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2020 – today
- 2024
[j54]Yuyuan Li, Chaochao Chen, Xiaolin Zheng
, Junlin Liu, Jun Wang:
Making recommender systems forget: Learning and unlearning for erasable recommendation. Knowl. Based Syst. 283: 111124 (2024)- [j53]Xing Liu, Xiaolin Zheng:
Microfluidic-Based Electrical Operation and Measurement Methods in Single-Cell Analysis. Sensors 24(19): 6359 (2024) - [j52]Xiaolin Zheng, Rui Wu, Zhongxuan Han, Chaochao Chen, Linxun Chen, Bing Han:
Heterogeneous Information Crossing on Graphs for Session-Based Recommender Systems. ACM Trans. Web 18(2): 19:1-19:24 (2024) - [c92]Zhongxuan Han, Chaochao Chen, Xiaolin Zheng, Meng Li, Weiming Liu, Binhui Yao, Yuyuan Li, Jianwei Yin:
Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems. AAAI 2024: 8463-8471 - [c91]Weiming Liu, Chaochao Chen, Xinting Liao, Mengling Hu, Yanchao Tan, Fan Wang, Xiaolin Zheng, Yew Soon Ong:
Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation. AAAI 2024: 8815-8823 - [c90]Mengyuan Yang, Mengying Zhu, Yan Wang, Linxun Chen, Yilei Zhao, Xiuyuan Wang, Bing Han, Xiaolin Zheng, Jianwei Yin:
Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward. AAAI 2024: 9250-9259 - [c89]Mengpu Liu, Mengying Zhu, Xiuyuan Wang, Guofang Ma, Jianwei Yin, Xiaolin Zheng:
ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction. AAAI 2024: 13972-13980 - [c88]Sihan Mao, Jianguang Zhang, Xiaodong Hu, Xiaolin Zheng:
Byzantine-Robust Compressed and Momentum-based Variance Reduction in Federated Learning. CSCWD 2024: 814-820 - [c87]Xinting Liao, Weiming Liu, Chaochao Chen, Pengyang Zhou, Fengyuan Yu, Huabin Zhu, Binhui Yao, Tao Wang, Xiaolin Zheng, Yanchao Tan:
Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data. CVPR 2024: 22841-22850 - [c86]Weiming Liu, Xiaolin Zheng, Chaochao Chen, Jiahe Xu, Xinting Liao, Fan Wang, Yanchao Tan, Yew-Soon Ong:
Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation. ICML 2024 - [c85]Bohao Qian, Mengying Zhu, Mengyuan Yang, Enze Wu, Guojie Xie, Yuebing Liang, Xiaolin Zheng:
HEDGE: Heterogeneous Semantic Dynamic Graph Framework for Log Anomaly Detection in Digital Service Network. ICWS 2024: 208-216 - [c84]Fei Zheng, Chaochao Chen, Lingjuan Lyu, Xinyi Fu, Xing Fu, Weiqiang Wang, Xiaolin Zheng, Jianwei Yin:
Protecting Split Learning by Potential Energy Loss. IJCAI 2024: 5590-5598 - [c83]Fan Wang, Chaochao Chen, Weiming Liu, Tianhao Fan, Xinting Liao, Yanchao Tan, Lianyong Qi, Xiaolin Zheng:
CE-RCFR: Robust Counterfactual Regression for Consensus-Enabled Treatment Effect Estimation. KDD 2024: 3013-3023 - [c82]Zhongxuan Han, Chaochao Chen, Xiaolin Zheng, Li Zhang, Yuyuan Li:
Hypergraph Convolutional Network for User-Oriented Fairness in Recommender Systems. SIGIR 2024: 903-913 - [c81]Jiajie Su, Chaochao Chen, Weiming Liu, Zibin Lin, Shuheng Shen, Weiqiang Wang, Xiaolin Zheng:
Revisit Targeted Model Poisoning on Federated Recommendation: Optimize via Multi-objective Transport. SIGIR 2024: 1722-1732 - [i39]Jiajie Su, Chaochao Chen, Zibin Lin, Xi Li, Weiming Liu, Xiaolin Zheng:
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation. CoRR abs/2402.14473 (2024) - [i38]Xinting Liao, Weiming Liu, Chaochao Chen, Pengyang Zhou, Fengyuan Yu, Huabin Zhu, Binhui Yao, Tao Wang, Xiaolin Zheng, Yanchao Tan:
Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data. CoRR abs/2403.16398 (2024) - [i37]Fei Zheng, Chaochao Chen, Zhongxuan Han, Xiaolin Zheng:
PermLLM: Private Inference of Large Language Models within 3 Seconds under WAN. CoRR abs/2405.18744 (2024) - 2023
- [j51]Yuyuan Li, Chaochao Chen, Xiaolin Zheng, Yan Wang, Biao Gong:
REFER: Randomized Online Factor Selection Framework for portfolio Management. Expert Syst. Appl. 223: 119837 (2023) - [j50]Yuyuan Li, Chaochao Chen, Xiaolin Zheng, Yizhao Zhang, Biao Gong, Jun Wang, Linxun Chen:
Selective and collaborative influence function for efficient recommendation unlearning. Expert Syst. Appl. 234: 121025 (2023) - [j49]Qianqiao Liang, Hua Wei, Yaxi Wu, Feng Wei, Deng Zhao, Jianshan He, Xiaolin Zheng, Guofang Ma, Bing Han:
Exploring financially constrained small- and medium-sized enterprises based on a multi-relation translational graph attention network. Frontiers Inf. Technol. Electron. Eng. 24(3): 388-402 (2023) - [j48]Xiaolin Zheng, Yanchao Tan, Yan Wang, Xiangyu Wei, Shengjia Zhang, Chaochao Chen, Longfei Li, Carl Yang:
Finding High-Quality Item Attributes for Recommendation. IEEE Trans. Knowl. Data Eng. 35(8): 7980-7993 (2023) - [j47]Weiming Liu, Xiaolin Zheng, Jiajie Su, Longfei Zheng, Chaochao Chen, Mengling Hu:
Contrastive Proxy Kernel Stein Path Alignment for Cross-Domain Cold-Start Recommendation. IEEE Trans. Knowl. Data Eng. 35(11): 11216-11230 (2023) - [c80]Xinting Liao, Weiming Liu, Xiaolin Zheng, Binhui Yao, Chaochao Chen:
PPGenCDR: A Stable and Robust Framework for Privacy-Preserving Cross-Domain Recommendation. AAAI 2023: 4453-4461 - [c79]Qianqiao Liang, Mengying Zhu, Yan Wang, Xiuyuan Wang, Wanjia Zhao, Mengyuan Yang, Hua Wei, Bing Han, Xiaolin Zheng:
Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective. AAAI 2023: 8737-8745 - [c78]Xiaolin Zheng, Mengling Hu, Weiming Liu, Chaochao Chen, Xinting Liao:
Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text Clustering. ACL (1) 2023: 10493-10507 - [c77]Xiaolin Zheng, Zhongyu Wang, Chaochao Chen, Jiashu Qian, Yao Yang:
Decentralized Graph Neural Network for Privacy-Preserving Recommendation. CIKM 2023: 3494-3504 - [c76]Sihan Mao, Xiaolin Zheng, Jianguang Zhang, Xiaodong Hu:
PEVLR: A New Privacy-Preserving and Efficient Approach for Vertical Logistic Regression. ICONIP (4) 2023: 380-392 - [c75]Shengye Pang, Xinkui Zhao, Jiayin Luo, Bangpeng Zheng, Jianwei Yin, Xiaolin Zheng:
Incentive-Driven Pricing Game for Multi-Edge Service Providers towards Optimal Profits. ICWS 2023: 350-359 - [c74]Xiaolin Zheng, Zhongyu Wang, Chaochao Chen, Feng Zhu, Jiashu Qian:
Freshness or Accuracy, Why Not Both? Addressing Delayed Feedback via Dynamic Graph Neural Networks. ICWS 2023: 405-414 - [c73]Xiaolin Zheng, Senci Ying, Fei Zheng, Jianwei Yin, Longfei Zheng, Chaochao Chen, Fengqin Dong:
Federated Learning on Non-iid Data via Local and Global Distillation. ICWS 2023: 647-657 - [c72]Mengyuan Yang, Mengying Zhu, Qianqiao Liang, Xiaolin Zheng, Menghan Wang:
Spotlight News Driven Quantitative Trading Based on Trajectory Optimization. IJCAI 2023: 4930-4939 - [c71]Xiaolin Zheng, Mengpu Liu, Mengying Zhu:
Deep Hashing-based Dynamic Stock Correlation Estimation via Normalizing Flow. IJCAI 2023: 4993-5001 - [c70]Yuyuan Li, Chaochao Chen, Xiaolin Zheng, Yizhao Zhang, Zhongxuan Han, Dan Meng, Jun Wang:
Making Users Indistinguishable: Attribute-wise Unlearning in Recommender Systems. ACM Multimedia 2023: 984-994 - [c69]Xinting Liao, Chaochao Chen, Weiming Liu, Pengyang Zhou, Huabin Zhu, Shuheng Shen, Weiqiang Wang, Mengling Hu, Yanchao Tan, Xiaolin Zheng:
Joint Local Relational Augmentation and Global Nash Equilibrium for Federated Learning with Non-IID Data. ACM Multimedia 2023: 1536-1545 - [c68]Zhongxuan Han, Chaochao Chen, Xiaolin Zheng, Weiming Liu, Jun Wang, Wenjie Cheng, Yuyuan Li:
In-processing User Constrained Dominant Sets for User-Oriented Fairness in Recommender Systems. ACM Multimedia 2023: 6190-6201 - [c67]Weiming Liu, Xiaolin Zheng, Chaochao Chen, Mengling Hu, Xinting Liao, Fan Wang, Yanchao Tan, Dan Meng, Jun Wang:
Differentially Private Sparse Mapping for Privacy-Preserving Cross Domain Recommendation. ACM Multimedia 2023: 6243-6252 - [c66]Jiajie Su, Chaochao Chen, Zibin Lin, Xi Li, Weiming Liu, Xiaolin Zheng:
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation. ACM Multimedia 2023: 6321-6331 - [c65]Yuyuan Li, Chaochao Chen, Yizhao Zhang, Weiming Liu, Lingjuan Lyu, Xiaolin Zheng, Dan Meng, Jun Wang:
UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition. NeurIPS 2023 - [c64]Jiajie Su, Chaochao Chen, Weiming Liu, Fei Wu, Xiaolin Zheng, Haoming Lyu:
Enhancing Hierarchy-Aware Graph Networks with Deep Dual Clustering for Session-based Recommendation. WWW 2023: 165-176 - [c63]Weiming Liu, Xiaolin Zheng, Chaochao Chen, Jiajie Su, Xinting Liao, Mengling Hu, Yanchao Tan:
Joint Internal Multi-Interest Exploration and External Domain Alignment for Cross Domain Sequential Recommendation. WWW 2023: 383-394 - [c62]Zhongxuan Han, Xiaolin Zheng, Chaochao Chen, Wenjie Cheng, Yang Yao:
Intra and Inter Domain HyperGraph Convolutional Network for Cross-Domain Recommendation. WWW 2023: 449-459 - [i36]Yuyuan Li, Chaochao Chen, Xiaolin Zheng, Yizhao Zhang, Biao Gong, Jun Wang:
Selective and Collaborative Influence Function for Efficient Recommendation Unlearning. CoRR abs/2304.10199 (2023) - [i35]Xinting Liao, Weiming Liu, Xiaolin Zheng, Binhui Yao, Chaochao Chen:
PPGenCDR: A Stable and Robust Framework for Privacy-Preserving Cross-Domain Recommendation. CoRR abs/2305.16163 (2023) - [i34]Xiaolin Zheng, Mengling Hu, Weiming Liu, Chaochao Chen, Xinting Liao:
Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text Clustering. CoRR abs/2305.16335 (2023) - [i33]Xiaolin Zheng, Senci Ying, Fei Zheng, Jianwei Yin, Longfei Zheng, Chaochao Chen, Fengqin Dong:
Federated Learning on Non-iid Data via Local and Global Distillation. CoRR abs/2306.14443 (2023) - [i32]Yuyuan Li, Chaochao Chen, Xiaolin Zheng, Jiaming Zhang:
Federated Unlearning via Active Forgetting. CoRR abs/2307.03363 (2023) - [i31]Chaochao Chen, Xiaohua Feng, Jun Zhou, Jianwei Yin, Xiaolin Zheng:
Federated Large Language Model: A Position Paper. CoRR abs/2307.08925 (2023) - [i30]Xiaolin Zheng, Zhongyu Wang, Chaochao Chen, Feng Zhu, Jiashu Qian:
Freshness or Accuracy, Why Not Both? Addressing Delayed Feedback via Dynamic Graph Neural Networks. CoRR abs/2308.08071 (2023) - [i29]Xiaolin Zheng, Zhongyu Wang, Chaochao Chen, Jiashu Qian, Yao Yang:
Decentralized Graph Neural Network for Privacy-Preserving Recommendation. CoRR abs/2308.08072 (2023) - [i28]Haoze Qiu, Fei Zheng, Chaochao Chen, Xiaolin Zheng:
Defending Label Inference Attacks in Split Learning under Regression Setting. CoRR abs/2308.09448 (2023) - [i27]Xinting Liao, Chaochao Chen, Weiming Liu, Pengyang Zhou, Huabin Zhu, Shuheng Shen, Weiqiang Wang, Mengling Hu, Yanchao Tan, Xiaolin Zheng:
Joint Local Relational Augmentation and Global Nash Equilibrium for Federated Learning with Non-IID Data. CoRR abs/2308.11646 (2023) - [i26]Zhongxuan Han, Chaochao Chen, Xiaolin Zheng, Weiming Liu, Jun Wang, Wenjie Cheng, Yuyuan Li:
In-processing User Constrained Dominant Sets for User-Oriented Fairness in Recommender Systems. CoRR abs/2309.01335 (2023) - [i25]Yuyuan Li, Chaochao Chen, Xiaolin Zheng, Yizhao Zhang, Zhongxuan Han, Dan Meng, Jun Wang:
Making Users Indistinguishable: Attribute-wise Unlearning in Recommender Systems. CoRR abs/2310.05847 (2023) - [i24]Mengling Hu, Chaochao Chen, Weiming Liu, Xinyi Zhang, Xinting Liao, Xiaolin Zheng:
Learning Uniform Clusters on Hypersphere for Deep Graph-level Clustering. CoRR abs/2311.13953 (2023) - [i23]Mengling Hu, Chaochao Chen, Weiming Liu, Xinting Liao, Xiaolin Zheng:
Federated Learning for Short Text Clustering. CoRR abs/2312.07556 (2023) - 2022
- [j46]Rana Alasbahi, Xiaolin Zheng:
An Online Transfer Learning Framework With Extreme Learning Machine for Automated Credit Scoring. IEEE Access 10: 46697-46716 (2022) - [j45]Yuyuan Li, Xiaolin Zheng, Chaochao Chen, Jiawei Wang, Shuai Xu:
Exponential Gradient with Momentum for Online Portfolio Selection. Expert Syst. Appl. 187: 115889 (2022) - [j44]Jun Zhou, Chaochao Chen, Longfei Li, Zhiqiang Zhang, Xiaolin Zheng:
FinBrain 2.0: when finance meets trustworthy AI. Frontiers Inf. Technol. Electron. Eng. 23(12): 1747-1764 (2022) - [j43]Fei Zheng, Chaochao Chen, Xiaolin Zheng, Mingjie Zhu:
Towards secure and practical machine learning via secret sharing and random permutation. Knowl. Based Syst. 245: 108609 (2022) - [j42]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) - [j41]Xiaolin Zheng, Menghan Wang, Renjun Xu, Jianmeng Li, Yan Wang:
Modeling Dynamic Missingness of Implicit Feedback for Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 34(1): 405-418 (2022) - [j40]Surong Yan, Kwei-Jay Lin, Xiaolin Zheng, Haosen Wang:
LkeRec: Toward Lightweight End-to-End Joint Representation Learning for Building Accurate and Effective Recommendation. ACM Trans. Inf. Syst. 40(3): 54:1-54:28 (2022) - [c61]Yanchao Tan, Carl Yang, Xiangyu Wei, Ziyue Wu, Weiming Liu, Xiaolin Zheng:
Partial Relaxed Optimal Transport for Denoised Recommendation. DL4SR@CIKM 2022 - [c60]Yanchao Tan, Carl Yang, Xiangyu Wei, Chaochao Chen, Longfei Li, Xiaolin Zheng:
Enhancing Recommendation with Automated Tag Taxonomy Construction in Hyperbolic Space. ICDE 2022: 1180-1192 - [c59]Chaochao Chen, Jun Zhou, Longfei Zheng, Huiwen Wu, Lingjuan Lyu, Jia Wu, Bingzhe Wu, Ziqi Liu, Li Wang, Xiaolin Zheng:
Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification. IJCAI 2022: 1959-1965 - [c58]Fan Wang, Weiming Liu, Chaochao Chen, Mengying Zhu, Xiaolin Zheng:
HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation. IJCAI 2022: 2270-2276 - [c57]Mengyuan Yang, Xiaolin Zheng, Qianqiao Liang, Bing Han, Mengying Zhu:
A Smart Trader for Portfolio Management based on Normalizing Flows. IJCAI 2022: 4014-4021 - [c56]Yanchao Tan, Chengjun Kong, Leisheng Yu, Pan Li, Chaochao Chen, Xiaolin Zheng, Vicki Hertzberg, Carl Yang:
4SDrug: Symptom-based Set-to-set Small and Safe Drug Recommendation. KDD 2022: 3970-3980 - [c55]Xiaolin Zheng, Jiajie Su, Weiming Liu, Chaochao Chen:
DDGHM: Dual Dynamic Graph with Hybrid Metric Training for Cross-Domain Sequential Recommendation. ACM Multimedia 2022: 471-481 - [c54]Weiming Liu, Xiaolin Zheng, Jiajie Su, Mengling Hu, Yanchao Tan, Chaochao Chen:
Exploiting Variational Domain-Invariant User Embedding for Partially Overlapped Cross Domain Recommendation. SIGIR 2022: 312-321 - [c53]Yanchao Tan, Carl Yang, Xiangyu Wei, Chaochao Chen, Weiming Liu, Longfei Li, Jun Zhou, Xiaolin Zheng:
MetaCare++: Meta-Learning with Hierarchical Subtyping for Cold-Start Diagnosis Prediction in Healthcare Data. SIGIR 2022: 449-459 - [c52]Mengying Zhu, Yan Wang, Fei Wu, Mengyuan Yang, Cheng Chen, Qianqiao Liang, Xiaolin Zheng:
WISE: Wavelet based Interpretable Stock Embedding for Risk-Averse Portfolio Management. WWW (Companion Volume) 2022: 1-11 - [c51]Weiming Liu, Xiaolin Zheng, Mengling Hu, Chaochao Chen:
Collaborative Filtering with Attribution Alignment for Review-based Non-overlapped Cross Domain Recommendation. WWW 2022: 1181-1190 - [c50]Chaochao Chen, Huiwen Wu, Jiajie Su, Lingjuan Lyu, Xiaolin Zheng, Li Wang:
Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation. WWW 2022: 1455-1465 - [i22]Chaochao Chen, Huiwen Wu, Jiajie Su, Lingjuan Lyu, Xiaolin Zheng, Li Wang:
Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation. CoRR abs/2202.04893 (2022) - [i21]Weiming Liu, Xiaolin Zheng, Mengling Hu, Chaochao Chen:
Collaborative Filtering with Attribution Alignment for Review-based Non-overlapped Cross Domain Recommendation. CoRR abs/2202.04920 (2022) - [i20]Yuyuan Li, Xiaolin Zheng, Chaochao Chen, Junlin Liu:
Making Recommender Systems Forget: Learning and Unlearning for Erasable Recommendation. CoRR abs/2203.11491 (2022) - [i19]Yanchao Tan, Carl Yang, Xiangyu Wei, Ziyue Wu, Xiaolin Zheng:
Partial Relaxed Optimal Transport for Denoised Recommendation. CoRR abs/2204.08619 (2022) - [i18]Weiming Liu, Xiaolin Zheng, Mengling Hu, Chaochao Chen:
Exploiting Variational Domain-Invariant User Embedding for Partially Overlapped Cross Domain Recommendation. CoRR abs/2205.06440 (2022) - [i17]Bingzhe Wu, Jintang Li, Junchi Yu, Yatao Bian, Hengtong Zhang, Chaochao Chen, Chengbin Hou, Guoji Fu, Liang Chen, Tingyang Xu, Yu Rong, Xiaolin Zheng, Junzhou Huang, Ran He, Baoyuan Wu, Guangyu Sun, Peng Cui, Zibin Zheng, Zhe Liu, Peilin Zhao:
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection. CoRR abs/2205.10014 (2022) - [i16]Fan Wang, Weiming Liu, Chaochao Chen, Mengying Zhu, Xiaolin Zheng:
HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation. CoRR abs/2205.12042 (2022) - [i15]Xiaolin Zheng, Jiajie Su, Weiming Liu, Chaochao Chen:
DDGHM: Dual Dynamic Graph with Hybrid Metric Training for Cross-Domain Sequential Recommendation. CoRR abs/2209.10163 (2022) - [i14]Fei Zheng, Chaochao Chen, Binhui Yao, Xiaolin Zheng:
Making Split Learning Resilient to Label Leakage by Potential Energy Loss. CoRR abs/2210.09617 (2022) - [i13]Xiaolin Zheng, Rui Wu, Zhongxuan Han, Chaochao Chen, Linxun Chen, Bing Han:
Heterogeneous Information Crossing on Graphs for Session-based Recommender Systems. CoRR abs/2210.12940 (2022) - 2021
- [j39]Qiliang Liu, Weihua Huan, Min Deng, Xiaolin Zheng, Haotao Yuan:
Inferring Urban Land Use from Multi-Source Urban Mobility Data Using Latent Multi-View Subspace Clustering. ISPRS Int. J. Geo Inf. 10(5): 274 (2021) - [j38]Guofang Ma, Yuexuan Wang, Xiaolin Zheng, Xiaoye Miao, Qianqiao Liang:
A trust-aware latent space mapping approach for cross-domain recommendation. Neurocomputing 431: 100-110 (2021) - [j37]Qianqiao Liang, Xiaolin Zheng, Yan Wang, Mengying Zhu:
O3ERS: An explainable recommendation system with online learning, online recommendation, and online explanation. Inf. Sci. 562: 94-115 (2021) - [c49]Yangbin Shi, Jun Lu, Shuqin Gu, Qiang Wang, Xiaolin Zheng:
Semantic-Aware Deep Neural Attention Network for Machine Translation Detection. CCMT 2021: 63-76 - [c48]Ke Wang, Yangbin Shi, Jiayi Wang, Yuqi Zhang, Yu Zhao, Xiaolin Zheng:
Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation. EMNLP (Findings) 2021: 4687-4698 - [c47]Yanchao Tan, Carl Yang, Xiangyu Wei, Yun Ma, Xiaolin Zheng:
Multi-Facet Recommender Networks with Spherical Optimization. ICDE 2021: 1524-1535 - [c46]Qianqiao Liang, Mengying Zhu, Xiaolin Zheng, Yan Wang:
An Adaptive News-Driven Method for CVaR-sensitive Online Portfolio Selection in Non-Stationary Financial Markets. IJCAI 2021: 2708-2715 - [c45]Yifei Zhang, Tianxiao Gu, Xiaolin Zheng, Lei Yu, Wei Kuai, Sanhong Li:
Towards a Serverless Java Runtime. ASE 2021: 1156-1160 - [c44]Weiming Liu, Jiajie Su, Chaochao Chen, Xiaolin Zheng:
Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation. NeurIPS 2021: 19223-19234 - [i12]Yanchao Tan, Carl Yang, Xiangyu Wei, Yun Ma, Xiaolin Zheng:
Multi-Facet Recommender Networks with Spherical Optimization. CoRR abs/2103.14866 (2021) - [i11]Fei Zheng, Chaochao Chen, Xiaolin Zheng:
Towards Secure and Practical Machine Learning via Secret Sharing and Random Permutation. CoRR abs/2108.07463 (2021) - [i10]Ke Wang, Yangbin Shi, Jiayi Wang, Yuqi Zhang, Yu Zhao, Xiaolin Zheng:
Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation. CoRR abs/2109.07141 (2021) - 2020
- [j36]Disheng Dong, Xiaolin Zheng, Xiaoye Miao:
Collaborative topological filtering with multi-hop recurrent pathological aggregation. Knowl. Based Syst. 199: 105969 (2020) - [j35]Haichao Zhang, Junyi Zeng, Dandan Han, Jinan Deng, Ning Hu, Xiaolin Zheng, Jun Yang:
Deterministic Lateral Displacement-Based Separation of Magnetic Beads and Its Applications of Antibody Recognition. Sensors 20(10): 2846 (2020) - [j34]Chaochao Chen, Jun Zhou, Bingzhe Wu, Wenjing Fang, Li Wang, Yuan Qi, Xiaolin Zheng:
Practical Privacy Preserving POI Recommendation. ACM Trans. Intell. Syst. Technol. 11(5): 52:1-52:20 (2020) - [j33]Surong Yan, Kwei-Jay Lin, Xiaolin Zheng, Wenyu Zhang:
Using Latent Knowledge to Improve Real-Time Activity Recognition for Smart IoT. IEEE Trans. Knowl. Data Eng. 32(3): 574-587 (2020) - [c43]Feng Zhu, Yan Wang, Chaochao Chen, Guanfeng Liu, Xiaolin Zheng:
A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation. IJCAI 2020: 3001-3008 - [c42]Mengying Zhu, Xiaolin Zheng, Yan Wang, Qianqiao Liang, Wenfang Zhang:
Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit. IJCAI 2020: 4682-4689 - [i9]Chaochao Chen, Kevin Chen-Chuan Chang, Qibing Li, Xiaolin Zheng:
Semi-supervised Learning Meets Factorization: Learning to Recommend with Chain Graph Model. CoRR abs/2003.02452 (2020) - [i8]Chaochao Chen, Bingzhe Wu, Wenjin Fang, Jun Zhou, Li Wang, Yuan Qi, Xiaolin Zheng:
Practical Privacy Preserving POI Recommendation. CoRR abs/2003.02834 (2020) - [i7]Jun Zhou, Chaochao Chen, Longfei Zheng, Xiaolin Zheng, Bingzhe Wu, Ziqi Liu, Li Wang:
Privacy-Preserving Graph Neural Network for Node Classification. CoRR abs/2005.11903 (2020) - [i6]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
- [j32]Xiaolin Zheng, Menghan Wang, Chaochao Chen, Yan Wang, Zhehao Cheng:
EXPLORE: EXPLainable item-tag CO-REcommendation. Inf. Sci. 474: 170-186 (2019) - [j31]Xiaolin Zheng, Mengying Zhu, Qibing Li, Chaochao Chen, Yanchao Tan:
FinBrain: when finance meets AI 2.0. Frontiers Inf. Technol. Electron. Eng. 20(7): 914-924 (2019) - [c41]Feng Zhu, Chaochao Chen, Yan Wang, Guanfeng Liu, Xiaolin Zheng:
DTCDR: A Framework for Dual-Target Cross-Domain Recommendation. CIKM 2019: 1533-1542 - [c40]Lintao Hu, Xiuying Luo, Shangjie Tang, Xiaoying Wu, Lin Chen, Xiaolin Zheng, Wensheng Hou:
Research on Power-Assisted Strategy and Device Based on Muscle Synergy. CIVEMSA 2019: 1-5 - [c39]Yuxin Liu, Lintao Hu, Bowen Xiao, Xiao Y. Wu, Yanhan Chen, Donghai Ye, Wen S. Hou, Xiaolin Zheng:
Design of Visual Gaze Target Locating Device Based on Depth Camera. CIVEMSA 2019: 1-5 - [i5]Mengying Zhu, Xiaolin Zheng, Yan Wang, Yuyuan Li, Qianqiao Liang:
Adaptive Portfolio by Solving Multi-armed Bandit via Thompson Sampling. CoRR abs/1911.05309 (2019) - 2018
- [j30]Guofang Ma, Yuexuan Wang, Xiaolin Zheng, Menghan Wang:
Leveraging Transitive Trust Relations to Improve Cross-Domain Recommendation. IEEE Access 6: 38012-38025 (2018) - [j29]Yao Zhang, Yanjian Liao, Xiaoying Wu, Lin Chen, Qiliang Xiong, Zhixian Gao, Xiaolin Zheng, Guanglin Li, Wensheng Hou:
Non-Uniform Sample Assignment in Training Set Improving Recognition of Hand Gestures Dominated with Similar Muscle Activities. Frontiers Neurorobotics 12: 3 (2018) - [j28]Chaochao Chen, Kevin Chen-Chuan Chang, Qibing Li, Xiaolin Zheng:
Semi-supervised Learning Meets Factorization: Learning to Recommend with Chain Graph Model. ACM Trans. Knowl. Discov. Data 12(6): 73:1-73:24 (2018) - [j27]Fan Jia, Xiaolin Zheng:
A Request-Based Handover Strategy Using NDN for 5G. Wirel. Commun. Mob. Comput. 2018: 4513070:1-4513070:9 (2018) - [c38]Menghan Wang, Xiaolin Zheng, Yang Yang, Kun Zhang:
Collaborative Filtering With Social Exposure: A Modular Approach to Social Recommendation. AAAI 2018: 2516-2523 - [c37]Connor J. McClellan, Eilam Yalon, Lili Cai, Saurabh Suryavanshi, Xiaolin Zheng, Eric Pop:
Sub-Thermionic Steep Switching in Hole-Doped WSe2 Transistors. DRC 2018: 1-2 - [c36]Disheng Dong, Xiaolin Zheng, Ruixun Zhang, Yan Wang:
Recurrent Collaborative Filtering for Unifying General and Sequential Recommender. IJCAI 2018: 3350-3356 - [c35]Menghan Wang, Mingming Gong, Xiaolin Zheng, Kun Zhang:
Modeling Dynamic Missingness of Implicit Feedback for Recommendation. NeurIPS 2018: 6670-6679 - [c34]Yongqin Fu, Yuexuan Wang, Zhaoquan Gu, Xiaolin Zheng, Tianhao Wei, Zhen Cao, Heming Cui, Francis C. M. Lau:
How Local Information Improves Rendezvous in Cognitive Radio Networks. SECON 2018: 352-360 - [i4]Menghan Wang, Xiaolin Zheng, Kun Zhang:
User-Sensitive Recommendation Ensemble with Clustered Multi-Task Learning. CoRR abs/1804.10795 (2018) - [i3]Xiaolin Zheng, Mengying Zhu, Qibing Li, Chaochao Chen, Yanchao Tan:
FinBrain: When Finance Meets AI 2.0. CoRR abs/1808.08497 (2018) - 2017
- [j26]Min Li, Sarah Joy Castillo, Richard Castillo, Edward Castillo, Thomas Guerrero, Liang Xiao, Xiaolin Zheng:
Automated identification and reduction of artifacts in cine four-dimensional computed tomography (4DCT) images using respiratory motion model. Int. J. Comput. Assist. Radiol. Surg. 12(9): 1521-1532 (2017) - [j25]Surong Yan, Kwei-Jay Lin, Xiaolin Zheng, Wenyu Zhang, Xiaoqing Feng:
An Approach for Building Efficient and Accurate Social Recommender Systems Using Individual Relationship Networks. IEEE Trans. Knowl. Data Eng. 29(10): 2086-2099 (2017) - [c33]Qianqiao Liang, Xiaolin Zheng, Menghan Wang, Haodong Chen, Pin Lu:
Optimize Recommendation System with Topic Modeling and Clustering. ICEBE 2017: 15-22 - [c32]Yanchao Tan, Xiaolin Zheng, Mengying Zhu, Chaohui Wang, Zhifeng Zhu, Lifeng Yu:
Investment Recommendation with Total Capital Value Maximization in Online P2P Lending. ICEBE 2017: 159-165 - [i2]Menghan Wang, Xiaolin Zheng, Yang Yang, Kun Zhang:
Collaborative Filtering with Social Exposure: A Modular Approach to Social Recommendation. CoRR abs/1711.11458 (2017) - [i1]Qibing Li, Xiaolin Zheng:
Deep Collaborative Autoencoder for Recommender Systems: A Unified Framework for Explicit and Implicit Feedback. CoRR abs/1712.09043 (2017) - 2016
- [j24]Shouxian Wei, Xiaolin Zheng, Deren Chen, Chaochao Chen:
A hybrid approach for movie recommendation via tags and ratings. Electron. Commer. Res. Appl. 18: 83-94 (2016) - [j23]Xiaolin Zheng, Weifeng Ding, Zhen Lin, Chaochao Chen:
Topic tensor factorization for recommender system. Inf. Sci. 372: 276-293 (2016) - [j22]Yingchun Liu, Zhen Lin, Xiaolin Zheng, Deren Chen:
Incorporating social information to perform diverse replier recommendation in question and answer communities. J. Inf. Sci. 42(4): 449-464 (2016) - [j21]Zukun Yu, William Wei Song, Xiaolin Zheng, Deren Chen:
Combining Trust Propagation and Topic-Level User Interest Expansion in Recommender Systems. Int. J. Web Serv. Res. 13(2): 1-19 (2016) - [j20]Chaochao Chen, Xiaolin Zheng, Mengying Zhu, Litao Xiao:
Recommender System with Composite Social Trust Networks. Int. J. Web Serv. Res. 13(2): 56-73 (2016) - [c31]Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Deren Chen:
Capturing Semantic Correlation for Item Recommendation in Tagging Systems. AAAI 2016: 108-114 - [c30]Yao Zhang, Wensheng Hou, Hongyan Luo, Xiaoying Wu, Yanjian Liao, Xingyu Fan, Xiaolin Zheng:
The impact of sEMG feature weight on the recognition of similar grasping gesture. ICARM 2016: 260-265 - [c29]Menghan Wang, Xiaolin Zheng, Mengying Zhu, Zhongkai Hu:
P2P Lending Platforms Bankruptcy Prediction Using Fuzzy SVM with Region Information. ICEBE 2016: 115-122 - 2015
- [j19]Xiaolin Zheng, Zhen Lin, Huan Xu, Chaochao Chen, Ting Ye:
Efficient learning ensemble SuperParent-one-dependence estimator by maximizing conditional log likelihood. Expert Syst. Appl. 42(21): 7732-7745 (2015) - [j18]Surong Yan, Xiaolin Zheng, Yan Wang, William Wei Song, Wen-Yu Zhang:
A graph-based comprehensive reputation model: Exploiting the social context of opinions to enhance trust in social commerce. Inf. Sci. 318: 51-72 (2015) - [j17]Xiaolin Zheng, Chaochao Chen, Jui-Long Hung, Wu He, Fuxing Hong, Zhen Lin:
A Hybrid Trust-Based Recommender System for Online Communities of Practice. IEEE Trans. Learn. Technol. 8(4): 345-356 (2015) - [c28]Zhongkai Hu, Jianqing Hu, Weifeng Ding, Xiaolin Zheng:
Review Sentiment Analysis Based on Deep Learning. ICEBE 2015: 87-94 - 2014
- [j16]Min Li, Edward Castillo, Hongyan Luo, Xiaolin Zheng, Richard Castillo, Dmitriy Meshkov, Thomas Guerrero:
Deformable image registration for temporal subtraction of chest radiographs. Int. J. Comput. Assist. Radiol. Surg. 9(4): 513-522 (2014) - [j15]Jun Li, Xiaolin Zheng, Song-Tao Chen, William Wei Song, Deren Chen:
An efficient and reliable approach for quality-of-service-aware service composition. Inf. Sci. 269: 238-254 (2014) - [j14]Xiaolin Zheng, Zhen Lin, Xiaowei Wang, Kwei-Jay Lin, Meina Song:
Incorporating appraisal expression patterns into topic modeling for aspect and sentiment word identification. Knowl. Based Syst. 61: 29-47 (2014) - [j13]Xiaolin Zheng, Weifeng Ding, Jingnan Xu, Deren Chen:
Personalized recommendation based on review topics. Serv. Oriented Comput. Appl. 8(1): 15-31 (2014) - [c27]Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Zhen Lin:
Context-Aware Collaborative Topic Regression with Social Matrix Factorization for Recommender Systems. AAAI 2014: 9-15 - [c26]Weifeng Ding, Xiaolin Zheng, Chaochao Chen, Zukun Yu, Deren Chen:
Collaborative Topic Modeling for Text Tensors. ICEBE 2014: 89-96 - [c25]Shouxian Wei, Litao Xiao, Xiaolin Zheng, Deren Chen:
A Hybrid Movie Recommendation Approach via Social Tags. ICEBE 2014: 280-285 - 2013
- [j12]Xiaolin Zheng, Shuai Zhu, Zhangxi Lin:
Capturing the essence of word-of-mouth for social commerce: Assessing the quality of online e-commerce reviews by a semi-supervised approach. Decis. Support Syst. 56: 211-222 (2013) - [j11]Surong Yan, Xiaolin Zheng, Deren Chen, Yan Wang:
Exploiting two-faceted web of trust for enhanced-quality recommendations. Expert Syst. Appl. 40(17): 7080-7095 (2013) - [j10]Shilin Huang, Xiaolin Zheng, Haixiao Kang, Deren Chen:
Word sense disambiguation based on positional weighted context. J. Inf. Sci. 39(2): 225-237 (2013) - [j9]Linlin Liu, Jun Yang, Zhong Yang, Xiaoping Wan, Ning Hu, Xiaolin Zheng:
Theoretical Analysis of the Optical Propagation Characteristics in a Fiber-Optic Surface Plasmon Resonance Sensor. Sensors 13(6): 7443-7453 (2013) - [c24]Zukun Yu, William Wei Song, Xiaolin Zheng, Deren Chen:
A Recommender System Model Combining Trust with Topic Maps. APWeb 2013: 208-219 - [c23]Chaochao Chen, Jing Zeng, Xiaolin Zheng, Deren Chen:
Recommender System Based on Social Trust Relationships. ICEBE 2013: 32-37 - [c22]Chaochao Chen, Xiaolin Zheng, Chaofei Zhou, Deren Chen:
Making Recommendations on Microblogs through Topic Modeling. WISE Workshops 2013: 252-265 - 2012
- [j8]Shijun Sun, Chenglin Peng, Wensheng Hou, Jun Zheng, Yingtao Jiang, Xiaolin Zheng:
Blind source separation with time series variational Bayes expectation maximization algorithm. Digit. Signal Process. 22(1): 17-33 (2012) - [j7]Xiaolin Zheng, Zhongkai Hu, Aiwu Xu, Deren Chen, Kuang Liu, Bo Li:
Algorithm for recommending answer providers in community-based question answering. J. Inf. Sci. 38(1): 3-14 (2012) - [j6]Xiaoyong Mei, Yiyan Fan, Changqin Huang, Xiaolin Zheng:
A Comprehensive Failure Recovery Algorithm for LRTs Based on Paired Net. J. Softw. 7(2): 420-430 (2012) - [j5]Jun Li, Xiaolin Zheng, Deren Chen, William Wei Song:
Trust Based Service Selection in Service Oriented Environment. Int. J. Web Serv. Res. 9(3): 23-42 (2012) - [c21]Jingnan Xu, Xiaolin Zheng, Weifeng Ding:
Personalized Recommendation Based on Reviews and Ratings Alleviating the Sparsity Problem of Collaborative Filtering. ICEBE 2012: 9-16 - 2011
- [j4]Meiyu Fang, Xiaolin Zheng, Deren Chen:
A Reputation Evaluation Approach Based on Fuzzy Relation. Int. J. Comput. Intell. Syst. 4(5): 759-767 (2011) - [j3]Surong Yan, Xiaolin Zheng, Deren Chen, Wen-Yu Zhang:
User-centric trust and reputation model for personal and trusted service selection. Int. J. Intell. Syst. 26(8): 687-717 (2011) - [j2]Xiaolin Zheng, Zhen Lin, Jianyue Wang, Yijun Bei:
Rule-based service charging method for composite services. Int. J. Serv. Technol. Manag. 16(3/4): 337-355 (2011) - [j1]Zhigang Wang, Robert Mills, Hongyan Luo, Xiaolin Zheng, Wensheng Hou, Lijun Wang, Stuart I. Brown, Alfred Cuschieri:
A Micropower Miniature Piezoelectric Actuator for Implantable Middle Ear Hearing Device. IEEE Trans. Biomed. Eng. 58(2): 452-458 (2011) - [c20]Min Li, Xiaolin Zheng, Xiaoping Wan, Hongyan Luo, Shaoxiang Zhang, Liwen Tan:
Segmentation of brain tissue based on connected component labeling and mathematic morphology. BMEI 2011: 482-485 - [c19]Shilin Huang, Xiaolin Zheng, Xiaowei Wang, Deren Chen:
News Information Extraction Based on Adaptive Weighting Using Unsupervised Bayesian Algorithm. WISM (2) 2011: 251-258 - 2010
- [c18]Jun Li, Xiaolin Zheng, Yafeng Wu, Deren Chen:
A Computational Trust Model in C2C E-Commerce Environment. ICEBE 2010: 244-249 - [c17]Surong Yan, Xiaolin Zheng, Deren Chen:
Dynamic Service Selection with Reputation Management. ICSS 2010: 9-16
2000 – 2009
- 2009
- [c16]Xiaolin Zheng, Nan Hu, Hongyan Luo, Liwen Tan, Shaoxiang Zhang, Jinlu Shan:
A Network-Based Environment of Female Pelvic Region for Anatomical Education Based on Chinese Visible Human Datasets. BMEI 2009: 1-3 - [c15]Aiwu Xu, Xiaolin Zheng:
Dynamic Social Network Analysis Using Latent Space Model and an Integrated Clustering Algorithm. DASC 2009: 620-625 - [c14]Yingzi Wang, Xiaolin Zheng, Deren Chen:
An Ontology-Driven Discovery Architecture to Support Service Composition. ICEBE 2009: 365-370 - [c13]Xuhui He, Xiaolin Zheng, Deren Chen, Jianyue Wang:
The Fourth Party Service Platform and Service Charging. ICWS 2009: 1039-1040 - 2008
- [c12]Xiaolin Zheng, Tao Zhou, Zukun Yu, Deren Chen:
URL Rule Based Focused Crawler. ICEBE 2008: 147-154 - [c11]Tao Zhou, Xiaolin Zheng, William Wei Song, Xiaofeng Du, Deren Chen:
Policy-Based Web Service Selection in Context Sensitive Environment. SERVICES I 2008: 255-260 - [c10]Tao Zhou, Xiaolin Zheng, William Wei Song, Xiaofeng Du, Deren Chen:
Context-sensitive QoS model: a rule-based approach to web service composition. WWW 2008: 1203-1204 - 2007
- [c9]Tao Zhou, Xiaolin Zheng, Deren Chen:
Personalized Web Service Composition Model for Non-diploma Distance Learning. CSCWD 2007: 962-966 - 2006
- [c8]Wen-ying Guo, Deren Chen, Xiaolin Zheng:
A Semantic Web Approach to "Request for Quote" in E-Commerce. APWeb Workshops 2006: 885-888 - [c7]Wenyu Zhang, Xiaolin Zheng:
Research of Web-based Negotiation Support System in Collaborative Commerce. ICEBE 2006: 25-32 - [c6]Tao Zhou, Deren Chen, Xiaolin Zheng:
Objective Function Analysis for QoS-AwareWeb Service Composition. ICEBE 2006: 294-297 - [c5]Changqin Huang, Fuyin Xu, Xianghua Xu, Xiaolin Zheng:
Towards an Agent-Based Robust Collaborative Virtual Environment for E-Learning in the Service Grid. PRIMA 2006: 702-707 - 2005
- [c4]Xiaolin Zheng, Deren Chen, Lin Lu:
Research of architecture for grid manufacturing. CSCWD (1) 2005: 345-349 - [c3]Yingzi Wang, Deren Chen, Xiaolin Zheng:
B2B Integration: An Ontology-Based Framework. SKG 2005: 66 - 2004
- [c2]Xiaolin Zheng, Deren Chen, Zigui Wu:
Secure strategy for networked manufacturing system. SMC (5) 2004: 4232-4237 - 2003
- [c1]Xiaolin Zheng, Deren Chen:
Study of Mobile Payments System. CEC 2003: 24-
Coauthor Index
[j52] [c92] [c91] [c87] [c86] [c84] [c83] [c82] [c81] [i39] [i38] [i37] [j51] [j50] [j48] [j47] [c80] [c78] [c77] [c74] [c73] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [i36] [i35] [i34] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [j45] [j44] [j43] [j42] [c60] [c59] [c58] [c56] [c55] [c54] [c53] [c51] [c50] [i22] [i21] [i20] [i18] [i17] [i16] [i15] [i14] [i13] [c44] [i11] [j34] [c43] [i9] [i8] [i7] [i6] [j32] [j31] [c41] [j28] [i3] [j24] [j23] [j20] [c31] [j19] [j17] [c27] [c26] [c23] [c22]
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