| 2026 | ACL | VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models. | Huawei Ji, Yuanhao Sun, Yuan Jin, Cheng Deng, Jiaxin Ding, Luoyi Fu, Xinbing Wang |
| 2026 | ACL | GR1: Reinforcement-Enhanced LLM for Geoscience Reasoning. | Yule Xie, Jiaxin Ding, Cheng Deng, Shiqing Gao, Junran Zhang, Sibo Zhang, Zeyuan Wang, Ke Wu, Xin Ding, Luoyi Fu, Meng Jin, Xinbing Wang |
| 2026 | DASFAA | HEADS: Temporal Observation Density Boosts Irregular Multivariate Time Series Forecasting. | Yimian Hu, Jianping Zhou, Bin Lu, Guanjie Zheng, Luoyi Fu, Xinbing Wang, Chenghu Zhou |
| 2026 | DASFAA | DiffKGR: Diffusion-Based Virtual Edge Generation for Knowledge Graph Recommendation. | Lyuwen Wu, Xiaoying Gan, Luoyi Fu, Lei Zhou, Xinbing Wang, Chenghu Zhou |
| 2026 | WWW | TargetMR: Learning Modality Target for Multimodal Recommendation. | Gu Tang, Jinghe Wang, Jiang Bo, Ze Zhao, Jianping Zhou, Xiaoying Gan, Luoyi Fu, Xinbing Wang, Chenghu Zhou |
| 2026 | WWW | RARD: Rationale-First Blockwise Autoregressive Diffusion in Rationale?Dominated Graph Generation. | Fan Xu, Yijun Zhang, Sibo Zhang, Jiaxin Ding, Luoyi Fu, Xinbing Wang |
| 2025 | DASFAA | CELLM: Curvature Enhanced Large Language Models for Graph Structure Learning. | Xin Ding, Jiaxin Ding, Haochen Han, Haoxiang Zhang, Yule Xie, Luoyi Fu, Xinbing Wang |
| 2025 | ICASSP | AceParse: A Comprehensive Dataset with Diverse Structured Texts for Academic Literature Parsing. | Huawei Ji, Cheng Deng, Bo Xue, Zhouyang Jin, Jiaxin Ding, Xiaoying Gan, Luoyi Fu, Xinbing Wang, Chenghu Zhou |
| 2025 | ICDE | ChainsFormer: Numerical Reasoning on Knowledge Graphs From a Chain Perspective. | Ze Zhao, Bin Lu, Xiaoying Gan, Gu Tang, Luoyi Fu, Xinbing Wang |
| 2025 | ICDM | PromptEG: Scalable Prompt-Based Temporal Generalization on Evolving Graphs. | Tingyan Ma, Bin Lu, Ze Zhao, Xiaoying Gan, Luoyi Fu, Xinbing Wang, Chenghu Zhou |
| 2025 | ICML | Controlling Underestimation Bias in Constrained Reinforcement Learning for Safe Exploration. | Shiqing Gao, Jiaxin Ding, Luoyi Fu, Xinbing Wang |
| 2025 | ICML | Extreme Value Policy Optimization for Safe Reinforcement Learning. | Shiqing Gao, Yihang Zhou, Shuai Shao, Haoyu Luo, Yiheng Bing, Jiaxin Ding, Luoyi Fu, Xinbing Wang |
| 2025 | KDD | R | Gu Tang, Jinghe Wang, Xiaoying Gan, Bin Lu, Ze Zhao, Luoyi Fu, Xinbing Wang, Chenghu Zhou |
| 2025 | SIGIR | DeepReport: An AI-assisted Idea Generation System for Scientific Research. | Yi Xu, Luoyi Fu, Shuqian Sheng, Bo Xue, Jiaxin Ding, Lei Zhou, Xinbing Wang, Chenghu Zhou |
| 2024 | DASFAA | Characterizing the Influence of Topology on Graph Learning Tasks. | Kailong Wu, Yule Xie, Jiaxin Ding, Yuxiang Ren, Luoyi Fu, Xinbing Wang, Chenghu Zhou |
| 2024 | EMNLP | RepEval: Effective Text Evaluation with LLM Representation. | Shuqian Sheng, Yi Xu, Tianhang Zhang, Zanwei Shen, Luoyi Fu, Jiaxin Ding, Lei Zhou, Xiaoying Gan, Xinbing Wang, Chenghu Zhou |
| 2024 | ICML | OxyGenerator: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning. | Bin Lu, Ze Zhao, Luyu Han, Xiaoying Gan, Yuntao Zhou, Lei Zhou, Luoyi Fu, Xinbing Wang, Chenghu Zhou, Jing Zhang |
| 2024 | IJCAI | Exterior Penalty Policy Optimization with Penalty Metric Network under Constraints. | Shiqing Gao, Jiaxin Ding, Luoyi Fu, Xinbing Wang, Chenghu Zhou |
| 2024 | NAACL | Is Reference Necessary in the Evaluation of NLG Systems? When and Where? | Shuqian Sheng, Yi Xu, Luoyi Fu, Jiaxin Ding, Lei Zhou, Xinbing Wang, Chenghu Zhou |
| 2024 | SIGIR | EditKG: Editing Knowledge Graph for Recommendation. | Gu Tang, Xiaoying Gan, Jinghe Wang, Bin Lu, Lyuwen Wu, Luoyi Fu, Chenghu Zhou |
| 2024 | VLDB | AutoFAIR : Automatic Data FAIRification via Machine Reading. | Tingyan Ma, Wei Liu, Bin Lu, Xiaoying Gan, Yunqiang Zhu, Luoyi Fu, Chenghu Zhou |
| 2024 | WSDM | K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization. | Cheng Deng, Tianhang Zhang, Zhongmou He, Qiyuan Chen, Yuanyuan Shi, Yi Xu, Luoyi Fu, Weinan Zhang, Xinbing Wang, Chenghu Zhou, Zhouhan Lin, Junxian He |
| 2023 | AAAI | Temporal Knowledge Graph Reasoning with Historical Contrastive Learning. | Yi Xu, Junjie Ou, Hui Xu, Luoyi Fu |
| 2023 | ACL | Unsupervised Graph-Text Mutual Conversion with a Unified Pretrained Language Model. | Yi Xu, Shuqian Sheng, Jiexing Qi, Luoyi Fu, Zhouhan Lin, Xinbing Wang, Chenghu Zhou |
| 2023 | ACL | Exploring and Verbalizing Academic Ideas by Concept Co-occurrence. | Yi Xu, Shuqian Sheng, Bo Xue, Luoyi Fu, Xinbing Wang, Chenghu Zhou |
| 2023 | EMNLP | Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus. | Tianhang Zhang, Lin Qiu, Qipeng Guo, Cheng Deng, Yue Zhang, Zheng Zhang, Chenghu Zhou, Xinbing Wang, Luoyi Fu |
| 2023 | IJCAI | Self-supervised Graph Disentangled Networks for Review-based Recommendation. | Yuyang Ren, Haonan Zhang, Qi Li, Luoyi Fu, Xinbing Wang, Chenghu Zhou |
| 2023 | INFOCOM | CLP: A Community based Label Propagation Framework for Multiple Source Detection. | Chong Zhang, Luoyi Fu, Fei Long, Xinbing Wang, Chenghu Zhou |
| 2023 | WWW | DataExpo: A One-Stop Dataset Service for Open Science Research. | Bin Lu, Lyuwen Wu, Lina Yang, Chenxing Sun, Wei Liu, Xiaoying Gan, Shiyu Liang, Luoyi Fu, Xinbing Wang, Chenghu Zhou |
| 2023 | SIGIR | Distillation-Enhanced Graph Masked Autoencoders for Bundle Recommendation. | Yuyang Ren, Haonan Zhang, Luoyi Fu, Xinbing Wang, Chenghu Zhou |
| 2022 | ACL | RFBFN: A Relation-First Blank Filling Network for Joint Relational Triple Extraction. | Zhe Li, Luoyi Fu, Xinbing Wang, Haisong Zhang, Chenghu Zhou |
| 2022 | IJCNN | A Relation-Aware Span-Level Transformer Network for Joint Entity and Relation Extraction. | Zhe Li, Luoyi Fu |
| 2022 | INFOCOM | Connectivity Maintenance in Uncertain Networks under Adversarial Attack. | Jianzhi Tang, Luoyi Fu, Jiaxin Ding, Xinbing Wang, Guihai Chen |
| 2022 | INFOCOM | RC6D: An RFID and CV Fusion System for Real-time 6D Object Pose Estimation. | Bojun Zhang, Mengning Li, Xin Xie, Luoyi Fu, Xinyu Tong, Xiulong Liu |
| 2022 | KDD | Spatio-Temporal Graph Few-Shot Learning with Cross-City Knowledge Transfer. | Bin Lu, Xiaoying Gan, Weinan Zhang, Huaxiu Yao, Luoyi Fu, Xinbing Wang |
| 2022 | KDD | Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation. | Bin Lu, Xiaoying Gan, Lina Yang, Weinan Zhang, Luoyi Fu, Xinbing Wang |
| 2021 | CIKM | GAKG: A Multimodal Geoscience Academic Knowledge Graph. | Cheng Deng, Yuting Jia, Hui Xu, Chong Zhang, Jingyao Tang, Luoyi Fu, Weinan Zhang, Haisong Zhang, Xinbing Wang, Chenghu Zhou |
| 2021 | GLOBECOM | IGCN: Infected Graph Convolutional Network based Source Identification. | Qiang Guo, Chong Zhang, Haisong Zhang, Luoyi Fu |
| 2021 | GLOBECOM | Spatiotemporal Graph Neural Network for Traffic Prediction Exploiting Cascading Behavior. | Haoxiang Zhang, Xiaoying Gan, Luoyi Fu, Liyao Xiang, Haiming Jin |
| 2021 | IJCNN | Bag of Tricks for Chinese Named Entity Recognition. | Yao Xiao, Jingbo Peng, Luoyi Fu, Haisong Zhang |
| 2021 | INFOCOM | ProHiCo: A Probabilistic Framework to Hide Communities in Large Networks. | Xuecheng Liu, Luoyi Fu, Xinbing Wang, John E. Hopcroft |
| 2021 | INFOCOM | MIERank: Co-ranking Individuals and Communities with Multiple Interactions in Evolving Networks. | Shan Qu, Luoyi Fu, Xinbing Wang |
| 2021 | INFOCOM | De-anonymizing Social Networks Under Partial Overlap: An F-score Based Approach. | Jiapeng Zhang, Luoyi Fu, Xinbing Wang, Guihai Chen |
| 2021 | INFOCOM | ITE: A Structural Entropy Based Approach for Source Detection. | Chong Zhang, Qiang Guo, Luoyi Fu, Xiaoying Gan, Xinbing Wang |
| 2021 | ISPA | A Lightweight, Privacy-Preserving Tensor Completion Framework for Internet of Things. | Shuyu Wu, Linghe Kong, Qiao Xiang, Zhenzhe Zheng, Luoyi Fu, Guihai Chen |
| 2021 | WCNC | Evolving Knowledge Graph-Based Knowledge Diffusion Model. | Caiyi Yang, Luoyi Fu, Xiaoying Gan |
| 2021 | WWW | Bridging the Gap between von Neumann Graph Entropy and Structural Information: Theory and Applications. | Xuecheng Liu, Luoyi Fu, Xinbing Wang |
| 2021 | USENIX | AUTO: Adaptive Congestion Control Based on Multi-Objective Reinforcement Learning for the Satellite-Ground Integrated Network. | Xu Li, Feilong Tang, Jiacheng Liu, Laurence T. Yang, Luoyi Fu, Long Chen |
| 2020 | CIKM | Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting. | Bin Lu, Xiaoying Gan, Haiming Jin, Luoyi Fu, Haisong Zhang |
| 2020 | GLOBECOM | Distributed Computing with Heterogeneous Servers. | Jiasheng Xu, Luoyi Fu, Xinbing Wang |
| 2020 | INFOCOM | Exploring Best Arm with Top Reward-Cost Ratio in Stochastic Bandits. | Zhida Qin, Xiaoying Gan, Jia Liu, Hongqiu Wu, Haiming Jin, Luoyi Fu |
| 2020 | INFOCOM | Joint Inference on Truth/Rumor and Their Sources in Social Networks. | Shan Qu, Ziqi Zhao, Luoyi Fu, Xinbing Wang, Jun Xu |
| 2020 | INFOCOM | De-anonymization of Social Networks: the Power of Collectiveness. | Jiapeng Zhang, Luoyi Fu, Xinbing Wang, Songwu Lu |
| 2020 | MOBIHOC | De-anonymizability of social network: through the lens of symmetry. | Benjie Miao, Shuaiqi Wang, Luoyi Fu, Xiaojun Lin |
| 2019 | AAAI | APRP: An Anonymous Propagation Method in Bitcoin Network. | Yuhang Yao, Xiao Zeng, Tianyue Cao, Luoyi Fu, Xinbing Wang |
| 2019 | INFOCOM | Evolving Knowledge Graphs. | Jiaqi Liu, Qin Zhang, Luoyi Fu, Xinbing Wang, Songwu Lu |
| 2019 | MOBIHOC | Information Source Detection with Limited Time Knowledge. | Xuecheng Liu, Luoyi Fu, Bo Jiang, Xiaojun Lin, Xinbing Wang |
| 2019 | MOBIHOC | Collective Influence Maximization. | Xudong Wu, Luoyi Fu, Keyi Wu, Bo Jiang, Xinbing Wang, Guihai Chen |
| 2018 | AAAI | Dynamic Detection of Communities and Their Evolutions in Temporal Social Networks. | Yaowei Huang, Jinghuan Shang, Bill Y. Lin, Luoyi Fu, Xinbing Wang |
| 2018 | INFOCOM | Who to Connect to? Joint Recommendations in Cross-layer Social Networks. | Jiaqi Liu, Qi Lian, Luoyi Fu, Xinbing Wang |
| 2018 | INFOCOM | Social Network De-anonymization with Overlapping Communities: Analysis, Algorithm and Experiments. | Xinyu Wu, Zhongzhao Hu, Xinzhe Fu, Luoyi Fu, Xinbing Wang, Songwu Lu |
| 2018 | PAKDD | Topic-Sensitive Influential Paper Discovery in Citation Network. | Xin Huang, Chang-An Chen, Changhuan Peng, Xudong Wu, Luoyi Fu, Xinbing Wang |
| 2017 | GLOBECOM | Online Fair Allocation in Autonomous Vehicle Sharing. | Wenjie Bai, Jinqi Quan, Luoyi Fu, Xiaoying Gan, Xinbing Wang |
| 2017 | GLOBECOM | De-Anonymization of Networks with Communities: When Quantifications Meet Algorithms. | Xinzhe Fu, Zhongzhao Hu, Zhiying Xu, Luoyi Fu, Xinbing Wang |
| 2017 | INFOCOM | Complexity vs. optimality: Unraveling source-destination connection in uncertain graphs. | Xinzhe Fu, Zhiying Xu, Qianyang Peng, Luoyi Fu, Xinbing Wang |
| 2017 | MOBICOM | cniCloud: Querying the Cellular Network Information at Scale. | Wenguang Huang, Chang Zhou, Yuanjie Li, Xinbing Wang, Songwu Lu, Luoyi Fu |
| 2017 | MOBIHOC | ConMap: A Novel Framework for Optimizing Multicast Energy in Delay-constrained Mobile Wireless Networks. | Xinzhe Fu, Zhiying Xu, Qianyang Peng, Jie You, Luoyi Fu, Xinbing Wang, Songwu Lu |
| 2017 | MOBIHOC | Evolving K-Graph: Modeling Hybrid Interactions in Networks. | Jiaqi Liu, Yuhang Yao, Xinzhe Fu, Luoyi Fu, Xiao-Yang Liu, Xinbing Wang |
| 2017 | MOBIHOC | Core Percolation in Coupled Networks. | Jiayu Pan, Yuhang Yao, Luoyi Fu, Xinbing Wang |
| 2016 | AAAI | Modeling Topic-Level Academic Influence in Scientific Literatures. | Jiaming Shen, Zhenyu Song, Shitao Li, Zhaowei Tan, Yuning Mao, Luoyi Fu, Li Song, Xinbing Wang |
| 2016 | AAAI | DRIMUX: Dynamic Rumor Influence Minimization with User Experience in Social Networks. | Biao Wang, Ge Chen, Luoyi Fu, Li Song, Xinbing Wang, Xue Liu |
| 2014 | MOBIHOC | Optimal determination of source-destination connectivity in random graphs. | Luoyi Fu, Xinbing Wang, P. R. Kumar |
| 2013 | GLOBECOM | Impact of location heterogeneity on random walk mobility models. | Jinbei Zhang, Luoyi Fu, Xinbing Wang, Mohsen Guizani |
| 2012 | GLOBECOM | Capacity in arbitrary wireless ad hoc networks with MIMO and power constraint. | Jian Li, Jinbei Zhang, Luoyi Fu, Xinbing Wang, Xiaohua Tian |
| 2012 | INFOCOM | On the topology of wireless sensor networks. | Sen Yang, Xinbing Wang, Luoyi Fu |
| 2012 | INFOCOM | Impact of secrecy on capacity in large-scale wireless networks. | Jinbei Zhang, Luoyi Fu, Xinbing Wang |
| 2011 | GLOBECOM | Capacity and Delay Tradeoffs of MotionCast with Base Stations. | Luoyi Fu, Sen Yang, Xinbing Wang, Xiaoying Gan |
| 2011 | GLOBECOM | Mobility Reduces the Number of Secondary Users in Cognitive Radio Networks. | Xinbing Wang, Luoyi Fu, Yingzhe Li, Zizhong Cao, Xiaoying Gan |
| 2011 | INFOCOM | Converge-cast with MIMO. | Luoyi Fu, Yi Qin, Xinbing Wang, Xue Liu |
| 2011 | MOBICOM | Fundamental relationship between NodeDensity and delay in wireless ad hoc networks with unreliable links. | Shizhen Zhao, Luoyi Fu, Xinbing Wang, Qian Zhang |
| 2010 | INFOCOM | Recognizing Exponential Inter-Contact Time in VANETs. | Hongzi Zhu, Luoyi Fu, Guangtao Xue, Yanmin Zhu, Minglu Li, Lionel M. Ni |
| 2009 | GLOBECOM | Accelerating Initialization for Sensor Networks. | Linghe Kong, Luoyi Fu, Xuemei Liu, Min-You Wu |
| 2009 | GLOBECOM | One-Hop Call Admission Control in Heterogeneous Wireless Networks: A Queueing Analysis. | Wenzhuo Ouyang, Luoyi Fu, Xinbing Wang, Ekram Hossain |
| 2009 | IWCMC | Unified fixed point analysis of IEEE 802.11(e) WLAN under saturated and unsaturated conditions. | Luoyi Fu, Xinbing Wang, Qian Zhang |