Xun Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 136

Top Venues

Publications

Hongwei Chen, Dewei Shi, Xun Zhou, Man Zhang, Luanxuan Liu
Application research of credit fraud detection based on distributed rotation deep forest. Intell. Data Anal. 28 (4) (2024)
Weiye Chen, Yiqun Xie, Xiaowei Jia, Erhu He, Han Bao, Bang An, Xun Zhou
Referee-Meta-Learning for Fast Adaptation of Locational Fairness. CoRR (2024)
Nan Peng, Xun Zhou, Mingming Wang, Xiaojun Yang, Songming Chen, Guisong Chen
PrevPredMap: Exploring Temporal Modeling with Previous Predictions for Online Vectorized HD Map Construction. CoRR (2024)
Shuangchun Gui, Zhenkun Wang, Jixiang Chen, Xun Zhou, Chen Zhang, Yi Cao
MT4MTL-KD: A Multi-Teacher Knowledge Distillation Framework for Triplet Recognition. IEEE Trans. Medical Imaging 43 (4) (2024)
Xun Zhou, Zhenkun Wang, Liang Feng, Songbai Liu, Ka-Chun Wong, Kay Chen Tan
Toward Evolutionary Multitask Convolutional Neural Architecture Search. IEEE Trans. Evol. Comput. 28 (3) (2024)
Zhe Jiang, Liang Zhao, Xun Zhou, Junbo Zhang, Shashi Shekhar, Jieping Ye
The 4th KDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DeepSpatial'24). KDD (2024)
Chen Zheng, Ke Sun, Hang Wu, Chenguang Xi, Xun Zhou
Balancing Enhancement, Harmlessness, and General Capabilities: Enhancing Conversational LLMs with Direct RLHF. CoRR (2024)
Meizhen Zheng, Peng Bai, Xiaodong Shi, Xun Zhou, Yiting Yan
FT-GAN: Fine-Grained Tune Modeling for Chinese Opera Synthesis. AAAI (2024)
Peng Tu, Xun Zhou, Mingming Wang, Xiaojun Yang, Bo Peng, Ping Chen, Xiu Su, Yawen Huang, Yefeng Zheng, Chang Xu
NeRF2Points: Large-Scale Point Cloud Generation From Street Views' Radiance Field Optimization. CoRR (2024)
Chen Zheng, Ke Sun, Da Tang, Yukun Ma, Yuyu Zhang, Chenguang Xi, Xun Zhou
ICE-GRT: Instruction Context Enhancement by Generative Reinforcement based Transformers. CoRR (2024)
Lei Hu, Xun Zhou, Jiachen Ruan, Supeng Li
ASPP+-LANet: A Multi-Scale Context Extraction Network for Semantic Segmentation of High-Resolution Remote Sensing Images. Remote. Sens. 16 (6) (2024)
Mingzhi Hu, Xin Zhang, Yanhua Li, Yiqun Xie, Xiaowei Jia, Xun Zhou, Jun Luo
. SDM (2024)
Mengxian Hu, Minghao Zhu, Xun Zhou, Qingqing Yan, Shu Li, Chengju Liu, Qijun Chen
Efficient Text-driven Motion Generation via Latent Consistency Training. CoRR (2024)
Qingqing Yan, Shu Li, Zongtao He, Xun Zhou, Mengxian Hu, Chengju Liu, Qijun Chen
Decoupling semantic and localization for semantic segmentation via magnitude-aware and phase-sensitive learning. Inf. Fusion 107 (2024)
Weiye Chen, Yiqun Xie, Xiaowei Jia, Erhu He, Han Bao, Bang An, Xun Zhou
Referee-Meta-Learning for Fast Adaptation of Locational Fairness. AAAI (2024)
Jie Chen, Xintian Han, Yu Ma, Xun Zhou, Liang Xiang
Unlock the Correlation between Supervised Fine-Tuning and Reinforcement Learning in Training Code Large Language Models. CoRR (2024)
Shu Li, Qingqing Yan, Xun Zhou, Deming Wang, Chengju Liu, Qijun Chen
NDNet: Spacewise Multiscale Representation Learning via Neighbor Decoupling for Real-Time Driving Scene Parsing. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Xin Xiao, Bohong Wu, Jiacong Wang, Chunyuan Li, Xun Zhou, Haoyuan Guo
Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment. CoRR (2024)
Chen Zheng, Ke Sun, Xun Zhou
Mistral-C2F: Coarse to Fine Actor for Analytical and Reasoning Enhancement in RLHF and Effective-Merged LLMs. CoRR (2024)
Yiqun Xie, Zhili Li, Han Bao, Xiaowei Jia, Dongkuan Xu, Xun Zhou, Sergii Skakun
Auto-CM: Unsupervised Deep Learning for Satellite Imagery Composition and Cloud Masking Using Spatio-Temporal Dynamics. AAAI (2023)
Zheng Zhang, Chen Zheng, Da Tang, Ke Sun, Yukun Ma, Yingtong Bu, Xun Zhou, Liang Zhao
Balancing Specialized and General Skills in LLMs: The Impact of Modern Tuning and Data Strategy. CoRR (2023)
Shen Zheng, Yuyu Zhang, Yijie Zhu, Chenguang Xi, Pengyang Gao, Xun Zhou, Kevin Chen-Chuan Chang
GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond. CoRR (2023)
Palawat Busaranuvong, Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo
CAC: Enabling Customer-Centered Passenger-Seeking for Self-Driving Ride Service with Conservative Actor-Critic. ICDM (2023)
Bang An, Xun Zhou, Yongjian Zhong, Tianbao Yang
SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data. NeurIPS (2023)
Zheng Wang, Guihu Zhao, Bin Li, Zhenghuan Fang, Qian Chen, Xiaomeng Wang, Tengfei Luo, Yijing Wang, Qiao Zhou, Kuokuo Li, Lu Xia, Yi Zhang, Xun Zhou, Hongxu Pan, Yuwen Zhao, Yige Wang, Lin Wang, Jifeng Guo, Beisha Tang, Kun Xia, Jinchen Li
Performance Comparison of Computational Methods for the Prediction of the Function and Pathogenicity of Non-coding Variants. Genom. Proteom. Bioinform. 21 (3) (2023)
Yanqing Lin, Shaoxiong Fu, Xun Zhou
Unmasking the bright-dark duality of social media use on psychological well-being: a large-scale longitudinal study. Internet Res. 33 (6) (2023)
Xun Zhou, Songbai Liu, Ka-Chun Wong, Qiuzhen Lin, Kay Chen Tan
A Hybrid Search Method for Accelerating Convolutional Neural Architecture Search. ICMLC (2023)
Yiqun Xie, Weiye Chen, Erhu He, Xiaowei Jia, Han Bao, Xun Zhou, Rahul Ghosh, Praveen Ravirathinam
Harnessing heterogeneity in space with statistically guided meta-learning. Knowl. Inf. Syst. 65 (6) (2023)
Xun Zhou, Wujin Sun, Xiaodong Shi
A High-Quality Melody-Aware Peking Opera Synthesizer Using Data Augmentation. ICME (2023)
Yingxue Zhang, Yanhua Li, Xun Zhou, Ziming Zhang, Jun Luo
STM-GAIL: Spatial-Temporal Meta-GAIL for Learning Diverse Human Driving Strategies. SDM (2023)
Mingzhi Hu, Zhuoyun Zhong, Xin Zhang, Yanhua Li, Yiqun Xie, Xiaowei Jia, Xun Zhou, Jun Luo
Self-supervised Pre-training for Robust and Generic Spatial-Temporal Representations. ICDM (2023)
Han Bao, Xun Zhou, Yiqun Xie, Yanhua Li, Xiaowei Jia
STORM-GAN+: spatio-temporal meta-GAN for cross-city estimation of heterogeneous human mobility responses to COVID-19. Knowl. Inf. Syst. 65 (11) (2023)
Sheng Dai, Timo Kuosmanen, Xun Zhou
Generalized quantile and expectile properties for shape constrained nonparametric estimation. Eur. J. Oper. Res. 310 (2) (2023)
Xun Zhou, Qingqing Yan, Chengju Liu, Qijun Chen
PUW-Feat: A Progressive and Unified Method for Weakly Supervised Local Feature Learning. SMC (2023)
Mingzhi Hu, Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo
ST-iFGSM: Enhancing Robustness of Human Mobility Signature Identification Model via Spatial-Temporal Iterative FGSM. KDD (2023)
Haoyi Xiong, Xun Zhou, David A. Bennett
Detecting spatiotemporal propagation patterns of traffic congestion from fine-grained vehicle trajectory data. Int. J. Geogr. Inf. Sci. 37 (5) (2023)
Bang An, Xun Zhou, Yongjian Zhong, Tianbao Yang
SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data. CoRR (2023)
Xun Zhou, Miaomiao Liu, Bo Dong, Weizhong Li, Kunfeng Liang
Effects of prefilmer edge configuration on primary liquid film breakup: A lattice Boltzmann study. Comput. Math. Appl. 146 (2023)
Chen Liu, Degang Yang, Liu Tang, Xun Zhou, Yi Deng
A Lightweight Object Detector Based on Spatial-Coordinate Self-Attention for UAV Aerial Images. Remote. Sens. 15 (1) (2023)
Guojun Wu, Xin Zhang, Ziming Zhang, Yanhua Li, Xun Zhou, Christopher G. Brinton, Zhenming Liu
Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution. WACV (2023)
Han Bao, Xun Zhou, Yiqun Xie, Yanhua Li, Xiaowei Jia
STORM-GAN: Spatio-Temporal Meta-GAN for Cross-City Estimation of Human Mobility Responses to COVID-19. CoRR (2023)
Wenqiao Zhu, Yesheng Xu, Xin Huang, Qiyang Min, Xun Zhou
Spherical Graph Embedding for Item Retrieval in Recommendation System. CIKM (2022)
Hongwei Chen, Xun Zhou, Dewei Shi
A Chaotic Antlion Optimization Algorithm for Text Feature Selection. Int. J. Comput. Intell. Syst. 15 (1) (2022)
Yiqun Xie, Erhu He, Xiaowei Jia, Han Bao, Xun Zhou, Rahul Ghosh, Praveen Ravirathinam
Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract). IJCAI (2022)
Xun Zhou, Zhiyang Zhou, Xiaodong Shi
FCH-TTS: Fast, Controllable and High-quality Non-Autoregressive Text-to-Speech Synthesis. IJCNN (2022)
Yingxue Zhang, Yanhua Li, Xun Zhou, Xiangnan Kong, Jun Luo
Off-Deployment Traffic Estimation - A Traffic Generative Adversarial Networks Approach. IEEE Trans. Big Data 8 (4) (2022)
Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo
cGAIL: Conditional Generative Adversarial Imitation Learning - An Application in Taxi Drivers' Strategy Learning. IEEE Trans. Big Data 8 (5) (2022)
Erhu He, Weiye Chen, Yiqun Xie, Han Bao, Xun Zhou, Xiaowei Jia, Zhe Jiang, Rahul Ghosh, Praveen Ravirathinam
Sailing in the location-based fairness-bias sphere. SIGSPATIAL/GIS (2022)
Yingxue Zhang, Yanhua Li, Xun Zhou, Jun Luo, Zhi-Li Zhang
Urban Traffic Dynamics Prediction - A Continuous Spatial-temporal Meta-learning Approach. ACM Trans. Intell. Syst. Technol. 13 (2) (2022)
Yichen Ding, Ziming Zhang, Yanhua Li, Xun Zhou
EgoSpeed-Net: Forecasting Speed-Control in Driver Behavior from Egocentric Video Data. CoRR (2022)
Yichen Ding, Ziming Zhang, Yanhua Li, Xun Zhou
EgoSpeed-net: forecasting speed-control in driver behavior from egocentric video data. SIGSPATIAL/GIS (2022)
Hua Shi, Yan Li, Yi Chen, Yuming Qin, Yifan Tang, Xun Zhou, Ying Zhang, Yun Wu
ToxMVA: An end-to-end multi-view deep autoencoder method for protein toxicity prediction. Comput. Biol. Medicine 151 (Part) (2022)
Yingxue Zhang, Yanhua Li, Xun Zhou, Jun Luo
Mest-GAN: Cross-City Urban Traffic Estimation with Me ta S patial-T emporal G enerative A dversarial N etworks. ICDM (2022)
Han Bao, Xun Zhou, Yiqun Xie, Yingxue Zhang, Yanhua Li
COVID-GAN+: Estimating Human Mobility Responses to COVID-19 through Spatio-temporal Generative Adversarial Networks with Enhanced Features. ACM Trans. Intell. Syst. Technol. 13 (2) (2022)
Yaojia Chen, Yuxin Gong, Lijun Dou, Xun Zhou, Ying Zhang
Bioinformatics analysis methods for cell-free DNA. Comput. Biol. Medicine 143 (2022)
Zhe Jiang, Liang Zhao, Xun Zhou, Robert N. Stewart, Junbo Zhang, Shashi Shekhar, Jieping Ye
DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. KDD (2022)
Xun Zhou, Hongwei Chen, Dewei Shi
A chaotic parallel antlion optimization algorithm for feature selection. GECCO Companion (2022)
Ronilo J. Ragodos, Tong Wang, Qihang Lin, Xun Zhou
ProtoX: Explaining a Reinforcement Learning Agent via Prototyping. NeurIPS (2022)
Yingxue Zhang, Yanhua Li, Xun Zhou, Xiangnan Kong, Jun Luo
STrans-GAN: Spatially-Transferable Generative Adversarial Networks for Urban Traffic Estimation. ICDM (2022)
Han Bao, Xun Zhou, Yiqun Xie, Yanhua Li, Xiaowei Jia
STORM-GAN: Spatio-Temporal Meta-GAN for Cross-City Estimation of Human Mobility Responses to COVID-19. ICDM (2022)
Bang An, Amin Vahedian, Xun Zhou, W. Nick Street, Yanhua Li
HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data. SDM (2022)
Ronilo J. Ragodos, Tong Wang, Qihang Lin, Xun Zhou
ProtoX: Explaining a Reinforcement Learning Agent via Prototyping. CoRR (2022)
Bang An, Amin Vahedian, Xun Zhou, W. Nick Street, Yanhua Li
HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data. CoRR (2022)
Xun Zhou, Bo Dong, Weizhong Li, Kunfeng Liang
Lattice Boltzmann modeling of primary liquid film breakup at the prefilmer edge: Effects of surface wettability. Comput. Math. Appl. 109 (2022)
Hongwei Chen, Honglin Zhou, Meiying Li, Hui Xu, Xun Zhou
Application of Distributed Seagull Optimization Improved Algorithm in Sentiment Tendency Prediction. CISIS (2021)
Xun Zhou, A. Kai Qin, Maoguo Gong, Kay Chen Tan
A Survey on Evolutionary Construction of Deep Neural Networks. IEEE Trans. Evol. Comput. 25 (5) (2021)
Hongwei Chen, Dewei Shi, Xun Zhou, Fengzhou Zhang
A Research on the Application of Adaptive Rotation Deep Forest on Low Dimensional Datasets. EITCE (2021)
Menghai Pan, Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo
Learning Decision Making Strategies of Non-experts: A NEXT-GAIL Model for Taxi Drivers. SIGSPATIAL/GIS (2021)
Amin Vahedian Khezerlou, Xun Zhou, Ling Tong, Yanhua Li, Jun Luo
Forecasting Gathering Events through Trajectory Destination Prediction: A Dynamic Hybrid Model. IEEE Trans. Knowl. Data Eng. 33 (3) (2021)
Balal Mian, Vladislav Toronov, Xun Zhou, Yeni H. Yucel
Optimizing Photoacoustic Tomography: Lymphatic Drainage from the Brain in Pigmented Mice. BIOMESIP (2021)
Ziming Zhang, Guojun Wu, Yanhua Li, Yun Yue, Xun Zhou
Deep Incremental RNN for Learning Sequential Data: A Lyapunov Stable Dynamical System. ICDM (2021)
Xun Zhou, Liang Zhao, Zhe Jiang, Robert N. Stewart, Shashi Shekhar, Jieping Ye
DeepSpatial'21: 2nd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. KDD (2021)
Xun Zhou, A. Kai Qin, Yanan Sun, Kay Chen Tan
A Survey of Advances in Evolutionary Neural Architecture Search. CEC (2021)
Amin Vahedian Khezerlou, Xun Zhou, Xinyi Li, W. Nick Street, Yanhua Li
DILSA+: Predicting Urban Dispersal Events through Deep Survival Analysis with Enhanced Urban Features. ACM Trans. Intell. Syst. Technol. 12 (4) (2021)
Yingxue Zhang, Yanhua Li, Xun Zhou, Zhenming Liu, Jun Luo
-GAN: Complex-Condition-Controlled Urban Traffic Estimation through Generative Adversarial Networks. ICDM (2021)
Amin Vahedian, Xun Zhou
Precise Bayes Classifier: Summary of Results. ICDM (2021)
Xin Zhang, Yanhua Li, Xun Zhou, Oren Mangoubi, Ziming Zhang, Vincent Filardi, Jun Luo
DAC-ML: Domain Adaptable Continuous Meta-Learning for Urban Dynamics Prediction. ICDM (2021)
Yiqun Xie, Xiaowei Jia, Han Bao, Xun Zhou, Jia Yu, Rahul Ghosh, Praveen Ravirathinam
Spatial-Net: A Self-Adaptive and Model-Agnostic Deep Learning Framework for Spatially Heterogeneous Datasets. SIGSPATIAL/GIS (2021)
Xiang An, Bo Dong, Weizhong Li, Xun Zhou, Tao Sun
Simulation of binary droplet collision with different angles based on a pseudopotential multiple-relaxation-time lattice Boltzmann model. Comput. Math. Appl. 92 (2021)
Yiqun Xie, Erhu He, Xiaowei Jia, Han Bao, Xun Zhou, Rahul Ghosh, Praveen Ravirathinam
A Statistically-Guided Deep Network Transformation and Moderation Framework for Data with Spatial Heterogeneity. ICDM (2021)
Yiqun Xie, Xiaowei Jia, Shashi Shekhar, Han Bao, Xun Zhou
Significant DBSCAN+: Statistically Robust Density-based Clustering. ACM Trans. Intell. Syst. Technol. 12 (5) (2021)
Yanqing Lin, Xun Zhou, Wenjie Fan
How Do Customers Respond to Robotic Service? A Scenario-Based Study from the Perspective of Uncertainty Reduction Theory. HICSS (2021)
Yichen Ding, Xun Zhou, Guojun Wu, Yanhua Li, Jie Bao, Yu Zheng, Jun Luo
Mining Spatio-Temporal Reachable Regions With Multiple Sources over Massive Trajectory Data. IEEE Trans. Knowl. Data Eng. 33 (7) (2021)
Timo Kuosmanen, Xun Zhou
Shadow prices and marginal abatement costs: Convex quantile regression approach. Eur. J. Oper. Res. 289 (2) (2021)
Liang Wang, Xiaolong Xue, Xun Zhou
A New Approach for Measuring the Resilience of Transport Infrastructure Networks. Complex. 2020 (2020)
Yingxue Zhang, Yanhua Li, Xun Zhou, Jun Luo
cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction. ICDM (2020)
Xin Zhang, Yanhua Li, Xun Zhou, Ziming Zhang, Jun Luo
TrajGAIL: Trajectory Generative Adversarial Imitation Learning for Long-term Decision Analysis. ICDM (2020)
Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Zhihong Tian, Jun Luo
DHPA: Dynamic Human Preference Analytics Framework: A Case Study on Taxi Drivers' Learning Curve Analysis. ACM Trans. Intell. Syst. Technol. 11 (1) (2020)
Xun Zhou, Huigui Rong, Chang Yang, Qun Zhang, Amin Vahedian Khezerlou, Hui Zheng, Zubair Shafiq, Alex X. Liu
Optimizing Taxi Driver Profit Efficiency: A Spatial Network-Based Markov Decision Process Approach. IEEE Trans. Big Data 6 (1) (2020)
Yichen Ding, Xun Zhou, Han Bao, Yanhua Li, Cara Hamann, Steven Spears, Zhuoning Yuan
Cycling-Net: A Deep Learning Approach to Predicting Cyclist Behaviors from Geo-Referenced Egocentric Video Data. SIGSPATIAL/GIS (2020)
Huimin Ren, Menghai Pan, Yanhua Li, Xun Zhou, Jun Luo
ST-SiameseNet: Spatio-Temporal Siamese Networks for Human Mobility Signature Identification. KDD (2020)
Amr Magdy, Xun Zhou, Daniel B. Neill
Guest Editorial: Special Issue on Analytics for Local Events and News. GeoInformatica 24 (2) (2020)
Han Bao, Xun Zhou, Yingxue Zhang, Yanhua Li, Yiqun Xie
COVID-GAN: Estimating Human Mobility Responses to COVID-19 Pandemic through Spatio-Temporal Conditional Generative Adversarial Networks. SIGSPATIAL/GIS (2020)
Yiqun Xie, Xun Zhou, Shashi Shekhar
Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets. ACM Trans. Intell. Syst. Technol. 11 (1) (2020)
Yingxue Zhang, Yanhua Li, Xun Zhou, Xiangnan Kong, Jun Luo
Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks. KDD (2020)
Xun Zhou, Timo Kuosmanen
What drives decarbonization of new passenger cars? Eur. J. Oper. Res. 284 (3) (2020)
Xiangyu Wang, Kang Zhao, Xun Zhou, W. Nick Street
Predicting User Posting Activities in Online Health Communities with Deep Learning. ACM Trans. Manag. Inf. Syst. 11 (3) (2020)
Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Jie Bao, Yu Zheng, Jun Luo
Is Reinforcement Learning the Choice of Human Learners?: A Case Study of Taxi Drivers. SIGSPATIAL/GIS (2020)
Mingzhou Yang, Yanhua Li, Xun Zhou, Hui Lu, Zhihong Tian, Jun Luo
Inferring Passengers' Interactive Choices on Public Transits via MA-AL: Multi-Agent Apprenticeship Learning. WWW (2020)
Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Jun Luo
xGAIL: Explainable Generative Adversarial Imitation Learning for Explainable Human Decision Analysis. KDD (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xun Zhou