| 2026 | ACL | Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents. | Yifei Li, Weidong Guo, Lingling Zhang, Rongman Xu, Muye Huang, Hui Liu, Lijiao Xu, Yu Xu, Jun Liu |
| 2026 | ACL | UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity Mixture-of-Experts. | Zhenyu Liu, Yunxin Li, Xuanyu Zhang, Qixun Teng, Shenyuan Jiang, Xinyu Chen, Haoyuan Shi, Haolan Chen, Fanbo Meng, Mingjun Zhao, Yu Xu, Yancheng He, Baotian Hu, Haizhou Li, Min Zhang |
| 2026 | ACL | Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs. | Zhenyu Liu, Xuanyu Zhang, Yunxin Li, Qixun Teng, Shenyuan Jiang, Haolan Chen, Mingjun Zhao, Fanbo Meng, Yu Xu, Yancheng He, Baotian Hu, Haizhou Li, Min Zhang |
| 2026 | WCNC | Joint Pickup and Trajectory Optimization for Cellular Cargo UAV under Connectivity and Energy Constraints. | Wenjie Li, Han Zheng, Fahui Wu, Yu Xu, Yipeng Liang, Huabing Lu, Dingcheng Yang |
| 2026 | WCNC | Energy Minimization of Connectivity-Aware Cargo Unmanned Aerial Vehicles. | Fahui Wu, Peng Shi, Qinpei Liu, Dingcheng Yang, Yu Xu, Huabing Lu, Lin Xiao |
| 2026 | WCNC | Secure UAV-PASS Networks: Joint Trajectory and PAs' Positions Optimization. | Xingchi Zhang, Han Zheng, Xiaoqiang Lv, Yu Xu, Dingcheng Yang, Fahui Wu |
| 2025 | CIKM | Enhancing and Assessing Instruction-Following with Fine-Grained Instruction Variants. | Jiuding Yang, Hui Liu, Weidong Guo, Yu Xu, Di Niu |
| 2025 | COLING | TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution. | Jiuding Yang, Shengyao Lu, Weidong Guo, Xiangyang Li, Kaitong Yang, Yu Xu, Di Niu |
| 2025 | EMNLP | High-Quality Medical Dialogue Synthesis for Improving EMR Generation. | Chengze Ge, Yu Xu, Qi Shao, Shengping Liu |
| 2025 | ICIS | The Impact of AI-Induced Market Uncertainty on the Users' Minting Strategies in NFT Marketplace. | Yu Xu, Mengyuan Fang, Chaoyue Gao, Alvin Leung, Qiang Ye |
| 2025 | ICPADS | NCCP: A Notary Group-Based Cross-Chain Channel Protocol for Secure and Scalable Interoperable Payments. | Hai Liang, Xiaoye Lu, Yujue Wang, Changsong Yang, Yu Xu, Shuo Wang |
| 2025 | VTC | Trajectory Design for Kinematic Constrained Cargo UAV Delivery System Based on Radio Map. | Huichuan Liu, Fahui Wu, Dingcheng Yang, Yu Xu, Lin Xiao |
| 2025 | VTC | UAV-Enabled Integrated Sensing and Communications for Internet of Things: Trajectory Optimization and Beamforming Design. | Yifei Wang, Fahui Wu, Yu Xu, Dingcheng Yang, Lin Xiao, Huabing Lu |
| 2025 | SIGMOD | TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs. | Shige Liu, Zhifang Zeng, Li Chen, Adil Ainihaer, Arun Ramasami, Songting Chen, Yu Xu, Mingxi Wu, Jianguo Wang |
| 2025 | SiggraphA | In-Context Brush: Zero-shot Customized Subject Insertion with Context-Aware Latent Space Manipulation. | Yu Xu, Fan Tang, You Wu, Lin Gao, Oliver Deussen, Hongbin Yan, Jintao Li, Juan Cao, Tong-Yee Lee |
| 2024 | ACL | Instruction Fusion: Advancing Prompt Evolution through Hybridization. | Weidong Guo, Jiuding Yang, Kaitong Yang, Xiangyang Li, Zhuwei Rao, Yu Xu, Di Niu |
| 2024 | CVPR | UniGS: Unified Representation for Image Generation and Segmentation. | Lu Qi, Lehan Yang, Weidong Guo, Yu Xu, Bo Du, Varun Jampani, Ming-Hsuan Yang |
| 2024 | GLOBECOM | Multi-UAVs Pickup and Delivery Problem: Minimizing Maximum Energy Consumption. | Zicong Deng, Fahui Wu, Yu Xu, Yuanhua Luo, Dingcheng Yang, Lin Xiao |
| 2024 | PIMRC | Trajectory Optimization for Connectivity-Aware Inspection UAV: A Hybrid Algorithm of DRL and SA. | Wei Wang, Jiangling Cao, Dingcheng Yang, Fahui Wu, Yu Xu, Lin Xiao |
| 2023 | ACL | Exploiting Hierarchically Structured Categories in Fine-grained Chinese Named Entity Recognition. | Jiuding Yang, Jinwen Luo, Weidong Guo, Di Niu, Yu Xu |
| 2023 | ACL | ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment Analysis. | Jiuding Yang, Yakun Yu, Di Niu, Weidong Guo, Yu Xu |
| 2023 | CIKM | Mulco: Recognizing Chinese Nested Named Entities through Multiple Scopes. | Jiuding Yang, Jinwen Luo, Weidong Guo, Jerry Chen, Di Niu, Yu Xu |
| 2023 | PAKDD | TCR: Short Video Title Generation and Cover Selection with Attention Refinement. | Yakun Yu, Jiuding Yang, Weidong Guo, Hui Liu, Yu Xu, Di Niu |
| 2022 | EMNLP | MatRank: Text Re-ranking by Latent Preference Matrix. | Jinwen Luo, Jiuding Yang, Weidong Guo, Chenglin Li, Di Niu, Yu Xu |
| 2022 | IECON | Electric Vehicle Heating Management Techniques utilizing Drivetrain-Loss-Heating of Refrigerant. | Anton Kersten, Andreas Andersson, Branko Ban, Yu Xu, Marcus Rodn, Alireza Norouzzadeh, Stefan Rydn |
| 2022 | ISNCC | Stochastic Resource Management and Trajectory Optimization for Cellular-Connected Multi-UAV Mobile Edge Computing Systems. | Yu Xu, Hongfeng Tian, Tiankui Zhang, Dingcheng Yang, Lin Xiao |
| 2021 | KDD | Task-wise Split Gradient Boosting Trees for Multi-center Diabetes Prediction. | Mingcheng Chen, Zhenghui Wang, Zhiyun Zhao, Weinan Zhang, Xiawei Guo, Jian Shen, Yanru Qu, Jieli Lu, Min Xu, Yu Xu, Tiange Wang, Mian Li, Weiwei Tu, Yong Yu, Yufang Bi, Weiqing Wang, Guang Ning |
| 2020 | CIKM | AutoADR: Automatic Model Design for Ad Relevance. | Yiren Chen, Yaming Yang, Hong Sun, Yujing Wang, Yu Xu, Wei Shen, Rong Zhou, Yunhai Tong, Jing Bai, Ruofei Zhang |
| 2020 | SC | Alita: comprehensive performance isolation through bias resource management for public clouds. | Quan Chen, Shuai Xue, Shang Zhao, Shanpei Chen, Yihao Wu, Yu Xu, Zhuo Song, Tao Ma, Yong Yang, Minyi Guo |
| 2020 | SIGMOD | Aggregation Support for Modern Graph Analytics in TigerGraph. | Alin Deutsch, Yu Xu, Mingxi Wu, Victor E. Lee |
| 2020 | SIGMOD | GIANT: Scalable Creation of a Web-scale Ontology. | Bang Liu, Weidong Guo, Di Niu, Jinwen Luo, Chaoyue Wang, Zhen Wen, Yu Xu |
| 2019 | ACL | Matching Article Pairs with Graphical Decomposition and Convolutions. | Bang Liu, Di Niu, Haojie Wei, Jinghong Lin, Yancheng He, Kunfeng Lai, Yu Xu |
| 2019 | DASFAA | Sparse Gradient Compression for Distributed SGD. | Haobo Sun, Yingxia Shao, Jiawei Jiang, Bin Cui, Kai Lei, Yu Xu, Jiang Wang |
| 2019 | IUI | Personalizing User Interactions in a Social Shopping Context and Open Challenges. | Yu Xu, Michael J. Lee |
| 2019 | KDD | A Deep Generative Approach to Search Extrapolation and Recommendation. | Fred X. Han, Di Niu, Haolan Chen, Kunfeng Lai, Yancheng He, Yu Xu |
| 2019 | KDD | A User-Centered Concept Mining System for Query and Document Understanding at Tencent. | Bang Liu, Weidong Guo, Di Niu, Chaoyue Wang, Shunnan Xu, Jinghong Lin, Kunfeng Lai, Yu Xu |
| 2019 | WWW | Inferring Search Queries from Web Documents via a Graph-Augmented Sequence to Attention Network. | Fred X. Han, Di Niu, Kunfeng Lai, Weidong Guo, Yancheng He, Yu Xu |
| 2019 | WWW | Learning to Generate Questions by LearningWhat not to Generate. | Bang Liu, Mingjun Zhao, Di Niu, Kunfeng Lai, Yancheng He, Haojie Wei, Yu Xu |
| 2018 | CIKM | Multiresolution Graph Attention Networks for Relevance Matching. | Ting Zhang, Bang Liu, Di Niu, Kunfeng Lai, Yu Xu |
| 2018 | IUI | Shopping as a Social Activity: Understanding People's Categorical Item Sharing Preferences on Social Networks. | Yu Xu, Michael J. Lee |
| 2018 | KDD | MIX: Multi-Channel Information Crossing for Text Matching. | Haolan Chen, Fred X. Han, Di Niu, Dong Liu, Kunfeng Lai, Chenglin Wu, Yu Xu |
| 2018 | WWW | Matching Natural Language Sentences with Hierarchical Sentence Factorization. | Bang Liu, Ting Zhang, Fred X. Han, Di Niu, Kunfeng Lai, Yu Xu |
| 2018 | USENIX | MDev-NVMe: A NVMe Storage Virtualization Solution with Mediated Pass-Through. | Bo Peng, Haozhong Zhang, Jianguo Yao, Yaozu Dong, Yu Xu, Haibing Guan |
| 2018 | VEE | Demon: An Efficient Solution for on-Device MMU Virtualization in Mediated Pass-Through. | Yu Xu, Jianguo Yao, Yaozu Dong, Kun Tian, Xiao Zheng, Haibing Guan |
| 2017 | CIKM | Growing Story Forest Online from Massive Breaking News. | Bang Liu, Di Niu, Kunfeng Lai, Linglong Kong, Yu Xu |
| 2017 | IWQoS | Cost-efficient negotiation over multiple resources with reinforcement learning. | Yu Xu, Jianguo Yao, Hans-Arno Jacobsen, Haibing Guan |
| 2016 | CIKM | Separating-Plane Factorization Models: Scalable Recommendation from One-Class Implicit Feedback. | Haolan Chen, Di Niu, Kunfeng Lai, Yu Xu, Masoud Ardakani |
| 2016 | ECIR | Do Your Social Profiles Reveal What Languages You Speak? Language Inference from Social Media Profiles. | Yu Xu, M. Rami Ghorab, Zhongqing Wang, Dong Zhou, Samus Lawless |
| 2015 | CICLING | Search Personalization via Aggregation of Multidimensional Evidence About User Interests. | Yu Xu, M. Rami Ghorab, Samus Lawless |
| 2014 | CHI | Oris: enhance social self-awareness for visually impaired people. | Xuan Luo, Yu Xu, Clark Mullen |
| 2014 | ICWS | Combining Global and Local Trust for Service Recommendation. | Mingdong Tang, Yu Xu, Jianxun Liu, Zibin Zheng, Xiaoqing Frank Liu |
| 2013 | ACL | Leveraging Synthetic Discourse Data via Multi-task Learning for Implicit Discourse Relation Recognition. | Man Lan, Yu Xu, Zheng-Yu Niu |
| 2013 | ICWS | An Efficient Trust Propagation Scheme for Predicting Trustworthiness of Service Providers in Service-Oriented Social Networks. | Yu Xu, Jianxun Liu, Mingdong Tang, Xiaoqing (Frank) Liu |
| 2013 | VTC | Joint Power Reduction and Time-Domain Scheduling for Interference Mitigation in Macro-Pico Heterogeneous Networks with Differential Evolution. | Rui Han, Chunyan Feng, Hailun Xia, Qi Li, Yu Xu |
| 2012 | IJCNN | Connective prediction using machine learning for implicit discourse relation classification. | Yu Xu, Man Lan, Yue Lu, Zheng-Yu Niu, Chew Lim Tan |
| 2012 | ICWS | AWSR: Active Web Service Recommendation Based on Usage History. | Guosheng Kang, Jianxun Liu, Mingdong Tang, Xiaoqing (Frank) Liu, Buqing Cao, Yu Xu |
| 2011 | ICMLC | Evaluation of power supply capability in medium voltage distribution networks based on fuzzy theory. | Yu Xu, Zhi-Ming Chen |
| 2011 | SIGMOD | A Hadoop based distributed loading approach to parallel data warehouses. | Yu Xu, Pekka Kostamaa, Yan Qi, Jian Wen, Kevin Keliang Zhao |
| 2010 | COLING | Predicting Discourse Connectives for Implicit Discourse Relation Recognition. | Zhi-Min Zhou, Yu Xu, Zheng-Yu Niu, Man Lan, Jian Su, Chew Lim Tan |
| 2010 | ICDE | A new algorithm for small-large table outer joins in parallel DBMS. | Yu Xu, Pekka Kostamaa |
| 2010 | SIGMOD | Integrating hadoop and parallel DBMs. | Yu Xu, Pekka Kostamaa, Like Gao |
| 2010 | SIGdial | The Effects of Discourse Connectives Prediction on Implicit Discourse Relation Recognition. | Zhi-Min Zhou, Man Lan, Zheng-Yu Niu, Yu Xu, Jian Su |
| 2009 | IJCNN | CpG-discover: A machine learning approach for CpG islands identification from human DNA sequence. | Man Lan, Yu Xu, Lin Li, Fei Wang, Ying Zuo, Yuan Chen, Chew Lim Tan, Jian Su |
| 2008 | EDBT | Efficient LCA based keyword search in XML data. | Yu Xu, Yannis Papakonstantinou |
| 2008 | SIGMOD | Handling data skew in parallel joins in shared-nothing systems. | Yu Xu, Pekka Kostamaa, Xin Zhou, Liang Chen |
| 2007 | CIKM | Efficient LCA based keyword search in xml data. | Yu Xu, Yannis Papakonstantinou |
| 2006 | APSCC | On Loan-to-Value Ratios of Inventory Financing with Doubly Stochastic Poisson Default Processes. | Yixue Li, Yu Xu, Gengzhong Feng, Wenqiang Dai |
| 2006 | IROS | Intelligent Rotor Speed Controller for a Mini Autonomous Helicopter. | Yu Xu, Ping Li, Bo Han, Qinyuan Ren |
| 2005 | SIGMOD | Extending XQuery for Analytics. | Kevin S. Beyer, Donald D. Chamberlin, Latha S. Colby, Fatma zcan, Hamid Pirahesh, Yu Xu |
| 2005 | SIGMOD | Efficient Keyword Search for Smallest LCAs in XML Databases. | Yu Xu, Yannis Papakonstantinou |
| 2004 | ICDE | Minimization and Group-By Detection for Nested XQueries. | Alin Deutsch, Yannis Papakonstantinou, Yu Xu |
| 2004 | VLDB | The NEXT Logical Framework for XQuery. | Alin Deutsch, Yannis Papakonstantinou, Yu Xu |
| 2003 | ICDE | PIX: A System for Phrase Matching in XML Documents. | Sihem Amer-Yahia, Mary F. Fernndez, Divesh Srivastava, Yu Xu |
| 2003 | SIGMOD | PIX: Exact and Approximate Phrase Matching in XML. | Sihem Amer-Yahia, Mary F. Fernndez, Divesh Srivastava, Yu Xu |
| 2003 | VLDB | Phrase Matching in XML. | Sihem Amer-Yahia, Mary F. Fernndez, Divesh Srivastava, Yu Xu |