Kunpeng Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 139

Top Venues

Publications

Qiang Gao, Xinzhu Zhou, Li Huang, Kunpeng Zhang, Siyuan Liu, Fan Zhou
Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks. Inf. Fusion 110 (2024)
Ting Zhong, Jian Lang, Yifan Zhang, Zhangtao Cheng, Kunpeng Zhang, Fan Zhou
Predicting Micro-video Popularity via Multi-modal Retrieval Augmentation. SIGIR (2024)
Kunpeng Zhang, Feng Zhou, Lan Wu, Na Xie, Zhengbing He
Semantic understanding and prompt engineering for large-scale traffic data imputation. Inf. Fusion 102 (2024)
Changrong Xiao, Wenxing Ma, Sean Xin Xu, Kunpeng Zhang, Yufang Wang, Qi Fu
From Automation to Augmentation: Large Language Models Elevating Essay Scoring Landscape. CoRR (2024)
Mingwei Sun, Kunpeng Zhang
Sec2Sec Co-Attention Transformer for Video-Based Apparent Affective Prediction. ICASSP (2024)
Kunpeng Zhang, Yanheng Liu, Xue Wang, Fang Mei, Hui Kang, Geng Sun
IBMRFO: Improved binary manta ray foraging optimization with chaotic tent map and adaptive somersault factor for feature selection. Expert Syst. Appl. 251 (2024)
Kunpeng Zhang, Yanheng Liu, Xue Wang, Fang Mei, Geng Sun, Jindong Zhang
Enhancing IoT (Internet of Things) feature selection: A two-stage approach via an improved whale optimization algorithm. Expert Syst. Appl. 256 (2024)
Jienan Zhang, Jie Liu, Zhangtao Cheng, Xovee Xu, Fang Liu, Ting Zhong, Kunpeng Zhang
THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract). AAAI (2024)
Kunpeng Zhang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Rui Xu
An efficient flattened index structure with lazy restructuring and hotness awareness. Future Gener. Comput. Syst. 153 (2024)
Yanlong Huang, Yue Lei, Wenxin Tai, Zhangtao Cheng, Ting Zhong, Kunpeng Zhang
Explainable Earnings Call Representation Learning (Student Abstract). AAAI (2024)
Jingyi Jin, Jindong Zhang, Kunpeng Zhang, Yiming Wang, Yuanzhi Ma, Dongyu Pan
3D multi-object tracking with boosting data association and improved trajectory management mechanism. Signal Process. 218 (2024)
Kunpeng Zhang, Mengyan Lyu, Xinxin Guo, Liye Zhang, Cong Liu
Temporal Shift Module-Based Vision Transformer Network for Action Recognition. IEEE Access 12 (2024)
Qiang Gao, Hongzhu Fu, Kunpeng Zhang, Goce Trajcevski, Xu Teng, Fan Zhou
Inferring Real Mobility in Presence of Fake Check-ins Data. ACM Trans. Intell. Syst. Technol. 15 (1) (2024)
Pengyu Wang, Xucheng Luo, Wenxin Tai, Kunpeng Zhang, Goce Trajcevsky, Fan Zhou
Score-based Graph Learning for Urban Flow Prediction. ACM Trans. Intell. Syst. Technol. 15 (3) (2024)
Wei Sun, Ruiqi Zhao, Kunpeng Zhang, Junbo Gao, Guoqiang Qu
Distribution-Aware Loss for Lesions Detection Using White-Light Endoscopy in Colorectal Region. IEEE Access 12 (2024)
Xuesi Zhao, Kunpeng Zhang, Lei Xu, Weinan Gao, Tao Yang
Distributed Event-Triggered Algorithms for Multi-Objective Resource Allocation Problem. Unmanned Syst. 12 (2) (2024)
Fan Zhou, Xiuxiu Qi, Kunpeng Zhang, Goce Trajcevski, Ting Zhong
MetaGeo: A General Framework for Social User Geolocation Identification With Few-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Kunpeng Zhang, Yanheng Liu, Jindong Zhang, Guanhua Zhang, Jingyi Jin, Yunhao Li, Fengmin Tang
TDCA: improved optimization algorithm with degree distribution and communication traffic for the deployment of software components based on AUTOSAR architecture. Soft Comput. 27 (12) (2023)
Kunpeng Zhang, Yanheng Liu, Fang Mei, Jingyi Jin, Yiming Wang
Boost Correlation Features with 3D-MiIoU-Based Camera-LiDAR Fusion for MODT in Autonomous Driving. Remote. Sens. 15 (4) (2023)
Mingwei Sun, Kunpeng Zhang
Multimodal Co-attention Transformer for Video-Based Personality Understanding. BigData (2023)
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu, Goce Trajcevski
CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Jindong Zhang, Dongyu Pan, Kunpeng Zhang, Jingyi Jin, Yuanzhi Ma, Mai Chen
Underwater single-image restoration based on modified generative adversarial net. Signal Image Video Process. 17 (4) (2023)
Cheng Chang, Jiawei Zhang, Kunpeng Zhang, Wenqin Zhong, Xinyu Peng, Shen Li, Li Li
BEV-V2X: Cooperative Birds-Eye-View Fusion and Grid Occupancy Prediction via V2X-Based Data Sharing. IEEE Trans. Intell. Veh. 8 (11) (2023)
Weifeng Zhang, Zhiyuan Wang, Kunpeng Zhang, Ting Zhong, Fan Zhou
DyCVAE: Learning Dynamic Causal Factors for Non-stationary Series Domain Generalization (Student Abstract). AAAI (2023)
Kunpeng Zhang, Yanheng Liu, Fang Mei, Geng Sun, Jingyi Jin
IBGJO: Improved Binary Golden Jackal Optimization with Chaotic Tent Map and Cosine Similarity for Feature Selection. Entropy 25 (8) (2023)
Renyan Jiang, Fengping Li, Wei Xue, Yu Cao, Kunpeng Zhang
A robust mean cumulative function estimator and its application to overhaul time optimization for a fleet of heterogeneous repairable systems. Reliab. Eng. Syst. Saf. 236 (2023)
Kunpeng Zhang, Yao Zhang, Heng Shi, Huang Huang, Sifeng Bi, Ji Ye, Hongbo Wang
Escape-Zone-Based Optimal Evasion Guidance Against Multiple Orbital Pursuers. IEEE Trans. Aerosp. Electron. Syst. 59 (6) (2023)
Ling Fan, Harry Jiannan Wang, Kunpeng Zhang, Zilong Pei, Anjun Li
Towards an Automatic Prompt Optimization Framework for AI Image Generation. HCI (47) (2023)
Kunpeng Zhang, Lan Wu, Liang Zheng, Na Xie, Zhengbing He
Large-Scale Traffic Data Imputation with Spatiotemporal Semantic Understanding. CoRR (2023)
Qiang Gao, Fan Zhou, Kunpeng Zhang, Fengli Zhang, Goce Trajcevski
Adversarial Human Trajectory Learning for Trip Recommendation. IEEE Trans. Neural Networks Learn. Syst. 34 (4) (2023)
Yijia Chen, Yao Yao, Hao Yang, Yue Wu, Kunpeng Zhang, Xiaoming Pan
Curvature-Based Machine Vision Method for Measuring the Dimension of Ball Screws. IEEE Access 11 (2023)
Yuanzhi Ma, Jindong Zhang, Guihe Qin, Jingyi Jin, Kunpeng Zhang, Dongyu Pan, Mai Chen
3D Multi-Object Tracking Based on Dual-Tracker and D-S Evidence Theory. IEEE Trans. Intell. Veh. 8 (3) (2023)
Kunpeng Zhang, Guangyue Lu, Yuxin Li
Trans-DAE: Transformer-based Double Autoencoder for Anomaly Detection on Attributed Networks. ICNC-FSKD (2023)
Xuewen Han, Ting Li, Sean Xin Xu, Zherui Yang, Zhitao Yin, Kunpeng Zhang
IoT and Wearable Devices-Enhanced Information Provision of AR Glasses: A Multi-Modal Analysis in Aviation Industry. ICIS (2023)
Kunpeng Zhang, Bin Jiang, Fuyang Chen, Hui Yang
Directed-Graph-Learning-Based Diagnosis of Multiple Faults for High Speed Train With Switched Dynamics. IEEE Trans. Cybern. 53 (3) (2023)
Yanlong Huang, Wenxin Tai, Ting Zhong, Kunpeng Zhang
Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract). AAAI (2023)
Kunpeng Zhang, Lei Xu, Xinlei Yi, Zhengtao Ding, Karl Henrik Johansson, Tianyou Chai, Tao Yang
Predefined-time distributed multiobjective optimization for network resource allocation. Sci. China Inf. Sci. 66 (7) (2023)
Changrong Xiao, Sean Xin Xu, Kunpeng Zhang
Multimodal Data Augmentation for Image Captioning using Diffusion Models. CoRR (2023)
Kunpeng Zhang, Liang Zhao, Chengxiang Dong, Lan Wu, Liang Zheng
AI-TP: Attention-Based Interaction-Aware Trajectory Prediction for Autonomous Driving. IEEE Trans. Intell. Veh. 8 (1) (2023)
Changrong Xiao, Sean Xin Xu, Kunpeng Zhang
Multimodal Data Augmentation for Image Captioning using Diffusion Models. LGM3A@MM (2023)
Kunpeng Zhang, Xinlei Yi, Yuzhe Li, Ming Cao, Tianyou Chai, Tao Yang
Dynamic Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization with Event-Triggered Communication. CoRR (2023)
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu
CCGL: Contrastive Cascade Graph Learning. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Chunjing Xiao, Xovee Xu, Yue Lei, Kunpeng Zhang, Siyuan Liu, Fan Zhou
Counterfactual Graph Learning for Anomaly Detection on Attributed Networks. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Zhiyuan Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
Learning Dynamic Temporal Relations with Continuous Graph for Multivariate Time Series Forecasting (Student Abstract). AAAI (2023)
Kunpeng Zhang, Xiaogang Zhu, Xiao Xi, Minhui Xue, Chao Zhang, Sheng Wen
SHAPFUZZ: Efficient Fuzzing via Shapley-Guided Byte Selection. CoRR (2023)
Chunjing Xiao, Zehua Gou, Wenxin Tai, Kunpeng Zhang, Fan Zhou
Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models. KDD (2023)
Yi Yang, Kunpeng Zhang, Yangyang Fan
sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics. Inf. Syst. Res. 34 (1) (2023)
Changrong Xiao, Sean Xin Xu, Kunpeng Zhang, Yufang Wang, Lei Xia
Evaluating Reading Comprehension Exercises Generated by LLMs: A Showcase of ChatGPT in Education Applications. BEA@ACL (2023)
Fan Zhou, Guanyu Wang, Kunpeng Zhang, Siyuan Liu, Ting Zhong
Semi-Supervised Anomaly Detection Via Neural Process. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Jinyu Hong, Fan Zhou, Qiang Gao, Ping Kuang, Kunpeng Zhang
Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract). AAAI (2023)
Kunpeng Zhang, Xiaoliang Feng, Lan Wu, Zhengbing He
Trajectory Prediction for Autonomous Driving Using Spatial-Temporal Graph Attention Transformer. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fan Zhou
PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model. AAAI (2022)
Weifeng Zhang, Ting Zhong, Ce Li, Kunpeng Zhang, Fan Zhou
CausalRD: A Causal View of Rumor Detection via Eliminating Popularity and Conformity Biases. INFOCOM (2022)
Keongtae Kim, Jooyoung Park, Yang Pan, Kunpeng Zhang, Xiaoquan (Michael) Zhang
Risk Disclosure in Crowdfunding. Inf. Syst. Res. 33 (3) (2022)
Zhangtao Cheng, Ting Zhong, Kunpeng Zhang, Joojo Walker, Fan Zhou
Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract). AAAI (2022)
Qiang Gao, Xinzhu Zhou, Kunpeng Zhang, Li Huang, Siyuan Liu, Fan Zhou
Incorporating Interactive Facts for Stock Selection via Neural Recursive ODEs. CoRR (2022)
Fan Zhou, Rongfan Li, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
Dynamic Manifold Learning for Land Deformation Forecasting. AAAI (2022)
Yi Yang, Kunpeng Zhang, Yangyang Fan
Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach. INFORMS J. Comput. 34 (1) (2022)
Kunpeng Zhang, Xi Xiao, Xiaogang Zhu, Ruoxi Sun, Minhui Xue, Sheng Wen
Path Transitions Tell More: Optimizing Fuzzing Schedules via Runtime Program States. CoRR (2022)
Cheng Chang, Kunpeng Zhang, Jiawei Zhang, Shen Li, Li Li
Driving Safety Monitoring and Warning for Connected and Automated Vehicles via Edge Computing. ITSC (2022)
Qiang Gao, Wei Wang, Kunpeng Zhang, Xin Yang, Congcong Miao, Tianrui Li
Self-supervised representation learning for trip recommendation. Knowl. Based Syst. 247 (2022)
Zhiyuan Wang, Fan Zhou, Kunpeng Zhang, Yong Wang
Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract). AAAI (2022)
Kunpeng Zhang, Xi Xiao, Xiaogang Zhu, Ruoxi Sun, Minhui Xue, Sheng Wen
Path Transitions Tell More: Optimizing Fuzzing Schedules via Runtime Program States. ICSE (2022)
Kunpeng Zhang, Cheng Chang, Wenqin Zhong, Shen Li, Zhiheng Li, Li Li
A Systematic Solution of Human Driving Behavior Modeling and Simulation for Automated Vehicle Studies. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Kunpeng Zhang, Zhigang Deng
A Comparative Study on Single-handed Keyboards on Large-screen Mobile Devices. AVI (2022)
Rongfan Li, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
A Probabilistic Framework for Land Deformation Prediction (Student Abstract). AAAI (2022)
Ziyue Li, Hang Hu, He Wang, Luwei Cai, Haipeng Zhang, Kunpeng Zhang
Why does the president tweet this? Discovering reasons and contexts for politicians' tweets from news articles. Inf. Process. Manag. 59 (3) (2022)
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu
CCGL: Contrastive Cascade Graph Learning. CoRR (2021)
Lan Wu, Tian Gao, Chenglin Wen, Kunpeng Zhang, Fanshi Kong
A High-Dimensional Video Sequence Completion Method with Traffic Data Completion Generative Adversarial Networks. Wirel. Commun. Mob. Comput. 2021 (2021)
Fan Zhou, Kunpeng Zhang, Bangying Wu, Yi Yang, Harry Jiannan Wang
Unifying Online and Offline Preference for Social Link Prediction. INFORMS J. Comput. 33 (4) (2021)
Fan Zhou, Rongfan Li, Goce Trajcevski, Kunpeng Zhang
Land Deformation Prediction via Slope-Aware Graph Neural Networks. AAAI (2021)
Qiang Gao, Wei Wang, Kunpeng Zhang, Xin Yang, Congcong Miao
Self-supervised Representation Learning for Trip Recommendation. CoRR (2021)
Fan Zhou, Xin Liu, Kunpeng Zhang, Goce Trajcevski
Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models. IEEE Trans. Neural Networks Learn. Syst. 32 (6) (2021)
Kunpeng Zhang, Bin Jiang, Fuyang Chen
Multiple-Model-Based Diagnosis of Multiple Faults With High-Speed Train Applications Using Second-Level Adaptation. IEEE Trans. Ind. Electron. 68 (7) (2021)
Jindong Zhang, Tong Liu, Xuelong Yin, Xue Wang, Kunpeng Zhang, Jiabin Xu, Donghui Wang
An improved parking space recognition algorithm based on panoramic vision. Multim. Tools Appl. 80 (12) (2021)
Shiwei Lyu, Shuai Ling, Kaihao Guo, Haipeng Zhang, Kunpeng Zhang, Suting Hong, Qing Ke, Jinjie Gu
Graph Neural Network Based VC Investment Success Prediction. CoRR (2021)
Kunpeng Zhang, Wendy Moe
Measuring Brand Favorability Using Large-Scale Social Media Data. Inf. Syst. Res. 32 (4) (2021)
Guanyu Wang, Ting Zhong, Xovee Xu, Kunpeng Zhang, Fan Zhou, Yong Wang
Vector-Quantized Autoencoder With Copula for Collaborative Filtering. CIKM (2021)
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan, Zhe Wang
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization. CoRR (2021)
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan, Zhe Wang
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization. IEEE BigData (2021)
Fan Zhou, Xovee Xu, Goce Trajcevski, Kunpeng Zhang
A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances. ACM Comput. Surv. 54 (2) (2021)
Kunpeng Zhang, Zhengbing He, Liang Zheng, Liang Zhao, Lan Wu
A generative adversarial network for travel times imputation using trajectory data. Comput. Aided Civ. Infrastructure Eng. 36 (2) (2021)
Ying Mo, Jia Liu, Qian Li, Jiahong Yu, Kunpeng Zhang, Yang Gao, Hua Zhang
Joint Motion Estimation and Compensation for Four-Dimensional Cone-Beam Computed Tomography Image Reconstruction. IEEE Access 9 (2021)
Fan Zhou, Ruiyang Yin, Goce Trajcevski, Kunpeng Zhang, Jin Wu, Ashfaq A. Khokhar
Improving human mobility identification with trajectory augmentation. GeoInformatica 25 (3) (2021)
Tong Liu, Jindong Zhang, Kunpeng Zhang, Jiabin Xu, Donghui Wang, Xue Wang
Vehicle-mounted surround vision algorithm based on heterogeneous architecture. Multim. Tools Appl. 79 (33-34) (2020)
Fan Zhou, Xovee Xu, Kunpeng Zhang, Goce Trajcevski, Ting Zhong
Variational Information Diffusion for Probabilistic Cascades Prediction. INFOCOM (2020)
Fan Zhou, Kunpeng Zhang, Shuying Xie, Xucheng Luo
Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach. INFORMS J. Comput. 32 (3) (2020)
Kunpeng Zhang, Lan Wu, Zhaoju Zhu, Jiang Deng
A Multitask Learning Model for Traffic Flow and Speed Forecasting. IEEE Access 8 (2020)
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan
Topic-Aware Abstractive Text Summarization. CoRR (2020)
Fan Zhou, Liang Li, Kunpeng Zhang, Goce Trajcevski, Fuming Yao, Ying Huang, Ting Zhong, Jiahao Wang, Qiao Liu
Forecasting the Evolution of Hydropower Generation. KDD (2020)
Jiabin Xu, Jindong Zhang, Kunpeng Zhang, Tong Liu, Donghui Wang, Xue Wang
An APF-ACO algorithm for automatic defect detection on vehicle paint. Multim. Tools Appl. 79 (35-36) (2020)
Dongcheng Zhang, Kunpeng Zhang
Weighting-Based Treatment Effect Estimation via Distribution Learning. CoRR (2020)
Kunpeng Zhang, Zijian Liu, Liang Zheng
Short-Term Prediction of Passenger Demand in Multi-Zone Level: Temporal Convolutional Neural Network With Multi-Task Learning. IEEE Trans. Intell. Transp. Syst. 21 (4) (2020)
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan
A Two-Phase Approach for Abstractive Podcast Summarization. CoRR (2020)
Fan Zhou, Xovee Xu, Ce Li, Goce Trajcevski, Ting Zhong, Kunpeng Zhang
A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact. CoRR (2020)
Fan Zhou, Liang Li, Ting Zhong, Goce Trajcevski, Kunpeng Zhang, Jiahao Wang
Enhancing Urban Flow Maps via Neural ODEs. IJCAI (2020)
Fan Zhou, Yuhua Mo, Goce Trajcevski, Kunpeng Zhang, Jin Wu, Ting Zhong
Recommendation via Collaborative Autoregressive Flows. Neural Networks 126 (2020)
Fan Zhou, Qing Yang, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Ashfaq A. Khokhar
Reinforced Spatiotemporal Attentive Graph Neural Networks for Traffic Forecasting. IEEE Internet Things J. 7 (7) (2020)
Fan Zhou, Chengtai Cao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Ji Geng
Fast Network Alignment via Graph Meta-Learning. INFOCOM (2020)
Chujie Zheng, Harry Jiannan Wang, Kunpeng Zhang, Ling Fan
A Two-Phase Approach for Abstractive Podcast Summarization. TREC (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kunpeng Zhang