei Huang, Yinggui Wang, Cen Chen:
Privacy Evaluation Benchmarks for NLP Models. EMNLP (Findings) 2024: 2615-2636 - [c100]Zemin Tang, Min Shi, Zhibang Yang, Xu Zhou, Cen Chen, Joey Tianyi Zhou:
Sentiment Confidence Separation: A Trust-Optimized Framework for Multimodal Sentiment Classification. ICME 2024: 1-6 - [c99]Qianyi Zhao, Chen Qu, Cen Chen, Mingyuan Fan, Yanhao Wang:
FedMCP: Parameter-Efficient Federated Learning with Model-Contrastive Personalization. ICPADS 2024: 246-253 - [c98]Zhongjie Duan, Chengyu Wang, Cen Chen, Weining Qian, Jun Huang:
Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models. IJCAI 2024: 7645-7653 - [c97]Yi Yu, Shengyue Yao, Tianchen Zhou, Yexuan Fu, Jingru Yu, Ding Wang, Xuhong Wang, Cen Chen, Yilun Lin:
Data on the Move: Traffic-Oriented Data Trading Platform Powered by AI Agent with Common Sense. IV 2024: 521-526 - [c96]Yiping Wang, Yanhao Wang, Cen Chen:
DPSW-Sketch: A Differentially Private Sketch Framework for Frequency Estimation over Sliding Windows. KDD 2024: 3255-3266 - [c95]Zhongjie Duan, Lizhou You, Chengyu Wang, Cen Chen, Ziheng Wu, Weining Qian, Jun Huang:
DiffSynth: Latent In-Iteration Deflickering for Realistic Video Synthesis. ECML/PKDD (10) 2024: 332-347 - [c94]Zhenzhen Chu, Jiayu Chen, Cen Chen, Chengyu Wang, Ziheng Wu, Jun Huang, Weining Qian:
DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion. SDM 2024: 688-696 - [c93]Tiandi Ye, Cen Chen, Yinggui Wang, Xiang Li, Ming Gao:
UPFL: Unsupervised Personalized Federated Learning towards New Clients. SDM 2024: 851-859 - [c92]Mingyuan Fan, Yang Liu, Cen Chen, Chengyu Wang, Minghui Qiu, Wenmeng Zhou:
Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning. WSDM 2024: 190-198 - [i65]Zhongjie Duan, Chengyu Wang, Cen Chen, Weining Qian, Jun Huang:
Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models. CoRR abs/2401.16224 (2024) - [i64]Ziqian Zeng, Jiahong Yu, Qianshi Pang, Zihao Wang, Huiping Zhuang, Cen Chen:
Chimera: A Lossless Decoding Method for Accelerating Large Language Models Inference by Fusing all Tokens. CoRR abs/2402.15758 (2024) - [i63]Run He, Huiping Zhuang, Di Fang, Yizhu Chen, Kai Tong, Cen Chen:
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning. CoRR abs/2403.13522 (2024) - [i62]Huiping Zhuang, Yizhu Chen, Di Fang, Run He, Kai Tong, Hongxin Wei, Ziqian Zeng, Cen Chen:
G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning. CoRR abs/2403.15706 (2024) - [i61]Huiping Zhuang, Yuchen Liu, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Yi Wang, Lap-Pui Chau:
AOCIL: Exemplar-free Analytic Online Class Incremental Learning with Low Time and Resource Consumption. CoRR abs/2403.15751 (2024) - [i60]Huiping Zhuang, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Zhiping Lin:
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning. CoRR abs/2403.17503 (2024) - [i59]Weikai Lu, Ziqian Zeng, Jianwei Wang, Zhengdong Lu, Zelin Chen, Huiping Zhuang, Cen Chen:
Eraser: Jailbreaking Defense in Large Language Models via Unlearning Harmful Knowledge. CoRR abs/2404.05880 (2024) - [i58]Huiping Zhuang, Di Fang, Kai Tong, Yuchen Liu, Ziqian Zeng, Xu Zhou, Cen Chen:
Online Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving Task. CoRR abs/2405.17779 (2024) - [i57]Ziqian Zeng, Jianwei Wang, Zhengdong Lu, Huiping Zhuang, Cen Chen:
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration. CoRR abs/2406.01394 (2024) - [i56]Yiping Wang, Yanhao Wang, Cen Chen:
DPSW-Sketch: A Differentially Private Sketch Framework for Frequency Estimation over Sliding Windows (Technical Report). CoRR abs/2406.07953 (2024) - [i55]Tao Zhang, Ziqian Zeng, Yuxiang Xiao, Huiping Zhuang, Cen Chen, James Foulds, Shimei Pan:
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models. CoRR abs/2406.13925 (2024) - [i54]Zhongjie Duan, Wenmeng Zhou, Cen Chen, Yaliang Li, Weining Qian:
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning. CoRR abs/2406.14130 (2024) - [i53]Yi Yu, Shengyue Yao, Tianchen Zhou, Yexuan Fu, Jingru Yu, Ding Wang, Xuhong Wang, Cen Chen, Yilun Lin:
Data on the Move: Traffic-Oriented Data Trading Platform Powered by AI Agent with Common Sense. CoRR abs/2407.00995 (2024) - [i52]Mingyuan Fan, Yang Liu, Cen Chen, Ximeng Liu:
SemiAdv: Query-Efficient Black-Box Adversarial Attack with Unlabeled Images. CoRR abs/2407.11073 (2024) - [i51]Die Chen, Zhiwen Li, Mingyuan Fan, Cen Chen, Wenmeng Zhou, Yaliang Li:
EIUP: A Training-Free Approach to Erase Non-Compliant Concepts Conditioned on Implicit Unsafe Prompts. CoRR abs/2408.01014 (2024) - [i50]Di Fang, Yinan Zhu, Runze Fang, Cen Chen, Ziqian Zeng, Huiping Zhuang:
AIR: Analytic Imbalance Rectifier for Continual Learning. CoRR abs/2408.10349 (2024) - [i49]Qianyi Zhao, Chen Qu, Cen Chen, Mingyuan Fan, Yanhao Wang:
FedMCP: Parameter-Efficient Federated Learning with Model-Contrastive Personalization. CoRR abs/2409.00116 (2024) - [i48]Wei Huang, Yinggui Wang, Cen Chen:
Privacy Evaluation Benchmarks for NLP Models. CoRR abs/2409.15868 (2024) - [i47]Zhongjie Duan, Qianyi Zhao, Cen Chen, Daoyuan Chen, Wenmeng Zhou, Yaliang Li, Yingda Chen:
ArtAug: Enhancing Text-to-Image Generation through Synthesis-Understanding Interaction. CoRR abs/2412.12888 (2024) - 2023
- [j62]Xiaofeng Zou, Kenli Li, Joey Tianyi Zhou, Wei Wei, Cen Chen:
Robust Edge AI for Real-Time Industry 4.0 Applications in 5G Environment. IEEE Commun. Stand. Mag. 7(2): 64-70 (2023) - [j61]Xiaofeng Zou, Kenli Li, Cen Chen, Xulei Yang, Wei Wei, Keqin Li:
DGSLN: Differentiable graph structure learning neural network for robust graph representations. Inf. Sci. 626: 94-113 (2023) - [j60]Zemin Tang, Qi Xiao, Xu Zhou, Yangfan Li, Cen Chen, Kenli Li:
Learning discriminative multi-relation representations for multimodal sentiment analysis. Inf. Sci. 641: 119125 (2023) - [j59]Jing Liu, Pei Yang, Cen Chen:
Intelligent energy-efficient scheduling with ant colony techniques for heterogeneous edge computing. J. Parallel Distributed Comput. 172: 84-96 (2023) - [j58]Mi Li, Cen Chen, Xulei Yang, Joey Tianyi Zhou, Tao Zhang, Yangfan Li:
Toward Communication-Efficient Digital Twin via AI-Powered Transmission and Reconstruction. IEEE J. Sel. Areas Commun. 41(11): 3624-3635 (2023) - [j57]Lei Li, Tingting Liu, Chengyu Wang, Minghui Qiu, Cen Chen, Ming Gao, Aoying Zhou:
Resizing codebook of vector quantization without retraining. Multim. Syst. 29(3): 1499-1512 (2023) - [j56]Cen Chen, Chengzhi Sun, Liqin Wu, Xuerong Ye, Guofu Zhai:
Model-based quality consistency analysis of permanent magnet synchronous motor cogging torque in wide temperature range. Qual. Reliab. Eng. Int. 39(8): 3502-3517 (2023) - [j55]Haijian Yu, Jing Liu, Chunhua Deng, Cen Chen, Keqin Li:
Maximizing the number of completed tasks in MEC considering time and energy constraints. Soft Comput. 27(20): 15095-15110 (2023) - [j54]Wenhua Ye, Xu Zhou, Joey Zhou, Cen Chen, Kenli Li:
Accelerating Attention Mechanism on FPGAs based on Efficient Reconfigurable Systolic Array. ACM Trans. Embed. Comput. Syst. 22(6): 93:1-93:22 (2023) - [j53]Zeng Zeng, Ziyuan Zhao, Kaixin Xu, Yangfan Li, Cen Chen, Xiaofeng Zou, Yulan Wang, Wei Wei, Pierce K. H. Chow, Xiao-Li Li:
CoIn: Correlation Induced Clustering for Cognition of High Dimensional Bioinformatics Data. IEEE J. Biomed. Health Informatics 27(2): 598-607 (2023) - [j52]Yangfan Li, Cen Chen, Weiquan Yan, Zhongyao Cheng, Hui Li Tan, Wenjie Zhang:
Cascade Graph Neural Networks for Few-Shot Learning on Point Clouds. IEEE Trans. Intell. Transp. Syst. 24(8): 8788-8798 (2023) - [j51]Yangfan Li, Kenli Li, Wei Wei, Tianyi Zhou, Cen Chen:
CoRec: An Efficient Internet Behavior-based Recommendation Framework with Edge-cloud Collaboration on Deep Convolution Neural Networks. ACM Trans. Sens. Networks 19(2): 24:1-24:28 (2023) - [j50]Bokai Zheng, Cen Chen, Yigang Lin, Xuerong Ye, Guofu Zhai:
Reliability Analysis Based on a Bivariate Degradation Model Considering Random Initial State and Its Correlation With Degradation Rate. IEEE Trans. Reliab. 72(1): 37-48 (2023) - [c91]Bingyan Liu, Weifeng Lin, Zhongjie Duan, Chengyu Wang, Ziheng Wu, Zhang Zipeng, Kui Jia, Lianwen Jin, Cen Chen, Jun Huang:
Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed. ACL (industry) 2023: 295-304 - [c90]Sai Chen, Fengran Mo, Yanhao Wang, Cen Chen, Jian-Yun Nie, Chengyu Wang, Jamie Cui:
A Customized Text Sanitization Mechanism with Differential Privacy. ACL (Findings) 2023: 5747-5758 - [c89]Moming Tang, Chengyu Wang, Jianing Wang, Chuanqi Tan, Songfang Huang, Cen Chen, Weining Qian:
XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding. ACL (Findings) 2023: 6368-6376 - [c88]Zhongjie Duan, Chengyu Wang, Cen Chen, Jun Huang, Weining Qian:
Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models. CIKM 2023: 463-472 - [c87]Jing Liu, Jamie Cui, Cen Chen:
Online Efficient Secure Logistic Regression based on Function Secret Sharing. CIKM 2023: 1597-1606 - [c86]Zhenzhen Chu, Chengyu Wang, Cen Chen, Dawei Cheng, Yuqi Liang, Weining Qian:
Learning Invariant Representations for New Product Sales Forecasting via Multi-Granularity Adversarial Learning. CIKM 2023: 3828-3832 - [c85]Tiandi Ye, Senhui Wei, Jamie Cui, Cen Chen, Yingnan Fu, Ming Gao:
Robust Clustered Federated Learning. DASFAA (1) 2023: 677-692 - [c84]Mingyuan Fan, Cen Chen, Chengyu Wang, Wenmeng Zhou, Jun Huang:
On the Robustness of Split Learning Against Adversarial Attacks. ECAI 2023: 668-675 - [c83]Forrest Sheng Bao, Ruixuan Tu, Ge Luo, Yinfei Yang, Hebi Li, Minghui Qiu, Youbiao He, Cen Chen:
DocAsRef: An Empirical Study on Repurposing Reference-based Summary Quality Metrics as Reference-free Metrics. EMNLP (Findings) 2023: 1226-1235 - [c82]Taolin Zhang, Ruyao Xu, Chengyu Wang, Zhongjie Duan, Cen Chen, Minghui Qiu, Dawei Cheng, Xiaofeng He, Weining Qian:
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding. EMNLP 2023: 15663-15676 - [c81]Lizhao Liu, Zhuangwei Zhuang, Shangxin Huang, Xunlong Xiao, Tianhang Xiang, Cen Chen, Jingdong Wang, Mingkui Tan:
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation. ICCV 2023: 18367-18376 - [c80]Zhongyao Cheng, Cen Chen, Ziyuan Zhao, Peisheng Qian, Xiaoli Li, Xulei Yang:
COCO-TEACH: A Contrastive Co-Teaching Network For Incremental 3D Object Detection. ICIP 2023: 1990-1994 - [c79]Songyu Xie, Jing Liu, Cen Chen, Zhongyao Cheng:
Spatial and Temporal Dual-Scale Adaptive Pruning for Point Cloud Videos. ICPADS 2023: 826-831 - [c78]Moming Tang, Chengyu Wang, Jianing Wang, Cen Chen, Ming Gao, Weining Qian:
ParaSum: Contrastive Paraphrasing for Low-Resource Extractive Text Summarization. KSEM (3) 2023: 106-119 - [c77]Cen Chen, Xiaofeng Zou, Hongen Shao, Yangfan Li, Kenli Li:
Point Cloud Acceleration by Exploiting Geometric Similarity. MICRO 2023: 1135-1147 - [c76]Bo Tao, Cen Chen, Huimin Chen:
Communication Efficient Federated Learning via Channel-wise Dynamic Pruning. WCNC 2023: 1-6 - [c75]Zhongjie Duan, Chengyu Wang, Cen Chen, Wenmeng Zhou, Jun Huang, Weining Qian:
Match4Match: Enhancing Text-Video Retrieval by Maximum Flow with Minimum Cost. WWW 2023: 3257-3267 - [i46]Tianchen Zhou, Zhanyi Hu, Bingzhe Wu, Cen Chen:
SLPerf: a Unified Framework for Benchmarking Split Learning. CoRR abs/2304.01502 (2023) - [i45]Zhongjie Duan, Chengyu Wang, Cen Chen, Jun Huang, Weining Qian:
Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models. CoRR abs/2305.14677 (2023) - [i44]Mingyuan Fan, Cen Chen, Chengyu Wang, Wenmeng Zhou, Jun Huang:
On the Robustness of Split Learning against Adversarial Attacks. CoRR abs/2307.07916 (2023) - [i43]Lizhao Liu, Zhuangwei Zhuang, Shangxin Huang, Xunlong Xiao, Tianhang Xiang, Cen Chen, Jingdong Wang, Mingkui Tan:
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation. CoRR abs/2307.10316 (2023) - [i42]Tiandi Ye, Cen Chen, Yinggui Wang, Xiang Li, Ming Gao:
You Can Backdoor Personalized Federated Learning. CoRR abs/2307.15971 (2023) - [i41]Tiandi Ye, Cen Chen, Yinggui Wang, Xiang Li, Ming Gao:
UPFL: Unsupervised Personalized Federated Learning towards New Clients. CoRR abs/2307.15994 (2023) - [i40]Mingyuan Fan, Cen Chen, Chengyu Wang, Jun Huang:
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Comprehensive Survey. CoRR abs/2307.16680 (2023) - [i39]Zhongjie Duan, Lizhou You, Chengyu Wang, Cen Chen, Ziheng Wu, Weining Qian, Jun Huang:
DiffSynth: Latent In-Iteration Deflickering for Realistic Video Synthesis. CoRR abs/2308.03463 (2023) - [i38]Jianing Wang, Chengyu Wang, Cen Chen, Ming Gao, Jun Huang, Aoying Zhou:
TransPrompt v2: A Transferable Prompting Framework for Cross-task Text Classification. CoRR abs/2308.15010 (2023) - [i37]Chengyu Wang, Zhongjie Duan, Bingyan Liu, Xinyi Zou, Cen Chen, Kui Jia, Jun Huang:
PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud. CoRR abs/2309.05534 (2023) - [i36]Jing Liu, Jamie Cui, Cen Chen:
Online Efficient Secure Logistic Regression based on Function Secret Sharing. CoRR abs/2309.09486 (2023) - [i35]Zhenzhen Chu, Jiayu Chen, Cen Chen, Chengyu Wang, Ziheng Wu, Jun Huang, Weining Qian:
DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion. CoRR abs/2309.12424 (2023) - [i34]Mingyuan Fan, Xiaodan Li, Cen Chen, Yinggui Wang:
Flatness-aware Adversarial Attack. CoRR abs/2311.06423 (2023) - [i33]Ruyao Xu, Taolin Zhang, Chengyu Wang, Zhongjie Duan, Cen Chen, Minghui Qiu, Dawei Cheng, Xiaofeng He, Weining Qian:
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding. CoRR abs/2311.06761 (2023) - [i32]Zhongjie Duan, Chengyu Wang, Cen Chen, Weining Qian, Jun Huang, Mingyi Jin:
FastBlend: a Powerful Model-Free Toolkit Making Video Stylization Easier. CoRR abs/2311.09265 (2023) - [i31]Ziqian Zeng, Yihuai Hong, Hongliang Dai, Huiping Zhuang, Cen Chen:
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference. CoRR abs/2312.11882 (2023) - 2022
- [j49]Zhuo Lv, Hongbo Cao, Feng Zhang, Yuange Ren, Bin Wang, Cen Chen, Nuannuan Li, Hao Chang, Wei Wang:
AWFC: Preventing Label Flipping Attacks Towards Federated Learning for Intelligent IoT. Comput. J. 65(11): 2849-2859 (2022) - [j48]Ming Yan, Jianxi Yang, Cen Chen, Joey Tianyi Zhou, Yi Pan, Zeng Zeng:
Enhanced gradient learning for deep neural networks. IET Image Process. 16(2): 365-377 (2022) - [j47]Zeng Zeng, Cen Chen, Bharadwaj Veeravalli, Keqin Li, Joey Tianyi Zhou:
Introduction to the Special Issue on edge intelligence: Neurocomputing meets edge computing. Neurocomputing 472: 149-151 (2022) - [j46]Mingyuan Fan, Yang Liu, Cen Chen, Shengxing Yu, Wenzhong Guo, Li Wang, Ximeng Liu:
Toward Evaluating the Reliability of Deep-Neural-Network-Based IoT Devices. IEEE Internet Things J. 9(18): 17002-17013 (2022) - [j45]Bokai Zheng, Cen Chen, Yigang Lin, Yifan Hu, Xuerong Ye, Guofu Zhai, Enrico Zio:
Optimal design of step-stress accelerated degradation test oriented by nonlinear and distributed degradation process. Reliab. Eng. Syst. Saf. 217: 108087 (2022) - [j44]Xuerong Ye, Yifan Hu, Bokai Zheng, Cen Chen, Guofu Zhai:
A new class of multi-stress acceleration models with interaction effects and its extension to accelerated degradation modelling. Reliab. Eng. Syst. Saf. 228: 108815 (2022) - [j43]Cen Chen, Kenli Li, Wei Wei, Joey Tianyi Zhou, Zeng Zeng:
Hierarchical Graph Neural Networks for Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 32(1): 240-252 (2022) - [j42]Cen Chen, Xiaofeng Zou, Zeng Zeng, Zhongyao Cheng, Le Zhang, Steven C. H. Hoi:
Exploring Structural Knowledge for Automated Visual Inspection of Moving Trains. IEEE Trans. Cybern. 52(2): 1233-1246 (2022) - [j41]Zeng Zeng, Wei Zhao, Peisheng Qian, Yingjie Zhou, Ziyuan Zhao, Cen Chen, Cuntai Guan:
Robust Traffic Prediction From Spatial-Temporal Data Based on Conditional Distribution Learning. IEEE Trans. Cybern. 52(12): 13458-13471 (2022) - [j40]Xiaofeng Zou, Kenli Li, Cen Chen:
Multilevel Attention Based U-Shape Graph Neural Network for Point Clouds Learning. IEEE Trans. Ind. Informatics 18(1): 448-456 (2022) - [j39]Ming Yan, Cen Chen, Jiawei Du, Xi Peng, Joey Tianyi Zhou, Zeng Zeng:
Memory-Assistant Collaborative Language Understanding for Artificial Intelligence of Things. IEEE Trans. Ind. Informatics 18(5): 3349-3357 (2022) - [j38]Jun Zhou, Longfei Zheng, Chaochao Chen, Yan Wang, Xiaolin Zheng, Bingzhe Wu, Cen Chen, Li Wang, Jianwei Yin:
Toward Scalable and Privacy-preserving Deep Neural Network via Algorithmic-Cryptographic Co-design. ACM Trans. Intell. Syst. Technol. 13(4): 53:1-53:21 (2022) - [j37]Cen Chen, Kenli Li, Zhongyao Cheng, Francesco Piccialli, Steven C. H. Hoi, Zeng Zeng:
A Hybrid Deep Learning Based Framework for Component Defect Detection of Moving Trains. IEEE Trans. Intell. Transp. Syst. 23(4): 3268-3280 (2022) - [j36]Xiaofeng Zou, Kenli Li, Yangfan Li, Wei Wei, Cen Chen:
Multi-Task Y-Shaped Graph Neural Network for Point Cloud Learning in Autonomous Driving. IEEE Trans. Intell. Transp. Syst. 23(7): 9568-9579 (2022) - [j35]Yangfan Li, Kenli Li, Cen Chen, Xu Zhou, Zeng Zeng, Keqin Li:
Modeling Temporal Patterns with Dilated Convolutions for Time-Series Forecasting. ACM Trans. Knowl. Discov. Data 16(1): 14:1-14:22 (2022) - [j34]Cen Chen, Kenli Li, Xiaofeng Zou, Zhongyao Cheng, Wei Wei, Qi Tian, Zeng Zeng:
Hierarchical Semantic Graph Reasoning for Train Component Detection. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4502-4514 (2022) - [j33]Peiying Lin, Zhichen Shi, Zheng Xiao, Cen Chen, Kenli Li:
Latency-Driven Model Placement for Efficient Edge Intelligence Service. IEEE Trans. Serv. Comput. 15(2): 591-601 (2022) - [j32]Chigang Xing, Yangfan Li, Cen Chen, Fangmin Li, Zeng Zeng, Xiaofeng Zou:
Determinantal point process-based new radio unlicensed link scheduling for multi-access edge computing. World Wide Web 25(5): 2215-2239 (2022) - [c74]Cen Chen, Tiandi Ye, Li Wang, Ming Gao:
Learning to Generalize in Heterogeneous Federated Networks. CIKM 2022: 159-168 - [c73]Zhongjie Duan, Cen Chen, Dawei Cheng, Yuqi Liang, Weining Qian:
Optimal Action Space Search: An Effective Deep Reinforcement Learning Method for Algorithmic Trading. CIKM 2022: 406-415 - [c72]Nan Yang, Cen Chen, Tao Yuan, Yujie Wang, Xiaofan Gu, Dan Yang:
Security hardening solution for docker container. CyberC 2022: 252-257 - [c71]Moming Tang, Dawei Cheng, Cen Chen, Yuqi Liang, Yifeng Luo, Weining Qian:
TaskSum: Task-Driven Extractive Text Summarization for Long News Documents Based on Reinforcement Learning. DASFAA (3) 2022: 306-313 - [c70]Ruyao Xu, Dawei Cheng, Cen Chen, Siqiang Luo, Yifeng Luo, Weining Qian:
Multi-scale Time Based Stock Appreciation Ranking Prediction via Price Co-movement Discrimination. DASFAA (3) 2022: 455-467 - [c69]Cen Chen, Kenli Li, Yangfan Li, Xiaofeng Zou:
ReGNN: A Redundancy-Eliminated Graph Neural Networks Accelerator. HPCA 2022: 429-443 - [c68]Mingyuan Fan, Yang Liu, Cen Chen, Shengxing Yu, Wenzhong Guo, Ximeng Liu:
Combating False Sense of Security: Breaking the Defense of Adversarial Training Via Non-Gradient Adversarial Attack. ICASSP 2022: 3293-3297 - [c67]Zhiyuan Ye, Cen Chen, Nuannuan Li, Wen Yang, Zheng Zhang, Can Cao:
Intelligent IoT Terminal Software Identification System Based on Behavior Features. ICBDS 2022: 689-700 - [c66]Xiaoqing Jiang, Cen Chen, Yue Zhao, Lihu Wang:
Development of Multi-modal Physiological Signals Acquisition Platform and Its Application in Emotional Recognition Based on a Small Number of Samples. ICDSP 2022: 159-163 - [c65]Xulei Yang, Peisheng Qian, Li Wang, Shenghao Zhao, Cen Chen, Xiaoli Li, Zeng Zeng:
Iterative Contrastive Learning for Single Image Raindrop Removal. ICIP 2022: 456-460 - [c64]Yang Liu, Mingyuan Fan, Cen Chen, Ximeng Liu, Zhuo Ma, Li Wang, Jianfeng Ma:
Backdoor Defense with Machine Unlearning. INFOCOM 2022: 280-289 - [c63]Forrest Sheng Bao, Ge Luo, Hebi Li, Minghui Qiu, Yinfei Yang, Youbiao He, Cen Chen:
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling. NAACL-HLT 2022: 2450-2458 - [c62]Peiying Lin, Zhichen Shi, Zheng Xiao, Cen Chen, Kenli Li:
Latency-driven Model Placement for Efficient Edge Intelligence Service. SERVICES 2022: 15 - [c61]Tingting Liu, Chengyu Wang, Cen Chen, Ming Gao, Aoying Zhou:
Understanding Long Programming Languages with Structure-Aware Sparse Attention. SIGIR 2022: 2093-2098 - [c60]Peisheng Qian, Kai Zheng, Cen Chen, Zhongyao Cheng, Li Wang, Hui Li Tan:
Contrastive R-CNN for Incremental Learning in Object Detection. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 557-563 - [c59]Yuxuan Chen, Yilong Guo, Zeng Zeng, Xiaofeng Zou, Yangfan Li, Cen Chen:
Topology-Aware Quantization Strategy via Personalized PageRank for Graph Neural Networks. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 961-968 - [i30]Yang Liu, Mingyuan Fan, Cen Chen, Ximeng Liu, Zhuo Ma, Li Wang, Jianfeng Ma:
Backdoor Defense with Machine Unlearning. CoRR abs/2201.09538 (2022) - [i29]Tingting Liu, Chengyu Wang, Cen Chen, Ming Gao, Aoying Zhou:
Understanding Long Programming Languages with Structure-Aware Sparse Attention. CoRR abs/2205.13730 (2022) - [i28]Huimin Chen, Fengran Mo, Cen Chen, Jamie Cui, Jian-Yun Nie:
A Customised Text Privatisation Mechanism with Differential Privacy. CoRR abs/2207.01193 (2022) - [i27]Mingyuan Fan, Yang Liu, Cen Chen, Ximeng Liu, Wenzhong Guo:
Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons. CoRR abs/2208.06537 (2022) - [i26]Mingyuan Fan, Cen Chen, Ximeng Liu, Wenzhong Guo:
MaskBlock: Transferable Adversarial Examples with Bayes Approach. CoRR abs/2208.06538 (2022) - [i25]Mingyuan Fan, Cen Chen, Chengyu Wang, Wenmeng Zhou, Jun Huang, Ximeng Liu, Wenzhong Guo:
Refiner: Data Refining against Gradient Leakage Attacks in Federated Learning. CoRR abs/2212.02042 (2022) - 2021
- [j31]Cen Chen, Yun Yang, Xuerong Ye, Guofu Zhai:
Soft Fault Diagnosis Using URV-LDA Transformed Feature Dictionary. IEEE Access 9: 16019-16029 (2021) - [j30]Kenli Li, Keqin Li, Cen Chen, Xiaokang Wang:
Introduction to the Special issue on Advances of neurocomputing for smart cities (NEUROCOM for smart cities). Neurocomputing 444: 67-68 (2021) - [j29]Yibi Chen, Xiaofeng Zou, Kenli Li, Keqin Li, Xulei Yang, Cen Chen:
Multiple local 3D CNNs for region-based prediction in smart cities. Inf. Sci. 542: 476-491 (2021) - [j28]Liping Li, Zean Tian, Kenli Li, Cen Chen:
G-CNN and double-referenced thresholding for detecting time series anomalies. J. Intell. Fuzzy Syst. 40(3): 3969-3980 (2021) - [j27]Xuerong Ye, Hao Chen, Cen Chen, Guofu Zhai:
Life-Cycle Dynamic Robust Design Optimization for Batch Production of Permanent Magnet Actuator. IEEE Trans. Ind. Electron. 68(10): 9885-9896 (2021) - [j26]Yangfan Li, Cen Chen, Mingxing Duan, Zeng Zeng, Kenli Li:
Attention-Aware Encoder-Decoder Neural Networks for Heterogeneous Graphs of Things. IEEE Trans. Ind. Informatics 17(4): 2890-2898 (2021) - [j25]Xuerong Ye, Yifan Hu, Junxian Shen, Cen Chen, Guofu Zhai:
An Adaptive Optimized TVF-EMD Based on a Sparsity-Impact Measure Index for Bearing Incipient Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j24]Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan:
DSAL: Deeply Supervised Active Learning From Strong and Weak Labelers for Biomedical Image Segmentation. IEEE J. Biomed. Health Informatics 25(10): 3744-3751 (2021) - [j23]Chi Zhang, Liangli Zhen, Joey Zhou, Cen Chen:
Distributed Monitoring for Energy Infrastructures: A Two-Tier Analysis over Wireless Networks. IEEE Wirel. Commun. 28(6): 13-18 (2021) - [c58]Minghui Qiu, Xinjing Huang, Cen Chen, Feng Ji, Chen Qu, Wei Wei, Jun Huang, Yin Zhang:
Reinforced History Backtracking for Conversational Question Answering. AAAI 2021: 13718-13726 - [c57]Haojie Pan, Cen Chen, Chengyu Wang, Minghui Qiu, Liu Yang, Feng Ji, Jun Huang:
Learning to Expand: Reinforced Response Expansion for Information-seeking Conversations. CIKM 2021: 4055-4064 - [c56]Minghui Qiu, Peng Li, Chengyu Wang, Haojie Pan, Ang Wang, Cen Chen, Xianyan Jia, Yaliang Li, Jun Huang, Deng Cai, Wei Lin:
EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications. CIKM 2021: 4075-4084 - [c55]Cen Chen, Kenli Li, Xiaofeng Zou, Yangfan Li:
DyGNN: Algorithm and Architecture Support of Dynamic Pruning for Graph Neural Networks. DAC 2021: 1201-1206 - [c54]Cen Chen, Xinjing Huang, Feng Ji, Chengyu Wang, Minghui Qiu, Jun Huang, Yin Zhang:
CAT-BERT: A Context-Aware Transferable BERT Model for Multi-turn Machine Reading Comprehension. DASFAA (2) 2021: 152-167 - [c53]Chen Qu, Liu Yang, Cen Chen, W. Bruce Croft, Kalpesh Krishna, Mohit Iyyer:
Weakly-Supervised Open-Retrieval Conversational Question Answering. ECIR (1) 2021: 529-543 - [c52]Yun Yang, Cen Chen, Xuerong Ye, Chengzhi Sun:
An Excitation Method for Fault Diagnosis of DC-AC Converter Based on Simulation. I2MTC 2021: 1-6 - [c51]Zuobin Ying, Shuanglong Cao, Shengmin Xu, Ximeng Liu, Lingjuan Lyu, Cen Chen, Li Wang:
Privacy-Preserving Optimal Insulin Dosing Decision. ICASSP 2021: 2640-2644 - [c50]Way Tan, Bihan Wen, Cen Chen, Zeng Zeng, Xulei Yang:
Systematic Analysis of Circular Artifacts for Stylegan. ICIP 2021: 3902-3906 - [c49]Peiying Lin, Kenli Li, Zheng Xiao, Cen Chen, Siyang Yu:
Work in Progress: Path-based Graph Partition for Parallel Hardware-accelerated Functional Verification. RTAS 2021: 497-500 - [c48]Minjia Li, Yikun Hu, Cen Chen, Zheng Xiao, Chubo Liu, Kenli Li:
Work in Progress: Topology-based Multilevel Algorithm for Large-scale Task Scheduling in Clouds. RTAS 2021: 501-504 - [c47]Cen Chen, Chengyu Wang, Minghui Qiu, Dehong Gao, Linbo Jin, Wang Li:
Cross-domain Knowledge Distillation for Retrieval-based Question Answering Systems. WWW 2021: 2613-2623 - [i24]Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan:
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation. CoRR abs/2101.09057 (2021) - [i23]Chen Qu, Liu Yang, Cen Chen, W. Bruce Croft, Kalpesh Krishna, Mohit Iyyer:
Weakly-Supervised Open-Retrieval Conversational Question Answering. CoRR abs/2103.02537 (2021) - [i22]Yuchen Li, Yifan Bao, Liyao Xiang, Junhan Liu, Cen Chen, Li Wang, Xinbing Wang:
Privacy Threats Analysis to Secure Federated Learning. CoRR abs/2106.13076 (2021) - [i21]Kai Zheng, Cen Chen:
Contrast R-CNN for Continual Learning in Object Detection. CoRR abs/2108.04224 (2021) - [i20]Jamie Cui, Cen Chen, Tiandi Ye, Li Wang:
Practical and Light-weight Secure Aggregation for Federated Submodel Learning. CoRR abs/2111.01432 (2021) - 2020
- [j22]Jinning Li, Yichen Zhou, Jie Ding, Cen Chen, Xulei Yang:
ID Preserving Face Super-Resolution Generative Adversarial Networks. IEEE Access 8: 138373-138381 (2020) - [j21]Xiao Fu, Kenli Li, Jing Liu, Keqin Li, Zeng Zeng, Cen Chen:
A two-stage attention aware method for train bearing shed oil inspection based on convolutional neural networks. Neurocomputing 380: 212-224 (2020) - [j20]Le Zhang, Zhenghua Chen, Wei Cui, Bing Li, Cen Chen, Zhiguang Cao, Kaizhou Gao:
WiFi-Based Indoor Robot Positioning Using Deep Fuzzy Forests. IEEE Internet Things J. 7(11): 10773-10781 (2020) - [j19]Jianxi Yang, Likai Zhang, Cen Chen, Yangfan Li, Ren Li, Guiping Wang, Shixin Jiang, Zeng Zeng:
A hierarchical deep convolutional neural network and gated recurrent unit framework for structural damage detection. Inf. Sci. 540: 117-130 (2020) - [j18]Xiaofeng Zou, Liqian Zhou, Kenli Li, Aijia Ouyang, Cen Chen:
Multi-task cascade deep convolutional neural networks for large-scale commodity recognition. Neural Comput. Appl. 32(10): 5633-5647 (2020) - [j17]Cen Chen, Kenli Li, Sin G. Teo, Xiaofeng Zou, Keqin Li, Zeng Zeng:
Citywide Traffic Flow Prediction Based on Multiple Gated Spatio-temporal Convolutional Neural Networks. ACM Trans. Knowl. Discov. Data 14(4): 42:1-42:23 (2020) - [c46]Bingzhe Wu, Chaochao Chen, Shiwan Zhao, Cen Chen, Yuan Yao, Guangyu Sun, Li Wang, Xiaolu Zhang, Jun Zhou:
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics. AAAI 2020: 6372-6379 - [c45]Kuan Xu, Chilin Fu, Xiaolu Zhang, Cen Chen, Ya-Lin Zhang, Wenge Rong, Zujie Wen, Jun Zhou, Xiaolong Li, Yu Qiao:
aDMSCN: A Novel Perspective for User Intent Prediction in Customer Service Bots. CIKM 2020: 2853-2860 - [c44]Cen Chen, Bingzhe Wu, Li Wang, Chaochao Chen, Jin Tan, Lei Wang, Jun Zhou, Benyu Zhang:
Nebula: A Scalable Privacy-Preserving Machine Learning System in Ant Financial. CIKM 2020: 3369-3372 - [c43]Wei Hu, Chongwei Zheng, Yonghao Wang, Jin Zhang, Cen Chen, Zeng Zeng:
Efficient Design of Hybrid Half-band Multi-stage Filter Based on Simulated Annealing Algorithm. HPCC/DSS/SmartCity 2020: 513-518 - [c42]Pei Yang, Jing Liu, Cen Chen, Yucheng Ding, Chunhua Deng, Zeng Zeng:
An Efficient Low Delay Task Scheduling Algorithm Based on Ant Colony System in Heterogeneous Environments. HPCC/DSS/SmartCity 2020: 519-524 - [c41]Jing Liu, Yifu Zhang, Yang Liu, Pei Yang, Cen Chen, Ziqi Zhu, Zeng Zeng:
A Balanced Cost Fault-Tolerant Scheduling Algorithm in Heterogeneous Real-Time Systems. HPCC/DSS/SmartCity 2020: 688-693 - [c40]Wei Hu, Chongwei Zheng, Yonghao Wang, Jing Liu, Cen Chen, Zeng Zeng:
A Novel Economical Design of Multistage Decimators for Low Latency Audio Applications. HPCC/DSS/SmartCity 2020: 923-929 - [c39]Jiawei Wang, Cen Chen, Chongwen Wang:
Street Sign Recognition Algorithm Based on Deep Learning. ICIGP 2020: 31-35 - [c38]Xulei Yang, Xin Zhao, Gabriel Tjio, Cen Chen, Li Wang, Bihan Wen, Yi Su:
Opencc - an open Benchmark data set for Corpus Callosum Segmentation and Evaluation. ICIP 2020: 3020-3024 - [c37]Zhongyao Cheng, Juelin Zhu, Cen Chen, Xiaoxi Yu, Wu Fan, Li Yue, Zeng Zeng:
Robust Train Component Detection with Cascade Convolutional Neural Networks based on Structure Knowledge. ITSC 2020: 1-6 - [c36]Chen Qu, Liu Yang, Cen Chen, Minghui Qiu, W. Bruce Croft, Mohit Iyyer:
Open-Retrieval Conversational Question Answering. SIGIR 2020: 539-548 - [c35]Cen Chen, Ya-Lin Zhang, Minghui Qiu, Bingzhe Wu, Li Wang, Longfei Li, Jun Zhou:
Automatic Knowledge Fusion in Transferrable Networks for Semantic Text Matching. WWW (Companion Volume) 2020: 73-74 - [c34]Liu Yang, Minghui Qiu, Chen Qu, Cen Chen, Jiafeng Guo, Yongfeng Zhang, W. Bruce Croft, Haiqing Chen:
IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems. WWW 2020: 2592-2598 - [i19]Liu Yang, Minghui Qiu, Chen Qu, Cen Chen, Jiafeng Guo, Yongfeng Zhang, W. Bruce Croft, Haiqing Chen:
IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems. CoRR abs/2002.00571 (2020) - [i18]Cen Chen, Chen Liang, Jianbin Lin, Li Wang, Ziqi Liu, Xinxing Yang, Xiukun Wang, Jun Zhou, Shuang Yang, Yuan Qi:
InfDetect: a Large Scale Graph-based Fraud Detection System for E-Commerce Insurance. CoRR abs/2003.02833 (2020) - [i17]Forrest Sheng Bao, Hebi Li, Ge Luo, Cen Chen, Yinfei Yang, Minghui Qiu:
End-to-end Semantics-based Summary Quality Assessment for Single-document Summarization. CoRR abs/2005.06377 (2020) - [i16]Chen Qu, Liu Yang, Cen Chen, Minghui Qiu, W. Bruce Croft, Mohit Iyyer:
Open-Retrieval Conversational Question Answering. CoRR abs/2005.11364 (2020) - [i15]Jianxi Yang, Likai Zhang, Cen Chen, Yangfan Li, Ren Li, Guiping Wang, Shixin Jiang, Zeng Zeng:
A Hierarchical Deep Convolutional Neural Network and Gated Recurrent Unit Framework for Structural Damage Detection. CoRR abs/2006.01045 (2020) - [i14]Cen Chen, Bingzhe Wu, Minghui Qiu, Li Wang, Jun Zhou:
A Comprehensive Analysis of Information Leakage in Deep Transfer Learning. CoRR abs/2009.01989 (2020) - [i13]Bin Zhang, Cen Chen, Li Wang:
Privacy-preserving Transfer Learning via Secure Maximum Mean Discrepancy. CoRR abs/2009.11680 (2020) - [i12]Huiwen Wu, Cen Chen, Li Wang:
A Theoretical Perspective on Differentially Private Federated Multi-task Learning. CoRR abs/2011.07179 (2020) - [i11]Minghui Qiu, Peng Li, Hanjie Pan, Chengyu Wang, Ang Wang, Cen Chen, Yaliang Li, Dehong Gao, Jun Huang, Yong Li, Jun Yang, Deng Cai, Wei Lin:
EasyTransfer - A Simple and Scalable Deep Transfer Learning Platform for NLP Applications. CoRR abs/2011.09463 (2020) - [i10]Yilun Lin, Chaochao Chen, Cen Chen, Li Wang:
Improving Federated Relational Data Modeling via Basis Alignment and Weight Penalty. CoRR abs/2011.11369 (2020) - [i9]Haojie Pan, Cen Chen, Minghui Qiu, Liu Yang, Feng Ji, Jun Huang, Haiqing Chen:
Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking Conversations. CoRR abs/2011.12771 (2020) - [i8]Chaochao Chen, Jun Zhou, Longfei Zheng, Yan Wang, Xiaolin Zheng, Bingzhe Wu, Cen Chen, Li Wang, Jianwei Yin:
Towards Scalable and Privacy-Preserving Deep Neural Network via Algorithmic-Cryptographic Co-design. CoRR abs/2012.09364 (2020)
2010 – 2019
- 2019
- [j16]Kang Wang, Kenli Li, Liqian Zhou, Yikun Hu, Zhongyao Cheng, Jing Liu, Cen Chen:
Multiple convolutional neural networks for multivariate time series prediction. Neurocomputing 360: 107-119 (2019) - [j15]Shaosheng Cao, Xinxing Yang, Cen Chen, Jun Zhou, Xiaolong Li, Yuan Qi:
TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial. Proc. VLDB Endow. 12(12): 2082-2093 (2019) - [c33]Cen Chen, Kenli Li, Sin G. Teo, Xiaofeng Zou, Kang Wang, Jie Wang, Zeng Zeng:
Gated Residual Recurrent Graph Neural Networks for Traffic Prediction. AAAI 2019: 485-492 - [c32]Ziyuan Zhao, Xiaoman Zhang, Cen Chen, Wei Li, Songyou Peng, Jie Wang, Xulei Yang, Le Zhang, Zeng Zeng:
Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation. BHI 2019: 1-4 - [c31]Cen Chen, Chen Liang, Jianbin Lin, Li Wang, Ziqi Liu, Xinxing Yang, Jun Zhou, Shuang Yang, Yuan Qi:
InfDetect: a Large Scale Graph-based Fraud Detection System for E-Commerce Insurance. IEEE BigData 2019: 1765-1773 - [c30]Chen Qu, Liu Yang, Minghui Qiu, Yongfeng Zhang, Cen Chen, W. Bruce Croft, Mohit Iyyer:
Attentive History Selection for Conversational Question Answering. CIKM 2019: 1391-1400 - [c29]Minghui Qiu, Bo Wang, Cen Chen, Xiaoyi Zeng, Jun Huang, Deng Cai, Jingren Zhou, Forrest Sheng Bao:
Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search. CIKM 2019: 2509-2515 - [c28]Chengxi Liu, Kenli Li, Jing Liu, Cen Chen:
LHCnn: A Novel Efficient Multivariate Time Series Prediction Framework Utilizing Convolutional Neural Networks. HPCC/SmartCity/DSS 2019: 2324-2332 - [c27]Cen Chen, Xiaolu Zhang, Sheng Ju, Chilin Fu, Caizhi Tang, Jun Zhou, Xiaolong Li:
AntProphet: an Intention Mining System behind Alipay's Intelligent Customer Service Bot. IJCAI 2019: 6497-6499 - [c26]Li Zhang, Zhuo Lv, Xuesong Zhang, Cen Chen, Nuannuan Li, Yidong Li, Wei Wang:
A Novel Approach for Traffic Anomaly Detection in Power Distributed Control System and Substation System. NSS 2019: 408-417 - [c25]Cen Chen, Chilin Fu, Xu Hu, Xiaolu Zhang, Jun Zhou, Xiaolong Li, Forrest Sheng Bao:
Reinforcement Learning for User Intent Prediction in Customer Service Bots. SIGIR 2019: 1265-1268 - [c24]Cen Chen, Minghui Qiu, Yinfei Yang, Jun Zhou, Jun Huang, Xiaolong Li, Forrest Sheng Bao:
Multi-Domain Gated CNN for Review Helpfulness Prediction. WWW 2019: 2630-2636 - [i7]Ziyuan Zhao, Xiaoman Zhang, Cen Chen, Wei Li, Songyou Peng, Jie Wang, Xulei Yang, Le Zhang, Zeng Zeng:
Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation. CoRR abs/1903.04778 (2019) - [i6]Shaosheng Cao, Xinxing Yang, Cen Chen, Jun Zhou, Xiaolong Li, Yuan (Alan) Qi:
TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial. CoRR abs/1906.07407 (2019) - [i5]Chen Qu, Liu Yang, Minghui Qiu, Yongfeng Zhang, Cen Chen, W. Bruce Croft, Mohit Iyyer:
Attentive History Selection for Conversational Question Answering. CoRR abs/1908.09456 (2019) - [i4]Bingzhe Wu, Chaochao Chen, Shiwan Zhao, Cen Chen, Yuan Yao, Guangyu Sun, Li Wang, Xiaolu Zhang, Jun Zhou:
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics. CoRR abs/1910.02249 (2019) - 2018
- [j14]Xuerong Ye, Cen Chen, Myeongsu Kang, Guofu Zhai, Michael G. Pecht:
A Joint Distribution-Based Testability Metric Estimation Model for Unreliable Tests. IEEE Access 6: 42566-42577 (2018) - [j13]Xuerong Ye, Cen Chen, Yixing Wang, L. Wang, Guofu Zhai:
VDMOSFET HEF degradation modelling considering turn-around phenomenon. Microelectron. Reliab. 80: 37-41 (2018) - [j12]Xuerong Ye, Cen Chen, Guofu Zhai:
Fault localization of a switched mode power supply based on extended integer-coded dictionary method. Microelectron. Reliab. 88-90: 339-344 (2018) - [j11]Xuerong Ye, Kaixin Zhang, Cen Chen, Zhongwei Li, Yue Wang, Guofu Zhai:
The threshold voltage degradation model of N Channel VDMOSFETs under PBT stress. Microelectron. Reliab. 91: 46-51 (2018) - [j10]Cen Chen, Kenli Li, Aijia Ouyang, Keqin Li:
FlinkCL: An OpenCL-Based In-Memory Computing Architecture on Heterogeneous CPU-GPU Clusters for Big Data. IEEE Trans. Computers 67(12): 1765-1779 (2018) - [j9]Shih-Fen Cheng, Cen Chen, Thivya Kandappu, Hoong Chuin Lau, Archan Misra, Nikita Jaiman, Randy Tandriansyah, Desmond Koh:
Scalable Urban Mobile Crowdsourcing: Handling Uncertainty in Worker Movement. ACM Trans. Intell. Syst. Technol. 9(3): 26:1-26:24 (2018) - [j8]Cen Chen, Kenli Li, Aijia Ouyang, Zeng Zeng, Keqin Li:
GFlink: An In-Memory Computing Architecture on Heterogeneous CPU-GPU Clusters for Big Data. IEEE Trans. Parallel Distributed Syst. 29(6): 1275-1288 (2018) - [c23]Cen Chen, Kenli Li, Sin G. Teo, Guizi Chen, Xiaofeng Zou, Xulei Yang, Ramaseshan C. Vijay, Jiashi Feng, Zeng Zeng:
Exploiting Spatio-Temporal Correlations with Multiple 3D Convolutional Neural Networks for Citywide Vehicle Flow Prediction. ICDM 2018: 893-898 - [c22]Cen Chen, Yinfei Yang, Jun Zhou, Xiaolong Li, Forrest Sheng Bao:
Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators. NAACL-HLT (2) 2018: 602-607 - [c21]Xinxing Yang, Jun Zhou, Peilin Zhao, Cen Chen, Chaochao Chen, Xiaolong Li:
A Local Online Learning Approach for Non-linear Data. PAKDD (2) 2018: 431-443 - [i3]Cen Chen, Minghui Qiu, Yinfei Yang, Jun Zhou, Jun Huang, Xiaolong Li, Forrest Sheng Bao:
Review Helpfulness Prediction with Embedding-Gated CNN. CoRR abs/1808.09896 (2018) - 2017
- [j7]Cen Chen, Kenli Li, Aijia Ouyang, Keqin Li:
A parallel approximate SS-ELM algorithm based on MapReduce for large-scale datasets. J. Parallel Distributed Comput. 108: 85-94 (2017) - [j6]Shengru Li, Daoyun Hu, Wenjian Fang, Shoujiang Ma, Cen Chen, Huibai Huang, Zuqing Zhu:
Protocol Oblivious Forwarding (POF): Software-Defined Networking with Enhanced Programmability. IEEE Netw. 31(2): 58-66 (2017) - [j5]Cen Chen, Kenli Li, Aijia Ouyang, Zhuo Tang, Keqin Li:
GPU-Accelerated Parallel Hierarchical Extreme Learning Machine on Flink for Big Data. IEEE Trans. Syst. Man Cybern. Syst. 47(10): 2740-2753 (2017) - [c20]Cen Chen, Zachary B. Rubinstein, Stephen F. Smith, Hoong Chuin Lau:
Scalable Approaches to Home Health Care Scheduling Problems with Uncertainty. AAAI Workshops 2017 - [c19]Cen Chen, Zachary B. Rubinstein, Stephen F. Smith, Hoong Chuin Lau:
Tackling Large-Scale Home Health Care Delivery Problem with Uncertainty. ICAPS 2017: 358-366 - [c18]Yinfei Yang, Cen Chen, Minghui Qiu, Forrest Sheng Bao:
Aspect Extraction from Product Reviews Using Category Hierarchy Information. EACL (2) 2017: 675-680 - [c17]Wei Ai, Kenli Li, Cen Chen, Jiwu Peng, Keqin Li:
DHCRF: A Distributed Conditional Random Field Algorithm on a Heterogeneous CPU-GPU Cluster for Big Data. ICDCS 2017: 2372-2379 - [c16]Tongwu Dai, Kenli Li, Cen Chen:
A parallel randomized neural network on in-memory cluster computing for big data. ICNC-FSKD 2017: 1769-1778 - [c15]Cen Chen, Peilin Zhao, Longfei Li, Jun Zhou, Xiaolong Li, Minghui Qiu:
Locally Connected Deep Learning Framework for Industrial-scale Recommender Systems. WWW (Companion Volume) 2017: 769-770 - [i2]Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Huiling Chen, Jie Lin, Babar Nazir, Cen Chen, Tse Chiang Howe, Zeng Zeng, Vijay Chandrasekhar:
Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge. CoRR abs/1705.09435 (2017) - [i1]Xu Hu, Jun Huang, Minghui Qiu, Cen Chen, Wei Chu:
PS-DBSCAN: An Efficient Parallel DBSCAN Algorithm Based on Platform Of AI (PAI). CoRR abs/1711.01034 (2017) - 2016
- [c14]Thivya Kandappu, Archan Misra, Shih-Fen Cheng, Nikita Jaiman, Randy Tandriansyah, Cen Chen, Hoong Chuin Lau, Deepthi Chander, Koustuv Dasgupta:
Campus-Scale Mobile Crowd-Tasking: Deployment & Behavioral Insights. CSCW 2016: 798-810 - [c13]Thivya Kandappu, Nikita Jaiman, Randy Tandriansyah, Archan Misra, Shih-Fen Cheng, Cen Chen, Hoong Chuin Lau, Deepthi Chander, Koustuv Dasgupta:
TASKer: behavioral insights via campus-based experimental mobile crowd-sourcing. UbiComp 2016: 392-402 - [c12]Jiwu Peng, Zheng Xiao, Cen Chen, Wangdong Yang:
Iterative sparse matrix-vector multiplication on in-memory cluster computing accelerated by GPUs for big data. ICNC-FSKD 2016: 1454-1460 - [c11]Cen Chen, Kenli Li, Aijia Ouyang, Zhuo Tang, Keqin Li:
GFlink: An In-Memory Computing Architecture on Heterogeneous CPU-GPU Clusters for Big Data. ICPP 2016: 542-551 - [c10]Yinfei Yang, Cen Chen, Forrest Sheng Bao:
Aspect-Based Helpfulness Prediction for Online Product Reviews. ICTAI 2016: 836-843 - [c9]Alberto Castro, Alba P. Vela, Lluis Gifre, Roberto Proietti, Cen Chen, Jie Yin, Xiaoliang Chen, Zheng Cao, Zuqing Zhu, Vaibhawa Mishra, Luis Velasco, S. J. Ben Yoo:
Experimental demonstration of heterogeneous cross stratum broker for scientific applications. OFC 2016: 1-3 - 2015
- [j4]Qiang Qu, Cen Chen, Christian S. Jensen, Anders Skovsgaard:
Space-Time Aware Behavioral Topic Modeling for Microblog Posts. IEEE Data Eng. Bull. 38(2): 58-67 (2015) - [j3]Zuqing Zhu, Xiaoliang Chen, Cen Chen, Shoujiang Ma, Mingyang Zhang, Lei Liu, S. J. Ben Yoo:
OpenFlow-Assisted Online Defragmentation in Single-/Multi-Domain Software-Defined Elastic Optical Networks [Invited]. JOCN 7(1): A7-A15 (2015) - [c8]Cen Chen, Shih-Fen Cheng, Archan Misra, Hoong Chuin Lau:
Multi-Agent Task Assignment for Mobile Crowdsourcing under Trajectory Uncertainties. AAMAS 2015: 1715-1716 - [c7]Xiaoliang Chen, Jie Yin, Cen Chen, Zuqing Zhu, Alberto Casales, S. J. Ben Yoo:
Multi-broker based market-driven service provisioning in multi-domain SD-EONs in nuncooperative game scenarios. ECOC 2015: 1-3 - [c6]Daoyun Hu, Shengru Li, Nana Xue, Cen Chen, Shoujiang Ma, Wenjian Fang, Zuqing Zhu:
Design and Demonstration of SDN-Based Flexible Flow Converging with Protocol-Oblivious Forwarding (POF). GLOBECOM 2015: 1-6 - [c5]Cen Chen, Shih-Fen Cheng, Hoong Chuin Lau, Archan Misra:
Towards City-Scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties. IJCAI 2015: 1113-1119 - [c4]Lei Liu, Zuqing Zhu, Xiong Wang, Guanghua Song, Cen Chen, Xiaoliang Chen, Shoujiang Ma, Xiaotao Feng, Roberto Proietti, S. J. Ben Yoo:
Field trial of broker-based multi-domain software-defined heterogeneous wireline-wireless-optical networks. OFC 2015: 1-3 - 2014
- [j2]Wei Lu, Shoujiang Ma, Cen Chen, Xiaoliang Chen, Zuqing Zhu:
Implementation and Demonstration of Revenue-Driven Provisioning for Advance Reservation Requests in OpenFlow-Controlled SD-EONs. IEEE Commun. Lett. 18(10): 1727-1730 (2014) - [j1]Cen Chen, Shih-Fen Cheng, Hoong Chuin Lau:
Multi-agent orienteering problem with time-dependent capacity constraints. Web Intell. Agent Syst. 12(4): 347-358 (2014) - [c3]Cen Chen, Shoujiang Ma, Xiaoliang Chen, Zuqing Zhu, Lei Liu, Xiaotao Feng, S. J. Ben Yoo:
Demonstration of OpenFlow-controlled cooperative resource allocation in a multi-domain SD-EON testbed across multiple nations. ECOC 2014: 1-3 - [c2]Cen Chen, Shih-Fen Cheng, Aldy Gunawan, Archan Misra, Koustuv Dasgupta, Deepthi Chander:
TRACCS: A Framework for Trajectory-Aware Coordinated Urban Crowd-Sourcing. HCOMP 2014: 30-40 - [c1]Shoujiang Ma, Cen Chen, Shengru Li, Mingyang Zhang, Suoheng Li, Yan Shao, Zuqing Zhu, Lei Liu, S. J. Ben Yoo:
Demonstration of online spectrum defragmentation enabled by OpenFlow in software-defined elastic optical networks. OFC 2014: 1-3
Coauthor Index
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