| 2026 | ASPDAC | ALMA: Adaptive Co-optimization of Loop-Memory Uneven Mappings and Architectures for DNN Accelerators. | Xiaodong Liu, Zhihui Wang, Xiangcong Kong, Weixin Zhou, Xiaofei Xia, Yuqi Jiang |
| 2026 | EuroSys | Handling Network Faults in Distributed AI Training: Failover is Now an Option. | Xin Zhe Khooi, Zhuo Jiang, Pan Xie, Zhigang Cui, Meng Wang, Yuze Jin, Pengfei Huo, Dongyang Wang, Lulu Chen, Lei Wang, Liaoyuan Feng, Xiaodong Liu, Peng Li, Qinlong Wang, Yang Bai, Yongcan Wang, Hao Jin, Jinshuai Sun, Shan Lu, Xiang Shi, Yingkai Zhao, Haiquan Chen, Yi Li, Jianxi Ye, Mun Choon Chan |
| 2026 | IWCMC | Connection-Aware AoI Minimization in Beam Hopping LEO Networks: A Stochastic Hybrid Systems Approach. | Yicheng Liao, Xu Tony Xia, Jian Yi, Wenliang Lin, Li Zhang, Tianjun Chen, Xiaodong Liu, Zhongliang Deng |
| 2026 | KSEM | AdaSSF: A Token-Efficient Adaptive Framework for Document-Level Knowledge Graph Extraction via Semantic-Spatial Fusion. | Shuai Lu, Long Peng, Zhuo Li, Xiaodong Liu, Jie Yu |
| 2026 | LREC | Consistency of LLMs to Comparative Statements in Mathematical Reasoning Tasks. | Aidan W. San, Daniel Juyoung Son, Xiaodong Liu, Yangfeng Ji |
| 2026 | WWW | EMSEdit: Efficient Multi-Step Meta-Learning-based Model Editing. | Xiaopeng Li, Shasha Li, Xi Wang, Shezheng Song, Bin Ji, Shangwen Wang, Jun Ma, Xiaodong Liu, Mina Liu, Jie Yu |
| 2025 | AAAI | Towards Verifiable Text Generation with Generative Agent. | Bin Ji, Huijun Liu, Mingzhe Du, Shasha Li, Xiaodong Liu, Jun Ma, Jie Yu, See-Kiong Ng |
| 2025 | AAAI | SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering. | Xiaopeng Li, Shasha Li, Shezheng Song, Huijun Liu, Bin Ji, Xi Wang, Jun Ma, Jie Yu, Xiaodong Liu, Jing Wang, Weimin Zhang |
| 2025 | ACL | Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts. | Zeliang Zhang, Xiaodong Liu, Hao Cheng, Chenliang Xu, Jianfeng Gao |
| 2025 | COLING | Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning. | Yanda Chen, Chandan Singh, Xiaodong Liu, Simiao Zuo, Bin Yu, He He, Jianfeng Gao |
| 2025 | COMPSAC | Evaluating the Application and Performance of Regression Models in Predicting Cycling Power Output. | Euan Walker, Oluwaseun Bamgboye, Sarah L. Thomson, Xiaodong Liu |
| 2025 | DASFAA | Cross-Modal Reasoning-Based Unsupervised Multi-modal Entity Linking. | Yongtao Tang, Shasha Li, Jun Ma, Bin Ji, Xiaodong Liu, Jie Yu |
| 2025 | EMNLP | Stand on The Shoulders of Giants: Building JailExpert from Previous Attack Experience. | Xi Wang, Songlei Jian, Shasha Li, Xiaopeng Li, Bin Ji, Ma Jun, Xiaodong Liu, Jing Wang, Jianfeng Zhang, Jie Yu, Feilong Bao, Wangbaosheng |
| 2025 | GLOBECOM | GenSpectraLM: Large Model-Driven Spectrum Map Construction with Electromagnetic Propagation Learning. | Yifan Wei, Xiaodong Liu, Hao Zhang, Fuhui Zhou, Qihui Wu |
| 2025 | HPCC | A Carbon-Aware Task Offloading Framework for Sustainable Fog Computing. | Jaber Pournazari, Ahmed Al-Dubai, Xiaodong Liu, Reza Akraminejad |
| 2025 | ICLR | Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass. | Tong Chen, Hao Fang, Patrick Xia, Xiaodong Liu, Benjamin Van Durme, Luke Zettlemoyer, Jianfeng Gao, Hao Cheng |
| 2025 | IJCAI | ProMEA: Prompt-driven Expansion and Alignment for Single Domain Generalization. | Yunyun Wang, Yi Guo, Xiaodong Liu, Songcan Chen |
| 2025 | IJCNN | LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment. | Binrui Zeng, Bin Ji, Xiaodong Liu, Jie Yu, Shasha Li, Jun Ma, Xiaopeng Li, Shangwen Wang, Xinran Hong, Yongtao Tang |
| 2025 | INFOCOM | Robust Time-Shared Backup Strategy for Training of Large Models in Cloud-Edge Optical Networks. | Mengru Cai, Shan Yin, Xiaodong Liu, Zhizhi Li, Xueyu Fan, Shuyao Wang, Shanguo Huang |
| 2025 | IPIN | High-Precision Camera-enabled Visible Light Positioning System with Enhanced LED Recognition. | Bugao Liu, Dingyu Ge, Zhigang Ma, Xiaodong Liu, Zhenghai Wang, Xun Zhang |
| 2025 | ICSE | Model Editing for LLMs4Code: How Far are we? | Xiaopeng Li, Shangwen Wang, Shasha Li, Jun Ma, Jie Yu, Xiaodong Liu, Jing Wang, Bin Ji, Weimin Zhang |
| 2025 | NAACL | Iterative Self-Tuning LLMs for Enhanced Jailbreaking Capabilities. | Chung-En Sun, Xiaodong Liu, Weiwei Yang, Tsui-Wei Weng, Hao Cheng, Aidan San, Michel Galley, Jianfeng Gao |
| 2025 | WWW | Optimizing Revenue through User Coupon Recommendations in Truthful Online Ad Auctions. | Xiaodong Liu, Xiao Lin, Yiming Ding, Changcheng Li, Peng Jiang, Weiran Shen |
| 2024 | COMPSAC | A Learning-Based and Network-Aware Power Management for Mobile Devices. | Jin Zhang, Jiangjie Huang, Long Peng, Xiaodong Liu, Jie Yu, Wenzhu Wang |
| 2024 | EACL | Language Models as Inductive Reasoners. | Zonglin Yang, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, Furu Wei |
| 2024 | GLOBECOM | Data-and-Semantic Dual-Driven Spectrum Map Construction for 6G Spectrum Management. | Jiayu Liu, Fuhui Zhou, Xiaodong Liu, Rui Ding, Lu Yuan, Qihui Wu |
| 2024 | ICA3PP | PEbfs: Implement High-Performance Breadth-First Search on PEZY-SC3s. | Weihao Guo, Qinglin Wang, Xiaodong Liu, Muchun Peng, Shun Yang, Yaling Liang, Yongzhen Shi, Ligang Cao, Jie Liu |
| 2024 | ICLR | Fast-ELECTRA for Efficient Pre-training. | Chengyu Dong, Liyuan Liu, Hao Cheng, Jingbo Shang, Jianfeng Gao, Xiaodong Liu |
| 2024 | ICLR | Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs. | Qingru Zhang, Chandan Singh, Liyuan Liu, Xiaodong Liu, Bin Yu, Jianfeng Gao, Tuo Zhao |
| 2024 | IJCAI | Optimal Auction Design with User Coupons in Advertising Systems. | Xiaodong Liu, Zhikang Fan, Yiming Ding, Yuan Guo, Lihua Zhang, Changcheng Li, Dongying Kong, Han Li, Weiran Shen |
| 2024 | IJCNN | YOLO-PDNet: Small Target Recognition Improvement for Remote Sensing Image Based on YOLOv8. | Xiaodong Liu, Hao Zhang, Wenyin Gong, Xiang Li |
| 2024 | INFOCOM | Optic Fingerprint: Enhancing Security in Visible Light Communication Networks. | Xuanbang Chen, Ziqi Liu, Xun Zhang, Yuhao Wang, Dayu Shi, Xiaodong Liu |
| 2024 | ISCAS | Design and Implementation of Optical Fiber-based Visible Light Communication System. | Zixuan Ling, Xuanbang Chen, Yuhao Wang, Xun Zhang, Xiaodong Liu, Zhenghai Wang |
| 2024 | NAACL | ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks. | Xiaodong Yu, Hao Cheng, Xiaodong Liu, Dan Roth, Jianfeng Gao |
| 2024 | QRS | A New Improved Method of Recurrent Memory Perception for Radar Echo Extrapolation. | Ru Ji, Qi Liu, Yonghong Zhang, Xiaodong Liu |
| 2024 | QRS | High Intensity Radar Echo Extrapolation Based on Stacked Generative Structure. | Shiyu Tao, Qi Liu, Yonghong Zhang, Xiaodong Liu |
| 2024 | QRS | FedCST: Federated Learning on Heterogeneous Resource-constrained Devices Using Clustering and Split Training. | Zhilu Wang, Haiyang Lin, Qi Liu, Yonghong Zhang, Xiaodong Liu |
| 2024 | SC | Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning. | Wei An, Xiao Bi, Guanting Chen, Shanhuang Chen, Chengqi Deng, Honghui Ding, Kai Dong, Qiushi Du, Wenjun Gao, Kang Guan, Jianzhong Guo, Yongqiang Guo, Zhe Fu, Ying He, Panpan Huang, Jiashi Li, Wenfeng Liang, Xiaodong Liu, Xin Liu, Yiyuan Liu, Yuxuan Liu, Shanghao Lu, Xuan Lu, Xiaotao Nie, Tian Pei, Junjie Qiu, Hui Qu, Zehui Ren, Zhangli Sha, Xuecheng Su, Xiaowen Sun, Yixuan Tan, Minghui Tang, Shiyu Wang, Yaohui Wang, Yongji Wang, Ziwei Xie, Yiliang Xiong, Yanhong Xu, Shengfeng Ye, Shuiping Yu, Yukun Zha, Liyue Zhang, Haowei Zhang, Mingchuan Zhang, Wentao Zhang, Yichao Zhang, Chenggang Zhao, Yao Zhao, Shangyan Zhou, Shunfeng Zhou, Yuheng Zou |
| 2024 | SEC | Neurosymbolic Learning in the XAI Framework for Enhanced Cyberattack Detection with Expert Knowledge Integration. | Chathuranga Sampath Kalutharage, Xiaodong Liu, Christos Chrysoulas, Oluwaseun Bamgboye |
| 2023 | ACL | Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering. | Hao Cheng, Hao Fang, Xiaodong Liu, Jianfeng Gao |
| 2023 | ACL | Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers. | Linyuan Gong, Chenyan Xiong, Xiaodong Liu, Payal Bajaj, Yiqing Xie, Alvin Cheung, Jianfeng Gao, Xia Song |
| 2023 | ACL | AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation. | Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah, Sbastien Bubeck, Jianfeng Gao |
| 2023 | ACL | Chain-of-Skills: A Configurable Model for Open-Domain Question Answering. | Kaixin Ma, Hao Cheng, Yu Zhang, Xiaodong Liu, Eric Nyberg, Jianfeng Gao |
| 2023 | APSEC | WMWatcher: Preventing Workload-Related Misconfigurations in Production Environment. | Shulin Zhou, Zhijie Jiang, Shanshan Li, Xiaodong Liu, Zhouyang Jia, Yuanliang Zhang, Jun Ma, Haibo Mi |
| 2023 | COMPSAC | Towards Improving Accessibility of Web Auditing with Google Lighthouse. | Thomas McGill, Oluwaseun Bamgboye, Xiaodong Liu, Chathuranga Sampath Kalutharage |
| 2023 | DASC | A Generative Adversarial Model for Weather Radar Echo Extrapolation based on Cycle Generation Structure. | Jianhao Ma, Qi Liu, Yonghong Zhang, Xiaodong Liu |
| 2023 | DASC | A Real-Time Load Forecasting Approach Based on Graph Convolution Neural Network in a Distributed IoT Energy System. | Li Pan, Jixiang Gan, Qi Liu, Yonghong Zhang, Xiaodong Liu |
| 2023 | DASC | An Improved Deep Learning-Based Approach to Urban Weather Radar Echo Extrapolation. | Jiawei Sun, Zhiyun Yang, Qi Liu, Yonghong Zhang, Xiaodong Liu |
| 2023 | EMNLP | Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding. | Yu Zhang, Hao Cheng, Zhihong Shen, Xiaodong Liu, Ye-Yi Wang, Jianfeng Gao |
| 2023 | ESORICS | Utilizing the Ensemble Learning and XAI for Performance Improvements in IoT Network Attack Detection. | Chathuranga Sampath Kalutharage, Xiaodong Liu, Christos Chrysoulas, Oluwaseun Bamgboye |
| 2023 | GLOBECOM | OMA Bandwidth Product: A Preeminent Performance Metric for Visible Light Communication. | Xuanbang Chen, Yuhao Wang, Xiaodong Liu, Xun Zhang, Xiong Deng, Fuhui Zhou |
| 2023 | ICLR | Visually-Augmented Language Modeling. | Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei |
| 2023 | ICLR | Deep Generative Modeling on Limited Data with Regularization by Nontransferable Pre-trained Models. | Yong Zhong, Hongtao Liu, Xiaodong Liu, Fan Bao, Weiran Shen, Chongxuan Li |
| 2023 | ICML | Understand and Modularize Generator Optimization in ELECTRA-style Pretraining. | Chengyu Dong, Liyuan Liu, Hao Cheng, Jingbo Shang, Jianfeng Gao, Xiaodong Liu |
| 2023 | IJCAI | Auto-bidding with Budget and ROI Constrained Buyers. | Xiaodong Liu, Weiran Shen |
| 2023 | IPIN | A Novel Experimental Visible Light Positioning System with Low Bandwidth Requirement and High Precision Pulse Reconstruction. | Xuan Huang, Xueming Pan, Zhixin Wan, Mengzheng Xu, Zhenghai Wang, Xiaodong Liu, Yuhao Wang, Xun Zhang |
| 2023 | IPIN | A Novel Differential Phase of Arrival-based Experimental Visible Light Positioning System. | Yuanyuan Xu, Zixuan Ling, Jianeng Mei, Yuhao Wang, Xiaodong Liu, Zhenghai Wang, Xun Zhang |
| 2023 | QRS | Enhancing Grid-Connected PV System Performance: Loss Analysis and Efficiency Improvement Strategies. | Oscar Famous Darteh, Guojun Wang, Qi Liu, Xiaodong Liu, Amevi Acakpovi |
| 2022 | ACL | Open Domain Question Answering with A Unified Knowledge Interface. | Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao |
| 2022 | DASC | Emerging Simulation Frameworks for Analyzing Smart Grid Cyberattack: A Literature Review. | Oscar Famous Darteh, Qi Liu, Xiaodong Liu, Ibrahima Bah, Francis Mawuli Nakoty, Amevi Acakpovi |
| 2022 | DASC | A Load Forecasting Approach Based on Graph Convolution Neural Network. | Jixiang Gan, Li Pan, Yuanyuan Jin, Qi Liu, Xiaodong Liu |
| 2022 | DASC | A BiLSTM-CRF Based Approach to Word Segmentation in Chinese. | Yuanyuan Jin, Shiyu Tao, Qi Liu, Xiaodong Liu |
| 2022 | DASC | PUNet: Convolutional Networks based on Parallel Feature Fusion. | Yang Li, Hui Lu, Qi Liu, Zhiyun Yang, Zihao Wu, Xiaodong Liu |
| 2022 | DASC | A Precipitation Prediction Method Based on UNet and Attention Mechanism. | Jianhao Ma, Jiawei Sun, Qi Liu, Xiaodong Liu |
| 2022 | DASC | Dense-FCN: A Deep Learning Approach for Weather Radar Beam Blockage Correction. | Jiawei Sun, Hao Wu, Qi Liu, Xiaodong Liu, Jianhao Ma |
| 2022 | DASC | An Input Sampling Scheme to Radar Echo Extrapolation For RNN-Based Models. | Youning Wang, Zhiyun Yang, Qi Liu, Xiaodong Liu |
| 2022 | DASC | An Improved LSTM-based Method Capturing Temporal Correlations and Using Attention Mechanism for Radar Echo Extrapolation. | Zhiyun Yang, Ru Ji, Qi Liu, Fei Dai, Yiwen Zhang, Quanwang Wu, Xiaodong Liu |
| 2022 | DASC | High Resolution Remote Sensing Water Image Segmentation Based on Dual Branch Network. | Ziwen Zhang, Yang Li, Qi Liu, Xiaodong Liu |
| 2022 | ECCV | PTSEFormer: Progressive Temporal-Spatial Enhanced TransFormer Towards Video Object Detection. | Han Wang, Jun Tang, Xiaodong Liu, Shanyan Guan, Rong Xie, Li Song |
| 2022 | EMNLP | Knowledge-Rich Self-Supervision for Biomedical Entity Linking. | Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon |
| 2022 | EMNLP | Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge. | Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao |
| 2022 | EMNLP | AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning. | Yaqing Wang, Sahaj Agarwal, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao |
| 2022 | ICLR | No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models. | Chen Liang, Haoming Jiang, Simiao Zuo, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao |
| 2022 | ICLR | Taming Sparsely Activated Transformer with Stochastic Experts. | Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan, Ruofei Zhang, Jianfeng Gao, Tuo Zhao |
| 2022 | IJCAI | Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention. | Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang |
| 2022 | IPCCC | KylinTune: DQN-based Energy-efficient Model for Browser in Mobile Devices. | Hao Xu, Long Peng, Xiaodong Liu, Menglin Zhang, Jun Ma, Jie Yu, Zibo Yi |
| 2022 | IPEC | Maneuver Flight Partitioning Based on Important Segments in Multivariate Flight Parameters. | Xiaodong Liu, He Sun, Jing Lu |
| 2022 | NAACL | LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners. | Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao |
| 2021 | ACL | UnitedQA: A Hybrid Approach for Open Domain Question Answering. | Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao |
| 2021 | ACL | Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization. | Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Weizhu Chen |
| 2021 | ACL | Generation-Augmented Retrieval for Open-Domain Question Answering. | Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen |
| 2021 | ACL | Reader-Guided Passage Reranking for Open-Domain Question Answering. | Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen |
| 2021 | DASC | A FCN Approach to Blockage Correction in Radars. | Hao Wu, Qi Liu, Xiaodong Liu, Yonghong Zhang, Xiaolong Xu, Muhammad Bilal |
| 2021 | DASC | An Intelligent Method for Upper Limb Posture Recognition Based on Limited MEMS Data. | Zihao Wu, Xueyan Wu, Qi Liu, Xiaodong Liu |
| 2021 | DASC | Improving Domestic NILM Using An Attention-Enabled Seq2Point Learning Approach. | Jing Zhang, Jiawei Sun, Jixiang Gan, Qi Liu, Xiaodong Liu |
| 2021 | EMNLP | HittER: Hierarchical Transformers for Knowledge Graph Embeddings. | Sanxing Chen, Xiaodong Liu, Jianfeng Gao, Jian Jiao, Ruofei Zhang, Yangfeng Ji |
| 2021 | EMNLP | Token-wise Curriculum Learning for Neural Machine Translation. | Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Tuo Zhao |
| 2021 | EMNLP | ARCH: Efficient Adversarial Regularized Training with Caching. | Simiao Zuo, Chen Liang, Haoming Jiang, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao |
| 2021 | EMNLP | Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach. | Simiao Zuo, Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Jianfeng Gao, Weizhu Chen, Tuo Zhao |
| 2021 | HPCC | Intelligent Question Answering System Based on Knowledge Graph. | Xijin Feng, Qi Liu, Xiaodong Liu |
| 2021 | ICLR | Deberta: decoding-Enhanced Bert with Disentangled Attention. | Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen |
| 2021 | ICSE | DepOwl: Detecting Dependency Bugs to Prevent Compatibility Failures. | Zhouyang Jia, Shanshan Li, Tingting Yu, Chen Zeng, Erci Xu, Xiaodong Liu, Ji Wang, Xiangke Liao |
| 2021 | NAACL | Posterior Differential Regularization with f-divergence for Improving Model Robustness. | Hao Cheng, Xiaodong Liu, Lis Pereira, Yaoliang Yu, Jianfeng Gao |
| 2021 | NAACL | Targeted Adversarial Training for Natural Language Understanding. | Lis Pereira, Xiaodong Liu, Hao Cheng, Hoifung Poon, Jianfeng Gao, Ichiro Kobayashi |
| 2020 | ACL | SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization. | Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Tuo Zhao |
| 2020 | ACL | The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding. | Xiaodong Liu, Yu Wang, Jianshu Ji, Hao Cheng, Xueyun Zhu, Emmanuel Awa, Pengcheng He, Weizhu Chen, Hoifung Poon, Guihong Cao, Jianfeng Gao |
| 2020 | ACL | RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers. | Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson |
| 2020 | COLING | A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing. | Sanxing Chen, Aidan San, Xiaodong Liu, Yangfeng Ji |
| 2020 | COMPSAC | TRUSTD: Combat Fake Content using Blockchain and Collective Signature Technologies. | Zakwan Jaroucheh, Mohamad Alissa, William J. Buchanan, Xiaodong Liu |
| 2020 | EMNLP | Understanding the Difficulty of Training Transformers. | Liyuan Liu, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Jiawei Han |
| 2020 | GLOBECOM | Secure Beamforming Designs in MISO Visible Light Communication Networks with SLIPT. | Xiaodong Liu, Zezong Chen, Yuhao Wang, Fuhui Zhou, Shuai Ma, Rose Qingyang Hu |
| 2020 | ICLR | On the Variance of the Adaptive Learning Rate and Beyond. | Liyuan Liu, Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Jiawei Han |
| 2020 | ICML | UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training. | Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Xiaodong Liu, Yu Wang, Jianfeng Gao, Songhao Piao, Ming Zhou, Hsiao-Wuen Hon |
| 2020 | ICPR | Small Object Detection Leveraging on Simultaneous Super-resolution. | Hong Ji, Zhi Gao, Xiaodong Liu, Yongjun Zhang, Tiancan Mei |
| 2019 | ACL | Multi-Task Deep Neural Networks for Natural Language Understanding. | Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao |
| 2019 | ACL | Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading. | Lianhui Qin, Michel Galley, Chris Brockett, Xiaodong Liu, Xiang Gao, Bill Dolan, Yejin Choi, Jianfeng Gao |
| 2019 | CIKM | A Hybrid Retrieval-Generation Neural Conversation Model. | Liu Yang, Junjie Hu, Minghui Qiu, Chen Qu, Jianfeng Gao, W. Bruce Croft, Xiaodong Liu, Yelong Shen, Jingjing Liu |
| 2019 | COMPSAC | Semantic Stream Management Framework for Data Consistency in Smart Spaces. | Oluwaseun Bamgboye, Xiaodong Liu, Peter Cruickshank |
| 2019 | EMNLP | Adversarial Domain Adaptation for Machine Reading Comprehension. | Huazheng Wang, Zhe Gan, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Hongning Wang |
| 2019 | NAACL | Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing. | Hao Fu, Chunyuan Li, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin |
| 2019 | NAACL | Unsupervised Deep Structured Semantic Models for Commonsense Reasoning. | Shuohang Wang, Sheng Zhang, Yelong Shen, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Jing Jiang |
| 2019 | NAACL | Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension. | Yichong Xu, Xiaodong Liu, Yelong Shen, Jingjing Liu, Jianfeng Gao |
| 2019 | UIC | Intelligent Algorithms in Home Energy Management Systems: A Survey. | Qi Liu, Williams Dannah, Xiaodong Liu |
| 2019 | UIC | A Survey on Demand-Response in HEMS: Algorithm Types, Objectives and Constraints. | Mingxu Sun, Raphael Anaadumba, Qi Liu, Xiaodong Liu, Yi Yang |
| 2018 | ACL | Stochastic Answer Networks for Machine Reading Comprehension. | Xiaodong Liu, Yelong Shen, Kevin Duh, Jianfeng Gao |
| 2018 | APSEC | Relax: Automatic Contention Detection and Resolution for Configuration Related Performance Tuning. | Zhimin Feng, Shanshan Li, Xiangke Liao, Xiaodong Liu, Yunfeng Li, Shulin Zhou |
| 2018 | COMPSAC | Towards Modelling and Reasoning About Uncertain Data of Sensor Measurements for Decision Support in Smart Spaces. | Oluwaseun Bamgboye, Xiaodong Liu, Peter Cruickshank |
| 2018 | COMPSAC | Message from the QUORS 2018 Workshop Organizers. | Xiaodong Liu, Hongji Yang |
| 2018 | CVPR | Language-Based Image Editing With Recurrent Attentive Models. | Jianbo Chen, Yelong Shen, Jianfeng Gao, Jingjing Liu, Xiaodong Liu |
| 2018 | ICARCV | Adaptive Weight Multi-Band Blending Based Fast Aerial Image Stitching and Mapping. | Xiaodong Liu, Yu Herng Tan, Ben M. Chen |
| 2018 | ICNC | Fuzzy Assignment Model Of Server In Finite Source Queuing System. | Yanli Meng, Yifei Liu, Lidong Wang, Xiaodong Liu |
| 2018 | QRS | MisconfDoctor: Diagnosing Misconfiguration via Log-Based Configuration Testing. | Teng Wang, Xiaodong Liu, Shanshan Li, Xiangke Liao, Wang Li, Qing Liao |
| 2017 | COMPSAC | ESBSC: Energy-Aware Service Brokering Strategy in Clouds. | Feng Ma, Xiaodong Liu, Ying Yang, Wei Yao, Jinjin Cai, Fang Wang |
| 2017 | EASE | Easier Said Than Done: Diagnosing Misconfiguration via Configuration Constraints Analysis: A Study of the Variance of Configuration Constraints in Source Code. | Shulin Zhou, Shanshan Li, Xiaodong Liu, Xiangyang Xu, Si Zheng, Xiangke Liao, Yun Xiong |
| 2017 | ICCSA | IdenEH: Identify error-handling code snippets in large-scale software. | Jinyu Liu, Shanshan Li, Zhouyang Jia, Xiaodong Liu, Bin Lin, Xiangke Liao |
| 2017 | ICONIP | Online Tracking with Convolutional Neural Networks. | Xiaodong Liu, Yue Zhou |
| 2017 | IJCNLP | Lexical Simplification with the Deep Structured Similarity Model. | Lis Pereira, Xiaodong Liu, John Lee |
| 2017 | IJCNLP | An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks. | Yelong Shen, Xiaodong Liu, Kevin Duh, Jianfeng Gao |
| 2017 | ISPA | A Shortest-Response-Time Assured Microservices Selection Framework. | Xiaodong Liu, SongHao Jiang, Xiaofang Zhao, Yan Jin |
| 2017 | SEKE | Home automation: HMM based fuzzy rule engine for Ambient intelligent smart space. | Gopal Singh Jamnal, Xiaodong Liu, Lu Fan |
| 2016 | ACCV | Subspace Learning Based Low-Rank Representation. | Kewei Tang, Xiaodong Liu, Zhixun Su, Wei Jiang, Jiangxin Dong |
| 2016 | APWEB | Towards Efficient Influence Maximization for Evolving Social Networks. | Xiaodong Liu, Xiangke Liao, Shanshan Li, Bin Lin |
| 2016 | CLOSER | A Task Orientated Requirements Ontology for Cloud Computing Services. | Richard Greenwell, Xiaodong Liu, Kevin Chalmers, Claus Pahl |
| 2016 | COMPSAC | Message from the SETA Organizing Committee. | Doris L. Carver, Wing Kwong Chan, Hongji Yang, Xiaodong Liu, Carl K. Chang, Hridesh Rajan |
| 2016 | COMPSAC | DEEPC: Dynamic Energy Profiling of Components. | Samuel J. Chinenyeze, Xiaodong Liu, Ahmed Yassin Al-Dubai |
| 2016 | COMPSAC | Message from the QUORS Workshop Organizers. | Xiaodong Liu, Hongji Yang |
| 2016 | DASC | A Proportional Multi-resource Scheduling Model in SDCloud. | Hang Zhou, Qing Li, Ningning Dong, Xinying Zhu, Xiaodong Liu |
| 2016 | ICONIP | Robust Part-Based Correlation Tracking. | Xiaodong Liu, Yue Zhou |
| 2016 | QRS | ConfMapper: Automated Variable Finding for Configuration Items in Source Code. | Shulin Zhou, Xiaodong Liu, Shanshan Li, Wei Dong, Xiangke Liao, Yun Xiong |
| 2015 | COMPSAC | Message from the QUORS 2015 Workshop Organizers. | Xiaodong Liu, Hongji Yang |
| 2015 | NAACL | Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval. | Xiaodong Liu, Jianfeng Gao, Xiaodong He, Li Deng, Kevin Duh, Ye-Yi Wang |
| 2014 | COMPSAC | Critical Evaluation on jClouds and Cloudify Abstract APIs against EC2, Azure and HP-Cloud. | Steven Thomas Graham, Xiaodong Liu |
| 2014 | ISCAS | An 11mW continuous time delta-Sigma modulator with 20 MHz bandwidth in 65nm CMOS. | Xiaodong Liu, Mattias Andersson, Martin Anderson, Lars Sundstrm, Pietro Andreani |
| 2014 | ICSOC | Cloud Migration Patterns: A Multi-cloud Service Architecture Perspective. | Pooyan Jamshidi, Claus Pahl, Samuel Chinenyeze, Xiaodong Liu |
| 2014 | WISE | Multilayer and Multi-agent Data Fusion in WSN. | Sheng Zhang, Xiaodong Liu, Xiaoling Bao, William Wei Song |
| 2013 | CloudCom | Pricing Intelligence as a Service for Cloud Computing. | Richard Greenwell, Xiaodong Liu, Kevin Chalmers |
| 2013 | COMPSAC | Cloud Migration for SMEs in a Service Oriented Approach. | Nicolas Nussbaumer, Xiaodong Liu |
| 2013 | CoNLL | Topic Models + Word Alignment = A Flexible Framework for Extracting Bilingual Dictionary from Comparable Corpus. | Xiaodong Liu, Kevin Duh, Yuji Matsumoto |
| 2013 | IFSA | Mining fuzzy rules based on pattern trees. | Xinghua Feng, Xiaodong Liu |
| 2013 | IFSA | The linguistic forecasting of time series based on fuzzy cognitive maps. | Wei Lu, Jianhua Yang, Xiaodong Liu |
| 2013 | ISNN | Convergence of Chaos Injection-Based Batch Backpropagation Algorithm For Feedforward Neural Networks. | Huisheng Zhang, Xiaodong Liu, Dongpo Xu |
| 2013 | SIGCOMM | The architecture and traffic management of wireless collaborated hybrid data center network. | He Huang, Xiangke Liao, Shanshan Li, Shaoliang Peng, Xiaodong Liu, Bin Lin |
| 2012 | APSCC | A Model Checking Based Approach to Automatic Test Suite Generation for Testing Web Services and BPEL. | Huiqun Zhao, Jing Sun, Xiaodong Liu |
| 2012 | CLOSER | Dynamic Evolution of Service Architecture in Mobile Cloud Applications. | Huiqun Zhao, Jing Sun, Xiaodong Liu |
| 2012 | COMPSAC | Towards OWL 2 Natively Supported Fuzzy Cloud Ontology. | Daren Fang, Xiaodong Liu, Imed Romdhani, Huiqun Zhao |
| 2012 | INDIN | Comparative study on flight reference symbology for helmet-mounted display based on eye tracking technology. | Xiaodong Liu, Lijing Wang, Xiaodong Li, Fei Peng |
| 2012 | INDIN | Research on climb-dive angle and roll symbology of non-distributed flight reference for helmet-mounted display. | Xiaodong Liu, Lijing Wang, Xiaodong Li, Qiuzhi Zhang |
| 2011 | COMPSAC | Lightweight Software Product Line Based Privacy Protection Scheme for Pervasive Applications. | Zakwan Jaroucheh, Xiaodong Liu, Sally Smith, Huiqun Zhao |
| 2011 | DAC | An integrated algorithm for 3D-IC TSV assignment. | Xiaodong Liu, Yifan Zhang, Gary K. Yeap, Xuan Zeng |
| 2010 | CISIS | CANDEL: Product Line Based Dynamic Context Management for Pervasive Applications. | Zakwan Jaroucheh, Xiaodong Liu, Sally Smith |
| 2010 | DAC | Global routing and track assignment for flip-chip designs. | Xiaodong Liu, Yifan Zhang, Gary K. Yeap, Chunlei Chu, Jian Sun, Xuan Zeng |
| 2010 | ICNC | Genetic algorithm for determination of longitudinal dispersion coefficient in river. | Xiaodong Liu, Hongqin Xue, Zengfang Xie, Qi Yao |
| 2010 | ICWS | Apto: A MDD-Based Generic Framework for Context-Aware Deeply Adaptive Service-Based Processes. | Zakwan Jaroucheh, Xiaodong Liu, Sally Smith |
| 2010 | SEKE | A Model-driven Approach to Flexible Multi-Level Customization of SaaS Applications. | Zakwan Jaroucheh, Xiaodong Liu, Sally Smith |
| 2010 | SEKE | Achieve Semantic-based Precise Component Selection via an Ontology Model Interlinking Application Domain and MVICS. | Chengpu Li, Xiaodong Liu, Jessie B. Kennedy |
| 2009 | COMPSAC | A Perspective on Middleware-Oriented Context-Aware Pervasive Systems. | Zakwan Jaroucheh, Xiaodong Liu, Sally Smith |
| 2009 | DCC | Slepian-Wolf Coding of Binary Finite Memory Source Using Burrows-Wheeler Transform. | Chao Chen, Xiangyang Ji, Qionghai Dai, Xiaodong Liu |
| 2009 | HIS | A Novel Weighted Fuzzy Clustering Analysis Based on AFS Theory. | Yanli Zhang, Xiaodong Liu, Xueying Wang |
| 2009 | IROS | Visual odometry for the Autonomous City Explorer. | Tianguang Zhang, Xiaodong Liu, Kolja Khnlenz, Martin Buss |
| 2008 | COMPSAC | Message from the BINDIS 2008 Workshop Organizers. | Yang Li, Xiaodong Liu |
| 2008 | COMPSAC | BINDIS 2008 Workshop Organization. | Yang Li, Xiaodong Liu |
| 2008 | COMPSAC | Semantics-Based Component Repository: Current State of Arts and a Calculation Rating Factor-Based Framework. | Chengpu Li, Xiaodong Liu, Jessie B. Kennedy |
| 2008 | COMPSAC | Message from the QUORS 2008 Workshop Organizers. | Xiaodong Liu, Hongji Yang |
| 2008 | COMPSAC | QUORS 2008 Workshop Organization. | Xiaodong Liu, Hongji Yang |
| 2008 | ICNC | Integrated Genetic Neural Networks and Its Application in Fault Diagnosis. | Yuegang Luo, Songhe Zhang, Xiaodong Liu, Bangchun Wen |
| 2008 | ISNN | An On-Line Learning Radial Basis Function Network and Its Application. | Nini Wang, Xiaodong Liu, Jianchuan Yin |
| 2008 | ISNN | A Hybrid Model of Partial Least Squares and RBF Neural Networks for System Identification. | Nini Wang, Xiaodong Liu, Jianchuan Yin |
| 2008 | NPC | An Adaptive Transmission Control Mechanism for Underwater Acoustic Sensor Network. | Zhongwen Guo, Xiaodong Liu, Yuan Feng |
| 2007 | ACIVS | Motion Information Exploitation in H.264 Frame Skipping Transcoding. | Qiang Li, Xiaodong Liu, Qionghai Dai |
| 2007 | COMPSAC | A product line based aspect-oriented generative unit testing approach to building quality components. | Yankui Feng, Xiaodong Liu, Jon M. Kerridge |
| 2007 | COMPSAC | Quality Metrics for Internet Applications: Developing "New" from "Old". | Shikun Zhou, Xiaodong Liu |
| 2007 | SEKE | Smooth Quality Oriented Component Integration through Product Line Based Aspect-Oriented Component Adaptation. | Yankui Feng, Xiaodong Liu, Jon M. Kerridge |
| 2006 | APWEB | Performance Modeling and Analysis for Centralized Resource Scheduling in Metropolitan-Area Grids. | Gaocai Wang, Chuang Lin, Xiaodong Liu |
| 2006 | COMPSAC | Achieving Dependable Component-Based Systems Through Generative Aspect Oriented Component Adaptation. | Xiaodong Liu, Yankui Feng, Jon M. Kerridge |
| 2006 | ICSR | Achieving Smooth Component Integration with Generative Aspects and Component Adaptation. | Yankui Feng, Xiaodong Liu, Jon M. Kerridge |
| 2006 | PDPTA | A Cluster-Based Parallel Face Recognition System. | Xiaodong Liu, Guangda Su |
| 2005 | ICNC | Credit Rating Analysis with AFS Fuzzy Logic. | Xiaodong Liu, Wanquan Liu |
| 2005 | ISNN | Fuzzy Neural Network for VBR MPEG Video Traffic Prediction. | Xiaoying Liu, Xiaodong Liu, Xiaokang Lin, Qionghai Dai |
| 2004 | IRI | Scenario Based Generative Component Adaptation in .NET Framework. | Beihu Wang, Xiaodong Liu, Jon M. Kerridge, Yang Li |
| 2003 | IRI | Facilitating Reuse in Database Applications with Scenario-base Component Adaptation and Generation. | Beihu Wang, Xiaodong Liu, Jon M. Kerridge |
| 1998 | APSEC | A Refinement Calculus for the Development of Real-Time Systems. | Zhiqiang Chen, Antonio Cau, Hussein Zedan, Xiaodong Liu, Hongji Yang |
| 1997 | APSEC | A Design Framework for System Re-Engineering. | Xiaodong Liu, Zhiqiang Chen, Hongji Yang, Hussein Zedan, William C. Chu |
| 1997 | COMPSAC | Formal Methods for the Re-Engineering of Computing Systems: A Comparison. | Xiaodong Liu, Hongji Yang, Hussein Zedan |