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2020 – today
- 2025
[j50]Pengfei Liang, Xiangfeng Wang, Chao Ai, Dongming Hou, Siyuan Liu:
SRSGCN: A novel multi-sensor fault diagnosis method for hydraulic axial piston pump with limited data. Reliab. Eng. Syst. Saf. 253: 110563 (2025)- 2024
- [j49]Qian Cheng
, Xiangfeng Wang:
Machine Learning for AI Breeding in Plants. Genom. Proteom. Bioinform. 22(4) (2024) - [j48]Ying Li, Lijie Zhang, Siyuan Liu, Xiangfeng Wang, Chenghang Sun, Pengfei Liang, Xiaoming Yuan:
A novel interpretable semi-supervised graph learning model for intelligent fault diagnosis of hydraulic pumps. Knowl. Based Syst. 305: 112598 (2024) - [j47]Chuyun Shen, Wenhao Li, Haoqing Chen, Xiaoling Wang, Fengping Zhu, Yuxin Li, Xiangfeng Wang, Bo Jin:
Complementary information mutual learning for multimodality medical image segmentation. Neural Networks 180: 106670 (2024) - [j46]Ying Li, Lijie Zhang, Pengfei Liang, Xiangfeng Wang, Bin Wang, Leitao Xu:
Semi-supervised meta-path space extended graph convolution network for intelligent fault diagnosis of rotating machinery under time-varying speeds. Reliab. Eng. Syst. Saf. 251: 110363 (2024) - [j45]Jingran Lin, Mengyuan Ma, Xiangfeng Wang:
Joint Design of Long-Term Base Station Activation and Short-Term Beamforming for Green Wireless Networks. IEEE Trans. Wirel. Commun. 23(1): 185-200 (2024) - [c50]Xiangfeng Wang, Zaiyi Chen, Tong Xu, Zheyong Xie, Yongyi He, Enhong Chen:
In-Context Former: Lightning-fast Compressing Context for Large Language Model. EMNLP (Findings) 2024: 2445-2460 - [c49]Tianjiao Zhang, Huangjie Zheng, Jiangchao Yao, Xiangfeng Wang, Mingyuan Zhou, Ya Zhang, Yanfeng Wang:
Long-tailed Diffusion Models with Oriented Calibration. ICLR 2024 - [c48]Zihan Niu, Zheyong Xie, Tong Xu, Xiangfeng Wang, Yao Hu, Ying Yu, Enhong Chen:
Knowledge-Enhanced Multi-perspective Incongruity Perception Network for Multimodal Sarcasm Detection. ICME 2024: 1-6 - [c47]Yifei Huang, Chuyun Shen, Wenhao Li, Xiangfeng Wang, Bo Jin, Haibin Cai:
Optimizing Efficiency and Effectiveness in Sequential Prompt Strategy for SAM Using Reinforcement Learning. MICCAI (8) 2024: 478-488 - [i36]Chuyun Shen, Wenhao Li, Haoqing Chen, Xiaoling Wang, Fengping Zhu, Yuxin Li, Xiangfeng Wang, Bo Jin:
Complementary Information Mutual Learning for Multimodality Medical Image Segmentation. CoRR abs/2401.02717 (2024) - [i35]Xiangfeng Wang, Zaiyi Chen, Zheyong Xie, Tong Xu, Yongyi He, Enhong Chen:
In-Context Former: Lightning-fast Compressing Context for Large Language Model. CoRR abs/2406.13618 (2024) - [i34]Chuyun Shen, Wenhao Li, Yuhang Shi, Xiangfeng Wang:
Interactive 3D Medical Image Segmentation with SAM 2. CoRR abs/2408.02635 (2024) - 2023
- [j44]Xue Gao, Xingju Cai, Xiangfeng Wang, Deren Han:
An alternating structure-adapted Bregman proximal gradient descent algorithm for constrained nonconvex nonsmooth optimization problems and its inertial variant. J. Glob. Optim. 87(1): 277-300 (2023) - [j43]Wenhao Li, Bo Jin, Xiangfeng Wang, Junchi Yan, Hongyuan Zha:
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning. J. Mach. Learn. Res. 24: 178:1-178:75 (2023) - [j42]Chuyun Shen, Wenhao Li, Qisen Xu, Bin Hu, Bo Jin, Haibin Cai, Fengping Zhu, Yuxin Li, Xiangfeng Wang:
Interactive medical image segmentation with self-adaptive confidence calibration. Frontiers Inf. Technol. Electron. Eng. 24(9): 1332-1348 (2023) - [j41]Huiting Yang, Wei Liu, Xiangfeng Wang, Jiandong Li:
Group Sparse Space Information Network With Joint Virtual Network Function Deployment and Maximum Flow Routing Strategy. IEEE Trans. Wirel. Commun. 22(8): 5291-5305 (2023) - [c46]Junjie Sheng, Xiangfeng Wang, Bo Jin, Wenhao Li, Jun Wang, Junchi Yan, Tsung-Hui Chang, Hongyuan Zha:
Learning Structured Communication for Multi-Agent Reinforcement Learning. AAMAS 2023: 436-438 - [c45]Yun Hua, Shang Gao, Wenhao Li, Bo Jin, Xiangfeng Wang, Hongyuan Zha:
Learning Optimal "Pigovian Tax" in Sequential Social Dilemmas. AAMAS 2023: 2784-2786 - [c44]Chuyun Shen, Wenhao Li, Ya Zhang, Yanfeng Wang, Xiangfeng Wang:
Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation. BIBM 2023: 3550-3557 - [c43]Wenhao Li, Xiangfeng Wang, Bo Jin, Hongyuan Zha:
Hierarchical Diffusion for Offline Decision Making. ICML 2023: 20035-20064 - [c42]Lan Jiang, Ye Mao, Xiangfeng Wang, Xi Chen, Chao Li:
CoLa-Diff: Conditional Latent Diffusion Model for Multi-modal MRI Synthesis. MICCAI (10) 2023: 398-408 - [c41]Junjie Sheng, Lu Wang, Fangkai Yang, Bo Qiao, Hang Dong, Xiangfeng Wang, Bo Jin, Jun Wang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang:
Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning. WWW 2023: 2927-2936 - [i33]Xiangfeng Wang, Hongteng Xu, Moyi Yang:
Decentralized Entropic Optimal Transport for Privacy-preserving Distributed Distribution Comparison. CoRR abs/2301.12065 (2023) - [i32]Wenhao Li, Xiangfeng Wang, Bo Jin, Jingyi Lu, Hongyuan Zha:
Learning Roles with Emergent Social Value Orientations. CoRR abs/2301.13812 (2023) - [i31]Chaofan Ma, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang:
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning. CoRR abs/2303.10692 (2023) - [i30]Lan Jiang, Ye Mao, Xi Chen, Xiangfeng Wang, Chao Li:
CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis. CoRR abs/2303.14081 (2023) - [i29]Yun Hua, Shang Gao, Wenhao Li, Bo Jin, Xiangfeng Wang, Hongyuan Zha:
Learning Optimal "Pigovian Tax" in Sequential Social Dilemmas. CoRR abs/2305.06227 (2023) - [i28]Wenhao Li, Dan Qiao, Baoxiang Wang, Xiangfeng Wang, Bo Jin, Hongyuan Zha:
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning. CoRR abs/2305.10865 (2023) - [i27]Junjie Sheng, Wenhao Li, Bo Jin, Hongyuan Zha, Jun Wang, Xiangfeng Wang:
Negotiated Reasoning: On Provably Addressing Relative Over-Generalization. CoRR abs/2306.05353 (2023) - [i26]Chuyun Shen, Wenhao Li, Ya Zhang, Xiangfeng Wang:
Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation. CoRR abs/2306.08958 (2023) - [i25]Junjie Sheng, Zixiao Huang, Chuyun Shen, Wenhao Li, Yun Hua, Bo Jin, Hongyuan Zha, Xiangfeng Wang:
Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym. CoRR abs/2312.03290 (2023) - 2022
- [j40]Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha:
Learning structured communication for multi-agent reinforcement learning. Auton. Agents Multi Agent Syst. 36(2): 50 (2022) - [j39]Qian Cheng, Shuqing Jiang, Feng Xu, Qian Wang, Yingjie Xiao, Ruyang Zhang, Jiuran Zhao, Jianbing Yan, Chuang Ma, Xiangfeng Wang:
Genome optimization via virtual simulation to accelerate maize hybrid breeding. Briefings Bioinform. 23(1) (2022) - [j38]Chunming Yang, Jun Yan, Shuqin Jiang, Xia Li, Haowei Min, Xiangfeng Wang, Dongyun Hao:
Resequencing 250 Soybean Accessions: New Insights into Genes Associated with Agronomic Traits and Genetic Networks. Genom. Proteom. Bioinform. 20(1): 29-41 (2022) - [j37]Wenyan Liu, Xiangfeng Wang, Haikun Zheng, Bo Jin, Xiaoling Wang, Hongyuan Zha:
Mitigating disparate impact on model accuracy in differentially private learning. Inf. Sci. 616: 108-126 (2022) - [j36]Wenhao Li, Xiangfeng Wang, Bo Jin, Dijun Luo, Hongyuan Zha:
Structured Cooperative Reinforcement Learning With Time-Varying Composite Action Space. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8618-8634 (2022) - [j35]Junjie Sheng, Yiqiu Hu, Wenli Zhou, Lei Zhu, Bo Jin, Jun Wang, Xiangfeng Wang:
Learning to schedule multi-NUMA virtual machines via reinforcement learning. Pattern Recognit. 121: 108254 (2022) - [c40]Rui Chen, Xiangfeng Wang, Bo Jin, Jiaqi Tu, Fengping Zhu, Yuxin Li:
CLD-Net: Complement Local Detail For Medical Small-Object Segmentation. BIBM 2022: 942-947 - [c39]Haochuan Cui, Junjie Sheng, Bo Jin, Yiqiu Hu, Li Su, Lei Zhu, Wenli Zhou, Xiangfeng Wang:
ReAssigner: A Plug-and-Play Virtual Machine Scheduling Intensifier for Heterogeneous Requests. IEEE Big Data 2022: 3726-3734 - [c38]Moyi Yang, Junjie Sheng, Wenyan Liu, Bo Jin, Xiaoling Wang, Xiangfeng Wang:
Obtaining Dyadic Fairness by Optimal Transport. IEEE Big Data 2022: 4726-4732 - [c37]Ting Wu, Wenhao Li, Bo Jin, Wei Zhang, Xiangfeng Wang:
Weighted Mean-Field Multi-Agent Reinforcement Learning via Reward Attribution Decomposition. DASFAA (Workshops) 2022: 301-316 - [c36]Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Hongyuan Zha:
Dealing with Non-Stationarity in MARL via Trust-Region Decomposition. ICLR 2022 - [c35]Wenhao Li, Hongjun Chen, Bo Jin, Wenzhe Tan, Hongyuan Zha, Xiangfeng Wang:
Multi-Agent Path Finding with Prioritized Communication Learning. ICRA 2022: 10695-10701 - [c34]Junjie Sheng, Shengliang Cai, Haochuan Cui, Wenhao Li, Yun Hua, Bo Jin, Wenli Zhou, Yiqiu Hu, Lei Zhu, Qian Peng, Hongyuan Zha, Xiangfeng Wang:
VMAgent: A Practical Virtual Machine Scheduling Platform. IJCAI 2022: 5944-5947 - [i24]Wenhao Li, Hongjun Chen, Bo Jin, Wenzhe Tan, Hongyuan Zha, Xiangfeng Wang:
Multi-Agent Path Finding with Prioritized Communication Learning. CoRR abs/2202.03634 (2022) - [i23]Moyi Yang, Junjie Sheng, Xiangfeng Wang, Wenyan Liu, Bo Jin, Jun Wang, Hongyuan Zha:
Obtaining Dyadic Fairness by Optimal Transport. CoRR abs/2202.04520 (2022) - [i22]Junjie Sheng, Lu Wang, Fangkai Yang, Bo Qiao, Hang Dong, Xiangfeng Wang, Bo Jin, Jun Wang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang:
Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning. CoRR abs/2211.11759 (2022) - [i21]Haochuan Cui, Junjie Sheng, Bo Jin, Yiqiu Hu, Li Su, Lei Zhu, Wenli Zhou, Xiangfeng Wang:
ReAssigner: A Plug-and-Play Virtual Machine Scheduling Intensifier for Heterogeneous Requests. CoRR abs/2211.16227 (2022) - 2021
- [j34]Jiangtao Xu, Xiangfeng Wang, Zhiyuan Gao, Kaiming Nie:
High-speed target tracking algorithm for the pulse-sequence-based image sensor. IET Image Process. 15(5): 1157-1165 (2021) - [j33]Yongbiao Xue, Yiming Bao, Zhang Zhang, Wenming Zhao, Jing-Fa Xiao, Shunmin He, Guoqing Zhang, Yixue Li, Guoping Zhao, Runsheng Chen, Shuhui Song, Lina Ma, Dong Zou, Dongmei Tian, Cuiping Li, Junwei Zhu, Zheng Gong, Meili Chen, Anke Wang, Yingke Ma, Mengwei Li, Xufei Teng, Ying Cui, Guangya Duan, Mochen Zhang, Tong Jin, Chengmin Shi, Zhenglin Du, Yadong Zhang, Chuandong Liu, Rujiao Li, Jingyao Zeng, Lili Hao, Shuai Jiang, Hua Chen, Dali Han, Tao Zhang, Wang Kang, Fei Yang, Jing Qu, Weiqi Zhang, Guanghui Liu, Lin Liu, Yang Zhang, Guangyi Niu, Tongtong Zhu, Changrui Feng, Xiaonan Liu, Yuansheng Zhang, Zhao Li, Ruru Chen, Qianpeng Li, Zhongyi Hua, Chao Jiang, Ziyuan Chen, Fangshu He, Yuyang Zhao, Yan Jin, Luqi Huang, Yuan Yuan, Chenfen Zhou, Qingwei Xu, Sheng He, Wei Ye, Ruifang Cao, Pengyu Wang, Yunchao Ling, Xing Yan, Qingzhong Wang, Qiang Du, Wenting Zong, Hongen Kang, Zhuang Xiong, Wendi Huan, Sirui Zhang, Qiguang Xia, Xiaojuan Fan, Zefeng Wang, Xu Chen, Tingting Chen, Sisi Zhang, Bixia Tang, Lili Dong, Zhewen Zhang, Zhonghuang Wang, Hailong Kang, Yanqing Wang, Song Wu, Ming Chen, Chang Liu, Yujia Xiong, Xueying Shao, Yanyan Li, Honghong Zhou, Xiaomin Chen, Yu Zheng, Quan Kang, Di Hao, Lili Zhang, Huaxia Luo, Yajing Hao, Peng Zhang, Zhi Nie, Shuhuan Yu, Jian Sang, Zhaohua Li, Xiangquan Zhang, Qing Zhou, Shuang Zhai, Yaping Zhang, Guodong Wang, Qianghui Zhu, Xin Li, Menghua Li, Jun Yan, Chen Li, Zhennan Wang, Xiangfeng Wang, Yuanming Liu, Hong Luo, Xiaoyuan Wu, Hai-Chun Jing, Lianhe Zhao, Jiajia Wang, Tinrui Song, Yi Zhao, Furrukh Mehmood, Shahid Ali, Amjad Ali, Shoaib Saleem, Irfan Hussain, Amir Ali Abbasi, Zhixiang Zuo, Jian Ren, Xinxin Zhang, Yun Xiao, Xia Li, Yiran Tu, Yu Xue, Wanying Wu, Peifeng Ji, Fangqing Zhao, Xianwen Meng, Di Peng, Hao Luo, Feng Gao, Wanshan Ning, Shaofeng Lin, Teng Liu, An-Yuan Guo, Hao Yuan, Yong E. Zhang, Xiaodan Tan, Weizhi Zhang, Yubin Xie, Chenwei Wang, Chun-Jie Liu, De-Chang Yang, Feng Tian, Ge Gao, Dachao Tang, Lan Yao, Qinghua Cui, Ni A. An, Chuan-Yun Li, Xiaotong Luo:
Database Resources of the National Genomics Data Center, China National Center for Bioinformation in 2021. Nucleic Acids Res. 49(Database-Issue): D18-D28 (2021) - [j32]Xiangfeng Wang, Junchi Yan, Bo Jin, Wenhao Li:
Distributed and Parallel ADMM for Structured Nonconvex Optimization Problem. IEEE Trans. Cybern. 51(9): 4540-4552 (2021) - [j31]Yunfei Song, Tian Liu, Tongquan Wei, Xiangfeng Wang, Zhe Tao, Mingsong Chen:
FDA$^3$: Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications. IEEE Trans. Ind. Informatics 17(11): 7830-7838 (2021) - [j30]Chaofan Ma, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang:
Boundary-Aware Supervoxel-Level Iteratively Refined Interactive 3D Image Segmentation With Multi-Agent Reinforcement Learning. IEEE Trans. Medical Imaging 40(10): 2563-2574 (2021) - [c33]Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Yun Hua, Hongyuan Zha:
Structured Diversification Emergence via Reinforced Organization Control and Hierachical Consensus Learning. AAMAS 2021: 773-781 - [c32]Qisen Xu, Qian Wu, Yiqiu Hu, Bo Jin, Bin Hu, Fengping Zhu, Yuxin Li, Xiangfeng Wang:
Semi-supervised Medical Image Segmentation with Confidence Calibration. IJCNN 2021: 1-8 - [c31]Yun Hua, Xiangfeng Wang, Bo Jin, Wenhao Li, Junchi Yan, Xiaofeng He, Hongyuan Zha:
HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem. KDD 2021: 637-645 - [i20]Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Yun Hua, Hongyuan Zha:
Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning. CoRR abs/2102.04775 (2021) - [i19]Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Hongyuan Zha:
Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning via Trust Region Decomposition. CoRR abs/2102.10616 (2021) - [i18]Wenhao Li, Qisen Xu, Chuyun Shen, Bin Hu, Fengping Zhu, Yuxin Li, Bo Jin, Xiangfeng Wang:
Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration. CoRR abs/2111.07716 (2021) - [i17]Junjie Sheng, Shengliang Cai, Haochuan Cui, Wenhao Li, Yun Hua, Bo Jin, Wenli Zhou, Yiqiu Hu, Lei Zhu, Qian Peng, Hongyuan Zha, Xiangfeng Wang:
VMAgent: Scheduling Simulator for Reinforcement Learning. CoRR abs/2112.04785 (2021) - 2020
- [j29]Xiangfeng Wang, Junping Zhang, Wenxing Zhang:
The distance between convex sets with Minkowski sum structure: application to collision detection. Comput. Optim. Appl. 77(2): 465-490 (2020) - [j28]Jun Yan, Dong Zou, Chen Li, Zhang Zhang, Shuhui Song, Xiangfeng Wang:
SR4R: An Integrative SNP Resource for Genomic Breeding and Population Research in Rice. Genom. Proteom. Bioinform. 18(2): 173-185 (2020) - [j27]Shi-Jian Zhang, Lei Liu, Ruolin Yang, Xiangfeng Wang:
Genome Size Evolution Mediated by Gypsy Retrotransposons in Brassicaceae. Genom. Proteom. Bioinform. 18(3): 321-332 (2020) - [j26]Mingyi Hong, Tsung-Hui Chang, Xiangfeng Wang, Meisam Razaviyayn, Shiqian Ma, Zhi-Quan Luo:
A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization. Math. Oper. Res. 45(3): 833-861 (2020) - [c30]Wenyan Liu, Junhong Cheng, Xiangfeng Wang, Xiaoling Wang:
SecureRec: Privacy-Preserving Recommendation with Distributed Matrix Factorization. ADMA 2020: 480-495 - [c29]Xuan Liao, Wenhao Li, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang:
Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning. CVPR 2020: 9391-9399 - [c28]Huachi Zhou, Junhong Cheng, Xiangfeng Wang, Bo Jin:
Low Rank Communication for Federated Learning. DASFAA (Workshops) 2020: 1-16 - [c27]Bangfeng Xia, Yueling Zhang, Weiting Chen, Xiangfeng Wang, Jiangtao Wang:
EdgeAugment: Data Augmentation by Fusing and Filling Edge Maps. ICANN (1) 2020: 504-516 - [c26]Xin Li, Xiangfeng Wang, Bo Jin, Wenjie Zhang, Jun Wang, Hongyuan Zha:
VSB2-Net: Visual-Semantic Bi-Branch Network for Zero-Shot Hashing. ICPR 2020: 1836-1843 - [c25]Junjie Wang, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenjie Zhang, Hongyuan Zha:
Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning. ICPR 2020: 1859-1866 - [c24]Xin Li, Xiaoyue Wen, Bo Jin, Xiangfeng Wang, Junjie Wang, Jinghui Cai:
Visual-to-Semantic Hashing for Zero Shot Learning. IJCNN 2020: 1-7 - [i16]Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha:
Learning Structured Communication for Multi-agent Reinforcement Learning. CoRR abs/2002.04235 (2020) - [i15]Yun Hua, Xiangfeng Wang, Bo Jin, Wenhao Li, Junchi Yan, Xiaofeng He, Hongyuan Zha:
Hyper-Meta Reinforcement Learning with Sparse Reward. CoRR abs/2002.04238 (2020) - [i14]Wenhao Li, Bo Jin, Xiangfeng Wang, Junchi Yan, Hongyuan Zha:
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning. CoRR abs/2004.11145 (2020) - [i13]Yunfei Song, Tian Liu, Tongquan Wei, Xiangfeng Wang, Zhe Tao, Mingsong Chen:
FDA3 : Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications. CoRR abs/2006.15632 (2020)
2010 – 2019
- 2019
- [j25]Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Qingshan Liu, Xin Zhang:
Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 323-336 (2019) - [j24]Changsheng Li, Xiangfeng Wang, Weishan Dong, Junchi Yan, Qingshan Liu, Hongyuan Zha:
Joint Active Learning with Feature Selection via CUR Matrix Decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 41(6): 1382-1396 (2019) - [c23]Wenhao Li, Bo Jin, Xiangfeng Wang:
SparseMAAC: Sparse Attention for Multi-agent Reinforcement Learning. DASFAA Workshops 2019: 96-110 - [c22]Mengying Zhang, Changsheng Li, Xiangfeng Wang:
Multi-View Metric Learning for Multi-Label Image Classification. ICIP 2019: 2134-2138 - [c21]Jinghui Cai, Boyang Wang, Xiangfeng Wang, Bo Jin:
Accelerate Black-Box Attack with White-Box Prior Knowledge. IScIDE (2) 2019: 394-405 - [c20]Yujia Xie, Xiangfeng Wang, Ruijia Wang, Hongyuan Zha:
A Fast Proximal Point Method for Computing Exact Wasserstein Distance. UAI 2019: 433-453 - [i12]Junjie Wang, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenjie Zhang, Hongyuan Zha:
Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning. CoRR abs/1911.09046 (2019) - [i11]Xuan Liao, Wenhao Li, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang:
Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning. CoRR abs/1911.10334 (2019) - 2018
- [j23]Xiaomei Luo, Hang Li, Xiangfeng Wang:
Wireless Information and Energy Transfer in MIMO Communication With Interference Channels. IEEE Access 6: 65845-65861 (2018) - [j22]Weilong Guo, Ping Zhu, Matteo Pellegrini, Michael Q. Zhang, Xiangfeng Wang, Zhongfu Ni:
CGmapTools improves the precision of heterozygous SNV calls and supports allele-specific methylation detection and visualization in bisulfite-sequencing data. Bioinform. 34(3): 381-387 (2018) - [j21]Shi-Jian Zhang, Peiqi Meng, Jieni Zhang, Peizeng Jia, Jiuxiang Lin, Xiangfeng Wang, Feng Chen, Xiaoxing Wei:
Machine Learning Models for Genetic Risk Assessment of Infants with Non-syndromic Orofacial Cleft. Genom. Proteom. Bioinform. 16(5): 354-364 (2018) - [j20]Xiangfeng Wang, Wenjie Zhang, Junchi Yan, Xiaoming Yuan, Hongyuan Zha:
On the flexibility of block coordinate descent for large-scale optimization. Neurocomputing 272: 471-480 (2018) - [j19]Hangrui Yue, Qingzhi Yang, Xiangfeng Wang, Xiaoming Yuan:
Implementing the Alternating Direction Method of Multipliers for Big Datasets: A Case Study of Least Absolute Shrinkage and Selection Operator. SIAM J. Sci. Comput. 40(5): A3121-A3156 (2018) - [j18]Xiaomei Luo, Xiangfeng Wang, Yuhao Wang, Shengqi Zhu:
Efficient InSAR Phase Noise Reduction via Compressive Sensing in the Complex Domain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(5): 1615-1632 (2018) - [c19]Xiaotong Wang, Cheng Jiang, Junhua Fang, Xiangfeng Wang, Rong Zhang:
AdaptMX: Flexible Join-Matrix Streaming System for Distributed Theta-Joins. DASFAA (2) 2018: 802-806 - [c18]Wenjie Zhang, Junchi Yan, Xiangfeng Wang, Hongyuan Zha:
Deep Extreme Multi-label Learning. ICMR 2018: 100-107 - [i10]Yujia Xie, Xiangfeng Wang, Ruijia Wang, Hongyuan Zha:
A Fast Proximal Point Method for Wasserstein Distance. CoRR abs/1802.04307 (2018) - 2017
- [j17]Mingyi Hong, Xiangfeng Wang, Meisam Razaviyayn, Zhi-Quan Luo:
Iteration complexity analysis of block coordinate descent methods. Math. Program. 163(1-2): 85-114 (2017) - [j16]Quanbo Ge, Zhongliang Wei, Tianfa Cheng, Shaodong Chen, Xiangfeng Wang:
Flexible Fusion Structure-Based Performance Optimization Learning for Multisensor Target Tracking. Sensors 17(5): 1045 (2017) - [c17]Xin Liu, Junchi Yan, Shuai Xiao, Xiangfeng Wang, Hongyuan Zha, Stephen M. Chu:
On Predictive Patent Valuation: Forecasting Patent Citations and Their Types. AAAI 2017: 1438-1444 - [c16]Wenjie Zhang, Xiangfeng Wang, Junchi Yan, Hongyuan Zha:
A Divide-and-Conquer Approach for Large-Scale Multi-label Learning. BigMM 2017: 398-401 - [i9]Wenjie Zhang, Liwei Wang, Junchi Yan, Xiangfeng Wang, Hongyuan Zha:
Deep Extreme Multi-label Learning. CoRR abs/1704.03718 (2017) - 2016
- [j15]Xiaomei Luo, Zhiyong Suo, Qiegen Liu, Xiangfeng Wang:
Efficient noise reduction for interferometric phase image via non-local non-convex low-rank regularisation. IET Signal Process. 10(7): 815-824 (2016) - [j14]Tsung-Hui Chang, Mingyi Hong, Wei-Cheng Liao, Xiangfeng Wang:
Asynchronous Distributed ADMM for Large-Scale Optimization - Part I: Algorithm and Convergence Analysis. IEEE Trans. Signal Process. 64(12): 3118-3130 (2016) - [j13]Tsung-Hui Chang, Wei-Cheng Liao, Mingyi Hong, Xiangfeng Wang:
Asynchronous Distributed ADMM for Large-Scale Optimization - Part II: Linear Convergence Analysis and Numerical Performance. IEEE Trans. Signal Process. 64(12): 3131-3144 (2016) - [c15]Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan, Xiaobin Zhu, Qingshan Liu, Xin Zhang:
Spatially Regularized Streaming Sensor Selection. AAAI 2016: 3871-3879 - [c14]Xin Liu, Junchi Yan, Xiangfeng Wang, Hongyuan Zha:
Parallel Randomized Block Coordinate Descent for Neural Probabilistic Language Model with High-Dimensional Output Targets. CCPR (2) 2016: 334-348 - [c13]Davood Hajinezhad, Tsung-Hui Chang, Xiangfeng Wang, Qingjiang Shi, Mingyi Hong:
Nonnegative matrix factorization using ADMM: Algorithm and convergence analysis. ICASSP 2016: 4742-4746 - [c12]