Fan Zhou

273 papers A* 79A 15B 20C 1Misc 8Journal 128Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A uni-factor cancelable palmprint recognition scheme with deep sight network and key-indexed template encoding mechanism.
Inf. Sci.
Md Sabuj Khan, Ting Zhong, Hengjian Li, Fan Zhou, Muhammad Zamir
2026 J jnl
BALANCE: Interpretable breast cancer classification via dual-granularity attention with latent prototype alignment.
Expert Syst. Appl.
Jiati Cai, Yuxun Zhao, Haohan Zhang, Yuxin Tong, Junren Wang, Kunpeng Zhang, Fan Zhou, Jin Yin, Jing Jing
2026 A* conf
Beyond Graph Priors: A Co-Evolving Framework Under Uncertainty for Enterprise Resilience Assessment.
AAAI
Yanzhe Xie, Li Huang, Qiang Gao, Xueqin Chen, Fan Zhou, Kunpeng Zhang
2026 J jnl
Beyond pillars: Advancing 3D object detection with salient voxel enhancement of liDAR-4D radar fusion.
Pattern Recognit.
Pengfei Yang, Feng Wu, Minyang Liu, Ting Zhong, Fan Zhou
2026 J jnl
COMMANDing anomalies: Continual video anomaly detection via dual-memory and temporal mamba modeling.
Neurocomputing
Yan Liu, Kaiju Li, Md Sabuj Khan, Jian Lang, Rongpei Hong, Kunpeng Zhang, Fan Zhou
2026 A* conf
Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs.
AAAI
Liu Yu, Zhonghao Chen, Ping Kuang, Zhikun Feng, Fan Zhou, Lan Wang, Gillian Dobbie
2026 J jnl
Closing the training-sampling gap in conditional diffusion models for versatile image restoration.
Pattern Recognit.
Yue Lei, Jiati Cai, Wenxin Tai, Ting Zhong, Jin Yin, Kunpeng Zhang, Fan Zhou
2026 J jnl
Contextual Masking Distillation for Network Traffic Anomaly Detection.
IEEE Trans. Inf. Forensics Secur.
Xinglin Lian, Yu Zheng, Yan Liu, Fan Zhou, Chunlei Peng, Xinbo Gao
2026 J jnl
DOSE+: A Timestep-Aware Dropout Strategy for Diffusion Models in Speech Enhancement.
IEEE Signal Process. Lett.
Siqi Yang, Jin Wu, Yue Lei, Wenxin Tai, Fan Zhou
2026 J jnl
Enhancing fake news video detection with self-driven question-answer from LMMs.
Inf. Process. Manag.
Fang Liu, Yili Li, Jian Lang, Rongpei Hong, Fan Zhou
2026 A* conf
Evidential Matching, Uncertainty Calibration: Towards Robust Composed Video Retrieval with Noisy Triplets.
WWW
Zhangtao Cheng, Bozhu Zheng, Ting Zhong, Fan Zhou
2026 — conf
From Shallow Humor to Metaphor: Towards Label-Free Harmful Meme Detection via LMM Agent Self-Improvement.
KDD (1)
Jian Lang, Rongpei Hong, Ting Zhong, Leiting Chen, Qiang Gao, Fan Zhou
2026 J jnl
Generalizing across non-stationary series via learning dynamic causal factors.
Pattern Recognit.
Weifeng Zhang, Yan Liu, Xovee Xu, Fan Zhou, Ting Zhong, Kunpeng Zhang
2026 J jnl
Invariant learning improves out-of-distribution generalization for IP geolocation.
Inf. Process. Manag.
Xiaohan Wang, Xueting Liu, Wenxin Tai, Joojo Walker, Yong Wang, Kai Chen, Fan Zhou
2026 A* conf
Learning to Curate Context: Jointly Optimizing Retrieval and Prediction for Multimodal Social Media Popularity.
AAAI
Xovee Xu, Shuojun Lin, Fan Zhou, Jingkuan Song
2026 J jnl
MoCoPCI: Inter-frame motion correlation guided efficient 3D point cloud interpolation.
Pattern Recognit.
Pengfei Yang, Feng Wu, Minyang Liu, Ting Zhong, Fan Zhou
2026 A* conf
Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization.
AAAI
Xiaohan Wang, Zhangtao Cheng, Ting Zhong, Leiting Chen, Fan Zhou
2026 J jnl
Multimodal biometric recognition with cancelable template protection using deep learning and an optimized bloom filter.
Appl. Intell.
Md Sabuj Khan, Ting Zhong, Hengjian Li, Fan Zhou
2026 — conf
Nip Rumors in the Bud: Retrieval-Guided Topic-Level Adaptation for Test-Time Fake News Video Detection.
KDD (1)
Jian Lang, Rongpei Hong, Ting Zhong, Yong Wang, Fan Zhou
2026 J jnl
Nip Rumors in the Bud: Retrieval-Guided Topic-Level Adaptation for Test-Time Fake News Video Detection.
CoRR
Jian Lang, Rongpei Hong, Ting Zhong, Yong Wang, Fan Zhou
2026 J jnl
Noise Resistant Encrypted Malicious Traffic Detection Through Kernel-Enhanced Contrastive View Alignment.
IEEE Trans. Netw.
Meihui Zhong, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou
2026 J jnl
SCOPE-Diff: A spatiotemporal comprehensive perception diffusion framework for video anomaly detection.
Neurocomputing
Jiati Cai, Yuxun Zhao, Yan Liu, Ting Zhong, Fan Zhou
2026 J jnl
Semantic duality in hypergraphs: Uncertainty-aware bipolar evidence aggregation for temporal knowledge graph reasoning.
Expert Syst. Appl.
Bin Chen, Yi Yang, Zhangtao Cheng, Xueting Liu, Yicheng Xin, Kunpeng Zhang, Fan Zhou
2026 A* conf
Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation.
AAAI
Jiao Li, Jian Lang, Xikai Tang, Wenzheng Shu, Ting Zhong, Qiang Gao, Yong Wang, Leiting Chen, Fan Zhou
2026 J jnl
Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation.
CoRR
Jiao Li, Jian Lang, Xikai Tang, Wenzheng Shu, Ting Zhong, Qiang Gao, Yong Wang, Leiting Chen, Fan Zhou
2026 — conf
TAMEing Long Contexts in Personalization: Towards Training-Free and State-Aware MLLM Personalized Assistant.
KDD (1)
Rongpei Hong, Jian Lang, Ting Zhong, Yong Wang, Fan Zhou
2026 J jnl
Toward Non-Linear, Fast, and Multi-Frame 3D Point Cloud Interpolation in Autonomous Driving.
IEEE Trans. Mob. Comput.
Pengfei Yang, Minyang Liu, Kangqi Xu, Ting Zhong, Fan Zhou
2026 J jnl
Tracing paths, pruning noise: Toward robust IP geolocation via topology-guided shaping and refinement.
Inf. Process. Manag.
Xueting Liu, Wenxin Tai, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou
2026 J jnl
Unveiling cross-modal consistency: Taming inter- and intra-modal noise for robust multi-modal knowledge graph completion.
Inf. Process. Manag.
Bin Chen, Hanting Shen, Zhangtao Cheng, Xueting Liu, Ting Zhong, Fan Zhou
2026 J jnl
When graph anomaly breaks the coherence: A multi-evidence approach with language models.
Expert Syst. Appl.
Xuan Cheng, Jiahui Lu, Chunjing Xiao, Meiyi Yang, Meihui Zhong, Fan Zhou
2025 J jnl
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability.
ACM Comput. Surv.
Chengtai Cao, Fan Zhou, Yurou Dai, Jianping Wang, Kunpeng Zhang
2025 J jnl
Adaptive multi-round retrieval with knowledge distillation for sequential recommendation.
J. Intell. Inf. Syst.
Yuhua Mo, Yang Liu, Chaowen Ye, Zhangtao Cheng, Chao Deng, Zhencheng Zhuo, Kaidi Chen, Fan Zhou
2025 J jnl
Amplifying commonsense knowledge via bi-directional relation integrated graph-based contrastive pre-training from large language models.
Inf. Process. Manag.
Liu Yu, Fenghui Tian, Ping Kuang, Fan Zhou
2025 J jnl
Analyzing and Mitigating Repetitions in Trip Recommendation.
CoRR
Wenzheng Shu, Kangqi Xu, Wenxin Tai, Ting Zhong, Yong Wang, Fan Zhou
2025 J jnl
Augmented graph information bottleneck with type-aware periodicity heterogeneity for explainable crime prediction.
Inf. Process. Manag.
Hongzhu Fu, Yutao Wei, Gege Chen, Xing He, Qiang Gao, Fan Zhou
2025 A* conf
Bimodal Debiasing for Text-to-Image Diffusion: Adaptive Guidance in Textual and Visual Spaces.
ACM Multimedia
Liu Yu, Jiajun Sun, Ping Kuang, Rui Zhou, Fan Zhou, Zhikun Feng
2025 A* conf
Biting Off More Than You Can Detect: Retrieval-Augmented Multimodal Experts for Short Video Hate Detection.
WWW
Jian Lang, Rongpei Hong, Jin Xu, Yili Li, Xovee Xu, Fan Zhou
2025 Misc conf
Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences.
ICASSP
Liu Yu, Ludie Guo, Ping Kuang, Fan Zhou
2025 J jnl
Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences.
CoRR
Liu Yu, Ludie Guo, Ping Kuang, Fan Zhou
2025 J jnl
Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs.
CoRR
Liu Yu, Zhonghao Chen, Ping Kuang, Zhikun Feng, Fan Zhou, Lan Wang, Gillian Dobbie
2025 Misc conf
Commonality Augmented Disentanglement for Multimodal Crowdfunding Success Prediction.
ICASSP
Jiayang Li, Xovee Xu, Yili Li, Ting Zhong, Kunpeng Zhang, Fan Zhou
2025 J jnl
Compose Yourself: Average-Velocity Flow Matching for One-Step Speech Enhancement.
CoRR
Gang Yang, Yue Lei, Wenxin Tai, Jin Wu, Jia Chen, Ting Zhong, Fan Zhou
2025 A conf
Dancing with Noise: Advancing Generative Speech Enhancement with Distribution Augmentation.
ICME
Yue Lei, Siqi Yang, Wenxin Tai, Xueting Liu, Ting Zhong, Fan Zhou
2025 A conf
Decoding Emotional Silences: Reliable Multimodal Sentiment Analysis with Bipolar Uncertainty.
ICME
Yutao Wei, Hongzhu Fu, Yuxiang Li, Yichen Xin, Xovee Xu, Fan Zhou, Ting Zhong
2025 J jnl
Disentangling Inter- and Intra-Cascades Dynamics for Information Diffusion Prediction.
IEEE Trans. Knowl. Data Eng.
Zhangtao Cheng, Yang Liu, Ting Zhong, Kunpeng Zhang, Fan Zhou, Philip S. Yu
2025 B conf
Distilled Multimodal Retrieval Augmentation for User Engagement Prediction.
GLOBECOM
Hongzhu Fu, Yutao Wei, Zhangtao Cheng, Yang Liu, Xing He, Ting Zhong, Fan Zhou
2025 J jnl
Do not wait: Preemptive rumor detection with cooperative LLMs and accessible social context.
Inf. Process. Manag.
Junyi Chen, Leyuan Liu, Fan Zhou
2025 J jnl
DucDiff: Dual-Consistent Diffusion for Uncertainty-Aware Information Diffusion Prediction.
IEEE Trans. Big Data
Ting Zhong, Wenxue Ye, Shichong Li, Yang Liu, Zhangtao Cheng, Fan Zhou, Xueqin Chen
2025 A* conf
Echoes in the Feed: Evolution-aware Prompt-augmented Micro-video Popularity Prediction.
SIGIR
Wei Chen, Jiao Li, Jian Lang, Zhangtao Cheng, Yong Wang, Fan Zhou
2025 A conf
Efficient Diffusion Bridge with Initial-Value Correction Strategy for Super-Resolution.
ICME
Jiati Cai, Yue Lei, Wenxin Tai, Xing He, Ting Zhong, Jia Chen, Fan Zhou
2025 B conf
Enhancing Graph Unlearning with Semantic and Structural Counterfactual Distillation.
GLOBECOM
Jinyu Hong, Bin Chen, Xing He, Meihui Zhong, Ting Zhong, Fan Zhou
2025 J jnl
Extracting key insights from earnings call transcript via information-theoretic contrastive learning.
Inf. Process. Manag.
Yanlong Huang, Wenxin Tai, Fan Zhou, Qiang Gao, Ting Zhong, Kunpeng Zhang
2025 A* conf
Facing Anomalies Head-On: Network Traffic Anomaly Detection via Uncertainty-Inspired Inter-Sample Differences.
WWW
Xinglin Lian, Chengtai Cao, Yan Liu, Xovee Xu, Yu Zheng, Fan Zhou
2025 A* conf
Following Clues, Approaching the Truth: Explainable Micro-Video Rumor Detection via Chain-of-Thought Reasoning.
WWW
Rongpei Hong, Jian Lang, Jin Xu, Zhangtao Cheng, Ting Zhong, Fan Zhou
2025 J jnl
From Shallow Humor to Metaphor: Towards Label-Free Harmful Meme Detection via LMM Agent Self-Improvement.
CoRR
Jian Lang, Rongpei Hong, Ting Zhong, Leiting Chen, Qiang Gao, Fan Zhou
2025 — conf
Generative Thinking, Corrective Action: User-Friendly Composed Image Retrieval via Automatic Multi-Agent Collaboration.
KDD (2)
Zhangtao Cheng, Yuhao Ma, Jian Lang, Kunpeng Zhang, Ting Zhong, Yong Wang, Fan Zhou
2025 J jnl
Graph-Enhanced Multi-Scale Contrastive Learning for Graph Anomaly Detection With Adaptive Diffusion Models.
IEEE Trans. Big Data
Chunjing Xiao, Yao Tong, Jiahui Lu, Yuxia Xue, Wenxin Tai, Zhangtao Cheng, Fan Zhou
2025 — conf
Hate Speech Detection in Somali-English Code-Switched Texts.
NLPCC (3)
Abdisalam Badel, Ting Zhong, Xovee Xu, Wenxin Tai, Fan Zhou
2025 A* conf
Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation.
AAAI
Xovee Xu, Yifan Zhang, Fan Zhou, Jingkuan Song
2025 A* conf
In-context Prompt-augmented Micro-video Popularity Prediction.
AAAI
Zhangtao Cheng, Jiao Li, Jian Lang, Ting Zhong, Fan Zhou
2025 J jnl
Information diffusion prediction via meta-knowledge learners.
Inf. Sci.
Zhangtao Cheng, Jienan Zhang, Xovee Xu, Wenxin Tai, Fan Zhou, Goce Trajcevski, Ting Zhong
2025 A conf
Knowledge Graphs Acquisition via Forward-Reverse Relation Enhanced Contrastive Pretraining from Large-scale Models.
ICME
Liu Yu, Fenghui Tian, Ping Kuang, Zhikun Feng, Fan Zhou
2025 J jnl
Learning to discover anomalous spatiotemporal trajectory via Open-world State Space model.
Knowl. Based Syst.
Qiang Gao, Chaoran Liu, Li Huang, Goce Trajcevski, Qing Guo, Fan Zhou
2025 J jnl
Mapping the unseen: Robust IP geolocation through the lens of uncertainty quantification.
Comput. Networks
Xueting Liu, Xiaohan Wang, Chao Li, Joojo Walker, Wenxin Tai, Ting Zhong, Yong Wang, Fan Zhou, Kai Chen
2025 A conf
Missing Pieces, Complete Picture: Navigating Micro-Video Popularity with Flexible Mixture of Modality Experts.
ICME
Yang Liu, Zhangtao Cheng, Bin Chen, Yan Liu, Xing He, Ting Zhong, Fan Zhou
2025 J jnl
Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization.
CoRR
Xiaohan Wang, Zhangtao Cheng, Ting Zhong, Leiting Chen, Fan Zhou
2025 A conf
Navigating the Implicit Map: Community-Aware Disentangled Experts for Multi-Modal Knowledge Graph Completion.
ICME
Shichong Li, Bin Chen, Yichen Xin, Zhangtao Cheng, Qing Chen, Ting Zhong, Fan Zhou
2025 B conf
PINGeo: Towards Robust IP Geolocation with Adaptive Graph Pruning.
GLOBECOM
Xueting Liu, Xiaohan Wang, Joojo Walker, Ting Zhong, Yong Wang, Fan Zhou, Kai Chen
2025 J jnl
Precision through progression: Empowering temporal knowledge graph reasoning with knowledge-guided chain of thought.
Knowl. Based Syst.
Zhangtao Cheng, Shichong Li, Yichen Xin, Bin Chen, Ting Zhong, Fan Zhou
2025 J jnl
Progressive Skip Connection Improves Consistency of Diffusion-Based Speech Enhancement.
IEEE Signal Process. Lett.
Yue Lei, Xucheng Luo, Wenxin Tai, Fan Zhou
2025 A conf
REAL: Retrieval-Augmented Prototype Alignment for Improved Fake News Video Detection.
ICME
Yili Li, Jian Lang, Rongpei Hong, Qing Chen, Zhangtao Cheng, Jia Chen, Ting Zhong, Fan Zhou
2025 — conf
REDEEMing Modality Information Loss: Retrieval-Guided Conditional Generation for Severely Modality Missing Learning.
KDD (2)
Jian Lang, Rongpei Hong, Zhangtao Cheng, Ting Zhong, Yong Wang, Fan Zhou
2025 J jnl
Reconciling Attribute and Structural Anomalies for Improved Graph Anomaly Detection.
CoRR
Chunjing Xiao, Jiahui Lu, Xovee Xu, Fan Zhou, Tianshu Xie, Wei Lu, Lifeng Xu
2025 J jnl
Reconciling Attribute and Structural Anomalies for Improved Graph Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Chunjing Xiao, Jiahui Lu, Xovee Xu, Fan Zhou, Tianshu Xie, Wei Lu, Lifeng Xu
2025 A* conf
Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs.
ICML
Wenxin Tai, Ting Zhong, Goce Trajcevski, Fan Zhou
2025 A* conf
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning.
AAAI
Jian Lang, Zhangtao Cheng, Ting Zhong, Fan Zhou
2025 J jnl
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning.
CoRR
Jian Lang, Zhangtao Cheng, Ting Zhong, Fan Zhou
2025 — conf
Reward Balancing Revisited: Enhancing Offline Reinforcement Learning for Recommender Systems.
WWW (Companion Volume)
Wenzheng Shu, Yanxiang Zeng, Yongxiang Tang, Teng Sha, Ning Luo, Yanhua Cheng, Xialong Liu, Fan Zhou, Peng Jiang
2025 J jnl
Reward Balancing Revisited: Enhancing Offline Reinforcement Learning for Recommender Systems.
CoRR
Wenzheng Shu, Yanxiang Zeng, Yongxiang Tang, Teng Sha, Ning Luo, Yanhua Cheng, Xialong Liu, Fan Zhou, Peng Jiang
2025 J jnl
Secure and cancelable fingerprint templates with privacy-preserving mapping and template encoding.
J. Inf. Secur. Appl.
Md Sabuj Khan, Ting Zhong, Fan Zhou, Hengjian Li
2025 — conf
Seeing the Unseen in Micro-Video Popularity Prediction: Self-Correlation Retrieval for Missing Modality Generation.
KDD (1)
Zhangtao Cheng, Jian Lang, Ting Zhong, Fan Zhou
2025 — conf
Selective Anomalous Information Filtering for Enhancing Unsupervised Graph Anomaly Detection.
ICC
Gege Chen, Yuhao Ma, Meihui Zhong, Wenxin Tai, Bin Chen, Ting Zhong, Fan Zhou
2025 J jnl
TAMEing Long Contexts in Personalization: Towards Training-Free and State-Aware MLLM Personalized Assistant.
CoRR
Rongpei Hong, Jian Lang, Ting Zhong, Yong Wang, Fan Zhou
2025 — conf
Towards Self-Explainable Information Cascade Popularity Prediction.
ICC
Yang Liu, Zhangtao Cheng, Chenyang Yin, Yichen Xin, Zhonghai He, Fan Zhou
2025 B conf
You Only Query Twice: Multimodal Rumor Detection via Evidential Evaluation from Dual Perspectives.
COLING
Junyi Chen, Leyuan Liu, Tian Lan, Fan Zhou, Xiaosong Zhang
2024 A* conf
Amplifying Diversity and Quality in Commonsense Knowledge Graph Completion (Student Abstract).
AAAI
Liu Yu, Fenghui Tian, Ping Kuang, Fan Zhou
2024 A* conf
Analyzing and Mitigating Repetitions in Trip Recommendation.
SIGIR
Wenzheng Shu, Kangqi Xu, Wenxin Tai, Ting Zhong, Yong Wang, Fan Zhou
2024 A* conf
Biases Mitigation and Expressiveness Preservation in Language Models: A Comprehensive Pipeline (Student Abstract).
AAAI
Liu Yu, Ludie Guo, Ping Kuang, Fan Zhou
2024 J jnl
Controlled graph neural networks with denoising diffusion for anomaly detection.
Expert Syst. Appl.
Xuan Li, Chunjing Xiao, Ziliang Feng, Shikang Pang, Wenxin Tai, Fan Zhou
2024 J jnl
Counterfactual Data Augmentation With Denoising Diffusion for Graph Anomaly Detection.
IEEE Trans. Comput. Soc. Syst.
Chunjing Xiao, Shikang Pang, Xovee Xu, Xuan Li, Goce Trajcevski, Fan Zhou
2024 J jnl
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection.
CoRR
Chunjing Xiao, Shikang Pang, Xovee Xu, Xuan Li, Goce Trajcevski, Fan Zhou
2024 J jnl
Data Issues in High-Definition Maps Furniture - A Survey.
ACM Trans. Spatial Algorithms Syst.
Andi Zang, Runsheng Xu, Goce Trajcevski, Fan Zhou
2024 A* conf
Decoupling User Relationships Guides Information Diffusion Prediction (Student Abstract).
AAAI
Wenxue Ye, Shichong Li, Zhangtao Cheng, Xovee Xu, Ting Zhong, Bei Hui, Fan Zhou
2024 B conf
Denoising Propagation Uncertainty for Information Source Localization.
GLOBECOM
Leyuan Liu, Zhangtao Cheng, Xovee Xu, Fan Zhou
2024 A* conf
Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract).
AAAI
Jinyu Hong, Ping Kuang, Qiang Gao, Fan Zhou
2024 A* conf
Enhancing Fine-Grained Urban Flow Inference via Incremental Neural Operator.
IJCAI
Qiang Gao, Xiaolong Song, Li Huang, Goce Trajcevski, Fan Zhou, Xueqin Chen
2024 Misc conf
Exploring Self-Explainable Street-Level IP Geolocation with Graph Information Bottleneck.
ICASSP
Kai Yang, Wenxin Tai, Zhenhui Li, Ting Zhong, Guangqiang Yin, Yong Wang, Fan Zhou
2024 A* conf
Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract).
AAAI
Shikang Pang, Chunjing Xiao, Wenxin Tai, Zhangtao Cheng, Fan Zhou
2024 J jnl
Inferring Real Mobility in Presence of Fake Check-ins Data.
ACM Trans. Intell. Syst. Technol.
Qiang Gao, Hongzhu Fu, Kunpeng Zhang, Goce Trajcevski, Xu Teng, Fan Zhou
2024 J jnl
Information Cascade Popularity Prediction via Probabilistic Diffusion.
IEEE Trans. Knowl. Data Eng.
Zhangtao Cheng, Fan Zhou, Xovee Xu, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Philip S. Yu
2024 A* conf
Information Diffusion Prediction via Cascade-Retrieved In-context Learning.
SIGIR
Ting Zhong, Jienan Zhang, Zhangtao Cheng, Fan Zhou, Xueqin Chen
2024 A* conf
Interpreting Temporal Knowledge Graph Reasoning (Student Abstract).
AAAI
Bin Chen, Kai Yang, Wenxin Tai, Zhangtao Cheng, Leyuan Liu, Ting Zhong, Fan Zhou
2024 J jnl
Learning Spatiotemporal Manifold Representation for Probabilistic Land Deformation Prediction.
IEEE Trans. Cybern.
Xovee Xu, Ting Zhong, Fan Zhou, Rongfan Li, Goce Trajcevski, Qinggang Meng
2024 J jnl
Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-Level Anomaly Detection.
CoRR
Chunjing Xiao, Shikang Pang, Wenxin Tai, Yanlong Huang, Goce Trajcevski, Fan Zhou
2024 A* conf
Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection.
KDD
Chunjing Xiao, Shikang Pang, Wenxin Tai, Yanlong Huang, Goce Trajcevski, Fan Zhou
2024 — conf
Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoning.
EMNLP (Findings)
Bin Chen, Chunjing Xiao, Fan Zhou
2024 J jnl
Overcoming Catastrophic Forgetting in Continual Fine-Grained Urban Flow Inference.
ACM Trans. Spatial Algorithms Syst.
Xovee Xu, Ting Zhong, Haoyang Yu, Fan Zhou, Goce Trajcevski
2024 J jnl
PGSL: A probabilistic graph diffusion model for source localization.
Expert Syst. Appl.
Xovee Xu, Tangjiang Qian, Zhe Xiao, Ni Zhang, Jin Wu, Fan Zhou
2024 J jnl
Predicting Human Mobility via Self-Supervised Disentanglement Learning.
IEEE Trans. Knowl. Data Eng.
Qiang Gao, Jinyu Hong, Xovee Xu, Ping Kuang, Fan Zhou, Goce Trajcevski
2024 A* conf
Predicting Micro-video Popularity via Multi-modal Retrieval Augmentation.
SIGIR
Ting Zhong, Jian Lang, Yifan Zhang, Zhangtao Cheng, Kunpeng Zhang, Fan Zhou
2024 A conf
RRE: A Relevance Relation Extraction Framework for Cross-domain Recommender System at Alipay.
ICME
Jiayang Gu, Xovee Xu, Yulu Tian, Yurun Hu, Jiadong Huang, Wenliang Zhong, Fan Zhou, Lianli Gao
2024 J jnl
Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks.
Inf. Fusion
Qiang Gao, Xinzhu Zhou, Li Huang, Kunpeng Zhang, Siyuan Liu, Fan Zhou
2024 A* conf
Retrieval-Augmented Hypergraph for Multimodal Social Media Popularity Prediction.
KDD
Zhangtao Cheng, Jienan Zhang, Xovee Xu, Goce Trajcevski, Ting Zhong, Fan Zhou
2024 J jnl
Score-based Graph Learning for Urban Flow Prediction.
ACM Trans. Intell. Syst. Technol.
Pengyu Wang, Xucheng Luo, Wenxin Tai, Kunpeng Zhang, Goce Trajcevski, Fan Zhou
2024 A* conf
Self-Explainable Next POI Recommendation.
SIGIR
Kai Yang, Yi Yang, Qiang Gao, Ting Zhong, Yong Wang, Fan Zhou
2024 A* conf
Shallow Diffusion for Fast Speech Enhancement (Student Abstract).
AAAI
Yue Lei, Bin Chen, Wenxin Tai, Ting Zhong, Fan Zhou
2024 A* conf
Spatial-Temporal Augmentation for Crime Prediction (Student Abstract).
AAAI
Hongzhu Fu, Fan Zhou, Qing Guo, Qiang Gao
2023 A* conf
A Probabilistic Graph Diffusion Model for Source Localization (Student Abstract).
AAAI
Tangjiang Qian, Xovee Xu, Zhe Xiao, Ting Zhong, Fan Zhou
2023 J jnl
Adversarial Human Trajectory Learning for Trip Recommendation.
IEEE Trans. Neural Networks Learn. Syst.
Qiang Gao, Fan Zhou, Kunpeng Zhang, Fengli Zhang, Goce Trajcevski
2023 J jnl
CCGL: Contrastive Cascade Graph Learning.
IEEE Trans. Knowl. Data Eng.
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu
2023 J jnl
CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction.
IEEE Trans. Knowl. Data Eng.
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu, Goce Trajcevski
2023 A* conf
CasODE: Modeling Irregular Information Cascade via Neural Ordinary Differential Equations (Student Abstract).
AAAI
Zhangtao Cheng, Xovee Xu, Ting Zhong, Fan Zhou, Goce Trajcevski
2023 — conf
Causal-Debias: Unifying Debiasing in Pretrained Language Models and Fine-tuning via Causal Invariant Learning.
ACL (1)
Fan Zhou, Yuzhou Mao, Liu Yu, Yi Yang, Ting Zhong
2023 J jnl
Counterfactual Graph Learning for Anomaly Detection on Attributed Networks.
IEEE Trans. Knowl. Data Eng.
Chunjing Xiao, Xovee Xu, Yue Lei, Kunpeng Zhang, Siyuan Liu, Fan Zhou
2023 A* conf
DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement.
NeurIPS
Wenxin Tai, Yue Lei, Fan Zhou, Goce Trajcevski, Ting Zhong
2023 A* conf
Debiasing Intrinsic Bias and Application Bias Jointly via Invariant Risk Minimization (Student Abstract).
AAAI
Yuzhou Mao, Liu Yu, Yi Yang, Fan Zhou, Ting Zhong
2023 Misc conf
Diffusion Probabilistic Modeling for Fine-Grained Urban Traffic Flow Inference with Relaxed Structural Constraint.
ICASSP
Xovee Xu, Yutao Wei, Pengyu Wang, Xucheng Luo, Fan Zhou, Goce Trajcevski
2023 A* conf
DyCVAE: Learning Dynamic Causal Factors for Non-stationary Series Domain Generalization (Student Abstract).
AAAI
Weifeng Zhang, Zhiyuan Wang, Kunpeng Zhang, Ting Zhong, Fan Zhou
2023 J jnl
Dynamic transformer ODEs for large-scale reservoir inflow forecasting.
Knowl. Based Syst.
Xovee Xu, Zhiyuan Wang, Fan Zhou, Ying Huang, Ting Zhong, Goce Trajcevski
2023 A conf
Enhancing Information Diffusion Prediction with Self-Supervised Disentangled User and Cascade Representations.
CIKM
Zhangtao Cheng, Wenxue Ye, Leyuan Liu, Wenxin Tai, Fan Zhou
2023 A* conf
Enhancing Knowledge Transfer for Task Incremental Learning with Data-free Subnetwork.
NeurIPS
Qiang Gao, Xiaojun Shan, Yuchen Zhang, Fan Zhou
2023 A* conf
Exploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract).
AAAI
Yi He, Wenxin Tai, Fan Zhou, Yi Yang
2023 J jnl
Exploring indirect entity relations for knowledge graph enhanced recommender system.
Expert Syst. Appl.
Zhonghai He, Bei Hui, Shengming Zhang, Chunjing Xiao, Ting Zhong, Fan Zhou
2023 J jnl
Improving session-based recommendation with contrastive learning.
User Model. User Adapt. Interact.
Wenxin Tai, Tian Lan, Zufeng Wu, Pengyu Wang, Yixiang Wang, Fan Zhou
2023 A* conf
Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models.
KDD
Chunjing Xiao, Zehua Gou, Wenxin Tai, Kunpeng Zhang, Fan Zhou
2023 A* conf
Learning Dynamic Temporal Relations with Continuous Graph for Multivariate Time Series Forecasting (Student Abstract).
AAAI
Zhiyuan Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
2023 A conf
MDCC: A Multimodal Dynamic Dataset for Donation-based Crowdfunding Campaigns.
CIKM
Xovee Xu, Jiayang Li, Fan Zhou
2023 J jnl
MetaGeo: A General Framework for Social User Geolocation Identification With Few-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst.
Fan Zhou, Xiuxiu Qi, Kunpeng Zhang, Goce Trajcevski, Ting Zhong
2023 A* conf
Mixup-based Unified Framework to Overcome Gender Bias Resurgence.
SIGIR
Liu Yu, Yuzhou Mao, Jin Wu, Fan Zhou
2023 A* conf
Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract).
AAAI
Jinyu Hong, Fan Zhou, Qiang Gao, Ping Kuang, Kunpeng Zhang
2023 — conf
Multi-modal Representation Learning for Social Post Location Inference.
ICC
Ruiting Dai, Jiayi Luo, Xucheng Luo, Lisi Mo, Wanlun Ma, Fan Zhou
2023 J jnl
Multi-modal Representation Learning for Social Post Location Inference.
CoRR
Ruiting Dai, Jiayi Luo, Xucheng Luo, Lisi Mo, Wanlun Ma, Fan Zhou
2023 A* conf
Open Anomalous Trajectory Recognition via Probabilistic Metric Learning.
IJCAI
Qiang Gao, Xiaohan Wang, Chaoran Liu, Goce Trajcevski, Li Huang, Fan Zhou
2023 A* conf
Overcoming Forgetting in Fine-Grained Urban Flow Inference via Adaptive Knowledge Replay.
AAAI
Haoyang Yu, Xovee Xu, Ting Zhong, Fan Zhou
2023 B conf
RIPGeo: Robust Street-Level IP Geolocation.
MDM
Wenxin Tai, Bin Chen, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou
2023 J jnl
Reservoir Inflow Forecasting in Hydropower Industry: A Generative Flow-Based Approach.
IEEE Trans. Ind. Informatics
Fan Zhou, Zhiyuan Wang, Dajiang Chen, Kuan Zhang
2023 A* conf
Revisiting Denoising Diffusion Probabilistic Models for Speech Enhancement: Condition Collapse, Efficiency and Refinement.
AAAI
Wenxin Tai, Fan Zhou, Goce Trajcevski, Ting Zhong
2023 J jnl
Self-Supervised Few-Shot Time-Series Segmentation for Activity Recognition.
IEEE Trans. Mob. Comput.
Chunjing Xiao, Shiming Chen, Fan Zhou, Jie Wu
2023 B conf
Self-Supervised Rumor Detection with Augmented Variational Graphs.
GLOBECOM
Leyuan Liu, Junyi Chen, Liu Yu, Fan Zhou
2023 J jnl
Semi-Supervised Anomaly Detection Via Neural Process.
IEEE Trans. Knowl. Data Eng.
Fan Zhou, Guanyu Wang, Kunpeng Zhang, Siyuan Liu, Ting Zhong
2023 A conf
Simplifying Temporal Heterogeneous Network for Continuous-Time Link prediction.
CIKM
Ce Li, Rongpei Hong, Xovee Xu, Goce Trajcevski, Fan Zhou
2023 A* conf
Somali Information Retrieval Corpus: Bridging the Gap between Query Translation and Dedicated Language Resources.
EMNLP
Abdisalam Badel, Ting Zhong, Wenxin Tai, Fan Zhou
2023 J jnl
Spatial-Temporal Contrasting for Fine-Grained Urban Flow Inference.
IEEE Trans. Big Data
Xovee Xu, Zhiyuan Wang, Qiang Gao, Ting Zhong, Bei Hui, Fan Zhou, Goce Trajcevski
2023 A conf
Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning.
CIKM
Leyuan Liu, Junyi Chen, Zhangtao Cheng, Wenxin Tai, Fan Zhou
2023 — conf
Trajectory-User Linking via Trajectory Convolution.
ICC
Xucheng Luo, Yan Wu, Jin Wu, Fan Zhou
2023 A* conf
TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation.
KDD
Wenxin Tai, Bin Chen, Fan Zhou, Ting Zhong, Goce Trajcevski, Yong Wang, Kai Chen
2023 J jnl
Uncertainty-Aware Heterogeneous Representation Learning in POI Recommender Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Fan Zhou, Tangjiang Qian, Yuhua Mo, Zhangtao Cheng, Chunjing Xiao, Jin Wu, Goce Trajcevski
2023 J jnl
When Friendship Meets Sequential Human Check-ins: Inferring Social Circles with Variational Mobility.
Neurocomputing
Qiang Gao, Fan Zhou, Xin Yang, Guisong Liu
2022 J jnl
A New Abnormal Node Detection Method With Dynamic Hoeffding Test.
IEEE Wirel. Commun. Lett.
Yingying Huangfu, Liang Zhou, Fan Zhou
2022 A* conf
A Probabilistic Framework for Land Deformation Prediction (Student Abstract).
AAAI
Rongfan Li, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
2022 J jnl
A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances.
ACM Comput. Surv.
Fan Zhou, Xovee Xu, Goce Trajcevski, Kunpeng Zhang
2022 J jnl
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability.
CoRR
Chengtai Cao, Fan Zhou, Yurou Dai, Jianping Wang
2022 A* conf
CausalRD: A Causal View of Rumor Detection via Eliminating Popularity and Conformity Biases.
INFOCOM
Weifeng Zhang, Ting Zhong, Ce Li, Kunpeng Zhang, Fan Zhou
2022 A* conf
Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract).
AAAI
Guanyu Wang, Xovee Xu, Ting Zhong, Fan Zhou
2022 A* conf
Connecting the Hosts: Street-Level IP Geolocation with Graph Neural Networks.
KDD
Zhiyuan Wang, Fan Zhou, Wenxuan Zeng, Goce Trajcevski, Chunjing Xiao, Yong Wang, Kai Chen
2022 J jnl
Contextual spatio-temporal graph representation learning for reinforced human mobility mining.
Inf. Sci.
Qiang Gao, Fan Zhou, Ting Zhong, Goce Trajcevski, Xin Yang, Tianrui Li
2022 J jnl
Contrastive Trajectory Learning for Tour Recommendation.
ACM Trans. Intell. Syst. Technol.
Fan Zhou, Pengyu Wang, Xovee Xu, Wenxin Tai, Goce Trajcevski
2022 A* conf
Dynamic Manifold Learning for Land Deformation Forecasting.
AAAI
Fan Zhou, Rongfan Li, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
2022 A* conf
Fine-Grained Urban Flow Inference via Normalizing Flow (Student Abstract).
AAAI
Haoyang Yu, Xovee Xu, Ting Zhong, Fan Zhou
2022 J jnl
Forgetting Prevention for Cross-regional Fraud Detection with Heterogeneous Trade Graph.
CoRR
Yujie Li, Yuxuan Yang, Xin Yang, Qiang Gao, Fan Zhou
2022 J jnl
Heterogeneous dynamical academic network for learning scientific impact propagation.
Knowl. Based Syst.
Xovee Xu, Ting Zhong, Ce Li, Goce Trajcevski, Fan Zhou
2022 J jnl
HydroFlow: Towards probabilistic electricity demand prediction using variational autoregressive models and normalizing flows.
Int. J. Intell. Syst.
Fan Zhou, Zhiyuan Wang, Ting Zhong, Goce Trajcevski, Ashfaq Khokhar
2022 J jnl
Identifying IP Usage Scenarios: Problems, Data, and Benchmarks.
IEEE Netw.
Fan Zhou, Weifeng Zhang, Yong Wang, Ting Zhong, Goce Trajcevski, Ashfaq Khokhar
2022 J jnl
Identifying user geolocation with Hierarchical Graph Neural Networks and explainable fusion.
Inf. Fusion
Fan Zhou, Tianliang Wang, Ting Zhong, Goce Trajcevski
2022 J jnl
Implicit optimal variational collaborative filtering.
Complex Intell. Syst.
Joojo Walker, Fan Zhou, Edward Yellakuor Baagyere, Emmanuel Ahene, Fengli Zhang
2022 J jnl
Incorporating Interactive Facts for Stock Selection via Neural Recursive ODEs.
CoRR
Qiang Gao, Xinzhu Zhou, Kunpeng Zhang, Li Huang, Siyuan Liu, Fan Zhou
2022 B conf
Integrating Heterogeneous Sources for Learned Prediction of Vehicular Data Consumption.
MDM
Andi Zang, Xiaofeng Zhu, Ce Li, Fan Zhou, Goce Trajcevski
2022 J jnl
Landslide Displacement Prediction via Attentive Graph Neural Network.
Remote. Sens.
Ping Kuang, Rongfan Li, Ying Huang, Jin Wu, Xucheng Luo, Fan Zhou
2022 A* conf
Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract).
AAAI
Zhiyuan Wang, Fan Zhou, Kunpeng Zhang, Yong Wang
2022 A* conf
Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract).
AAAI
Zhangtao Cheng, Ting Zhong, Kunpeng Zhang, Joojo Walker, Fan Zhou
2022 A* conf
Learning Latent Seasonal-Trend Representations for Time Series Forecasting.
NeurIPS
Zhiyuan Wang, Xovee Xu, Weifeng Zhang, Goce Trajcevski, Ting Zhong, Fan Zhou
2022 J jnl
Learning Sentimental and Financial Signals With Normalizing Flows for Stock Movement Prediction.
IEEE Signal Process. Lett.
Wenxin Tai, Ting Zhong, Yuhua Mo, Fan Zhou
2022 A* conf
Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract).
AAAI
Liu Yu, Xovee Xu, Ting Zhong, Goce Trajcevski, Fan Zhou
2022 J jnl
MetaMove: On Improving Human Mobility Classification and Prediction via Metalearning.
IEEE Trans. Cybern.
Fan Zhou, Xin Liu, Ting Zhong, Goce Trajcevski
2022 A* conf
Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning.
KDD
Rongfan Li, Ting Zhong, Xinke Jiang, Goce Trajcevski, Jin Wu, Fan Zhou
2022 B conf
Modeling Multi-View Interactions with Contrastive Graph Learning for Collaborative Filtering.
IJCNN
Zhangtao Cheng, Joojo Walker, Ting Zhong, Fan Zhou
2022 J jnl
Multi-scale graph capsule with influence attention for information cascades prediction.
Int. J. Intell. Syst.
Xueqin Chen, Fengli Zhang, Fan Zhou, Marcello M. Bonsangue
2022 J jnl
Multi-view learning with distinguishable feature fusion for rumor detection.
Knowl. Based Syst.
Xueqin Chen, Fan Zhou, Goce Trajcevski, Marcello M. Bonsangue
2022 A* conf
PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model.
AAAI
Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fan Zhou
2022 J jnl
Predicting Human Mobility via Self-supervised Disentanglement Learning.
CoRR
Qiang Gao, Jinyu Hong, Xovee Xu, Ping Kuang, Fan Zhou, Goce Trajcevski
2022 Misc conf
Probabilistic Fine-Grained Urban Flow Inference with Normalizing Flows.
ICASSP
Ting Zhong, Haoyang Yu, Rongfan Li, Xovee Xu, Xucheng Luo, Fan Zhou
2022 — conf
Recommendation via Collaborative Diffusion Generative Model.
KSEM (3)
Joojo Walker, Ting Zhong, Fengli Zhang, Qiang Gao, Fan Zhou
2022 J jnl
Social-trust-aware variational recommendation.
Int. J. Intell. Syst.
Joojo Walker, Fengli Zhang, Fan Zhou, Ting Zhong
2022 J jnl
Transformer-enhanced Hawkes process with decoupling training for information cascade prediction.
Knowl. Based Syst.
Liu Yu, Xovee Xu, Goce Trajcevski, Fan Zhou
2022 J jnl
Variational cold-start resistant recommendation.
Inf. Sci.
Joojo Walker, Fengli Zhang, Ting Zhong, Fan Zhou, Edward Yellakuor Baagyere
2021 J jnl
CCGL: Contrastive Cascade Graph Learning.
CoRR
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu
2021 J jnl
Catch me if you can: A participant-level rumor detection framework via fine-grained user representation learning.
Inf. Process. Manag.
Xueqin Chen, Fan Zhou, Fengli Zhang, Marcello M. Bonsangue
2021 A* conf
Decoupling Representation and Regressor for Long-Tailed Information Cascade Prediction.
SIGIR
Fan Zhou, Liu Yu, Xovee Xu, Goce Trajcevski
2021 J jnl
DeepSeg: Deep-Learning-Based Activity Segmentation Framework for Activity Recognition Using WiFi.
IEEE Internet Things J.
Chunjing Xiao, Yue Lei, Yongsen Ma, Fan Zhou, Zhiguang Qin
2021 B conf
Detecting Abnormal Nodes in Cluster-tree Networks via the Likelihood Ratio Test of Packet Losses.
GLOBECOM
Yingying Huangfu, Liang Zhou, Fan Zhou
2021 A* conf
Forecasting Reservoir Inflow via Recurrent Neural ODEs.
AAAI
Fan Zhou, Liang Li
2021 B conf
HGENA: A Hyperbolic Graph Embedding Approach for Network Alignment.
GLOBECOM
Fan Zhou, Ce Li, Xovee Xu, Leyuan Liu, Goce Trajcevski
2021 J jnl
Improving human mobility identification with trajectory augmentation.
GeoInformatica
Fan Zhou, Ruiyang Yin, Goce Trajcevski, Kunpeng Zhang, Jin Wu, Ashfaq Khokhar
2021 Misc conf
Inferring High-Resolutional Urban Flow With Internet Of Mobile Things.
ICASSP
Fan Zhou, Xin Jing, Liang Li, Ting Zhong
2021 B conf
Kernel-Based Structural-Temporal Cascade Learning for Popularity Prediction.
GLOBECOM
Ce Li, Fan Zhou, Xucheng Luo, Goce Trajcevski
2021 A* conf
Land Deformation Prediction via Slope-Aware Graph Neural Networks.
AAAI
Fan Zhou, Rongfan Li, Goce Trajcevski, Kunpeng Zhang
2021 J jnl
Learning meta-knowledge for few-shot image emotion recognition.
Expert Syst. Appl.
Fan Zhou, Chengtai Cao, Ting Zhong, Ji Geng
2021 J jnl
MetaRisk: Semi-supervised few-shot operational risk classification in banking industry.
Inf. Sci.
Fan Zhou, Xiuxiu Qi, Chunjing Xiao, Jiahao Wang
2021 J jnl
Modeling microscopic and macroscopic information diffusion for rumor detection.
Int. J. Intell. Syst.
Xueqin Chen, Fan Zhou, Fengli Zhang, Marcello M. Bonsangue
2021 A* conf
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay.
AAAI
Fan Zhou, Chengtai Cao
2021 Misc conf
Probabilistic Graph Neural Networks for Traffic Signal Control.
ICASSP
Ting Zhong, Zheyang Xu, Fan Zhou
2021 A* conf
Rumor Detection on Social Media with Event Augmentations.
SIGIR
Zhenyu He, Ce Li, Fan Zhou, Yi Yang
2021 J jnl
Self-supervised human mobility learning for next location prediction and trajectory classification.
Knowl. Based Syst.
Fan Zhou, Yurou Dai, Qiang Gao, Pengyu Wang, Ting Zhong
2021 J jnl
Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models.
IEEE Trans. Neural Networks Learn. Syst.
Fan Zhou, Xin Liu, Kunpeng Zhang, Goce Trajcevski
2021 B conf
Towards Predicting Vehicular Data Consumption.
MDM
Andi Zang, Xiaofeng Zhu, Yuxiang Guo, Fan Zhou, Goce Trajcevski
2021 Misc conf
Traffic Speed Forecasting Via Spatio-Temporal Attentive Graph Isomorphism Network.
ICASSP
Qing Yang, Ting Zhong, Fan Zhou
2021 — conf
Trajectory-User Linking via Graph Neural Network.
ICC
Fan Zhou, Shupei Chen, Jin Wu, Chengtai Cao, Shengming Zhang
2021 J jnl
Uncertainty-aware network alignment.
Int. J. Intell. Syst.
Fan Zhou, Ce Li, Zijing Wen, Ting Zhong, Goce Trajcevski, Ashfaq Khokhar
2021 J jnl
Unifying Online and Offline Preference for Social Link Prediction.
INFORMS J. Comput.
Fan Zhou, Kunpeng Zhang, Bangying Wu, Yi Yang, Harry Jiannan Wang
2021 J jnl
Variational Graph Neural Networks for Road Traffic Prediction in Intelligent Transportation Systems.
IEEE Trans. Ind. Informatics
Fan Zhou, Qing Yang, Ting Zhong, Dajiang Chen, Ning Zhang
2021 A conf
Vector-Quantized Autoencoder With Copula for Collaborative Filtering.
CIKM
Guanyu Wang, Ting Zhong, Xovee Xu, Kunpeng Zhang, Fan Zhou, Yong Wang
2020 J jnl
A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact.
CoRR
Fan Zhou, Xovee Xu, Ce Li, Goce Trajcevski, Ting Zhong, Kunpeng Zhang
2020 J jnl
A Survey of Information Cascade Analysis: Models, Predictions and Recent Advances.
CoRR
Fan Zhou, Xovee Xu, Goce Trajcevski, Kunpeng Zhang
2020 J jnl
Adversarial Mobility Learning for Human Trajectory Classification.
IEEE Access
Qiang Gao, Fengli Zhang, Fuming Yao, Ailing Li, Lin Mei, Fan Zhou
2020 B conf
Adversity-based Social Circles Inference via Context-Aware Mobility.
GLOBECOM
Qiang Gao, Fan Zhou, Goce Trajcevski, Fengli Zhang, Xucheng Luo
2020 J jnl
Continual Graph Learning.
CoRR
Fan Zhou, Chengtai Cao, Ting Zhong, Kunpeng Zhang, Goce Trajcevski, Ji Geng
2020 B conf
Continual Information Cascade Learning.
GLOBECOM
Fan Zhou, Xin Jing, Xovee Xu, Ting Zhong, Goce Trajcevski, Jin Wu
2020 A* conf
Enhancing Urban Flow Maps via Neural ODEs.
IJCAI
Fan Zhou, Liang Li, Ting Zhong, Goce Trajcevski, Kunpeng Zhang, Jiahao Wang
2020 A* conf
Fast Network Alignment via Graph Meta-Learning.
INFOCOM
Fan Zhou, Chengtai Cao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Ji Geng
2020 A* conf
Forecasting the Evolution of Hydropower Generation.
KDD
Fan Zhou, Liang Li, Kunpeng Zhang, Goce Trajcevski, Fuming Yao, Ying Huang, Ting Zhong, Jiahao Wang, Qiao Liu
2020 J jnl
Hybrid graph convolutional networks with multi-head attention for location recommendation.
World Wide Web
Ting Zhong, Shengming Zhang, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Jin Wu
2020 A* conf
Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder.
ACL
Fan Zhou, Shengming Zhang, Yi Yang
2020 A* conf
Interpreting Twitter User Geolocation.
ACL
Ting Zhong, Tianliang Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Yi Yang
2020 J jnl
Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach.
INFORMS J. Comput.
Fan Zhou, Kunpeng Zhang, Shuying Xie, Xucheng Luo
2020 B conf
Meta-Learned User Preference for Topic Participation Prediction.
GLOBECOM
Fan Zhou, Xiuxiu Qi, Xovee Xu, Jiahao Wang, Ting Zhong, Goce Trajcevski
2020 J jnl
Multiple-Aspect Attentional Graph Neural Networks for Online Social Network User Localization.
IEEE Access
Ting Zhong, Tianliang Wang, Jiahao Wang, Jin Wu, Fan Zhou
2020 J jnl
Recommendation via Collaborative Autoregressive Flows.
Neural Networks
Fan Zhou, Yuhua Mo, Goce Trajcevski, Kunpeng Zhang, Jin Wu, Ting Zhong
2020 J jnl
Reinforced Spatiotemporal Attentive Graph Neural Networks for Traffic Forecasting.
IEEE Internet Things J.
Fan Zhou, Qing Yang, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Ashfaq Khokhar
2020 J jnl
Semi-supervised Trajectory Understanding with POI Attention for End-to-End Trip Recommendation.
ACM Trans. Spatial Algorithms Syst.
Fan Zhou, Hantao Wu, Goce Trajcevski, Ashfaq Khokhar, Kunpeng Zhang
2020 J jnl
Session-based recommendation via flow-based deep generative networks and Bayesian inference.
Neurocomputing
Ting Zhong, Zijing Wen, Fan Zhou, Goce Trajcevski, Kunpeng Zhang
2020 B conf
Unsupervised User Identity Linkage via Graph Neural Networks.
GLOBECOM
Fan Zhou, Zijing Wen, Ting Zhong, Goce Trajcevski, Xovee Xu, Leyuan Liu
2020 A* conf
Variational Information Diffusion for Probabilistic Cascades Prediction.
INFOCOM
Fan Zhou, Xovee Xu, Kunpeng Zhang, Goce Trajcevski, Ting Zhong
2019 A* conf
Adversarial Point-of-Interest Recommendation.
WWW
Fan Zhou, Ruiyang Yin, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Jin Wu
2019 A* conf
Context-aware Variational Trajectory Encoding and Human Mobility Inference.
WWW
Fan Zhou, Xiaoli Yue, Goce Trajcevski, Ting Zhong, Kunpeng Zhang
2019 J jnl
DeepAttr: Inferring Demographic Attributes via Social Network Embedding.
IEEE Access
Xucheng Luo, Minrui Xie, Kunpeng Zhang, Fan Zhou, Ting Zhong
2019 — conf
DeepTrip: Adversarially Understanding Human Mobility for Trip Recommendation.
SIGSPATIAL/GIS
Qiang Gao, Goce Trajcevski, Fan Zhou, Kunpeng Zhang, Ting Zhong, Fengli Zhang
2019 A* conf
Disentangled Network Alignment with Matching Explainability.
INFOCOM
Fan Zhou, Zijing Wen, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fang Liu
2019 A* conf
Information Cascades Modeling via Deep Multi-Task Learning.
SIGIR
Xueqin Chen, Kunpeng Zhang, Fan Zhou, Goce Trajcevski, Ting Zhong, Fengli Zhang
2019 A* conf
Information Diffusion Prediction via Recurrent Cascades Convolution.
ICDE
Xueqin Chen, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Fengli Zhang
2019 A conf
Meta-GNN: On Few-shot Node Classification in Graph Meta-learning.
CIKM
Fan Zhou, Chengtai Cao, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Ji Geng
2019 J jnl
Meta-GNN: On Few-shot Node Classification in Graph Meta-learning.
CoRR
Fan Zhou, Chengtai Cao, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Ji Geng
2019 J jnl
Motion Based Inference of Social Circles via Self-Attention and Contextualized Embedding.
IEEE Access
Ting Zhong, Fang Liu, Fan Zhou, Goce Trajcevski, Kunpeng Zhang
2019 A* conf
Predicting Human Mobility via Variational Attention.
WWW
Qiang Gao, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fengli Zhang
2019 J jnl
Predicting Topic Participation by Jointly Learning User Intrinsic and Extrinsic Preference.
IEEE Access
Fan Zhou, Lei Liu, Kunpeng Zhang, Goce Trajcevski, Jin Wu
2019 A* conf
Variational Session-based Recommendation Using Normalizing Flows.
WWW
Fan Zhou, Zijing Wen, Kunpeng Zhang, Goce Trajcevski, Ting Zhong
2018 A* conf
DeepLink: A Deep Learning Approach for User Identity Linkage.
INFOCOM
Fan Zhou, Lei Liu, Kunpeng Zhang, Goce Trajcevski, Jin Wu, Ting Zhong
2018 A* conf
Trajectory-User Linking via Variational AutoEncoder.
IJCAI
Fan Zhou, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fengli Zhang
2018 — conf
Trajectory-based social circle inference.
SIGSPATIAL/GIS
Qiang Gao, Goce Trajcevski, Fan Zhou, Kunpeng Zhang, Ting Zhong, Fengli Zhang
2018 A conf
vec2Link: Unifying Heterogeneous Data for Social Link Prediction.
CIKM
Fan Zhou, Bangying Wu, Yi Yang, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
2017 — conf
Association Rules Mining with Quantum Computing and Quantum Storage.
BigCom
Qiang Gao, Fengli Zhang, Rui-Jin Wang, Fan Zhou
2017 J jnl
Bypassing holes in sensor networks: Load-balance vs. latency.
Ad Hoc Networks
Fan Zhou, Goce Trajcevski, Roberto Tamassia, Besim Avci, Ashfaq Khokhar, Peter Scheuermann
2017 J jnl
Efficient detection of motion-trend predicates in wireless sensor networks.
Comput. Commun.
Besim Avci, Goce Trajcevski, Roberto Tamassia, Peter Scheuermann, Fan Zhou
2017 A* conf
Identifying Human Mobility via Trajectory Embeddings.
IJCAI
Qiang Gao, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Xucheng Luo, Fengli Zhang
2016 — conf
ActiveRec: A Novel Context-Sensitive Ranking Method for Active Movie Recommendation.
CBD
Mengjuan Liu, Wei Wang, Fan Zhou, Hao Xue, Zhiguang Qin, Xucheng Luo
2016 C conf
Efficient multi-account detection on UGC sites.
ISCC
Xucheng Luo, Fan Zhou, Mengjuan Liu, Yajun Liu, Chunjing Xiao
2013 J jnl
Predicting audience gender in online content-sharing social networks.
J. Assoc. Inf. Sci. Technol.
Chunjing Xiao, Fan Zhou, Yue Wu
2012 J jnl
Deflection-Aware Tracking-Principal Selection in Active Wireless Sensor Networks.
IEEE Trans. Veh. Technol.
Fan Zhou, Goce Trajcevski, Oliviu Ghica, Roberto Tamassia, Peter Scheuermann, Ashfaq A. Khokhar
2012 B conf
Motion Trends Detection in Wireless Sensor Networks.
MDM
Goce Trajcevski, Besim Avci, Fan Zhou, Roberto Tamassia, Peter Scheuermann, Lauren Miller, Adam Barber
2012 — conf
Sensor synchronization for energy efficient multiple object tracking.
ICNSC
Fan Zhou, Goce Trajcevski, Besim Avci, Peter Scheuermann
2011 B conf
Bypassing Holes in Sensor Networks: Load-Balance vs. Latency.
GLOBECOM
Goce Trajcevski, Fan Zhou, Roberto Tamassia, Besim Avci, Peter Scheuermann, Ashfaq A. Khokhar
2011 B conf
Tracking Coverage throughout Epochs with Bounded Uncertainty.
NCA
Fan Zhou, Goce Trajcevski, Besim Avci
2010 — conf
Selecting tracking principals with epoch awareness.
GIS
Oliviu Ghica, Goce Trajcevski, Fan Zhou, Roberto Tamassia, Peter Scheuermann
2010 J jnl
Trajectory Data Reduction in Wireless Sensor Networks.
Int. J. Next Gener. Comput.
Oliviu Ghica, Goce Trajcevski, Ouri Wolfson, Ugo A. Buy, Peter Scheuermann, Fan Zhou, Dennis Vaccaro