| 2026 | AAAI | REINA: Regularized Entropy Information-Based Loss for Efficient Simultaneous Speech Translation. | Nameer Hirschkind, Joseph Liu, Xiao Yu, Mahesh Kumar Nandwana |
| 2026 | AAAI | DGSAN: Dual-Graph Spatiotemporal Attention Network for Pulmonary Nodule Malignancy Prediction. | Xiao Yu, Zhaojie Fang, Guanyu Zhou, Yin Shen, Huoling Luo, Ye Li, Ahmed Elazab, Xiang Wan, Ruiquan Ge, Changmiao Wang |
| 2026 | PAKDD | EUR-GAN: Enhanced URes-Net Generative Adversarial Network for CT Image Super-resolution. | Yubin Wei, Xiao Yu, Jinting Guan |
| 2025 | AAAI | Memory-Reduced Meta-Learning with Guaranteed Convergence. | Honglin Yang, Ji Ma, Xiao Yu |
| 2025 | ACL | ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining. | Xiao Yu, Ruize Xu, Chengyuan Xue, Jinzhong Zhang, Xu Ma, Zhou Yu |
| 2025 | ACL | FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings. | Tong Liu, Xiao Yu, Wenxuan Zhou, Jindong Gu, Volker Tresp |
| 2025 | ACL | EvoBench: Towards Real-world LLM-Generated Text Detection Benchmarking for Evolving Large Language Models. | Xiao Yu, Yi Yu, Dongrui Liu, Kejiang Chen, Weiming Zhang, Nenghai Yu, Jing Shao |
| 2025 | APSEC | Where Is Self-admitted Code Generated by Large Language Models on GitHub? | Xiao Yu, Lei Liu, Xing Hu, Jin Liu, Xin Xia |
| 2025 | ICLR | ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning. | Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu |
| 2025 | IROS | Automated Manipulation of Magnetic Microswarms for Temporal Logic Cargo Delivery Tasks in Complex Environments. | Naifu Zhang, Tao Luo, Chongjie Jiang, Xiang Yin, Xiao Yu, Rongrong Ji |
| 2025 | KSEM | IR-SDTNet: An Infrared Small Target Detection Network Based on Denoising Enhancement. | Mengdi Sun, Xiao Yu, Linyi Hou, Huanhuan Li, Xiaoyu Li |
| 2025 | SIGCOMM | MegaScale-Infer: Efficient Mixture-of-Experts Model Serving with Disaggregated Expert Parallelism. | Ruidong Zhu, Ziheng Jiang, Chao Jin, Peng Wu, Cesar A. Stuardo, Dongyang Wang, Xinlei Zhang, Huaping Zhou, Haoran Wei, Yang Cheng, Jianzhe Xiao, Xinyi Zhang, Lingjun Liu, Haibin Lin, Li-Wen Chang, Jianxi Ye, Xiao Yu, Xuanzhe Liu, Xin Jin, Xin Liu |
| 2024 | ACISP | CCE&D: A Configuration Failure Prevention Method for Autonomous Driving Systems. | Yanqiu Zhang, Xiao Yu, Jinzhao Liu, Li Zhang, Yuanzhang Li, Yuan Tan |
| 2024 | ACL | Distantly-Supervised Joint Extraction with Noise-Robust Learning. | Yufei Li, Xiao Yu, Yanghong Guo, Yanchi Liu, Haifeng Chen, Cong Liu |
| 2024 | ACL | LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems. | Xiao Yu, Yunan Lu, Zhou Yu |
| 2024 | ACNS | ProvIoT : Detecting Stealthy Attacks in IoT through Federated Edge-Cloud Security. | Kunal Mukherjee, Joshua Wiedemeier, Qi Wang, Junpei Kamimura, Junghwan John Rhee, James Wei, Zhichun Li, Xiao Yu, Lu-An Tang, Jiaping Gui, Kangkook Jee |
| 2024 | CVPR | UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement. | Yaofeng Xie, Lingwei Kong, Kai Chen, Ziqiang Zheng, Xiao Yu, Zhibin Yu, Bing Zheng |
| 2024 | EMNLP | Text Fluoroscopy: Detecting LLM-Generated Text through Intrinsic Features. | Xiao Yu, Kejiang Chen, Qi Yang, Weiming Zhang, Nenghai Yu |
| 2024 | EMNLP | LIONs: An Empirically Optimized Approach to Align Language Models. | Xiao Yu, Qingyang Wu, Yu Li, Zhou Yu |
| 2024 | ICARCV | Optimal Synthesis for Stochastic Systems with Information Security Preservation Under Temporal Logic Constraints. | Yiwei Zheng, Weiyao Lan, Xiao Yu |
| 2024 | ICASSP | Voice Toxicity Detection Using Multi-Task Learning. | Mahesh Kumar Nandwana, Yifan He, Joseph Liu, Xiao Yu, Charles Shang, Eloi du Bois, Morgan McGuire, Kiran Bhat |
| 2024 | Interspeech | Diffusion Synthesizer for Efficient Multilingual Speech to Speech Translation. | Nameer Hirschkind, Xiao Yu, Mahesh Kumar Nandwana, Joseph Liu, Eloi du Bois, Dao Le, Nicolas Thiebaut, Colin Sinclair, Kyle Spence, Charles Shang, Zo Abrams, Morgan McGuire |
| 2024 | ISSTA | Practitioners' Expectations on Automated Test Generation. | Xiao Yu, Lei Liu, Xing Hu, Jacky Keung, Xin Xia, David Lo |
| 2024 | NAACL | Teaching Language Models to Self-Improve through Interactive Demonstrations. | Xiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu |
| 2024 | PAKDD | Dfp-Unet: A Biomedical Image Segmentation Method Based on Deformable Convolution and Feature Pyramid. | Zengzhi Yang, Yubin Wei, Xiao Yu, Jinting Guan |
| 2024 | RecSys | ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning. | Xiao Yu, Jinzhong Zhang, Zhou Yu |
| 2023 | ACL | Controllable Mixed-Initiative Dialogue Generation through Prompting. | Maximillian Chen, Xiao Yu, Weiyan Shi, Urvi Awasthi, Zhou Yu |
| 2023 | ACL | Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data. | Yufei Li, Xiao Yu, Yanchi Liu, Haifeng Chen, Cong Liu |
| 2023 | CoDIT | Verification of Detectability for Unambiguous Weighted Automata Using Self-Composition. | Shaowen Miao, Aiwen Lai, Xiao Yu, Sbastien Lahaye, Jan Komenda |
| 2023 | EACL | FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric. | Maximillian Chen, Caitlyn Chen, Xiao Yu, Zhou Yu |
| 2023 | EMNLP | Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning. | Xiao Yu, Maximillian Chen, Zhou Yu |
| 2023 | EMNLP | KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning. | Xiao Yu, Qingyang Wu, Kun Qian, Zhou Yu |
| 2023 | ICONIP | Multi-model Smart Contract Vulnerability Detection Based on BiGRU. | Shuxiao Song, Xiao Yu, Yuexuan Ma, Jiale Li, Jie Yu |
| 2023 | ICONIP | A Stealth Security Hardening Method Based on SSD Firmware Function Extension. | Xiao Yu, Zhao Li, Xu Qiao, Yu-an Tan, Yuanzhang Li, Li Zhang |
| 2023 | IGARSS | Graph-Based Multi-View Learning for Hyperspectral Remote Sensing Image Classification. | Xiao Yu, Qiang Zhang |
| 2023 | WCNC | Towards Position-independent Gesture Recognition Based on WiFi by Subcarrier Selection and Gesture Code. | Xiao Yu, Ting Jiang, Xue Ding, Zhenxiong Yao, Xinyi Zhou, Yi Zhong |
| 2022 | ISSRE | The Impact of Software Aging and Rejuvenation on the User Experience for Android System. | Kai Jia, Xiao Yu, Chen Zhang, Wenhua Hu, Dongdong Zhao, Jianwen Xiang |
| 2022 | VR | High-Quality Surface-Based 3D Reconstruction Using 2.5D Maps. | Lingxiao Song, Xiao Yu, Huijun Di, Weiran Wang |
| 2021 | COMPSAC | ROCT: Radius-based Class Overlap Cleaning Technique to Alleviate the Class Overlap Problem in Software Defect Prediction. | Shuo Feng, Jacky Keung, Jie Liu, Yan Xiao, Xiao Yu, Miao Zhang |
| 2021 | DSN | Whether the sensitive information statement of the IoT privacy policy is consistent with the actual behavior. | Xiao Yu, Yiyu Yang, Wengjie Wang, Yuqing Zhang |
| 2021 | ICRA | Distributed Rendezvous Control of Networked Uncertain Robotic Systems with Bearing Measurements. | Jianing Zhao, Hanjiang Hu, Keyi Zhu, Xiao Yu, Hesheng Wang |
| 2021 | ISSRE | Within-Project Software Aging Defect Prediction Based on Active Learning. | Mengting Liang, Dimeng Li, Bin Xu, Dongdong Zhao, Xiao Yu, Jianwen Xiang |
| 2021 | QRS | A Cross-Project Aging-Related Bug Prediction Approach Based on Joint Probability Domain Adaptation and k-means SMOTE. | Dimeng Li, Mengting Liang, Bin Xu, Xiao Yu, Junwei Zhou, Jianwen Xiang |
| 2021 | QRS | Learning to rank software modules for effort-aware defect prediction. | Jiqing Rao, Xiao Yu, Chen Zhang, Junwei Zhou, Jianwen Xiang |
| 2020 | ACSAC | This is Why We Can't Cache Nice Things: Lightning-Fast Threat Hunting using Suspicion-Based Hierarchical Storage. | Wajih Ul Hassan, Ding Li, Kangkook Jee, Xiao Yu, Kexuan Zou, Dawei Wang, Zhengzhang Chen, Zhichun Li, Junghwan Rhee, Jiaping Gui, Adam Bates |
| 2020 | CLOUD | Vessels: efficient and scalable deep learning prediction on trusted processors. | Kyungtae Kim, Chung Hwan Kim, Junghwan John Rhee, Xiao Yu, Haifeng Chen, Dave (Jing) Tian, Byoungyoung Lee |
| 2020 | ICCCN | IoT-APIScanner: Detecting API Unauthorized Access Vulnerabilities of IoT Platform. | Yilian Li, Yiyu Yang, Xiao Yu, Ting Yang, Lihua Dong, Wengjie Wang |
| 2020 | INFOCOM | An Improved Shapley Value Benefit Distribution Mechanism in Cooperative Game of Cyber Threat Intelligence Sharing. | Weiqiang Xie, Xiao Yu, Yuqing Zhang, He Wang |
| 2020 | NDSS | You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis. | Qi Wang, Wajih Ul Hassan, Ding Li, Kangkook Jee, Xiao Yu, Kexuan Zou, Junghwan Rhee, Zhengzhang Chen, Wei Cheng, Carl A. Gunter, Haifeng Chen |
| 2020 | QRS | Revisiting the Impact of Concept Drift on Just-in-Time Quality Assurance. | Kwabena Ebo Bennin, Nauman Bin Ali, Jrgen Brstler, Xiao Yu |
| 2020 | QRS | An Improved Comprehensive Evaluation Method for Software Development Ability. | Xiao Yu, Wenhong Liu, Jun Yang |
| 2020 | SecureComm | Anomaly Detection on Web-User Behaviors Through Deep Learning. | Jiaping Gui, Zhengzhang Chen, Xiao Yu, Cristian Lumezanu, Haifeng Chen |
| 2019 | ICDM | A Community-Enhanced Retrieval Model for Text-Rich Heterogeneous Information Networks. | Lidan Wang, Xiao Yu, Fangbo Tao |
| 2019 | IJCAI | Heterogeneous Graph Matching Networks for Unknown Malware Detection. | Shen Wang, Zhengzhang Chen, Xiao Yu, Ding Li, Jingchao Ni, Lu-An Tang, Jiaping Gui, Zhichun Li, Haifeng Chen, Philip S. Yu |
| 2019 | IECON | A Compact Hardware Implementation for the SCA-resistant PRESENT Cipher. | Xiao Yu, Ning Wu, Fang Zhou, Jinbao Zhang, Xinggan Zhang |
| 2018 | ICA3PP | Blind Estimation Algorithm Over Fast-Fading Multipath OFDM Channels. | Jing Liu, Kun Han, Wenhua Wu, Shu Wang, Xiao Yu |
| 2018 | ICA3PP | A Java Code Protection Scheme via Dynamic Recovering Runtime Instructions. | Jiajia Sun, Jinbao Gao, Yu-an Tan, Yu Zhang, Xiao Yu |
| 2018 | ICARCV | A New Congestion Analysis and Dynamics Development on Integrated Avionics Network. | Jiandong Zhang, Qiming Yang, Xiao Yu, Dan Li, Guoqing Shi |
| 2018 | ICSE | Dataflow tunneling: mining inter-request data dependencies for request-based applications. | Xiao Yu, Guoliang Jin |
| 2017 | ISSRE | Learning from Imbalanced Data for Predicting the Number of Software Defects. | Xiao Yu, Jin Liu, Zijiang Yang, Xiangyang Jia, Qi Ling, Sizhe Ye |
| 2017 | SEKE | FSCR: A Feature Selection Method for Software Defect Prediction. | Xiao Yu, Ziyi Ma, Chuanxiang Ma, Yi Gu, Ruiqi Liu, Yan Zhang |
| 2017 | SEKE | A Reinforced Hungarian Algorithm for Task Allocation in Global Software Development. | Xiao Yu, Man Wu, Xiangyang Jia, Ye Liu |
| 2017 | SEKE | Combing Data Filter and Data Sampling for Cross-Company Defect Prediction: An Empricial Study. | Xiao Yu, Man Wu, Yan Zhang, Mandi Fu |
| 2017 | SEKE | Using Class Imbalance Learning for Cross-Company Defect Prediction. | Xiao Yu, Mingsong Zhou, Xu Chen, Lijun Deng |
| 2017 | SEKE | A Data Filtering Method Based on Agglomerative Clustering. | Xiao Yu, Peipei Zhou, Jiansheng Zhang, Jin Liu |
| 2016 | ASPLOS | CloudSeer: Workflow Monitoring of Cloud Infrastructures via Interleaved Logs. | Xiao Yu, Pallavi Joshi, Jianwu Xu, Guoliang Jin, Hui Zhang, Guofei Jiang |
| 2016 | ISSRE | Bayesian Network Based Program Dependence Graph for Fault Localization. | Xiao Yu, Jin Liu, Zijiang James Yang, Xiao Liu, Xiaofei Yin, Shijie Yi |
| 2016 | WWW | Discovering Structure in the Universe of Attribute Names. | Alon Y. Halevy, Natalya Fridman Noy, Sunita Sarawagi, Steven Euijong Whang, Xiao Yu |
| 2016 | SEKE | A Multi-Source TrAdaBoost Approach for Cross-Company Defect Prediction. | Xiao Yu, Jin Liu, Mandi Fu, Chuanxiang Ma, Guoping Nie |
| 2015 | CIKM | Classification with Active Learning and Meta-Paths in Heterogeneous Information Networks. | Chang Wan, Xiang Li, Ben Kao, Xiao Yu, Quanquan Gu, David Wai-Lok Cheung, Jiawei Han |
| 2015 | ICA3PP | A MapReduce Reinforced Distributed Sequential Pattern Mining Algorithm. | Xiao Yu, Jin Liu, Xiao Liu, Chuanxiang Ma, Bin Li |
| 2015 | IVCNZ | Video-based document image scanning using a mobile device. | Bo Jiang, Sijiang Liu, Siyu Xia, Xiao Yu, Mengmeng Ding, Xuedong Hou, Yu Gao |
| 2014 | ASPLOS | Comprehending performance from real-world execution traces: a device-driver case. | Xiao Yu, Shi Han, Dongmei Zhang, Tao Xie |
| 2014 | KDD | ClusCite: effective citation recommendation by information network-based clustering. | Xiang Ren, Jialu Liu, Xiao Yu, Urvashi Khandelwal, Quanquan Gu, Lidan Wang, Jiawei Han |
| 2014 | WSDM | Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts. | Xiang Ren, Yujing Wang, Xiao Yu, Jun Yan, Zheng Chen, Jiawei Han |
| 2014 | WSDM | On building entity recommender systems using user click log and freebase knowledge. | Xiao Yu, Hao Ma, Bo-June Paul Hsu, Jiawei Han |
| 2014 | WSDM | Personalized entity recommendation: a heterogeneous information network approach. | Xiao Yu, Xiang Ren, Yizhou Sun, Quanquan Gu, Bradley Sturt, Urvashi Khandelwal, Brandon Norick, Jiawei Han |
| 2013 | CCGRID | Bi-Hadoop: Extending Hadoop to Improve Support for Binary-Input Applications. | Xiao Yu, Bo Hong |
| 2013 | CIKM | Content coverage maximization on word networks for hierarchical topic summarization. | Chi Wang, Xiao Yu, Yanen Li, Chengxiang Zhai, Jiawei Han |
| 2013 | KDD | Mining lines in the sand: on trajectory discovery from untrustworthy data in cyber-physical system. | Lu-An Tang, Xiao Yu, Quanquan Gu, Jiawei Han, Alice Leung, Thomas La Porta |
| 2013 | RecSys | Recommendation in heterogeneous information networks with implicit user feedback. | Xiao Yu, Xiang Ren, Yizhou Sun, Bradley Sturt, Urvashi Khandelwal, Quanquan Gu, Brandon Norick, Jiawei Han |
| 2013 | SIGMOD | Research-insight: providing insight on research by publication network analysis. | Fangbo Tao, Xiao Yu, Kin Hou Lei, George Brova, Xiao Cheng, Jiawei Han, Rucha Kanade, Yizhou Sun, Chi Wang, Lidan Wang, Tim Weninger |
| 2012 | CIKM | User guided entity similarity search using meta-path selection in heterogeneous information networks. | Xiao Yu, Yizhou Sun, Brandon Norick, Tiancheng Mao, Jiawei Han |
| 2012 | CIS | Segmentation Algorithm Study for Infrared Images with Occluded Target Based on Artificial Immune System. | Dongmei Fu, Xiao Yu, Tingting Wang |
| 2012 | ICARCV | Obstacle avoidance path planning strategy for robot arm based on fuzzy logic. | Yanjie Chen, Yaonan Wang, Xiao Yu |
| 2012 | ICDE | Multidimensional Analysis of Atypical Events in Cyber-Physical Data. | Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Hector Gonzalez, Sebastian Seith |
| 2012 | ICDM | Estimating Local Information Trustworthiness via Multi-source Joint Matrix Factorization. | Liang Ge, Jing Gao, Xiao Yu, Wei Fan, Aidong Zhang |
| 2012 | ICMLC | Profit and loss calculation model of data synchronization based on Markov chain. | Xiao Yu, You-Dong Zuo |
| 2012 | ISPA | On Adaptive Contention Management Strategies for Software Transactional Memory. | Xiao Yu, Zhengyu He, Bo Hong |
| 2012 | KDD | Integrating meta-path selection with user-guided object clustering in heterogeneous information networks. | Yizhou Sun, Brandon Norick, Jiawei Han, Xifeng Yan, Philip S. Yu, Xiao Yu |
| 2012 | KDD | Query-driven discovery of semantically similar substructures in heterogeneous networks. | Xiao Yu, Yizhou Sun, Peixiang Zhao, Jiawei Han |
| 2012 | SDM | IntruMine: Mining Intruders in Untrustworthy Data of Cyber-physical Systems. | Lu-An Tang, Quanquan Gu, Xiao Yu, Jiawei Han, Thomas La Porta, Alice Leung, Tarek F. Abdelzaher, Lance M. Kaplan |
| 2012 | SDM | Citation Prediction in Heterogeneous Bibliographic Networks. | Xiao Yu, Quanquan Gu, Mianwei Zhou, Jiawei Han |
| 2011 | FPGA | A chip-level path-delay-distribution based Dual-VDD method for low power FPGA (abstract only). | Jianfeng Zhu, Dong Wu, Yaru Yan, Xiao Yu, Hu He, Liyang Pan |
| 2011 | KDD | LikeMiner: a system for mining the power of 'like' in social media networks. | Xin Jin, Chi Wang, Jiebo Luo, Xiao Yu, Jiawei Han |
| 2011 | SIGMOD | WINACS: construction and analysis of web-based computer science information networks. | Tim Weninger, Marina Danilevsky, Fabio Fumarola, Joshua M. Hailpern, Jiawei Han, Thomas J. Johnston, Surya Kallumadi, Hyungsul Kim, Zhijin Li, David McCloskey, Yizhou Sun, Nathan E. TeGrotenhuis, Chi Wang, Xiao Yu |
| 2010 | ICDM | Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems. | Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Chih-Chieh Hung, Wen-Chih Peng |
| 2010 | SBAC-PAD | An Analytical Model on the Execution of Transactional Memory. | Xiao Yu, Zhengyu He, Bo Hong |
| 2009 | ICDM | Filtering and Refinement: A Two-Stage Approach for Efficient and Effective Anomaly Detection. | Xiao Yu, Lu An Tang, Jiawei Han |
| 2009 | ICIG | A Solution to Efficient Viewpoint Space Partition in 3D Object Recognition. | Xiao Yu, Huimin Ma, Shaodi You, Ze Yuan |
| 2009 | TASE | Test Data Generation for Derived Types in C Program. | Zheng Wang, Xiao Yu, Tao Sun, Geguang Pu, Zuohua Ding, Jueliang Hu |
| 2008 | APSEC | Execution Semantics for rCOS. | Zheng Wang, Xiao Yu, Geguang Pu, Libo Feng, Huibiao Zhu, Jifeng He |
| 2005 | GLOBECOM | When is wavelength conversion contributing to reducing the blocking rate ? | Brigitte Jaumard, Christophe Meyer, Xiao Yu |
| 2004 | GLOBECOM | ILP formulations and optimal solutions for the RWA problem. | Brigitte Jaumard, Christophe Meyer, Babacar Thiongane, Xiao Yu |
| 1998 | Interspeech | Speech separation based on the GMM PDF estimation. | Xiao Yu, Guangrui Hu |