Victor S. Sheng

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 290

Top Venues

CoRR

Expert Syst. Appl.

IEEE Trans. Knowl. Data Eng.

AAAI

Publications

Yunfei He, Yiwen Zhang, Fei Yang, Dengcheng Yan, Victor S. Sheng
Label-Dependent Graph Neural Network. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Huan Rong, Xin Yu, Tinghuai Ma, Victor S. Sheng, Yang Zhou, Mznah Al-Rodhaan
Three-stage Transferable and Generative Crowdsourced Comment Integration Framework Based on Zero- and Few-shot Learning with Domain Distribution Alignment. ACM Trans. Knowl. Discov. Data 18 (3) (2024)
Chengjian Qiu, Yuqing Song, Yi Liu, Yan Zhu, Kai Han, Victor S. Sheng, Zhe Liu
MMMViT: Multiscale multimodal vision transformer for brain tumor segmentation with missing modalities. Biomed. Signal Process. Control. 90 (2024)
Shan Lei, Huanhuan Yuan, Pengpeng Zhao, Jianfeng Qu, Junhua Fang, Guanfeng Liu, Victor S. Sheng
Improving graph collaborative filtering with multimodal-side-information-enriched contrastive learning. J. Intell. Inf. Syst. 62 (1) (2024)
Chao Long, Huanhuan Yuan, Junhua Fang, Xuefeng Xian, Guanfeng Liu, Victor S. Sheng, Pengpeng Zhao
Learning Global and Multi-granularity Local Representation with MLP for Sequential Recommendation. ACM Trans. Knowl. Discov. Data 18 (4) (2024)
Zhong Chen, Victor S. Sheng, Andrea Edwards, Kun Zhang
Cost-sensitive sparse group online learning for imbalanced data streams. Mach. Learn. 113 (7) (2024)
Huixin Zhan, Kun Zhang, Zhong Chen, Victor S. Sheng
Defense Against Adversarial Attacks for Neural Representations of Text. HICSS (2024)
Li Ni, Junnan Ge, Yiwen Zhang, Wenjian Luo, Victor S. Sheng
Semi-Supervised Local Community Detection. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Huan Rong, Minfeng Qian, Tinghuai Ma, Di Jin, Victor S. Sheng
CoBjeason: Reasoning Covered Object in Image by Multi-Agent Collaboration Based on Informed Knowledge Graph. ACM Trans. Knowl. Discov. Data 18 (5) (2024)
Xiuyuan Qin, Huanhuan Yuan, Pengpeng Zhao, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng
Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation. WSDM (2024)
Zhenyu Xu, Victor S. Sheng
Detecting AI-Generated Code Assignments Using Perplexity of Large Language Models. AAAI (2024)
Xinru Liu, Yongjing Hao, Lei Zhao, Guanfeng Liu, Victor S. Sheng, Pengpeng Zhao
LMACL: Improving Graph Collaborative Filtering with Learnable Model Augmentation Contrastive Learning. IEEE Trans. Knowl. Data Eng. 18 (7) (2024)
Zijian Ying, Jing Zhang, Qianmu Li, Ming Wu, Victor S. Sheng
A Little Truth Injection But a Big Reward: Label Aggregation With Graph Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Wei Fang, Yuxiang Fu, Victor S. Sheng
FPS-U2Net: Combining U2Net and multi-level aggregation architecture for fire point segmentation in remote sensing images. Comput. Geosci. 189 (2024)
Huan Rong, Zhongfeng Chen, Zhenyu Lu, Fan Xu, Victor S. Sheng
Multization: Multi-Modal Summarization Enhanced by Multi-Contextually Relevant and Irrelevant Attention Alignment. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (5) (2024)
Runze Ma, Shangnan Yin, Xia Feng, Huijuan Zhu, Victor S. Sheng
A lightweight deep learning-based android malware detection framework. Expert Syst. Appl. 255 (2024)
Lianyong Qi, Victor S. Sheng, Xiaolong Xu, Jinjun Chen
Special Issue on "Ensuring security for artificial intelligence applications in mobile edge computing software systems". Softw. Pract. Exp. 54 (9) (2024)
Linpeng Sun, Victor S. Sheng
DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract). AAAI (2024)
Wei Fang, Liang Shen, Victor S. Sheng
VRNet: A Vivid Radar Network for Precipitation Nowcasting. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chuanjiu Wu, Huanhuan Yuan, Pengpeng Zhao, Jianfeng Qu, Victor S. Sheng, Guanfeng Liu
Dual-Supervised Contrastive Learning for Bundle Recommendation. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Liyuan Gao, Matthew Zhang, Victor S. Sheng
Enhancing Transcription Factor Prediction through Multi-Task Learning (Student Abstract). AAAI (2024)
Yongjing Hao, Pengpeng Zhao, Jianfeng Qu, Lei Zhao, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou
Meta-optimized Structural and Semantic Contrastive Learning for Graph Collaborative Filtering. ICDE (2024)
Li Ni, Hefei Xu, Yiwen Zhang, Wenjian Luo, Yingying Huang, Victor S. Sheng
Local Overlapping Spatial-aware Community Detection. ACM Trans. Knowl. Discov. Data 18 (3) (2024)
Huan Rong, Shengjie Sun, Tinghuai Ma, Di Jin, Victor S. Sheng
KGCDP-T: Interpreting knowledge graphs into text by content ordering and dynamic planning with three-level reconstruction. Knowl. Based Syst. 284 (2024)
Jing Zhang, Ming Wu, Cangqi Zhou, Victor S. Sheng
Active Crowdsourcing for Multilabel Annotation. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Zhong Chen, Yi He, Di Wu, Huixin Zhan, Victor S. Sheng, Kun Zhang
Robust Sparse Online Learning for Data Streams with Streaming Features. SDM (2024)
Fan Xu, Lei Zeng, Qi Huang, Keyu Yan, Mingwen Wang, Victor S. Sheng
Hierarchical graph attention networks for multi-modal rumor detection on social media. Neurocomputing 569 (2024)
Huan Rong, Gongchi Chen, Tinghuai Ma, Victor S. Sheng, Elisa Bertino
FuFaction: Fuzzy Factual Inconsistency Correction on Crowdsourced Documents With Hybrid-Mask at the Hidden-State Level. IEEE Trans. Knowl. Data Eng. 36 (1) (2024)
Qiang Zhou, Liangmin Wang, Huijuan Zhu, Tong Lu, Victor S. Sheng
WF-Transformer: Learning Temporal Features for Accurate Anonymous Traffic Identification by Using Transformer Networks. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Wei Fang, Yuxiang Fu, Victor S. Sheng
Dual Backbone Interaction Network for Burned Area Segmentation in Optical Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Ruoyu Xu, Zhenyu Xu, Gaoxiang Li, Victor S. Sheng
Bridging the Gap between Source Code and Requirements Using GPT (Student Abstract). AAAI (2024)
Kai Han, Victor S. Sheng, Yuqing Song, Yi Liu, Chengjian Qiu, Siqi Ma, Zhe Liu
Deep semi-supervised learning for medical image segmentation: A review. Expert Syst. Appl. 245 (2024)
Yongjing Hao, Pengpeng Zhao, Junhua Fang, Jianfeng Qu, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou
Meta-Optimized Joint Generative and Contrastive Learning for Sequential Recommendation. ICDE (2024)
Yuxiang Fu, Wei Fang, Victor S. Sheng
Burned Area Segmentation in Optical Remote Sensing Images Driven by U-Shaped Multistage Masked Autoencoder. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Xinru Liu, Yongjing Hao, Lei Zhao, Guanfeng Liu, Victor S. Sheng, Pengpeng Zhao
LMACL: Improving Graph Collaborative Filtering with Learnable Model Augmentation Contrastive Learning. ACM Trans. Knowl. Discov. Data 18 (7) (2024)
Li Jia, Tinghuai Ma, Huan Rong, Victor S. Sheng, Xuejian Huang, Xintong Xie
A Rearrangement and Restore-Based Mixer Model for Target-Oriented Multimodal Sentiment Classification. IEEE Trans. Artif. Intell. 5 (6) (2024)
Li Ni, Qiuyu Li, Yiwen Zhang, Wenjian Luo, Victor S. Sheng
LSADEN: Local Spatial-Aware Community Detection in Evolving Geo-Social Networks. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Rasoul Kiani, Wei Jin, Victor S. Sheng
Survey on extreme learning machines for outlier detection. Mach. Learn. 113 (8) (2024)
Zhenyu Xu, Ruoyu Xu, Victor S. Sheng
ChatGPT-Generated Code Assignment Detection Using Perplexity of Large Language Models (Student Abstract). AAAI (2024)
Han Li, Huan Rong, Victor S. Sheng, Yuqing Song, Cheng-Jian Qiu, Kai Han, Zhe Liu
Cascaded multi-point regression Network for high-quality generic lesion detection. Expert Syst. Appl. 214 (2023)
Huanhuan Yuan, Pengpeng Zhao, Xuefeng Xian, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Lei Zhao
Sequential Recommendation with Probabilistic Logical Reasoning. IJCAI (2023)
Yongjing Hao, Pengpeng Zhao, Junhua Fang, Jianfeng Qu, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou
Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation. CoRR (2023)
Hongyan Zhang, Victor S. Sheng, Xuefeng Xi, Zhiming Cui, Huan Rong
Overview of RGBD semantic segmentation based on deep learning. J. Ambient Intell. Humaniz. Comput. 14 (10) (2023)
Huijuan Zhu, Wei Gu, Liang-Min Wang, Zhi-cheng Xu, Victor S. Sheng
Android malware detection based on multi-head squeeze-and-excitation residual network. Expert Syst. Appl. 212 (2023)
Xiuyuan Qin, Huanhuan Yuan, Pengpeng Zhao, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng
Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation. CoRR (2023)
Xinyu Du, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou
Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation. CoRR (2023)
Xinyu Du, Huanhuan Yuan, Pengpeng Zhao, Jianfeng Qu, Fuzhen Zhuang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng
Frequency Enhanced Hybrid Attention Network for Sequential Recommendation. SIGIR (2023)
Jing Zhang, Sunyue Xu, Victor S. Sheng
Crowdmeta: Crowdsourcing truth inference with meta-Knowledge transfer. Pattern Recognit. 140 (2023)
Huijuan Zhu, Kaixuan Yang, Liangmin Wang, Zhi-cheng Xu, Victor S. Sheng
GraBit: A Sequential Model-Based Framework for Smart Contract Vulnerability Detection. ISSRE (2023)
Huiwang Zhang, Pengpeng Zhao, Xuefeng Xian, Victor S. Sheng, Yongjing Hao, Zhiming Cui
Click is not equal to purchase: multi-task reinforcement learning for multi-behavior recommendation. World Wide Web (WWW) 26 (6) (2023)
Ming Wu, Qianmu Li, Fei Yang, Jing Zhang, Victor S. Sheng, Jun Hou
Learning from biased crowdsourced labeling with deep clustering. Expert Syst. Appl. 211 (2023)
Xiuyuan Qin, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Fuzhen Zhuang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng
Meta-optimized Contrastive Learning for Sequential Recommendation. CoRR (2023)
Xiuyuan Qin, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Fuzhen Zhuang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng
Meta-optimized Contrastive Learning for Sequential Recommendation. SIGIR (2023)
Liyuan Gao, Huixin Zhan, Victor S. Sheng
Mitigate Gender Bias Using Negative Multi-task Learning. Neural Process. Lett. 55 (8) (2023)
Ruoyu Xu, Gaoxiang Li, Wei Jin, Austin Chen, Victor S. Sheng
ACCD: An Adaptive Clustering-Based Collusion Detector in Crowdsourcing (Student Abstract). AAAI (2023)
Huixin Zhan, Kun Zhang, Keyi Lu, Victor S. Sheng
Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract). CoRR (2023)
Hanwen Du, Huanhuan Yuan, Pengpeng Zhao, Fuzhen Zhuang, Guanfeng Liu, Lei Zhao, Yanchi Liu, Victor S. Sheng
Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation. SIGIR (2023)
Jie Chen, Xuefeng Xi, Victor S. Sheng, Zhiming Cui
Randomly Wired Graph Neural Network for Chinese NER. Expert Syst. Appl. 227 (2023)
Wei Fang, Xuelei Jia, Wen Zhang, Victor S. Sheng
A New Distributed Log Anomaly Detection Method based on Message Middleware and ATT-GRU. KSII Trans. Internet Inf. Syst. 17 (2) (2023)
Huixin Zhan, Kun Zhang, Zhong Chen, Victor S. Sheng
Simplex2vec Backward: From Vectors Back to Simplicial Complex. CIKM (2023)
Zhenyu Xu, Victor S. Sheng, Keyi Lu
Logic Error Localization and Correction with Machine Learning (Student Abstract). AAAI (2023)
Liangmin Wang, Victor S. Sheng, Boris Düdder, Haiqin Wu, Huijuan Zhu
Security and privacy issues in blockchain and its applications. IET Blockchain 3 (4) (2023)
Liyuan Gao, Huixin Zhan, Austin Chen, Victor S. Sheng
Towards Fair and Selectively Privacy-Preserving Models Using Negative Multi-Task Learning (Student Abstract). AAAI (2023)
Huixin Zhan, Victor S. Sheng
Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes. CoRR (2023)
Xindong Wu, Hao Chen, Chenyang Bu, Shengwei Ji, Zan Zhang, Victor S. Sheng
HUSS: A Heuristic Method for Understanding the Semantic Structure of Spreadsheets. Data Intell. 5 (3) (2023)
Huan Rong, Victor S. Sheng, Tinghuai Ma, Yang Zhou, Mznah Al-Rodhaan
A Self-play and Sentiment-Emphasized Comment Integration Framework Based on Deep Q-Learning in a Crowdsourcing Scenario : Extended Abstract. ICDE (2023)
Zhong Chen, Victor S. Sheng, Andrea Edwards, Kun Zhang
An effective cost-sensitive sparse online learning framework for imbalanced streaming data classification and its application to online anomaly detection. Knowl. Inf. Syst. 65 (1) (2023)
Huixin Zhan, Victor S. Sheng
Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes. AAAI (2023)
Xinyu Du, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou
Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation. ICDE (2023)
Tianshi Che, Ji Liu, Yang Zhou, Jiaxiang Ren, Jiwen Zhou, Victor S. Sheng, Huaiyu Dai, Dejing Dou
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization. EMNLP (2023)
Huijuan Zhu, Huahui Wei, Liangmin Wang, Zhi-cheng Xu, Victor S. Sheng
An effective end-to-end android malware detection method. Expert Syst. Appl. 218 (2023)
Huanhuan Yuan, Pengpeng Zhao, Xuefeng Xian, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Lei Zhao
Sequential Recommendation with Probabilistic Logical Reasoning. CoRR (2023)
Tianshi Che, Ji Liu, Yang Zhou, Jiaxiang Ren, Jiwen Zhou, Victor S. Sheng, Huaiyu Dai, Dejing Dou
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization. CoRR (2023)
Yaxing Fang, Pengpeng Zhao, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Lei Zhao, Xiaofang Zhou
Quaternion-based graph convolution network for recommendation. World Wide Web (WWW) 26 (5) (2023)
Huixin Zhan, Liyuan Gao, Kun Zhang, Zhong Chen, Victor S. Sheng
Defending the Graph Reconstruction Attacks for Simplicial Neural Networks. DSAA (2023)
Ruoyu Xu, Gaoxiang Li, Wei Jin, Austin Chen, Victor S. Sheng
Adaptive Clustering-Based Collusion Detection in Crowdsourcing. ICIC (4) (2023)
Shuohui Hao, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Victor S. Sheng, Yan Zhu
Sample Selection Based on Uncertainty for Combating Label Noise. ICONIP (9) (2023)
Hanwen Du, Huanhuan Yuan, Pengpeng Zhao, Fuzhen Zhuang, Guanfeng Liu, Lei Zhao, Yanchi Liu, Victor S. Sheng
Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation. CoRR (2023)
Yunyi Li, Yongjing Hao, Pengpeng Zhao, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou
Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation. ACM Trans. Knowl. Discov. Data 17 (6) (2023)
Cheng-Jian Qiu, Zhe Liu, Yuqing Song, Jing Yin, Kai Han, Yan Zhu, Yi Liu, Victor S. Sheng
RTUNet: Residual transformer UNet specifically for pancreas segmentation. Biomed. Signal Process. Control. 79 (Part) (2023)
Hui-juan Zhu, Yang Li, Liang-min Wang, Victor S. Sheng
A multi-model ensemble learning framework for imbalanced android malware detection. Expert Syst. Appl. 234 (2023)
Huixin Zhan, Kun Zhang, Keyi Lu, Victor S. Sheng
Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract). AAAI (2023)
Himel Das Gupta, Victor S. Sheng
Neurosymbolic Knowledge Distillation. BigData (2023)
Yongjing Hao, Jun Ma, Pengpeng Zhao, Guanfeng Liu, Xuefeng Xian, Lei Zhao, Victor S. Sheng
Multi-dimensional Graph Neural Network for Sequential Recommendation. Pattern Recognit. 139 (2023)
Xuesong Yan, Hao Zuo, Chengyu Hu, Wenyin Gong, Victor S. Sheng
Load Optimization Scheduling of Chip Mounter Based on Hybrid Adaptive Optimization Algorithm. Complex Syst. Model. Simul. 3 (1) (2023)
Qingren Wang, Chengcheng Zhu, Yiwen Zhang, Hong Zhong, Jinqin Zhong, Victor S. Sheng
Short Text Topic Learning Using Heterogeneous Information Network. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Fan Xu, Victor S. Sheng, Mingwen Wang
A Unified Perspective for Disinformation Detection and Truth Discovery in Social Sensing: A Survey. ACM Comput. Surv. 55 (2) (2023)
Yongjing Hao, Tingting Zhang, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Guanfeng Liu, Xiaofang Zhou
Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Zhenyu Xu, Victor S. Sheng
Enhancing Logic Error Detection Through Program Pseudocodes. APSEC (2023)
Jiabo Zhuang, Shunmei Meng, Jing Zhang, Victor S. Sheng
Contrastive Learning Based Graph Convolution Network for Social Recommendation. ACM Trans. Knowl. Discov. Data 17 (8) (2023)
Wei Fang, Lin Pang, Victor S. Sheng, Qiguang Wang
STUNNER: Radar Echo Extrapolation Model Based on Spatiotemporal Fusion Neural Network. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jieren Cheng, Xiulai Li, Xinbing Xu, Xiangyan Tang, Victor S. Sheng
A Modified PointNet-Based DDoS Attack Classification and Segmentation in Blockchain. Comput. Syst. Sci. Eng. 47 (1) (2023)
Qingren Wang, Min Zhang, Yiwen Zhang, Jinqin Zhong, Victor S. Sheng
Location-based deep factorization machine model for service recommendation. Appl. Intell. 52 (9) (2022)
Hao Guo, Jieren Cheng, Janghao Wang, Tao Chen, Yuming Yuan, Hui Li, Victor S. Sheng
IoT Data Blockchain-Based Transaction Model Using Zero-Knowledge Proofs and Proxy Re-encryption. ICAIS (2) (2022)
Wei Fang, Weinan Yi, Lin Pang, Victor S. Sheng
Study of cross-domain person re-identification based on DCGAN. Multim. Tools Appl. 81 (25) (2022)
Aaron Moody, Chenyi Hu, Huixin Zhan, Makenzie Spurling, Victor S. Sheng
Towards Explainable Summary of Crowdsourced Reviews Through Text Mining. IPMU (1) (2022)
Zhong Chen, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang
Proximal Cost-sensitive Sparse Group Online Learning. Big Data (2022)
Dengyong Zhang, Pengjie Wu, Feng Li, Wenjie Zhu, Victor S. Sheng
Cascaded-Hop For DeepFake Videos Detection. KSII Trans. Internet Inf. Syst. 16 (5) (2022)
Huijuan Zhu, Liang-Min Wang, Sheng Zhong, Yang Li, Victor S. Sheng
A Hybrid Deep Network Framework for Android Malware Detection. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Xusheng Ai, Victor S. Sheng, Chunhua Li
A MBGD enhancement method for imbalance smoothing. Multim. Tools Appl. 81 (17) (2022)

Victor S. Sheng.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Victor S. Sheng