| 2026 | ACL | Table-as-Search: Agentic Information Seeking is Table Completion. | Tian Lan, Felix Henry, Bin Zhu, Qianghuai Jia, Junyang Ren, Qihang Pu, Haijun Li, Longyue Wang, Zhao Xu, Weihua Luo |
| 2026 | ACL | MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools. | Wenhao Wang, Peizhi Niu, Zhao Xu, Zhaoyu Chen, Jian Du, Yaxin Du, Xianghe Pang, Keduan Huang, Yanfeng Wang, Qiang Yan, Siheng Chen |
| 2026 | ACL | MirrorCAPTCHA: Wild CAPTCHA, Wild Distribution, Wild Web-based Platform Meet Multimodal LLM Agents. | Xiangyu Wu, Yuwei Hu, Tianyu Cui, Yueying Tian, Qingguo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Yang Yang, Jianfeng Lu |
| 2025 | CVPR | UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation. | Lunhao Duan, Shanshan Zhao, Wenjun Yan, Yinglun Li, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Mingming Gong, Gui-Song Xia |
| 2025 | ICCV | Teefusion: Blending Text Embeddings to Distill Classifier-Free Guidance. | Minghao Fu, Guo-Hua Wang, Xiaohao Chen, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang |
| 2025 | ICCV | Mdp | Hui Sun, Shiyin Lu, Huanyu Wang, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Ming Li |
| 2025 | ICML | CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation. | Minghao Fu, Guo-Hua Wang, Liangfu Cao, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang |
| 2025 | ICML | Parrot: Multilingual Visual Instruction Tuning. | Hai-Long Sun, Da-Wei Zhou, Yang Li, Shiyin Lu, Chao Yi, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, De-Chuan Zhan, Han-Jia Ye |
| 2025 | KDD | LLMLight: Large Language Models as Traffic Signal Control Agents. | Siqi Lai, Zhao Xu, Weijia Zhang, Hao Liu, Hui Xiong |
| 2025 | MMM | MambaTalk: Speech-Driven 3D Facial Animation with Mamba. | Deli Zhu, Zhao Xu, Yunong Yang |
| 2024 | ACL | Generating and Evaluating Plausible Explanations for Knowledge Graph Completion. | Antonio Di Mauro, Zhao Xu, Wiem Ben Rim, Timo Sztyler, Carolin Lawrence |
| 2024 | EACL | A Human-Centric Evaluation Platform for Explainable Knowledge Graph Completion. | Zhao Xu, Wiem Ben Rim, Kiril Gashteovski, Timo Sztyler, Carolin Lawrence |
| 2024 | HCI | Evaluating Real-Time Emotional Responses Using Bullet Screen Sentiment Analysis: Evidence from Electrodermal Activity. | Zhao Xu, Qingchuan Li, Yao Song |
| 2024 | ICARCV | Enhancing Simultaneous Arrival at a Dynamic Target: A Hybrid Approach with Proximal Policy Optimization and Expert Rules. | Yifei Lei, Jinwen Hu, Zhao Xu, Chenqi Gao, Jiatong Li |
| 2024 | IJCNN | An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews. | Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao |
| 2024 | KDD | Urban Foundation Models: A Survey. | Weijia Zhang, Jindong Han, Zhao Xu, Hang Ni, Hao Liu, Hui Xiong |
| 2024 | SDM | 3D Molecular Geometry Analysis with 2D Graphs. | Zhao Xu, Yaochen Xie, Youzhi Luo, Xuan Zhang, Xinyi Xu, Meng Liu, Kaleb Dickerson, Cheng Deng, Maho Nakata, Shuiwang Ji |
| 2023 | CIKM | Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction. | Yunfeng Zhao, Xu Yan, Xiaoqiang Gui, Shuguang Han, Xiang-Rong Sheng, Guoxian Yu, Jufeng Chen, Zhao Xu, Bo Zheng |
| 2023 | HCI | College Students' Perceptions and Preferences Regarding Intelligent Advisory Systems in Multi-device Learning Environments. | Zhao Xu, Qingchuan Li |
| 2023 | ICML | Efficient and Equivariant Graph Networks for Predicting Quantum Hamiltonian. | Haiyang Yu, Zhao Xu, Xiaofeng Qian, Xiaoning Qian, Shuiwang Ji |
| 2022 | ICDM | Uncertainty Propagation in Node Classification. | Zhao Xu, Carolin Lawrence, Ammar Shaker, Raman Siarheyeu |
| 2022 | ICML | Self-Supervised Representation Learning via Latent Graph Prediction. | Yaochen Xie, Zhao Xu, Shuiwang Ji |
| 2022 | IJCNN | Spatio-Temporal Activity Recognition for Evolutionary Search Behavior Prediction. | Stephen Friess, Peter Tino, Stefan Menzel, Zhao Xu, Bernhard Sendhoff, Xin Yao |
| 2022 | KDD | Frontiers of Graph Neural Networks with DIG. | Shuiwang Ji, Meng Liu, Yi Liu, Youzhi Luo, Limei Wang, Yaochen Xie, Zhao Xu, Haiyang Yu |
| 2021 | IJCNN | Artificial Neural Networks as Feature Extractors in Continuous Evolutionary Optimization. | Stephen Friess, Peter Tio, Zhao Xu, Stefan Menzel, Bernhard Sendhoff, Xin Yao |
| 2021 | IJCNN | Interpreting Node Embedding with Text-labeled Graphs. | Giuseppe Serra, Zhao Xu, Mathias Niepert, Carolin Lawrence, Peter Tio, Xin Yao |
| 2021 | IJCNN | Learning Sparsity of Representations with Discrete Latent Variables. | Zhao Xu, Daniel Ooro-Rubio, Giuseppe Serra, Mathias Niepert |
| 2020 | IJCNN | Exploring Clinical Time Series Forecasting with Meta-Features in Variational Recurrent Models. | Ullah Ullah, Zhao Xu, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bck |
| 2019 | ICDM | Learning Time-Series Data of Industrial Design Optimization using Recurrent Neural Networks. | Sneha Saha, Thiago Rios, Stefan Menzel, Bernhard Sendhoff, Thomas Bck, Xin Yao, Zhao Xu, Patricia Wollstadt |
| 2019 | SMC | A Novel Approach for State Estimation Using Generative Adversarial Network. | Yi He, Songjian Chai, Zhao Xu |
| 2018 | FUSION | Linear Gaussian Regression Filter Based on Variational Bayes. | Xiaoxu Wang, Haoran Cui, Quan Pan, Yan Liang, Jinwen Hu, Zhao Xu |
| 2018 | ICARCV | Intelligent decision making for UAV based on Monte Carlo Simulation. | Yunhong Ma, Hao Liu, Yaozhong Zhang, Qiang He, Zhao Xu |
| 2018 | ICARCV | Data-Driven Fault Detection of Electrical Machine. | Zhao Xu, Jinwen Hu, Changhua Hu, Sivakumar Nadarajan, Chi-Keong Goh, Amit Gupta |
| 2017 | IJCAI | Stochastic Online Anomaly Analysis for Streaming Time Series. | Zhao Xu, Kristian Kersting, Lorenzo von Ritter |
| 2016 | DSAA | Robust Online Time Series Prediction with Recurrent Neural Networks. | Tian Guo, Zhao Xu, Xin Yao, Haifeng Chen, Karl Aberer, Koichi Funaya |
| 2016 | INDIN | Chance constrained programming based optimal network reconfiguration in smart grid. | Shunqi Zeng, Zhao Xu, Fushuan Wen, Loi Lei Lai |
| 2015 | DSAA | Time series analysis with graph-based semi-supervised learning. | Zhao Xu, Koichi Funaya |
| 2015 | ICMLC | An overview on wind power forecasting methods. | Songjian Chai, Zhao Xu, Loi Lei Lai, Kit Po Wong |
| 2015 | INDIN | Security constrained unit commitment-based power system dispatching with plug-in hybrid electric vehicles. | Qiuna Cai, Zhao Xu, Fushuan Wen, Loi Lei Lai, Kit Po Wong |
| 2015 | SMC | A Novel Network Partitioning Approach in Smart Grid Environment. | Youwei Jia, Zhao Xu, Loi Lei Lai, Kit Po Wong |
| 2013 | IECON | Online predictive maintenance approach for semiconductor equipment. | Ming Luo, Zhao Xu, Hian-Leng Chan, Marjan Alavi |
| 2012 | AAAI | Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images. | Kristian Kersting, Zhao Xu, Mirwaes Wahabzada, Christian Bauckhage, Christian Thurau, Christoph Rmer, Agim Ballvora, Uwe Rascher, Jens Leon, Lutz Plmer |
| 2012 | FUSION | A training algorithm and stability analysis for recurrent neural networks. | Zhao Xu, Qing Song, Danwei Wang, Haijin Fan |
| 2012 | ICDM | Efficient Learning for Hashing Proportional Data. | Zhao Xu, Kristian Kersting, Christian Bauckhage |
| 2012 | IJCNN | An information theoretic kernel algorithm for robust online learning. | Haijin Fan, Qing Song, Zhao Xu |
| 2012 | IJCNN | Online prediction of time series data with recurrent kernels. | Zhao Xu, Qing Song, Haijin Fan, Danwei Wang |
| 2012 | IECON | Recurrent online kernel recursive least square algorithm for nonlinear modeling. | Haijin Fan, Qing Song, Zhao Xu |
| 2011 | ICCSA | Application of System Dynamics, GIS and 3D Visualization in a Study of Residential Sustainability. | Zhao Xu, Volker Coors |
| 2011 | ICDM | Multi-task Learning with Task Relations. | Zhao Xu, Kristian Kersting |
| 2010 | ICARCV | Recurrent neural network based tracking control. | Zhao Xu, Qing Song, Danwei Wang |
| 2009 | ICDM | Stacked Gaussian Process Learning. | Marion Neumann, Kristian Kersting, Zhao Xu, Daniel Schulz |
| 2009 | IJCAI | Multi-Relational Learning with Gaussian Processes. | Zhao Xu, Kristian Kersting, Volker Tresp |
| 2008 | KDD | Social Network Mining with Nonparametric Relational Models. | Zhao Xu, Volker Tresp, Achim Rettinger, Kristian Kersting |
| 2007 | SNPD | Research on Distributed E-Commerce System Architecture. | Yang Xia, Qiang Zhang, Zhao Xu, Ling Zhang |
| 2006 | ADMA | Effective Feature Preprocessing for Time Series Forecasting. | Junhua Zhao, Zhao Yang Dong, Zhao Xu |
| 2006 | SMC | Fault Diagnosis of Mine Hoist Braking System Based on Wavelet Packet and Support Vector Machine. | Xiao-hui Guo, Xiaoping Ma, Zhao Xu |
| 2006 | UAI | Infinite Hidden Relational Models. | Zhao Xu, Volker Tresp, Kai Yu, Hans-Peter Kriegel |
| 2005 | APWEB | Interactive Semantic-Based Visualization Environment for Traditional Chinese Medicine Information. | Yuxin Mao, Zhaohui Wu, Zhao Xu, Huajun Chen, Yumeng Ye |
| 2005 | ER | Applying Semantic Web Technologies for Geodata Integration and Visualization. | Zhao Xu, Huajun Chen, Zhaohui Wu |
| 2005 | ICML | Dirichlet enhanced relational learning. | Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel |
| 2005 | ICWS | Context-Based Web Ontology Service for TCM Information Sharing. | Yuxin Mao, Zhao Xu |
| 2003 | CEC | Optimal dispatch of spinning reserve in a competitive electricity market using genetic algorithm. | Zhao Xu, Zhao Yang Dong, Kit Po Wong |
| 2003 | ECIR | A Hybrid Relevance-Feedback Approach to Text Retrieval. | Zhao Xu, Xiaowei Xu, Kai Yu, Volker Tresp |
| 2003 | ECIR | Representative Sampling for Text Classification Using Support Vector Machines. | Zhao Xu, Kai Yu, Volker Tresp, Xiaowei Xu, Jizhi Wang |
| 1991 | WSC | Airline-catering plant material handling system analysis with simulation and scaled animation. | Zhao Xu, Reza M. Pirasteh |