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2020 – today
- 2024
[j73]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: 46138-46148 (2024)- [j72]Kunpeng Zhang, Mengyan Lyu, Xinxin Guo, Liye Zhang, Cong Liu:
Temporal Shift Module-Based Vision Transformer Network for Action Recognition. IEEE Access 12: 47246-47257 (2024) - [j71]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: 123977 (2024) - [j70]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: 124936 (2024) - [j69]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: 139-153 (2024) - [j68]Kunpeng Zhang, Feng Zhou, Lan Wu, Na Xie, Zhengbing He:
Semantic understanding and prompt engineering for large-scale traffic data imputation. Inf. Fusion 102: 102038 (2024) - [j67]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: 102468 (2024) - [j66]Dongcheng Zhang, Kunpeng Zhang, Yi Yang, David A. Schweidel:
TM-OKC: An Unsupervised Topic Model for Text in Online Knowledge Communities. MIS Q. 48(3): 931-978 (2024) - [j65]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: 109367 (2024) - [j64]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): 12:1-12:25 (2024) - [j63]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): 59:1-59:25 (2024) - [j62]Xuesi Zhao, Kunpeng Zhang, Lei Xu, Weinan Gao, Tao Yang:
Distributed Event-Triggered Algorithms for Multi-Objective Resource Allocation Problem. Unmanned Syst. 12(2): 331-340 (2024) - [c82]Yanlong Huang, Yue Lei, Wenxin Tai, Zhangtao Cheng, Ting Zhong, Kunpeng Zhang:
Explainable Earnings Call Representation Learning (Student Abstract). AAAI 2024: 23518-23520 - [c81]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: 23705-23706 - [c80]Mingwei Sun, Kunpeng Zhang:
Sec2Sec Co-Attention Transformer for Video-Based Apparent Affective Prediction. ICASSP 2024: 8255-8259 - [c79]Kunpeng Zhang, Xiaogang Zhu, Xi Xiao, Minhui Xue, Chao Zhang, Sheng Wen:
ShapFuzz: Efficient Fuzzing via Shapley-Guided Byte Selection. NDSS 2024 - [c78]Ting Zhong, Jian Lang, Yifan Zhang, Zhangtao Cheng, Kunpeng Zhang, Fan Zhou:
Predicting Micro-video Popularity via Multi-modal Retrieval Augmentation. SIGIR 2024: 2579-2583 - [i19]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 abs/2401.06431 (2024) - [i18]Mingwei Sun, Kunpeng Zhang:
Sec2Sec Co-attention for Video-Based Apparent Affective Prediction. CoRR abs/2408.15209 (2024) - 2023
- [j61]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: 126803-126813 (2023) - [j60]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) - [j59]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): 1128 (2023) - [j58]Yi Yang, Kunpeng Zhang, Yangyang Fan:
sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics. Inf. Syst. Res. 34(1): 137-156 (2023) - [j57]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): 874 (2023) - [j56]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: 109265 (2023) - [j55]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): 1153-1160 (2023) - [j54]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): 7999-8012 (2023) - [j53]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): 7698-7714 (2023) - [j52]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): 1712-1724 (2023) - [j51]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): 73-83 (2023) - [j50]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): 2426-2436 (2023) - [j49]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): 4498-4514 (2023) - [j48]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): 3484-3499 (2023) - [j47]Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu:
CCGL: Contrastive Cascade Graph Learning. IEEE Trans. Knowl. Data Eng. 35(5): 4539-4554 (2023) - [j46]Fan Zhou, Guanyu Wang, Kunpeng Zhang, Siyuan Liu, Ting Zhong:
Semi-Supervised Anomaly Detection Via Neural Process. IEEE Trans. Knowl. Data Eng. 35(10): 10423-10435 (2023) - [j45]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): 10540-10553 (2023) - [j44]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): 1764-1776 (2023) - [j43]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): 8950-8964 (2023) - [c77]Jinyu Hong, Fan Zhou, Qiang Gao, Ping Kuang, Kunpeng Zhang:
Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract). AAAI 2023: 16230-16231 - [c76]Yanlong Huang, Wenxin Tai, Ting Zhong, Kunpeng Zhang:
Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract). AAAI 2023: 16234-16235 - [c75]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: 16358-16359 - [c74]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: 16382-16383 - [c73]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: 610-625 - [c72]Mingwei Sun, Kunpeng Zhang:
Multimodal Co-attention Transformer for Video-Based Personality Understanding. IEEE Big Data 2023: 1450-1459 - [c71]Ling Fan, Harry Jiannan Wang, Kunpeng Zhang, Zilong Pei, Anjun Li:
Towards an Automatic Prompt Optimization Framework for AI Image Generation. HCI (47) 2023: 405-410 - [c70]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 - [c69]Kunpeng Zhang, Guangyue Lu, Yuxin Li:
Trans-DAE: Transformer-based Double Autoencoder for Anomaly Detection on Attributed Networks. ICNC-FSKD 2023: 1-9 - [c68]Chunjing Xiao, Zehua Gou, Wenxin Tai, Kunpeng Zhang, Fan Zhou:
Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models. KDD 2023: 2742-2751 - [c67]Changrong Xiao, Sean Xin Xu, Kunpeng Zhang:
Multimodal Data Augmentation for Image Captioning using Diffusion Models. LGM3A@MM 2023: 23-33 - [i17]Kunpeng Zhang, Lan Wu, Liang Zheng, Na Xie, Zhengbing He:
Large-Scale Traffic Data Imputation with Spatiotemporal Semantic Understanding. CoRR abs/2301.11691 (2023) - [i16]Changrong Xiao, Sean Xin Xu, Kunpeng Zhang:
Multimodal Data Augmentation for Image Captioning using Diffusion Models. CoRR abs/2305.01855 (2023) - [i15]Kunpeng Zhang, Xiaogang Zhu, Xiao Xi, Minhui Xue, Chao Zhang, Sheng Wen:
SHAPFUZZ: Efficient Fuzzing via Shapley-Guided Byte Selection. CoRR abs/2308.09239 (2023) - [i14]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 abs/2311.01957 (2023) - 2022
- [j42]Fan Zhou, Xovee Xu, Goce Trajcevski, Kunpeng Zhang:
A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances. ACM Comput. Surv. 54(2): 27:1-27:36 (2022) - [j41]Yi Yang, Kunpeng Zhang, Yangyang Fan:
Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach. INFORMS J. Comput. 34(1): 522-540 (2022) - [j40]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): 102892 (2022) - [j39]Keongtae Kim, Jooyoung Park, Yang Pan, Kunpeng Zhang, Xiaoquan (Michael) Zhang:
Risk Disclosure in Crowdfunding. Inf. Syst. Res. 33(3): 1023-1041 (2022) - [j38]Qiang Gao, Wei Wang, Kunpeng Zhang, Xin Yang, Congcong Miao, Tianrui Li:
Self-supervised representation learning for trip recommendation. Knowl. Based Syst. 247: 108791 (2022) - [j37]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): 21944-21958 (2022) - [j36]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): 22343-22353 (2022) - [c66]Fan Zhou, Rongfan Li, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong:
Dynamic Manifold Learning for Land Deformation Forecasting. AAAI 2022: 4725-4733 - [c65]Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fan Zhou:
PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model. AAAI 2022: 12200-12207 - [c64]Zhangtao Cheng, Ting Zhong, Kunpeng Zhang, Joojo Walker, Fan Zhou:
Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract). AAAI 2022: 12927-12928 - [c63]Rongfan Li, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong:
A Probabilistic Framework for Land Deformation Prediction (Student Abstract). AAAI 2022: 13001-13002 - [c62]Zhiyuan Wang, Fan Zhou, Kunpeng Zhang, Yong Wang:
Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract). AAAI 2022: 13077-13078 - [c61]Kunpeng Zhang, Zhigang Deng:
A Comparative Study on Single-handed Keyboards on Large-screen Mobile Devices. AVI 2022: 4:1-4:9 - [c60]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: 1658-1668 - [c59]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: 1369-1378 - [c58]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: 3940-3947 - [i13]Kunpeng Zhang, Xi Xiao, Xiaogang Zhu, Ruoxi Sun, Minhui Xue, Sheng Wen:
Path Transitions Tell More: Optimizing Fuzzing Schedules via Runtime Program States. CoRR abs/2201.04441 (2022) - [i12]Qiang Gao, Xinzhu Zhou, Kunpeng Zhang, Li Huang, Siyuan Liu, Fan Zhou:
Incorporating Interactive Facts for Stock Selection via Neural Recursive ODEs. CoRR abs/2210.15925 (2022) - 2021
- [j35]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: 147559-147569 (2021) - [j34]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): 197-212 (2021) - [j33]Fan Zhou, Ruiyang Yin, Goce Trajcevski, Kunpeng Zhang, Jin Wu, Ashfaq Khokhar:
Improving human mobility identification with trajectory augmentation. GeoInformatica 25(3): 453-483 (2021) - [j32]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): 1400-1418 (2021) - [j31]Kunpeng Zhang, Wendy W. Moe:
Measuring Brand Favorability Using Large-Scale Social Media Data. Inf. Syst. Res. 32(4): 1128-1139 (2021) - [j30]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): 18181-18209 (2021) - [j29]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): 6257-6266 (2021) - [j28]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): 2401-2414 (2021) - [j27]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: 8898681:1-8898681:9 (2021) - [c57]Fan Zhou, Rongfan Li, Goce Trajcevski, Kunpeng Zhang:
Land Deformation Prediction via Slope-Aware Graph Neural Networks. AAAI 2021: 15033-15040 - [c56]Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan, Zhe Wang:
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization. IEEE BigData 2021: 1764-1771 - [c55]Guanyu Wang, Ting Zhong, Xovee Xu, Kunpeng Zhang, Fan Zhou, Yong Wang:
Vector-Quantized Autoencoder With Copula for Collaborative Filtering. CIKM 2021: 3458-3462 - [i11]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 abs/2105.11537 (2021) - [i10]Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu:
CCGL: Contrastive Cascade Graph Learning. CoRR abs/2107.12576 (2021) - [i9]Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan, Zhe Wang:
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization. CoRR abs/2108.11992 (2021) - [i8]Qiang Gao, Wei Wang, Kunpeng Zhang, Xin Yang, Congcong Miao:
Self-supervised Representation Learning for Trip Recommendation. CoRR abs/2109.00968 (2021) - 2020
- [j26]Kunpeng Zhang, Lan Wu, Zhaoju Zhu, Jiang Deng:
A Multitask Learning Model for Traffic Flow and Speed Forecasting. IEEE Access 8: 80707-80715 (2020) - [j25]Ting Zhong, Zijing Wen, Fan Zhou, Goce Trajcevski, Kunpeng Zhang:
Session-based recommendation via flow-based deep generative networks and Bayesian inference. Neurocomputing 391: 129-141 (2020) - [j24]Kunpeng Zhang, Liang Zheng, Zijian Liu, Ning Jia:
A deep learning based multitask model for network-wide traffic speed prediction. Neurocomputing 396: 438-450 (2020) - [j23]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): 714-729 (2020) - [j22]Fan Zhou, Qing Yang, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Ashfaq Khokhar:
Reinforced Spatiotemporal Attentive Graph Neural Networks for Traffic Forecasting. IEEE Internet Things J. 7(7): 6414-6428 (2020) - [j21]Jindong Zhang, Jiabin Xu, Linyao Zhu, Kunpeng Zhang, Tong Liu, Donghui Wang, Xue Wang:
An improved MobileNet-SSD algorithm for automatic defect detection on vehicle body paint. Multim. Tools Appl. 79(31-32): 23367-23385 (2020) - [j20]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): 24707-24730 (2020) - [j19]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): 25315-25333 (2020) - [j18]Fan Zhou, Yuhua Mo, Goce Trajcevski, Kunpeng Zhang, Jin Wu, Ting Zhong:
Recommendation via Collaborative Autoregressive Flows. Neural Networks 126: 52-64 (2020) - [j17]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): 1480-1490 (2020) - [j16]Fan Zhou, Hantao Wu, Goce Trajcevski, Ashfaq Khokhar, Kunpeng Zhang:
Semi-supervised Trajectory Understanding with POI Attention for End-to-End Trip Recommendation. ACM Trans. Spatial Algorithms Syst. 6(2): 13:1-13:25 (2020) - [j15]Ting Zhong, Shengming Zhang, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Jin Wu:
Hybrid graph convolutional networks with multi-head attention for location recommendation. World Wide Web 23(6): 3125-3151 (2020) - [c54]Ting Zhong, Tianliang Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Yi Yang:
Interpreting Twitter User Geolocation. ACL 2020: 853-859 - [c53]Fan Zhou, Liang Li, Ting Zhong, Goce Trajcevski, Kunpeng Zhang, Jiahao Wang:
Enhancing Urban Flow Maps via Neural ODEs. IJCAI 2020: 1295-1302 - [c52]Fan Zhou, Chengtai Cao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Ji Geng:
Fast Network Alignment via Graph Meta-Learning. INFOCOM 2020: 686-695 - [c51]Fan Zhou, Xovee Xu, Kunpeng Zhang, Goce Trajcevski, Ting Zhong:
Variational Information Diffusion for Probabilistic Cascades Prediction. INFOCOM 2020: 1618-1627 - [c50]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: 2861-2870 - [c49]Chujie Zheng, Harry Jiannan Wang, Kunpeng Zhang, Ling Fan:
A Two-Phase Approach for Abstractive Podcast Summarization. TREC 2020 - [i7]Fan Zhou, Chengtai Cao, Ting Zhong, Kunpeng Zhang, Goce Trajcevski, Ji Geng:
Continual Graph Learning. CoRR abs/2003.09908 (2020) - [i6]Fan Zhou, Xovee Xu, Ce Li, Goce Trajcevski, Ting Zhong, Kunpeng Zhang:
A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact. CoRR abs/2003.12042 (2020) - [i5]Fan Zhou, Xovee Xu, Goce Trajcevski, Kunpeng Zhang:
A Survey of Information Cascade Analysis: Models, Predictions and Recent Advances. CoRR abs/2005.11041 (2020) - [i4]