| 2026 | AAAI | Spectrally Adaptive Channel-aware Unrolling Network for Compressed Sensing. | Xiaoyang Wang, Hongping Gan |
| 2026 | ACL | Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs. | Yu Li, Xiaoran Shang, Qizhi Pei, Yun Zhu, Xin Gao, Honglin Lin, Zhanping Zhong, Zhuoshi Pan, Zheng Liu, Xiaoyang Wang, Conghui He, Dahua Lin, Feng Zhao, Lijun Wu |
| 2026 | ACL | ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch. | Zheng Liu, Honglin Lin, Xiaoyang Wang, Xin Gao, Yu Li, Mengzhang Cai, Yun Zhu, Zhanping Zhong, Qizhi Pei, Zhuoshi Pan, Xiaoran Shang, Conghui He, Bin Cui, Wentao Zhang, Lijun Wu |
| 2026 | CCGRID | A High-Performance Raid-On-Chip SoC Design Implemented with 28NM CMOS Technology. | Xu Gao, Qiyu Wu, Xiaoyang Wang, Minjie Fan, Jiwu Shu |
| 2026 | CCGRID | AccTS: Co-Design of OS Scheduling and System Architecture for Accelerator-Rich SoC. | Weicong Xie, Qiyu Wu, Xiaoyang Wang, Minjie Fan, Jiwu Shu |
| 2026 | CCGRID | NIO-Cache: Device-Affinitive Page Cache Placement Mechanism for NUMA Systems. | Jiazheng Zhang, Xiaoyang Wang, Jiwu Shu |
| 2026 | ICDE | Beyond Homophily: Community Search on Heterophilic Graphs. | Qing Sima, Xiaoyang Wang, Wenjie Zhang |
| 2026 | ICDE | HL-Index: Fast Reachability Query in Hypergraphs. | Peiting Xie, Xiangjun Zai, Yanping Wu, Xiaoyang Wang, Wenjie Zhang, Lu Qin |
| 2026 | ICDE | C | Sijia Xu, Fan Li, Xiaoyang Wang, Zhengyi Yang, Xuemin Lin |
| 2026 | ISPASS | Revisiting the RAID Performance Bottleneck in the SSD Era: A Roofline Model Perspective. | Jun Zhao, Xiaoyang Wang, Shuo Wang, Congming Gao, Jiwu Shu |
| 2026 | WWW | MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning. | Xingyu Tan, Xiaoyang Wang, Qing Liu, Xiwei Xu, Xin Yuan, Liming Zhu, Wenjie Zhang |
| 2026 | WWW | PRoH: Dynamic Planning and Reasoning over Knowledge Hypergraphs for Retrieval-Augmented Generation. | Xiangjun Zai, Xingyu Tan, Xiaoyang Wang, Qing Liu, Xiwei Xu, Wenjie Zhang |
| 2025 | AAAI | CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection. | Xiaolei Wang, Xiaoyang Wang, Huihui Bai, Eng Gee Lim, Jimin Xiao |
| 2025 | ACL | DeFine: Decision-Making with Analogical Reasoning over Factor Profiles. | Yebowen Hu, Xiaoyang Wang, Wenlin Yao, Yiming Lu, Daoan Zhang, Hassan Foroosh, Dong Yu, Fei Liu |
| 2025 | ACL | Proactive Guidance of Multi-Turn Conversation in Industrial Search. | Xiaoyu Li, Xiao Li, Li Gao, Yiding Liu, Xiaoyang Wang, Shuaiqiang Wang, Junfeng Wang, Dawei Yin |
| 2025 | ADC | An Experimental Study of Graph Pattern Mining Systems. | Yi Ding, Yijie Zhao, Wantong Zhang, Zhengyi Yang, Wenke Yang, Dong Wen, Xiaoyang Wang |
| 2025 | AIME | Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach. | Xiaoyang Wang, Christopher C. Yang |
| 2025 | CIKM | Masked Graph Distance Network for Accurate Subgraph Similarity Computation. | Xijuan Liu, Yin Chen, Fan Li, Xiaoyang Wang, Haiyang Hu, Ying Zhang |
| 2025 | CIKM | SGPT: Few-Shot Prompt Tuning for Signed Graphs. | Zian Zhai, Qing Sima, Xiaoyang Wang, Wenjie Zhang |
| 2025 | CSCWD | DAGCL: Diversified Recommendation with Graph-Augmented Contrastive Learning. | Haozhi Xia, Zhenyu Yang, Ziyu Chen, Xiaoyang Wang, Xueli Chang |
| 2025 | DASFAA | Efficient Maximal Frequent Clique Enumeration in Multilayer Networks. | Han Wang, Renjie Sun, Yongye Li, Chen Chen, Xiaoyang Wang, Ying Zhang |
| 2025 | EMNLP | Router-Tuning: A Simple and Effective Approach for Dynamic Depth. | Shwai He, Tao Ge, Guoheng Sun, Bowei Tian, Xiaoyang Wang, Dong Yu |
| 2025 | EMNLP | MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs. | Yiheng Hu, Xiaoyang Wang, Qing Liu, Xiwei Xu, Qian Fu, Wenjie Zhang, Liming Zhu |
| 2025 | EMNLP | HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning. | Xingyu Tan, Xiaoyang Wang, Qing Liu, Xiwei Xu, Xin Yuan, Liming Zhu, Wenjie Zhang |
| 2025 | ICCV | Bias-Resilient Weakly Supervised Semantic Segmentation Using Normalizing Flows. | Xianglin Qiu, Xiaoyang Wang, Zhen Zhang, Jimin Xiao |
| 2025 | ICCV | DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection. | Xiaolei Wang, Xiaoyang Wang, Huihui Bai, Eng Gee Lim, Jimin Xiao |
| 2025 | ICDE | Efficient Dynamic Attributed Graph Generation. | Fan Li, Xiaoyang Wang, Dawei Cheng, Cong Chen, Ying Zhang, Xuemin Lin |
| 2025 | ICDE | Enhance Stability of Network by Edge Anchor. | Hongbo Qiu, Renjie Sun, Chen Chen, Xiaoyang Wang |
| 2025 | ICDE | Efficient Temporal Simple Path Graph Generation. | Zhiyang Tang, Yanping Wu, Xiangjun Zai, Chen Chen, Xiaoyang Wang, Ying Zhang |
| 2025 | ICDE | Efficient Learning-Based Graph Simulation for Temporal Graphs. | Sheng Xiang, Chenhao Xu, Dawei Cheng, Xiaoyang Wang, Ying Zhang |
| 2025 | ICDE | Preserving K-Connectivity in Dynamic Graphs. | Gengda Zhao, Dong Wen, Xiaoyang Wang, Kai Wang, Xuemin Lin |
| 2025 | ICLR | DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? | Liqiang Jing, Zhehui Huang, Xiaoyang Wang, Wenlin Yao, Wenhao Yu, Kaixin Ma, Hongming Zhang, Xinya Du, Dong Yu |
| 2025 | ICPADS | Write-Once, Prove-Once: A Reusable Framework for Secure Boot Verification in Rocq. | Minjie Fan, Qiyu Wu, Kuai Yu, Gaosong Xu, Xiaoyang Wang, Jiwu Shu |
| 2025 | IJCAI | PCAN: A Pandemic-Compatible Attentive Neural Network for Retail Sales Forecasting. | Fan Li, Guoxuan Wang, Huiyu Chu, Dawei Cheng, Xiaoyang Wang |
| 2025 | IJCAI | Free Lunch of Image-mask Alignment for Anomaly Image Generation and Segmentation. | Xiangyue Li, Xiaoyang Wang, Zhibin Wan, Quan Zhang, Yupei Wu, Tao Deng, Mingjie Sun |
| 2025 | OSDI | FineMem: Breaking the Allocation Overhead vs. Memory Waste Dilemma in Fine-Grained Disaggregated Memory Management. | Xiaoyang Wang, Yongkun Li, Kan Wu, Wenzhe Zhu, Yuqi Li, Yinlong Xu |
| 2025 | PAKDD | RPDN: An Effective Rating Pollution Attacks Detection Framework for Recommendation Systems. | Yongrui Gu, Jianke Yu, Yongye Li, Peiting Xie, Xiaoyang Wang, Chen Chen |
| 2025 | WWW | Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning. | Xingyu Tan, Xiaoyang Wang, Qing Liu, Xiwei Xu, Xin Yuan, Wenjie Zhang |
| 2025 | WWW | Effective Influence Maximization with Priority. | Jinghao Wang, Yanping Wu, Xiaoyang Wang, Chen Chen, Ying Zhang, Lu Qin |
| 2025 | TrustCom | Efficient and Privacy-Preserving (α, β)-Core Community Search over Encrypted Bipartite Graphs. | Xiaoxian Liu, Chen Chen, Xueqiao Liu, Xiaoyang Wang |
| 2025 | WSDM | HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning. | Qiuyu Zhu, Liang Zhang, Qianxiong Xu, Kaijun Liu, Cheng Long, Xiaoyang Wang |
| 2024 | AAAI | SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation. | Xinqiao Zhao, Feilong Tang, Xiaoyang Wang, Jimin Xiao |
| 2024 | ACL | SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs. | Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Hassan Foroosh, Dong Yu, Fei Liu |
| 2024 | ACL | InFoBench: Evaluating Instruction Following Ability in Large Language Models. | Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, Dong Yu |
| 2024 | ADC | TIformer: A Transformer-Based Framework for Time-Series Forecasting with Missing Data. | Zuocheng Ding, Yufan Chen, Hanchen Wang, Xiaoyang Wang, Wenjie Zhang, Ying Zhang |
| 2024 | ADC | An Experimental Comparison of RDF Systems on Cloud. | Yi Ding, Hualong Lin, Zhengyi Yang, Dong Wen, Xiaoyang Wang, Wenjie Zhang |
| 2024 | ADC | Keyword-Based Betweenness Centrality Maximization in Attributed Graphs. | Xiao Li, Yanping Wu, Xiaoyang Wang, Zhengyi Yang, Wenjie Zhang, Ying Zhang |
| 2024 | ADC | Mitigate the Damage of Rumor on Susceptible Group. | Yao Tang, Jinghao Wang, Chen Chen, Xiaoyang Wang, Wenjie Zhang, Ying Zhang |
| 2024 | ADMA | A Cluster-Based Approach to kNN Join Over Batch-Dynamic High-Dimensional Data. | Nimish Ukey, Guangjian Zhang, Zhengyi Yang, Xiaoyang Wang, Binghao Li, Serkan Saydam, Wenjie Zhang |
| 2024 | AIME | Explainable AI for Fair Sepsis Mortality Predictive Model. | Chia-Hsuan Chang, Xiaoyang Wang, Christopher C. Yang |
| 2024 | AISTATS | Invariant Aggregator for Defending against Federated Backdoor Attacks. | Xiaoyang Wang, Dimitrios Dimitriadis, Sanmi Koyejo, Shruti Tople |
| 2024 | CIKM | Hyperedge Importance Estimation via Identity-aware Hypergraph Attention Network. | Yin Chen, Xiaoyang Wang, Chen Chen |
| 2024 | CIKM | Hierarchical Structure Construction on Hypergraphs. | Qi Luo, Wenjie Zhang, Zhengyi Yang, Dong Wen, Xiaoyang Wang, Dongxiao Yu, Xuemin Lin |
| 2024 | CVPR | Continual Segmentation with Disentangled Objectness Learning and Class Recognition. | Yizheng Gong, Siyue Yu, Xiaoyang Wang, Jimin Xiao |
| 2024 | CVPR | Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation. | Xiaoyang Wang, Huihui Bai, Limin Yu, Yao Zhao, Jimin Xiao |
| 2024 | CVPR | UFC-Net: Unrolling Fixed-point Continuous Network for Deep Compressive Sensing. | Xiaoyang Wang, Hongping Gan |
| 2024 | EMNLP | Skills-in-Context: Unlocking Compositionality in Large Language Models. | Jiaao Chen, Xiaoman Pan, Dian Yu, Kaiqiang Song, Xiaoyang Wang, Dong Yu, Jianshu Chen |
| 2024 | EMNLP | When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives. | Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Wenlin Yao, Hassan Foroosh, Dong Yu, Fei Liu |
| 2024 | ICA3PP | Dynamic Offloading Control for Waste Sorting Based on Deep Q-Network. | Jing Wang, Xiaoyang Wang, Jianxiong Guo, Zhiqing Tang, Xingjian Ding, Tian Wang |
| 2024 | ICDE | Hybrid Regret Minimization: A Submodular Approach (Extended Abstract). | Jiping Zheng, Fanxu Meng, Yanhao Wang, Xiaoyang Wang, Sheng Wang, Yuan Ma, Zhiyang Hao |
| 2024 | ICDE | Neural Similarity Search on Supergraph Containment (Extended Abstract). | Hanchen Wang, Jianke Yu, Xiaoyang Wang, Chen Chen, Wenjie Zhang, Xuemin Lin |
| 2024 | ICDE | Efficient Maximal Temporal Plex Enumeration. | Yanping Wu, Renjie Sun, Xiaoyang Wang, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin |
| 2024 | ICDE | Finding the Maximum k- Balanced Biclique on Weighted Bipartite Graphs (Extended abstract). | Yiwei Zhao, Zi Chen, Chen Chen, Xiaoyang Wang, Xuemin Lin, Wenjie Zhang |
| 2024 | ICPM | Using Process Mining with Pre- and Post-intervention Analysis to Improve Digital Service Delivery: A Governmental Case Study. | Jacques Trottier, William Van Woensel, Xiaoyang Wang, Kavya Mallur, Najah Mary El-Gharib, Daniel Amyot |
| 2024 | IJCAI | Hypergraph Self-supervised Learning with Sampling-efficient Signals. | Fan Li, Xiaoyang Wang, Dawei Cheng, Wenjie Zhang, Ying Zhang, Xuemin Lin |
| 2024 | ICPR | Enhancing Graph Topology and Clustering Quality: A Modularity-Guided Approach. | Xiaotian Zhuang, Yongyu Wang, Shiqi Hao, Xiaoyang Wang |
| 2024 | IROS | Self-Supervised Monocular Depth Estimation with Effective Feature Fusion and Self Distillation. | Zhenfei Liu, Chengqun Song, Jun Cheng, Jiefu Luo, Xiaoyang Wang |
| 2024 | IGARSS | Infrared Small Moving Target Detection Based on Spatial-Temporal-Frequency Analysis. | Yuhan Liu, Aersi Aliha, Xiaoyang Wang, Yuxin Hu, Guangyao Zhou |
| 2024 | KDD | FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs. | Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Wenxuan Wu, Chulin Xie, Yuhang Yao, Kai Zhang, Qifan Zhang, Yuhui Zhang, Carlee Joe-Wong, Salman Avestimehr, Chaoyang He |
| 2024 | NAACL | Polarity Calibration for Opinion Summarization. | Yuanyuan Lei, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Ruihong Huang, Dong Yu |
| 2024 | NAACL | MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning. | Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, Jianshu Chen, Kaiqiang Song, Sangwoo Cho, Yaser Yacoob, Dong Yu |
| 2024 | NAACL | From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning. | Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu |
| 2024 | WWW | Critical Nodes Detection: Node Merging Approach. | Hongbo Qiu, Renjie Sun, Chen Chen, Xiaoyang Wang, Ying Zhang |
| 2024 | WWW | Targeted Filter Bubbles Mitigating via Edges Insertion. | Yanping Wu, Jinghao Wang, Renjie Sun, Chen Chen, Xiaoyang Wang, Ying Zhang |
| 2024 | VLDB | Parallel Higher-order Truss Decomposition. | Chen Chen, Jingya Qian, Hui Luo, Yongye Li, Xiaoyang Wang |
| 2023 | ACL | Generating User-Engaging News Headlines. | Pengshan Cai, Kaiqiang Song, Sangwoo Cho, Hongwei Wang, Xiaoyang Wang, Hong Yu, Fei Liu, Dong Yu |
| 2023 | ACL | OASum: Large-Scale Open Domain Aspect-based Summarization. | Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda R. Petzold, Dong Yu |
| 2023 | ADC | Balanced Hop-Constrained Path Enumeration in Signed Directed Graphs. | Zhiyang Tang, Jinghao Wang, Yanping Wu, Xiaoyang Wang, Lu Qin, Ying Zhang |
| 2023 | ADC | Maximum Fairness-Aware (k, r)-Core Identification in Large Graphs. | Xingyu Tan, Chengyuan Guo, Xiaoyang Wang, Wenjie Zhang, Chen Chen |
| 2023 | ADC | IFGNN: An Individual Fairness Awareness Model for Missing Sensitive Information Graphs. | Kejia Xu, Zeming Fei, Jianke Yu, Yu Kong, Xiaoyang Wang, Wenjie Zhang |
| 2023 | ADC | Discovering Densest Subgraph over Heterogeneous Information Networks. | Haozhe Yin, Kai Wang, Wenjie Zhang, Dong Wen, Xiaoyang Wang, Ying Zhang |
| 2023 | CIKM | Higher-Order Peak Decomposition. | Xingyu Tan, Jingya Qian, Chen Chen, Sima Qing, Yanping Wu, Xiaoyang Wang, Wenjie Zhang |
| 2023 | CVPR | Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation. | Xiaoyang Wang, Bingfeng Zhang, Limin Yu, Jimin Xiao |
| 2023 | EMNLP | DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4. | Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Hassan Foroosh, Fei Liu |
| 2023 | EMNLP | More Than Spoken Words: Nonverbal Message Extraction and Generation. | Dian Yu, Xiaoyang Wang, Wanshun Chen, Nan Du, Longyue Wang, Haitao Mi, Dong Yu |
| 2023 | HPCC | KGNIE: A Learning Method for Estimating Node Importance in Knowledge Graphs. | Yin Chen, Jianke Yu, Qing Sima, Jinghao Wang, Yanping Wu, Xiaoyang Wang |
| 2023 | HPCC | Efficient Algorithm for Maximizing Betweenness Centrality in Large Networks. | Lele Zhang, Yanping Wu, Jinghao Wang, Shiyuan Liu, Chen Chen, Xiaoyang Wang |
| 2023 | ICCV | FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction. | Zheng Fang, Xiaoyang Wang, Haocheng Li, Jiejie Liu, Qiugui Hu, Jimin Xiao |
| 2023 | ICDE | Efficient Maximum Signed Biclique Identification. | Renjie Sun, Chen Chen, Xiaoyang Wang, Wenjie Zhang, Ying Zhang, Xuemin Lin |
| 2023 | ICDM | Efficient Distributed Core Graph Decomposition. | Wenqian Zhang, Zhengyi Yang, Dong Wen, Xiaoyang Wang |
| 2023 | IJCNLP | Unsupervised Multi-document Summarization with Holistic Inference. | Haopeng Zhang, Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Hongwei Wang, Jiawei Zhang, Dong Yu |
| 2023 | KDD | Group-based Fraud Detection Network on e-Commerce Platforms. | Jianke Yu, Hanchen Wang, Xiaoyang Wang, Zhao Li, Lu Qin, Wenjie Zhang, Jian Liao, Ying Zhang |
| 2022 | AAAI | Efficient Attribute (α, β)-Core Detection in Large Bipartite Graphs (Student Abstract). | Yanping Wu, Renjie Sun, Chen Chen, Xiaoyang Wang |
| 2022 | ACL | Towards Abstractive Grounded Summarization of Podcast Transcripts. | Kaiqiang Song, Chen Li, Xiaoyang Wang, Dong Yu, Fei Liu |
| 2022 | CIKM | Efficiently Answering Minimum Reachable Label Set Queries in Edge-Labeled Graphs. | Yanping Wu, Renjie Sun, Chen Chen, Xiaoyang Wang, Xianming Fu |
| 2022 | EDBT | Diversified Top-r Community Search in Geo-Social Network: A K-Truss Based Model. | Renjie Sun, Yanping Wu, Xiaoyang Wang |
| 2022 | EMNLP | Toward Unifying Text Segmentation and Long Document Summarization. | Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Fei Liu, Dong Yu |
| 2022 | EMNLP | Salience Allocation as Guidance for Abstractive Summarization. | Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu |
| 2022 | EMNLP | Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination. | Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen |
| 2022 | ICDE | Efficient Top-k Vulnerable Nodes Detection in Uncertain Graphs (Extended abstract). | Dawei Cheng, Chen Chen, Xiaoyang Wang, Sheng Xiang |
| 2022 | ICDE | Maximum Signed $\theta$-Clique Identification in Large Signed Graphs (Extended abstract). | Chen Chen, Yanping Wu, Renjie Sun, Xiaoyang Wang |
| 2022 | ICDE | Stable Community Detection in Signed Social Networks (Extended abstract). | Renjie Sun, Chen Chen, Xiaoyang Wang, Xun Wang |
| 2022 | ICDE | Maximal Balanced Signed Biclique Enumeration in Signed Bipartite Graphs. | Renjie Sun, Yanping Wu, Chen Chen, Xiaoyang Wang, Wenjie Zhang, Xuemin Lin |
| 2022 | ICDE | Efficient Learning-based Community-Preserving Graph Generation. | Sheng Xiang, Dawei Cheng, Jianfu Zhang, Zhenwei Ma, Xiaoyang Wang, Ying Zhang |
| 2022 | IJCAI | CARD: Semi-supervised Semantic Segmentation via Class-agnostic Relation based Denoising. | Xiaoyang Wang, Jimin Xiao, Bingfeng Zhang, Limin Yu |
| 2022 | Middleware | BoFL: bayesian optimized local training pace control for energy efficient federated learning. | Hongpeng Guo, Haotian Gu, Zhe Yang, Xiaoyang Wang, Eun Kyung Lee, Nandhini Chandramoorthy, Tamar Eilam, Deming Chen, Klara Nahrstedt |
| 2022 | PIMRC | Variational Autoencoder Assisted Neural Network Likelihood RSRP Prediction Model. | Peizheng Li, Xiaoyang Wang, Robert J. Piechocki, Shipra Kapoor, Angela Doufexi, Arjun Parekh |
| 2022 | VTC | Federated Meta-Learning for Traffic Steering in O-RAN. | Hakan Erdol, Xiaoyang Wang, Peizheng Li, Jonathan D. Thomas, Robert J. Piechocki, George Oikonomou, Rui Inacio, Abdelrahim Kasem Ahmad, Keith Briggs, Shipra Kapoor |
| 2022 | VTC | Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning. | Peizheng Li, Hakan Erdol, Keith Briggs, Xiaoyang Wang, Robert J. Piechocki, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Angela Doufexi, Arjun Parekh |
| 2022 | UAI | Meta-learning without data via Wasserstein distributionally-robust model fusion. | Zhenyi Wang, Xiaoyang Wang, Li Shen, Qiuling Suo, Kaiqiang Song, Dong Yu, Yan Shen, Mingchen Gao |
| 2022 | WoLLIC | Tense Logics over Lattices. | Xiaoyang Wang, Yanjing Wang |
| 2021 | AAAI | NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation. | Xiaoyang Wang, Chen Li, Jianqiao Zhao, Dong Yu |
| 2021 | CIS | Bootstrap test for relevant change in heavy tailed time series. | Xiaoyang Wang, Zhanshou Chen, Shouyao Cheng, Maocuo Niang |
| 2021 | ICDE | Efficient Matrix Factorization on Heterogeneous CPU-GPU Systems. | Yuanhang Yu, Dong Wen, Ying Zhang, Xiaoyang Wang, Wenjie Zhang, Xuemin Lin |
| 2021 | WISE | Critical Nodes Identification in Large Networks: An Inclination-Based Model. | Chen Chen, Xijuan Liu, Shuangyan Xu, Mengqi Zhang, Xiaoyang Wang, Xuemin Lin |
| 2020 | ACL | Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints. | Zhenyi Wang, Xiaoyang Wang, Bang An, Dong Yu, Changyou Chen |
| 2020 | APWEB | Efficient Personalized Influential Community Search in Large Networks. | Yanping Wu, Jun Zhao, Renjie Sun, Chen Chen, Xiaoyang Wang |
| 2020 | CIKM | Maximum Signed (k, r)-Truss Identification in Signed Networks. | Yanping Wu, Renjie Sun, Chen Chen, Xiaoyang Wang, Qiuyu Zhu |
| 2020 | CIKM | Community Identification in Signed Networks: A K-Truss Based Model. | Jun Zhao, Renjie Sun, Qiuyu Zhu, Xiaoyang Wang, Chen Chen |
| 2020 | DAC | Hardware-assisted Service Live Migration in Resource-limited Edge Computing Systems. | Zhe Zhou, Xintong Li, Xiaoyang Wang, Zheng Liang, Guangyu Sun, Guojie Luo |
| 2020 | DASFAA | Discovering Cliques in Signed Networks Based on Balance Theory. | Renjie Sun, Qiuyu Zhu, Chen Chen, Xiaoyang Wang, Ying Zhang, Xun Wang |
| 2020 | DSAA | Querying Influential Maximum Connected Community in Large Graphs. | Yuehao Xu, Renjie Sun, Yanping Wu, Chen Chen, Xiaoyang Wang |
| 2020 | HPCC | Fast Algorithms for Spatial K-Core Discovery and Maintenance. | Hao Yang, Keyi Wang, Renjie Sun, Xiaoyang Wang |
| 2020 | IJCAI | Risk Guarantee Prediction in Networked-Loans. | Dawei Cheng, Xiaoyang Wang, Ying Zhang, Liqing Zhang |
| 2020 | WWW | Traffic Flow Prediction via Spatial Temporal Graph Neural Network. | Xiaoyang Wang, Yao Ma, Yiqi Wang, Wei Jin, Xin Wang, Jiliang Tang, Caiyan Jia, Jian Yu |
| 2020 | SIGIR | Knowledge Graph-based Event Embedding Framework for Financial Quantitative Investments. | Dawei Cheng, Fangzhou Yang, Xiaoyang Wang, Ying Zhang, Liqing Zhang |
| 2020 | SSDBM | Cohesive Subgraph Detection in Large Bipartite Networks. | Yang Hao, Mengqi Zhang, Xiaoyang Wang, Chen Chen |
| 2020 | SSDBM | Hurricane in Bipartite Graphs: The Lethal Nodes of Butterflies. | Qiuyu Zhu, Jiahong Zheng, Hao Yang, Chen Chen, Xiaoyang Wang, Ying Zhang |
| 2019 | AAAI | STA: Spatial-Temporal Attention for Large-Scale Video-Based Person Re-Identification. | Yang Fu, Xiaoyang Wang, Yunchao Wei, Thomas S. Huang |
| 2019 | ICDM | Efficient Adoption Maximization in Multi-layer Social Networks. | Shuntong Chen, Huaien Qian, Yanping Wu, Chen Chen, Xiaoyang Wang |
| 2019 | IJCAI | Pivotal Relationship Identification: The K-Truss Minimization Problem. | Weijie Zhu, Mengqi Zhang, Chen Chen, Xiaoyang Wang, Fan Zhang, Xuemin Lin |
| 2019 | MDM | SSVisual: Intelligent Start-Stop System. | Cuizhu Bao, Chen Chen, HaiLin Kui, Xiaoyang Wang |
| 2019 | MDM | Safe Driving at Traffic Lights: An Image Recognition Based Approach. | Cuizhu Bao, Chen Chen, HaiLin Kui, Xiaoyang Wang |
| 2019 | MMSys | Requet: real-time QoE detection for encrypted YouTube traffic. | Craig Gutterman, Katherine Guo, Sarthak Arora, Xiaoyang Wang, Les Wu, Ethan Katz-Bassett, Gil Zussman |
| 2018 | CIKM | K-core Minimization: An Edge Manipulation Approach. | Weijie Zhu, Chen Chen, Xiaoyang Wang, Xuemin Lin |
| 2018 | HPCA | RC-NVM: Enabling Symmetric Row and Column Memory Accesses for In-memory Databases. | Peng Wang, Shuo Li, Guangyu Sun, Xiaoyang Wang, Yiran Chen, Hai Li, Jason Cong, Nong Xiao, Tao Zhang |
| 2018 | HPDC | Hard real-time scheduling for parallel run-time systems. | Peter A. Dinda, Xiaoyang Wang, Jinghang Wang, Chris Beauchene, Conor Hetland |
| 2018 | ICCD | Minimizing Thermal Variation in Heterogeneous HPC Systems with FPGA Nodes. | Yingyi Luo, Xiaoyang Wang, Seda Ogrenci Memik, Gokhan Memik, Kazutomo Yoshii, Peter H. Beckman |
| 2018 | ICPR | Balancing Video Analytics Processing and Bandwidth for Edge-Cloud Networks. | Lawrence O'Gorman, Xiaoyang Wang |
| 2018 | IJCAI | Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels. | Shujian Yu, Xiaoyang Wang, Jos C. Prncipe |
| 2017 | ADC | DSKQ: A System for Efficient Processing of Diversified Spatial-Keyword Query. | Shanqing Jiang, Chengyuan Zhang, Ying Zhang, Wenjie Zhang, Xuemin Lin, Muhammad Aamir Cheema, Xiaoyang Wang |
| 2017 | CIKM | Identifying Top-K Influential Nodes in Networks. | Sara Mumtaz, Xiaoyang Wang |
| 2017 | FIE | Exploring the effectiveness of student-generated video tutorials in electronic lab-based teaching. | Shaofeng Lu, Ying Cheng, Xiaoyang Wang, Yang Du, Eng Gee Lim |
| 2017 | ICDE | Bring Order into the Samples: A Novel Scalable Method for Influence Maximization (Extended Abstract). | Xiaoyang Wang, Ying Zhang, Wenjie Zhang, Xuemin Lin, Chen Chen |
| 2016 | ADC | Efficient Maximum Closeness Centrality Group Identification. | Chen Chen, Wei Wang, Xiaoyang Wang |
| 2016 | ADC | Effective Order Preserving Estimation Method. | Chen Chen, Wei Wang, Xiaoyang Wang, Shiyu Yang |
| 2016 | ADC | EDMS: A System for Efficient Processing Distance-Aware Influence Maximization. | Xiaoyang Wang, Chen Chen, Ying Zhang |
| 2016 | ICDE | Distance-aware influence maximization in geo-social network. | Xiaoyang Wang, Ying Zhang, Wenjie Zhang, Xuemin Lin |
| 2016 | IJCAI | Object Recognition with Hidden Attributes. | Xiaoyang Wang, Qiang Ji |
| 2016 | ICPR | Taxonomy augmented object recognition. | Xiaoyang Wang, Yue Zhao, Qiang Ji |
| 2016 | ICPR | Multilingual articulatory features augmentation learning. | Yue Zhao, Rui Zhao, Xiaoyang Wang, Qiang Ji |
| 2015 | CIKM | Range Search on Uncertain Trajectories. | Liming Zhan, Ying Zhang, Wenjie Zhang, Xiaoyang Wang, Xuemin Lin |
| 2015 | CVPR | Video event recognition with deep hierarchical context model. | Xiaoyang Wang, Qiang Ji |
| 2015 | SIGMOD | Optimal Spatial Dominance: An Effective Search of Nearest Neighbor Candidates. | Xiaoyang Wang, Ying Zhang, Wenjie Zhang, Xuemin Lin, Muhammad Aamir Cheema |
| 2014 | CVPR | A Hierarchical Context Model for Event Recognition in Surveillance Video. | Xiaoyang Wang, Qiang Ji |
| 2014 | EDBT | Diversified Spatial Keyword Search On Road Networks. | Chengyuan Zhang, Ying Zhang, Wenjie Zhang, Xuemin Lin, Muhammad Aamir Cheema, Xiaoyang Wang |
| 2014 | ICPR | Attribute Augmentation with Sparse Coding. | Xiaoyang Wang, Qiang Ji |
| 2014 | ICPR | Learning with Hidden Information. | Ziheng Wang, Xiaoyang Wang, Qiang Ji |
| 2014 | ISCAS | A 10-bit 150MS/s SAR ADC with parallel segmented DAC in 65nm CMOS. | Xiaoyang Wang, Qiang Li |
| 2014 | SIGIR | Efficiently identify local frequent keyword co-occurrence patterns in geo-tagged Twitter stream. | Xiaoyang Wang, Ying Zhang, Wenjie Zhang, Xuemin Lin |
| 2013 | ICCV | A Unified Probabilistic Approach Modeling Relationships between Attributes and Objects. | Xiaoyang Wang, Qiang Ji |
| 2012 | ICPR | Incorporating contextual knowledge to Dynamic Bayesian Networks for event recognition. | Xiaoyang Wang, Qiang Ji |
| 2012 | ICPR | A novel probabilistic approach utilizing clip attribute as hidden knowledge for event recognition. | Xiaoyang Wang, Qiang Ji |
| 2012 | ICPR | Learning dynamic Bayesian network discriminatively for human activity recognition. | Xiaoyang Wang, Qiang Ji |
| 2011 | AVSS | AVSS 2011 demo session: A large-scale benchmark dataset for event recognition in surveillance video. | Sangmin Oh, Anthony Hoogs, A. G. Amitha Perera, Naresh P. Cuntoor, Chia-Chih Chen, Jong Taek Lee, Saurajit Mukherjee, J. K. Aggarwal, Hyungtae Lee, Larry S. Davis, Eran Swears, Xiaoyang Wang, Qiang Ji, Kishore K. Reddy, Mubarak Shah, Carl Vondrick, Hamed Pirsiavash, Deva Ramanan, Jenny Yuen, Antonio Torralba, Bi Song, Anesco Fong, Amit K. Roy-Chowdhury, Mita Desai |
| 2011 | CVPR | A large-scale benchmark dataset for event recognition in surveillance video. | Sangmin Oh, Anthony Hoogs, A. G. Amitha Perera, Naresh P. Cuntoor, Chia-Chih Chen, Jong Taek Lee, Saurajit Mukherjee, J. K. Aggarwal, Hyungtae Lee, Larry S. Davis, Eran Swears, Xiaoyang Wang, Qiang Ji, Kishore K. Reddy, Mubarak Shah, Carl Vondrick, Hamed Pirsiavash, Deva Ramanan, Jenny Yuen, Antonio Torralba, Bi Song, Anesco Fong, Amit K. Roy-Chowdhury, Mita Desai |
| 2008 | VTC | Network Coding for Information Exchange between Multiple Nodes in Wireless Networks. | Han Liu, Xiaoyang Wang, Xiaodong Tu, Shaoqian Li |