| 2026 | AAAI | Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation. | Jiao Li, Jian Lang, Xikai Tang, Wenzheng Shu, Ting Zhong, Qiang Gao, Yong Wang, Leiting Chen, Fan Zhou |
| 2026 | AAAI | Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization. | Xiaohan Wang, Zhangtao Cheng, Ting Zhong, Leiting Chen, Fan Zhou |
| 2026 | AAAI | Beyond Graph Priors: A Co-Evolving Framework Under Uncertainty for Enterprise Resilience Assessment. | Yanzhe Xie, Li Huang, Qiang Gao, Xueqin Chen, Fan Zhou, Kunpeng Zhang |
| 2026 | AAAI | Learning to Curate Context: Jointly Optimizing Retrieval and Prediction for Multimodal Social Media Popularity. | Xovee Xu, Shuojun Lin, Fan Zhou, Jingkuan Song |
| 2026 | AAAI | Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs. | Liu Yu, Zhonghao Chen, Ping Kuang, Zhikun Feng, Fan Zhou, Lan Wang, Gillian Dobbie |
| 2026 | ACL | LEAF: Towards Lightweight Explainable Hateful Video Detection via Self-Grounding CoT Guided Stage-Wise Distillation. | Jian Lang, Rongpei Hong, Meihui Zhong, Kaiju Li, Ting Zhong, Qiang Gao, Fan Zhou |
| 2026 | EACL | Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models. | Runpeng Dai, Run Yang, Fan Zhou, Hongtu Zhu |
| 2026 | HPDC | Resource-Aware Online Tuning for Heterogeneous Federated Learning. | Abdullah Al Asif, Fan Zhou, J. Pablo Munoz, Ali Jannesari |
| 2026 | INFOCOM | Decompose to Understand, Fuse to Detect: Frequency-Decoupled Anomaly Detection for Encrypted Network Traffic. | Xinglin Lian, Chengtai Cao, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou |
| 2026 | KDD | TAMEing Long Contexts in Personalization: Towards Training-Free and State-Aware MLLM Personalized Assistant. | Rongpei Hong, Jian Lang, Ting Zhong, Yong Wang, Fan Zhou |
| 2026 | KDD | From Shallow Humor to Metaphor: Towards Label-Free Harmful Meme Detection via LMM Agent Self-Improvement. | Jian Lang, Rongpei Hong, Ting Zhong, Leiting Chen, Qiang Gao, Fan Zhou |
| 2026 | KDD | Nip Rumors in the Bud: Retrieval-Guided Topic-Level Adaptation for Test-Time Fake News Video Detection. | Jian Lang, Rongpei Hong, Ting Zhong, Yong Wang, Fan Zhou |
| 2026 | MMM | V-HOI: Velocity-Aware Human-Object Interaction Generation. | Honghui Chen, Fan Zhou, Ruomei Wang, Baoquan Zhao |
| 2026 | WWW | Evidential Matching, Uncertainty Calibration: Towards Robust Composed Video Retrieval with Noisy Triplets. | Zhangtao Cheng, Bozhu Zheng, Ting Zhong, Fan Zhou |
| 2025 | AAAI | In-context Prompt-augmented Micro-video Popularity Prediction. | Zhangtao Cheng, Jiao Li, Jian Lang, Ting Zhong, Fan Zhou |
| 2025 | AAAI | Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning. | Jian Lang, Zhangtao Cheng, Ting Zhong, Fan Zhou |
| 2025 | AAAI | Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation. | Xovee Xu, Yifan Zhang, Fan Zhou, Jingkuan Song |
| 2025 | ACL | Structure-aware Domain Knowledge Injection for Large Language Models. | Kai Liu, Ze Chen, Zhihang Fu, Wei Zhang, Rongxin Jiang, Fan Zhou, Yaowu Chen, Yue Wu, Jieping Ye |
| 2025 | COLING | You Only Query Twice: Multimodal Rumor Detection via Evidential Evaluation from Dual Perspectives. | Junyi Chen, Leyuan Liu, Tian Lan, Fan Zhou, Xiaosong Zhang |
| 2025 | GLOBECOM | Distilled Multimodal Retrieval Augmentation for User Engagement Prediction. | Hongzhu Fu, Yutao Wei, Zhangtao Cheng, Yang Liu, Xing He, Ting Zhong, Fan Zhou |
| 2025 | GLOBECOM | Enhancing Graph Unlearning with Semantic and Structural Counterfactual Distillation. | Jinyu Hong, Bin Chen, Xing He, Meihui Zhong, Ting Zhong, Fan Zhou |
| 2025 | GLOBECOM | PINGeo: Towards Robust IP Geolocation with Adaptive Graph Pruning. | Xueting Liu, Xiaohan Wang, Joojo Walker, Ting Zhong, Yong Wang, Fan Zhou, Kai Chen |
| 2025 | ICASSP | Commonality Augmented Disentanglement for Multimodal Crowdfunding Success Prediction. | Jiayang Li, Xovee Xu, Yili Li, Ting Zhong, Kunpeng Zhang, Fan Zhou |
| 2025 | ICASSP | Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences. | Liu Yu, Ludie Guo, Ping Kuang, Fan Zhou |
| 2025 | ICCV | Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection Via Cross-Domain Retrieval Augmentation. | Rongpei Hong, Jian Lang, Ting Zhong, Fan Zhou |
| 2025 | ICCV | Free-Moref: Instantly Multiplexing Context Perception Capabilities of Video-Mllms Within Single Inference. | Kuo Wang, Quanlong Zheng, Junlin Xie, Yanhao Zhang, Jinguo Luo, Haonan Lu, Liang Lin, Fan Zhou, Guanbin Li |
| 2025 | ICLR | Enhancing Prediction Performance through Influence Measure. | Shuguang Yu, Wenqian Xu, Xinyi Zhou, Xuechun Wang, Hongtu Zhu, Fan Zhou |
| 2025 | ICML | Diving into Self-Evolving Training for Multimodal Reasoning. | Wei Liu, Junlong Li, Xiwen Zhang, Fan Zhou, Yu Cheng, Junxian He |
| 2025 | ICML | Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs. | Wenxin Tai, Ting Zhong, Goce Trajcevski, Fan Zhou |
| 2025 | ICML | Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale. | Fan Zhou, Zengzhi Wang, Qian Liu, Junlong Li, Pengfei Liu |
| 2025 | KDD | Seeing the Unseen in Micro-Video Popularity Prediction: Self-Correlation Retrieval for Missing Modality Generation. | Zhangtao Cheng, Jian Lang, Ting Zhong, Fan Zhou |
| 2025 | KDD | Generative Thinking, Corrective Action: User-Friendly Composed Image Retrieval via Automatic Multi-Agent Collaboration. | Zhangtao Cheng, Yuhao Ma, Jian Lang, Kunpeng Zhang, Ting Zhong, Yong Wang, Fan Zhou |
| 2025 | KDD | REDEEMing Modality Information Loss: Retrieval-Guided Conditional Generation for Severely Modality Missing Learning. | Jian Lang, Rongpei Hong, Zhangtao Cheng, Ting Zhong, Yong Wang, Fan Zhou |
| 2025 | RecSys | Deep Reinforcement Learning for Ranking Utility Tuning in the Ad Recommender System at Pinterest. | Xiao Yang, Mehdi Ayed, Longyu Zhao, Fan Zhou, Yuchen Shen, Abe Engle, Jinfeng Zhuang, Ling Leng, Jiajing Xu, Charles Rosenberg, Prathibha Deshikachar |
| 2025 | WWW | Following Clues, Approaching the Truth: Explainable Micro-Video Rumor Detection via Chain-of-Thought Reasoning. | Rongpei Hong, Jian Lang, Jin Xu, Zhangtao Cheng, Ting Zhong, Fan Zhou |
| 2025 | WWW | Biting Off More Than You Can Detect: Retrieval-Augmented Multimodal Experts for Short Video Hate Detection. | Jian Lang, Rongpei Hong, Jin Xu, Yili Li, Xovee Xu, Fan Zhou |
| 2025 | WWW | Facing Anomalies Head-On: Network Traffic Anomaly Detection via Uncertainty-Inspired Inter-Sample Differences. | Xinglin Lian, Chengtai Cao, Yan Liu, Xovee Xu, Yu Zheng, Fan Zhou |
| 2025 | WWW | Reward Balancing Revisited: Enhancing Offline Reinforcement Learning for Recommender Systems. | Wenzheng Shu, Yanxiang Zeng, Yongxiang Tang, Teng Sha, Ning Luo, Yanhua Cheng, Xialong Liu, Fan Zhou, Peng Jiang |
| 2025 | SIGIR | Echoes in the Feed: Evolution-aware Prompt-augmented Micro-video Popularity Prediction. | Wei Chen, Jiao Li, Jian Lang, Zhangtao Cheng, Yong Wang, Fan Zhou |
| 2024 | AAAI | Interpreting Temporal Knowledge Graph Reasoning (Student Abstract). | Bin Chen, Kai Yang, Wenxin Tai, Zhangtao Cheng, Leyuan Liu, Ting Zhong, Fan Zhou |
| 2024 | AAAI | Spatial-Temporal Augmentation for Crime Prediction (Student Abstract). | Hongzhu Fu, Fan Zhou, Qing Guo, Qiang Gao |
| 2024 | AAAI | Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract). | Jinyu Hong, Ping Kuang, Qiang Gao, Fan Zhou |
| 2024 | AAAI | Shallow Diffusion for Fast Speech Enhancement (Student Abstract). | Yue Lei, Bin Chen, Wenxin Tai, Ting Zhong, Fan Zhou |
| 2024 | AAAI | Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract). | Shikang Pang, Chunjing Xiao, Wenxin Tai, Zhangtao Cheng, Fan Zhou |
| 2024 | AAAI | Decoupling User Relationships Guides Information Diffusion Prediction (Student Abstract). | Wenxue Ye, Shichong Li, Zhangtao Cheng, Xovee Xu, Ting Zhong, Bei Hui, Fan Zhou |
| 2024 | AAAI | Biases Mitigation and Expressiveness Preservation in Language Models: A Comprehensive Pipeline (Student Abstract). | Liu Yu, Ludie Guo, Ping Kuang, Fan Zhou |
| 2024 | AAAI | Amplifying Diversity and Quality in Commonsense Knowledge Graph Completion (Student Abstract). | Liu Yu, Fenghui Tian, Ping Kuang, Fan Zhou |
| 2024 | AAAI | Generalizing across Temporal Domains with Koopman Operators. | Qiuhao Zeng, Wei Wang, Fan Zhou, Gezheng Xu, Ruizhi Pu, Changjian Shui, Christian Gagn, Shichun Yang, Charles X. Ling, Boyu Wang |
| 2024 | AAAI | GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting. | Fan Zhou, Chen Pan, Lintao Ma, Yu Liu, Siqiao Xue, James Y. Zhang, Jun Zhou, Hongyuan Mei, Weitao Lin, Zi Zhuang, Wenxin Ning, Yunhua Hu |
| 2024 | ACL | Dissecting Human and LLM Preferences. | Junlong Li, Fan Zhou, Shichao Sun, Yikai Zhang, Hai Zhao, Pengfei Liu |
| 2024 | ECCV | MarvelOVD: Marrying Object Recognition and Vision-Language Models for Robust Open-Vocabulary Object Detection. | Kuo Wang, Lechao Cheng, Weikai Chen, Pingping Zhang, Liang Lin, Fan Zhou, Guanbin Li |
| 2024 | EMNLP | Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoning. | Bin Chen, Chunjing Xiao, Fan Zhou |
| 2024 | GLOBECOM | Denoising Propagation Uncertainty for Information Source Localization. | Leyuan Liu, Zhangtao Cheng, Xovee Xu, Fan Zhou |
| 2024 | ICASSP | Exploring Self-Explainable Street-Level IP Geolocation with Graph Information Bottleneck. | Kai Yang, Wenxin Tai, Zhenhui Li, Ting Zhong, Guangqiang Yin, Yong Wang, Fan Zhou |
| 2024 | ICIP | Clip-Medfake: Synthetic Data Augmentation With AI-Generated Content for Improved Medical Image Classification. | Honghui Chen, Baoquan Zhao, Guanghui Yue, Weide Liu, Chenlei Lv, Ruomei Wang, Fan Zhou |
| 2024 | ICLR | EasyTPP: Towards Open Benchmarking Temporal Point Processes. | Siqiao Xue, Xiaoming Shi, Zhixuan Chu, Yan Wang, Hongyan Hao, Fan Zhou, Caigao Jiang, Chen Pan, James Y. Zhang, Qingsong Wen, Jun Zhou, Hongyuan Mei |
| 2024 | ICLR | Lemur: Harmonizing Natural Language and Code for Language Agents. | Yiheng Xu, Hongjin Su, Chen Xing, Boyu Mi, Qian Liu, Weijia Shi, Binyuan Hui, Fan Zhou, Yitao Liu, Tianbao Xie, Zhoujun Cheng, Siheng Zhao, Lingpeng Kong, Bailin Wang, Caiming Xiong, Tao Yu |
| 2024 | ICLR | Continuous Invariance Learning. | Lin Yong, Fan Zhou, Lu Tan, Lintao Ma, Jianmeng Liu, Yansu He, Yuan Yuan, Yu Liu, James Y. Zhang, Yujiu Yang, Hao Wang |
| 2024 | IJCAI | Enhancing Fine-Grained Urban Flow Inference via Incremental Neural Operator. | Qiang Gao, Xiaolong Song, Li Huang, Goce Trajcevski, Fan Zhou, Xueqin Chen |
| 2024 | IJCAI | Revitalizing Real Image Deraining via a Generic Paradigm towards Multiple Rainy Patterns. | Xin Li, Yuxin Feng, Fan Zhou, Yun Liang, Zhuo Su |
| 2024 | INDIN | A Review of Internet of Vehicle Technology in Intelligent Connected Vehicle. | Fei Chen, Bide Hao, Shichun Yang, Wenlong Chen, Qianlong Duan, Fan Zhou |
| 2024 | INDIN | Design of a Communication Framework for Heterogeneous Multicore Systems in CAN Communication. | Qianlong Duan, Shichun Yang, Bide Hao, Wenlong Chen, Shizhuang Li, Fan Zhou |
| 2024 | INDIN | Task Scheduling Algorithms for Energy Optimization Under Scheduling Duration and Reliability Constraints. | Shizhuang Li, Bide Hao, Shichun Yang, Qianlong Duan, Wenlong Chen, Fan Zhou |
| 2024 | INDIN | Domain Adaptation for Semantic Segmentation of Autonomous Driving with Contrastive Learning. | Qiuyue Li, Shichun Yang, Mohan Xu, Bingtao Ren, Xiaoyu Yan, Fan Zhou |
| 2024 | INDIN | Real-Time Vehicle Operating System Analysis, Construction and Testing. | Shichun Yang, Shizhuang Li, Bide Hao, Qianlong Duan, Wenlong Chen, Fan Zhou |
| 2024 | KDD | Retrieval-Augmented Hypergraph for Multimodal Social Media Popularity Prediction. | Zhangtao Cheng, Jienan Zhang, Xovee Xu, Goce Trajcevski, Ting Zhong, Fan Zhou |
| 2024 | KDD | Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection. | Chunjing Xiao, Shikang Pang, Wenxin Tai, Yanlong Huang, Goce Trajcevski, Fan Zhou |
| 2024 | PRICAI | Predicting Plain Text Imageability for Faithful Prompt-Conditional Image Generation. | Yufeng Chen, Guanghui Yue, Weide Liu, Chenlei Lv, Ruomei Wang, Fan Zhou, Baoquan Zhao |
| 2024 | SMC | Point Cloud Completion Method Assisted by Projected Image. | Shujin Lin, Zhaowen Li, Runxun Wu, Fan Zhou |
| 2024 | SIGIR | Analyzing and Mitigating Repetitions in Trip Recommendation. | Wenzheng Shu, Kangqi Xu, Wenxin Tai, Ting Zhong, Yong Wang, Fan Zhou |
| 2024 | SIGIR | Self-Explainable Next POI Recommendation. | Kai Yang, Yi Yang, Qiang Gao, Ting Zhong, Yong Wang, Fan Zhou |
| 2024 | SIGIR | Predicting Micro-video Popularity via Multi-modal Retrieval Augmentation. | Ting Zhong, Jian Lang, Yifan Zhang, Zhangtao Cheng, Kunpeng Zhang, Fan Zhou |
| 2024 | SIGIR | Information Diffusion Prediction via Cascade-Retrieved In-context Learning. | Ting Zhong, Jienan Zhang, Zhangtao Cheng, Fan Zhou, Xueqin Chen |
| 2023 | AAAI | Overcoming Forgetting in Fine-Grained Urban Flow Inference via Adaptive Knowledge Replay. | Haoyang Yu, Xovee Xu, Ting Zhong, Fan Zhou |
| 2023 | AAAI | CasODE: Modeling Irregular Information Cascade via Neural Ordinary Differential Equations (Student Abstract). | Zhangtao Cheng, Xovee Xu, Ting Zhong, Fan Zhou, Goce Trajcevski |
| 2023 | AAAI | Exploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract). | Yi He, Wenxin Tai, Fan Zhou, Yi Yang |
| 2023 | AAAI | Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract). | Jinyu Hong, Fan Zhou, Qiang Gao, Ping Kuang, Kunpeng Zhang |
| 2023 | AAAI | Debiasing Intrinsic Bias and Application Bias Jointly via Invariant Risk Minimization (Student Abstract). | Yuzhou Mao, Liu Yu, Yi Yang, Fan Zhou, Ting Zhong |
| 2023 | AAAI | A Probabilistic Graph Diffusion Model for Source Localization (Student Abstract). | Tangjiang Qian, Xovee Xu, Zhe Xiao, Ting Zhong, Fan Zhou |
| 2023 | AAAI | Revisiting Denoising Diffusion Probabilistic Models for Speech Enhancement: Condition Collapse, Efficiency and Refinement. | Wenxin Tai, Fan Zhou, Goce Trajcevski, Ting Zhong |
| 2023 | AAAI | Learning Dynamic Temporal Relations with Continuous Graph for Multivariate Time Series Forecasting (Student Abstract). | Zhiyuan Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong |
| 2023 | AAAI | De-biased Teacher: Rethinking IoU Matching for Semi-supervised Object Detection. | Kuo Wang, Jingyu Zhuang, Guanbin Li, Chaowei Fang, Lechao Cheng, Liang Lin, Fan Zhou |
| 2023 | AAAI | Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment. | Qiuhao Zeng, Wei Wang, Fan Zhou, Charles Ling, Boyu Wang |
| 2023 | AAAI | DyCVAE: Learning Dynamic Causal Factors for Non-stationary Series Domain Generalization (Student Abstract). | Weifeng Zhang, Zhiyuan Wang, Kunpeng Zhang, Ting Zhong, Fan Zhou |
| 2023 | AAAI | SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies. | Fan Zhou, Chen Pan, Lintao Ma, Yu Liu, Shiyu Wang, James Zhang, Xinxin Zhu, Xuanwei Hu, Yunhua Hu, Yangfei Zheng, Lei Lei, Hu Yun |
| 2023 | ACL | Causal-Debias: Unifying Debiasing in Pretrained Language Models and Fine-tuning via Causal Invariant Learning. | Fan Zhou, Yuzhou Mao, Liu Yu, Yi Yang, Ting Zhong |
| 2023 | ALT | Universal Bias Reduction in Estimation of Smooth Additive Function in High Dimensions. | Fan Zhou, Ping Li, Cun-Hui Zhang |
| 2023 | CIKM | Simplifying Temporal Heterogeneous Network for Continuous-Time Link prediction. | Ce Li, Rongpei Hong, Xovee Xu, Goce Trajcevski, Fan Zhou |
| 2023 | CIKM | Enhancing Information Diffusion Prediction with Self-Supervised Disentangled User and Cascade Representations. | Zhangtao Cheng, Wenxue Ye, Leyuan Liu, Wenxin Tai, Fan Zhou |
| 2023 | CIKM | Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning. | Leyuan Liu, Junyi Chen, Zhangtao Cheng, Wenxin Tai, Fan Zhou |
| 2023 | CIKM | MDCC: A Multimodal Dynamic Dataset for Donation-based Crowdfunding Campaigns. | Xovee Xu, Jiayang Li, Fan Zhou |
| 2023 | DASFAA | Flow-Based End-to-End Model for Hierarchical Time Series Forecasting via Trainable Attentive-Reconciliation. | Shiyu Wang, Yinbo Sun, Yan Wang, Fan Zhou, Lintao Ma, James Zhang, Yangfei Zheng |
| 2023 | EMNLP | Somali Information Retrieval Corpus: Bridging the Gap between Query Translation and Dedicated Language Resources. | Abdisalam Badel, Ting Zhong, Wenxin Tai, Fan Zhou |
| 2023 | GLOBECOM | Self-Supervised Rumor Detection with Augmented Variational Graphs. | Leyuan Liu, Junyi Chen, Liu Yu, Fan Zhou |
| 2023 | ICASSP | Diffusion Probabilistic Modeling for Fine-Grained Urban Traffic Flow Inference with Relaxed Structural Constraint. | Xovee Xu, Yutao Wei, Pengyu Wang, Xucheng Luo, Fan Zhou, Goce Trajcevski |
| 2023 | ICIG | High Fidelity Virtual Try-On via Dual Branch Bottleneck Transformer. | Xiuxiang Li, Guifeng Zheng, Fan Zhou, Zhuo Su, Ge Lin |
| 2023 | ICML | Variance Control for Distributional Reinforcement Learning. | Qi Kuang, Zhoufan Zhu, Liwen Zhang, Fan Zhou |
| 2023 | ICML | Adversarial Learning of Distributional Reinforcement Learning. | Yang Sui, Yukun Huang, Hongtu Zhu, Fan Zhou |
| 2023 | IJCAI | Open Anomalous Trajectory Recognition via Probabilistic Metric Learning. | Qiang Gao, Xiaohan Wang, Chaoran Liu, Goce Trajcevski, Li Huang, Fan Zhou |
| 2023 | ICSOC | Enhancing Blockchain Performance via On-chain and Off-chain Collaboration. | Wuhui Chen, Zhaoxian Yang, Jianting Zhang, Junyuan Liang, Qilin Sun, Fan Zhou |
| 2023 | KDD | TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation. | Wenxin Tai, Bin Chen, Fan Zhou, Ting Zhong, Goce Trajcevski, Yong Wang, Kai Chen |
| 2023 | KDD | Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models. | Chunjing Xiao, Zehua Gou, Wenxin Tai, Kunpeng Zhang, Fan Zhou |
| 2023 | MDM | RIPGeo: Robust Street-Level IP Geolocation. | Wenxin Tai, Bin Chen, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou |
| 2023 | SMC | Image-Guided Point Cloud Completion with Multi-modal Fusion Transformers. | Zhaowen Li, Shujin Lin, Fan Zhou |
| 2023 | SIGIR | Mixup-based Unified Framework to Overcome Gender Bias Resurgence. | Liu Yu, Yuzhou Mao, Jin Wu, Fan Zhou |
| 2022 | AAAI | Dynamic Manifold Learning for Land Deformation Forecasting. | Fan Zhou, Rongfan Li, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong |
| 2022 | AAAI | Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract). | Zhangtao Cheng, Ting Zhong, Kunpeng Zhang, Joojo Walker, Fan Zhou |
| 2022 | AAAI | A Probabilistic Framework for Land Deformation Prediction (Student Abstract). | Rongfan Li, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong |
| 2022 | AAAI | PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model. | Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fan Zhou |
| 2022 | AAAI | Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract). | Guanyu Wang, Xovee Xu, Ting Zhong, Fan Zhou |
| 2022 | AAAI | Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract). | Zhiyuan Wang, Fan Zhou, Kunpeng Zhang, Yong Wang |
| 2022 | AAAI | Fine-Grained Urban Flow Inference via Normalizing Flow (Student Abstract). | Haoyang Yu, Xovee Xu, Ting Zhong, Fan Zhou |
| 2022 | AAAI | Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract). | Liu Yu, Xovee Xu, Ting Zhong, Goce Trajcevski, Fan Zhou |
| 2022 | AISTATS | Exploring Image Regions Not Well Encoded by an INN. | Zenan Ling, Fan Zhou, Meng Wei, Quanshi Zhang |
| 2022 | EMNLP | TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data. | Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Fan Cheng, Shi Han, Dongmei Zhang |
| 2022 | ICASSP | Probabilistic Fine-Grained Urban Flow Inference with Normalizing Flows. | Ting Zhong, Haoyang Yu, Rongfan Li, Xovee Xu, Xucheng Luo, Fan Zhou |
| 2022 | ICDM | End-to-End Modeling of Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow-based Reconciliation. | Shiyu Wang, Fan Zhou, Yinbo Sun, Lintao Ma, James Zhang, Yangfei Zheng |
| 2022 | ICML | Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding. | Haotian Ma, Hao Zhang, Fan Zhou, Yinqing Zhang, Quanshi Zhang |
| 2022 | ICPR | Cross-Rolling Attention Network for Fashion Landmark Detection. | Yilin Chen, Fan Zhou, Zhuo Su |
| 2022 | IJCAI | Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks. | Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang |
| 2022 | IJCAI | Double-Check Soft Teacher for Semi-Supervised Object Detection. | Kuo Wang, Yuxiang Nie, Chaowei Fang, Chengzhi Han, Xuewen Wu, Xiaohui Wang, Liang Lin, Fan Zhou, Guanbin Li |
| 2022 | IJCNN | Modeling Multi-View Interactions with Contrastive Graph Learning for Collaborative Filtering. | Zhangtao Cheng, Joojo Walker, Ting Zhong, Fan Zhou |
| 2022 | INFOCOM | CausalRD: A Causal View of Rumor Detection via Eliminating Popularity and Conformity Biases. | Weifeng Zhang, Ting Zhong, Ce Li, Kunpeng Zhang, Fan Zhou |
| 2022 | KDD | Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning. | Rongfan Li, Ting Zhong, Xinke Jiang, Goce Trajcevski, Jin Wu, Fan Zhou |
| 2022 | KDD | Connecting the Hosts: Street-Level IP Geolocation with Graph Neural Networks. | Zhiyuan Wang, Fan Zhou, Wenxuan Zeng, Goce Trajcevski, Chunjing Xiao, Yong Wang, Kai Chen |
| 2022 | KDD | MDP2 Forest: A Constrained Continuous Multi-dimensional Policy Optimization Approach for Short-video Recommendation. | Sizhe Yu, Ziyi Liu, Shixiang Wan, Jia Zheng, Zang Li, Fan Zhou |
| 2022 | KSEM | Recommendation via Collaborative Diffusion Generative Model. | Joojo Walker, Ting Zhong, Fengli Zhang, Qiang Gao, Fan Zhou |
| 2022 | MDM | Integrating Heterogeneous Sources for Learned Prediction of Vehicular Data Consumption. | Andi Zang, Xiaofeng Zhu, Ce Li, Fan Zhou, Goce Trajcevski |
| 2022 | SMC | NewsThumbnail: Automatic Generation of News Video Thumbnail. | Jinyu Li, Shujin Lin, Fan Zhou, Ruomei Wang |
| 2022 | SMC | Temporal-aware Mechanism with Bidirectional Complementarity for Video Q&A. | Yuanmao Luo, Ruomei Wang, Fuwei Zhang, Fan Zhou, Shujin Lin |
| 2021 | AAAI | Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay. | Fan Zhou, Chengtai Cao |
| 2021 | AAAI | Forecasting Reservoir Inflow via Recurrent Neural ODEs. | Fan Zhou, Liang Li |
| 2021 | AAAI | Land Deformation Prediction via Slope-Aware Graph Neural Networks. | Fan Zhou, Rongfan Li, Goce Trajcevski, Kunpeng Zhang |
| 2021 | AAAI | Multi-task Learning by Leveraging the Semantic Information. | Fan Zhou, Brahim Chaib-draa, Boyu Wang |
| 2021 | AISTATS | Principal Subspace Estimation Under Information Diffusion. | Fan Zhou, Ping Li, Zhixin Zhou |
| 2021 | CIKM | PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network. | Hao Sun, Changjie Yang, Liwei Deng, Fan Zhou, Feiteng Huang, Kai Zheng |
| 2021 | CIKM | Vector-Quantized Autoencoder With Copula for Collaborative Filtering. | Guanyu Wang, Ting Zhong, Xovee Xu, Kunpeng Zhang, Fan Zhou, Yong Wang |
| 2021 | GLOBECOM | Detecting Abnormal Nodes in Cluster-tree Networks via the Likelihood Ratio Test of Packet Losses. | Yingying Huangfu, Liang Zhou, Fan Zhou |
| 2021 | GLOBECOM | Kernel-Based Structural-Temporal Cascade Learning for Popularity Prediction. | Ce Li, Fan Zhou, Xucheng Luo, Goce Trajcevski |
| 2021 | GLOBECOM | HGENA: A Hyperbolic Graph Embedding Approach for Network Alignment. | Fan Zhou, Ce Li, Xovee Xu, Leyuan Liu, Goce Trajcevski |
| 2021 | ICASSP | Inferring High-Resolutional Urban Flow With Internet Of Mobile Things. | Fan Zhou, Xin Jing, Liang Li, Ting Zhong |
| 2021 | ICASSP | Traffic Speed Forecasting Via Spatio-Temporal Attentive Graph Isomorphism Network. | Qing Yang, Ting Zhong, Fan Zhou |
| 2021 | ICASSP | Probabilistic Graph Neural Networks for Traffic Signal Control. | Ting Zhong, Zheyang Xu, Fan Zhou |
| 2021 | ICDM | Multi-Objective Distributional Reinforcement Learning for Large-Scale Order Dispatching. | Fan Zhou, Chenfan Lu, Xiaocheng Tang, Fan Zhang, Zhiwei (Tony) Qin, Jieping Ye, Hongtu Zhu |
| 2021 | ICML | Optimal Estimation of High Dimensional Smooth Additive Function Based on Noisy Observations. | Fan Zhou, Ping Li |
| 2021 | ICONIP | Relation-Aware Attribute Network for Fine-Grained Clothing Recognition. | Mingjian Yang, Yixin Li, Zhuo Su, Fan Zhou |
| 2021 | IJCAI | Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning. | Fan Zhou, Zhoufan Zhu, Qi Kuang, Liwen Zhang |
| 2021 | ICRA | Embedding Symbolic Temporal Knowledge into Deep Sequential Models. | Yaqi Xie, Fan Zhou, Harold Soh |
| 2021 | ISIT | Encoding and Decoding Construction D' Lattices for Power-Constrained Communications. | Fan Zhou, Arini Fitri, Khoirul Anwar, Brian M. Kurkoski |
| 2021 | MDM | Towards Predicting Vehicular Data Consumption. | Andi Zang, Xiaofeng Zhu, Yuxiang Guo, Fan Zhou, Goce Trajcevski |
| 2021 | SMC | News2Mapping: A news events correlation model for news videos. | Mingjie Zhou, Ruomei Wang, Shujin Lin, Fan Zhou, Shirou Ou |
| 2021 | SIGIR | Decoupling Representation and Regressor for Long-Tailed Information Cascade Prediction. | Fan Zhou, Liu Yu, Xovee Xu, Goce Trajcevski |
| 2021 | SIGIR | Rumor Detection on Social Media with Event Augmentations. | Zhenyu He, Ce Li, Fan Zhou, Yi Yang |
| 2020 | ACL | Interpreting Twitter User Geolocation. | Ting Zhong, Tianliang Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Yi Yang |
| 2020 | ACL | Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder. | Fan Zhou, Shengming Zhang, Yi Yang |
| 2020 | AISTATS | Deep Active Learning: Unified and Principled Method for Query and Training. | Changjian Shui, Fan Zhou, Christian Gagn, Boyu Wang |
| 2020 | GLOBECOM | Continual Information Cascade Learning. | Fan Zhou, Xin Jing, Xovee Xu, Ting Zhong, Goce Trajcevski, Jin Wu |
| 2020 | GLOBECOM | Meta-Learned User Preference for Topic Participation Prediction. | Fan Zhou, Xiuxiu Qi, Xovee Xu, Jiahao Wang, Ting Zhong, Goce Trajcevski |
| 2020 | GLOBECOM | Unsupervised User Identity Linkage via Graph Neural Networks. | Fan Zhou, Zijing Wen, Ting Zhong, Goce Trajcevski, Xovee Xu, Leyuan Liu |
| 2020 | GLOBECOM | Adversity-based Social Circles Inference via Context-Aware Mobility. | Qiang Gao, Fan Zhou, Goce Trajcevski, Fengli Zhang, Xucheng Luo |
| 2020 | ICLR | Relational State-Space Model for Stochastic Multi-Object Systems. | Fan Yang, Ling Chen, Fan Zhou, Yusong Gao, Wei Cao |
| 2020 | IJCAI | Enhancing Urban Flow Maps via Neural ODEs. | Fan Zhou, Liang Li, Ting Zhong, Goce Trajcevski, Kunpeng Zhang, Jiahao Wang |
| 2020 | INFOCOM | Fast Network Alignment via Graph Meta-Learning. | Fan Zhou, Chengtai Cao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Ji Geng |
| 2020 | INFOCOM | Variational Information Diffusion for Probabilistic Cascades Prediction. | Fan Zhou, Xovee Xu, Kunpeng Zhang, Goce Trajcevski, Ting Zhong |
| 2020 | KDD | Forecasting the Evolution of Hydropower Generation. | Fan Zhou, Liang Li, Kunpeng Zhang, Goce Trajcevski, Fuming Yao, Ying Huang, Ting Zhong, Jiahao Wang, Qiao Liu |
| 2019 | CIKM | Meta-GNN: On Few-shot Node Classification in Graph Meta-learning. | Fan Zhou, Chengtai Cao, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Ji Geng |
| 2019 | DASC | A Spark-Based Approach for High-Efficiency Embedded Feature Selection. | Fan Zhou, Zhongyang Han, Jun Zhao, Wei Wang |
| 2019 | ICDE | Information Diffusion Prediction via Recurrent Cascades Convolution. | Xueqin Chen, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Fengli Zhang |
| 2019 | INFOCOM | Disentangled Network Alignment with Matching Explainability. | Fan Zhou, Zijing Wen, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fang Liu |
| 2019 | INFOCOM | ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks. | Kunal Sankhe, Mauro Belgiovine, Fan Zhou, Shamnaz Riyaz, Stratis Ioannidis, Kaushik R. Chowdhury |
| 2019 | ISNN | Decentralized Robust Optimal Control for Modular Robot Manipulators Based on Zero-Sum Game with ADP. | Bo Dong, Tianjiao An, Fan Zhou, Shenquan Wang, Yulian Jiang, Keping Liu, Fu Liu, Huiqiu Lu, Yuanchun Li |
| 2019 | ISNN | Active Optimal Fault-Tolerant Control Method for Multi-fault Concurrent Modular Manipulator Based on Adaptive Dynamic Programming. | Bing Li, Fan Zhou, Bo Dong, Yucheng Liu, Fu Liu, Huiqiu Lu, Yuanchun Li |
| 2019 | WWW | Variational Session-based Recommendation Using Normalizing Flows. | Fan Zhou, Zijing Wen, Kunpeng Zhang, Goce Trajcevski, Ting Zhong |
| 2019 | WWW | Context-aware Variational Trajectory Encoding and Human Mobility Inference. | Fan Zhou, Xiaoli Yue, Goce Trajcevski, Ting Zhong, Kunpeng Zhang |
| 2019 | WWW | Adversarial Point-of-Interest Recommendation. | Fan Zhou, Ruiyang Yin, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Jin Wu |
| 2019 | WWW | Predicting Human Mobility via Variational Attention. | Qiang Gao, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fengli Zhang |
| 2019 | SIGIR | Information Cascades Modeling via Deep Multi-Task Learning. | Xueqin Chen, Kunpeng Zhang, Fan Zhou, Goce Trajcevski, Ting Zhong, Fengli Zhang |
| 2018 | CIKM | vec2Link: Unifying Heterogeneous Data for Social Link Prediction. | Fan Zhou, Bangying Wu, Yi Yang, Goce Trajcevski, Kunpeng Zhang, Ting Zhong |
| 2018 | COMPSAC | Automatically Detecting the Scopes of Source Code Comments. | Huanchao Chen, Zhiyong Liu, Xiangping Chen, Fan Zhou, Xiaonan Luo |
| 2018 | COMPSAC | Automatic Detection of Outdated Comments During Code Changes. | Zhiyong Liu, Huanchao Chen, Xiangping Chen, Xiaonan Luo, Fan Zhou |
| 2018 | IJCAI | Trajectory-User Linking via Variational AutoEncoder. | Fan Zhou, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fengli Zhang |
| 2018 | IJCAI | On the Convergence Properties of a K-step Averaging Stochastic Gradient Descent Algorithm for Nonconvex Optimization. | Fan Zhou, Guojing Cong |
| 2018 | INFOCOM | DeepLink: A Deep Learning Approach for User Identity Linkage. | Fan Zhou, Lei Liu, Kunpeng Zhang, Goce Trajcevski, Jin Wu, Ting Zhong |
| 2018 | INFOCOM | Making the Right Connections: Multi-AP Association and Flow Control in 60GHz Band. | Fan Zhou, M. Yousof Naderi, Kunal Sankhe, Kaushik R. Chowdhury |
| 2018 | ISITA | Shaping Gain of Lattices Based on Convolutional Codes and Construction A. | Fan Zhou, Brian Michael Kurkoski |
| 2018 | MICCAI | Identifying Brain Networks of Multiple Time Scales via Deep Recurrent Neural Network. | Yan Cui, Shijie Zhao, Han Wang, Li Xie, Yaowu Chen, Junwei Han, Lei Guo, Fan Zhou, Tianming Liu |
| 2018 | SBAC-PAD | Accelerating Deep Neural Network Training for Action Recognition on a Cluster of GPUs. | Guojing Cong, Giacomo Domeniconi, Joshua Shapiro, Fan Zhou, Barry Chen |
| 2017 | GLOBECOM | Towards Fast Flow Convergence in Cognitive Radio Cellular Networks. | Fan Zhou, Marco Di Felice, Benjamin Drozdenko, Kaushik R. Chowdhury |
| 2017 | ICONIP | Decentralized Force/Position Fault-Tolerant Control for Constrained Reconfigurable Manipulators with Actuator Faults. | Fan Zhou, Bo Dong, Yuanchun Li |
| 2017 | IJCAI | Identifying Human Mobility via Trajectory Embeddings. | Qiang Gao, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Xucheng Luo, Fengli Zhang |
| 2017 | ICRA | Illumination insensitive efficient second-order minimization for planar object tracking. | Lin Chen, Fan Zhou, Yu Shen, Xiang Tian, Haibin Ling, Yaowu Chen |
| 2017 | MICCAI | TPCNN: Two-Phase Patch-Based Convolutional Neural Network for Automatic Brain Tumor Segmentation and Survival Prediction. | Fan Zhou, Tengfei Li, Heng Li, Hongtu Zhu |
| 2017 | SC | Accelerating deep neural network learning for speech recognition on a cluster of GPUs. | Guojing Cong, Brian Kingsbury, Soumyadip Gosh, George Saon, Fan Zhou |
| 2016 | DCOSS | Learning-Based and Data-Driven TCP Design for Memory-Constrained IoT. | Wei Li, Fan Zhou, Waleed Meleis, Kaushik R. Chowdhury |
| 2016 | INFOCOM | Janus: Network- and application-aware multi-TCP optimization engine. | Fan Zhou, David R. Choffnes, Kaushik R. Chowdhury |
| 2016 | ISCC | Efficient multi-account detection on UGC sites. | Xucheng Luo, Fan Zhou, Mengjuan Liu, Yajun Liu, Chunjing Xiao |
| 2014 | ICPRAM | External Vision based Robust Pose Estimation System for a Quadrotor in Outdoor Environments. | Wei Zheng, Fan Zhou, Zengfu Wang |
| 2014 | ICPRAM | Adaptive Noise Variance Identification in Vision-aided Motion Estimation for UAVs. | Fan Zhou, Wei Zheng, Zengfu Wang |
| 2013 | ICIG | Ontology Based Automatic Image Annotation Using Multi-class SVM. | Zhenzhen Wei, Xiaonan Luo, Fan Zhou |
| 2013 | PIMRC | Dynamic cross-tier interference management in heterogeneous network. | Fan Zhou, Suming Deng, Ben Wang, Weidong Wang, Yinghai Zhang |
| 2013 | VTC | Analysis of Spectral Efficiency and Management of Cross-Tier Interference in Femtocell Network. | Fan Zhou, Ben Wang, Weidong Wang, Yinghai Zhang, Ming Lei, Lei Jiang |
| 2012 | MDM | Motion Trends Detection in Wireless Sensor Networks. | Goce Trajcevski, Besim Avci, Fan Zhou, Roberto Tamassia, Peter Scheuermann, Lauren Miller, Adam Barber |
| 2012 | TrustCom | Image Resizing Based on Geometry Preservation with Seam Carving. | Fan Zhou, Ruomei Wang, Yu Liu, Yun Liang |
| 2011 | GLOBECOM | Bypassing Holes in Sensor Networks: Load-Balance vs. Latency. | Goce Trajcevski, Fan Zhou, Roberto Tamassia, Besim Avci, Peter Scheuermann, Ashfaq A. Khokhar |
| 2011 | NCA | Tracking Coverage throughout Epochs with Bounded Uncertainty. | Fan Zhou, Goce Trajcevski, Besim Avci |