| 2026 | ACL | See or Say Graphs: Agent-Driven Scalable Graph Understanding with Vision-Language Models. | Shuo Han, Yukun Cao, Zezhong Ding, Zengyi Gao, S. Kevin Zhou, Xike Xie |
| 2026 | ACL | REAL: REtrieval-reAsoning and Logic-constructed Attention Behaviors for Long-Context KV Cache Compression. | Mengjie Li, Yuan Feng, Xike Xie, William J. Song |
| 2026 | ACL | KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering. | Zhiyang Li, Ao Ke, Yukun Cao, Xike Xie |
| 2026 | KDD | SIGHP: Scalable Information-Guided Hypergraph Partitioner. | Huhao Guan, Zezhong Ding, Ao Ke, Xike Xie, S. Kevin Zhou |
| 2025 | ACL | GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding. | Yukun Cao, Shuo Han, Zengyi Gao, Zezhong Ding, Xike Xie, S. Kevin Zhou |
| 2025 | ACL | FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs. | Zengyi Gao, Yukun Cao, Hairu Wang, Ao Ke, Yuan Feng, S. Kevin Zhou, Xike Xie |
| 2025 | EMNLP | SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context. | Hairu Wang, Yuan Feng, Yukun Cao, Xike Xie, S. Kevin Zhou |
| 2025 | ICASSP | CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs. | Junlin Lv, Yuan Feng, Xike Xie, Xin Jia, Qirong Peng, Guiming Xie |
| 2025 | ICDE | HIGGS: HIerarchy-Guided Graph Stream Summarization. | Xuan Zhao, Xike Xie, Christian S. Jensen |
| 2025 | ICML | Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams. | Yuan Feng, Yukun Cao, Hairu Wang, Xike Xie, S. Kevin Zhou |
| 2025 | IJCAI | Prototype-based Optimal Transport for Out-of-Distribution Detection. | Ao Ke, Wenlong Chen, Chuanwen Feng, Yukun Cao, Xike Xie, S. Kevin Zhou, Lei Feng |
| 2024 | AAAI | Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples. | Zhidong Yu, Wei Yang, Xike Xie, Zhenbo Shi |
| 2024 | AAAI | TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation. | Zhidong Yu, Wei Yang, Xike Xie, Zhenbo Shi |
| 2024 | ICASSP | Out-of-Distribution Detection for Learning-Based Chest X-Ray Diagnosis. | Wenlong Chen, Chuanwen Feng, Ao Ke, Xike Xie, S. Kevin Zhou |
| 2024 | ICLR | Mayfly: a Neural Data Structure for Graph Stream Summarization. | Yuan Feng, Yukun Cao, Hairu Wang, Xike Xie, S. Kevin Zhou |
| 2024 | IJCAI | Prompt Learning with Extended Kalman Filter for Pre-trained Language Models. | Quan Li, Xike Xie, Chao Wang, S. Kevin Zhou |
| 2024 | IJCAI | Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning. | Yilong Ren, Chuanwen Feng, Xike Xie, S. Kevin Zhou |
| 2023 | AAAI | Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams. | Yukun Cao, Yuan Feng, Xike Xie |
| 2023 | CVPR | OT-Filter: An Optimal Transport Filter for Learning with Noisy Labels. | Chuanwen Feng, Yilong Ren, Xike Xie |
| 2023 | Group | VR-Explorer: A Demonstration of a Virtual Reality Interactive Data Exploration System. | Haoyun Li, Yukun Cao, Xike Xie |
| 2023 | ICDE | Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learning. | Yukun Cao, Xike Xie, Kexin Huang |
| 2023 | ICDE | Approximate Indexing for Top-k Queries over Massive Spatio-textual Data Streams. | Hangjia Cen, Xike Xie, Xin Cao, Jiali Weng |
| 2023 | WISE | Multi-level Correlation Matching for Legal Text Similarity Modeling with Multiple Examples. | Ting Huang, Xike Xie, Xiufeng Liu |
| 2022 | ICDE | Clustering-based Partitioning for Large Web Graphs. | Deyu Kong, Xike Xie, Zhuoxu Zhang |
| 2022 | ICDE | GX-Plug: a Middleware for Plugging Accelerators to Distributed Graph Processing. | Kai Zou, Xike Xie, Qi Li, Deyu Kong |
| 2022 | MDM | UrbanGen: Generating Combined In- and Outdoor Trajectories. | Yunkai Sun, Nichlas Nielsen, Xike Xie, Torben Bach Pedersen, Ulf Simonsen, Hua Lu, Maite Ainciburu |
| 2022 | WWW | Multi-dimensional Probabilistic Regression over Imprecise Data Streams. | Ran Gao, Xike Xie, Kai Zou, Torben Bach Pedersen |
| 2021 | DASFAA | Top-k Closest Pair Queries over Spatial Knowledge Graph. | Fangwei Wu, Xike Xie, Jieming Shi |
| 2021 | ICDE | Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game. | Baoyi An, Mingjun Xiao, An Liu, Xike Xie, Xiaofang Zhou |
| 2021 | ICDE | TrajForesee: How limited detailed trajectories enhance large-scale sparse information to predict vehicle trajectories? | Kangjia Shao, Yang Wang, Zhengyang Zhou, Xike Xie, Guang Wang |
| 2021 | ICDE | On Efficient and Scalable Time-Continuous Spatial Crowdsourcing. | Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao |
| 2021 | WWW | XY-Sketch: on Sketching Data Streams at Web Scale. | Yongqiang Liu, Xike Xie |
| 2021 | WWW | STUaNet: Understanding Uncertainty in Spatiotemporal Collective Human Mobility. | Zhengyang Zhou, Yang Wang, Xike Xie, Lei Qiao, Yuantao Li |
| 2021 | WISE | GPUGraphX: A GPU-Aided Distributed Graph Processing System. | Qi Li, Kai Zou, Deyu Kong, Huhao Guan, Xike Xie |
| 2020 | AAAI | RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework. | Zhengyang Zhou, Yang Wang, Xike Xie, Lianliang Chen, Hengchang Liu |
| 2020 | ICDE | Efficient Attribute-Constrained Co-Located Community Search. | Jiehuan Luo, Xin Cao, Xike Xie, Qiang Qu, Zhiqiang Xu, Christian S. Jensen |
| 2020 | IJCAI | Inductive Link Prediction for Nodes Having Only Attribute Information. | Yu Hao, Xin Cao, Yixiang Fang, Xike Xie, Sibo Wang |
| 2020 | SSDBM | Transit-based Task Assignment in Spatial Crowdsourcing. | Srinivasa Raghavendra Bhuvan Gummidi, Torben Bach Pedersen, Xike Xie |
| 2019 | CIKM | Best Co-Located Community Search in Attributed Networks. | Jiehuan Luo, Xin Cao, Xike Xie, Qiang Qu |
| 2019 | ICDE | A Utility-Optimized Framework for Personalized Private Histogram Estimation (Extended Abstract). | Yiwen Nie, Wei Yang, Liusheng Huang, Xike Xie, Zhenhua Zhao, Shaowei Wang |
| 2019 | ICDM | An Integrated Model for Urban Subregion House Price Forecasting: A Multi-source Data Perspective. | Chuancai Ge, Yang Wang, Xike Xie, Hengchang Liu, Zhengyang Zhou |
| 2018 | ICDE | iZone: Efficient Influence Zone Evaluation over Geo-Textual Data. | Qing Liu, Zijin Feng, Xike Xie, Jianliang Xu, Xin Lin, Christian S. Jensen |
| 2018 | IJCAI | Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information. | Yang Wang, Yiwei Xiao, Xike Xie, Ruoyu Chen, Hengchang Liu |
| 2017 | CIKM | IMaxer: A Unified System for Evaluating Influence Maximization in Location-based Social Networks. | Muhammad Aamir Saleem, Rohit Kumar, Toon Calders, Xike Xie, Torben Bach Pedersen |
| 2017 | ICDE | Reverse Keyword-Based Location Search. | Xike Xie, Xin Lin, Jianliang Xu, Christian S. Jensen |
| 2017 | MDM | Finding Influential Local Users with Similar Interest from Geo-Tagged Social Media Data. | Jinling Jiang, Hua Lu, Pengfei Li, Gang Pan, Xike Xie |
| 2017 | WSDM | Location Influence in Location-based Social Networks. | Muhammad Aamir Saleem, Rohit Kumar, Toon Calders, Xike Xie, Torben Bach Pedersen |
| 2016 | ICDE | OLAP over probabilistic data cubes I: Aggregating, materializing, and querying. | Xike Xie, Xingjun Hao, Torben Bach Pedersen, Peiquan Jin, Jinchuan Chen |
| 2016 | ICDE | Enabling scalable geographic service sharing with weighted imprecise Voronoi cells. | Xike Xie, Peiquan Jin, Man Lung Yiu, Jiang Du, Christian S. Jensen, Mingxuan Yuan |
| 2016 | MDM | Scalable Processing of Location-Based Social Networking Queries. | Muhammad Aamir Saleem, Xike Xie, Torben Bach Pedersen |
| 2016 | SIGMOD | Learning-Based Cleansing for Indoor RFID Data. | Asif Iqbal Baba, Manfred Jaeger, Hua Lu, Torben Bach Pedersen, Wei-Shinn Ku, Xike Xie |
| 2015 | DASFAA | A ^3 3 SAR: Context-Aware Spatial Augmented Reality for Anywhere, Anyone, and Analysis. | Benjin Mei, Dehai Liu, Xike Xie, Jinchuan Chen, Xiaoyong Du |
| 2014 | ICDE | Constructing indoor navigation systems from digital building information. | Mikkel Boysen, Christian de Haas, Hua Lu, Xike Xie, Aiste Pilvinyte |
| 2014 | IDEAS | Survey of real-time processing systems for big data. | Xiufeng Liu, Nadeem Iftikhar, Xike Xie |
| 2014 | MDM | Handling False Negatives in Indoor RFID Data. | Asif Iqbal Baba, Hua Lu, Torben Bach Pedersen, Xike Xie |
| 2014 | W2GIS | A Journey from IFC Files to Indoor Navigation. | Mikkel Boysen, Christian de Haas, Hua Lu, Xike Xie |
| 2013 | DASFAA | Efficient Querying of Correlated Uncertain Data with Cached Results. | Jinchuan Chen, Min Zhang, Xike Xie, Xiaoyong Du |
| 2013 | DASFAA | Top-k Neighborhood Dominating Query. | Xike Xie, Hua Lu, Jinchuan Chen, Shuo Shang |
| 2013 | ICDE | Efficient distance-aware query evaluation on indoor moving objects. | Xike Xie, Hua Lu, Torben Bach Pedersen |
| 2013 | MDM | Spatiotemporal Data Cleansing for Indoor RFID Tracking Data. | Asif Iqbal Baba, Hua Lu, Xike Xie, Torben Bach Pedersen |
| 2013 | MDM | Modeling of Traffic-Aware Travel Time in Spatial Networks. | Shuo Shang, Hua Lu, Torben Bach Pedersen, Xike Xie |
| 2012 | SSDBM | Evaluating Trajectory Queries over Imprecise Location Data. | Xike Xie, Reynold Cheng, Man Lung Yiu |
| 2010 | ICDE | UV-diagram: A Voronoi diagram for uncertain data. | Reynold Cheng, Xike Xie, Man Lung Yiu, Jinchuan Chen, Liwen Sun |
| 2009 | EDBT | Evaluating probability threshold k-nearest-neighbor queries over uncertain data. | Reynold Cheng, Lei Chen, Jinchuan Chen, Xike Xie |