| 2026 | ISCAS | Robust and Accurate Line Following Navigation by Hybrid Infrared-Visual Modes for Mobile Robots. | Bohan Sun, Lin Xiao, Hao Xiong, Leilei Gu |
| 2026 | PAKDD | Refining Causal Graphs via LLMs for Medication Recommendation. | Xin Liu, Yu Qiu, Lin Xiao, Xieping Gao |
| 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 |
| 2025 | ICML | Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games. | Tong Yang, Bo Dai, Lin Xiao, Yuejie Chi |
| 2025 | ICML | PARQ: Piecewise-Affine Regularized Quantization. | Lisa Jin, Jianhao Ma, Zechun Liu, Andrey Gromov, Aaron Defazio, Lin Xiao |
| 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 |
| 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 | INDIN | A Novel Predefined-Time Neural Dynamics Model with Time-Base Generator for Nonlinear Equation Flows. | Linju Li, Lin Xiao, Yingqiang Ning |
| 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 | AAAI | Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification. | Pengyu Xu, Lin Xiao, Bing Liu, Sijin Lu, Liping Jing, Jian Yu |
| 2023 | ICLR | Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games. | Shicong Cen, Yuejie Chi, Simon Shaolei Du, Lin Xiao |
| 2023 | ICLR | Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies. | Rui Yuan, Simon Shaolei Du, Robert M. Gower, Alessandro Lazaric, Lin Xiao |
| 2023 | ICONIP | Multi-intent Description of Keyword Expansion for Code Search. | Haize Hu, Jianxun Liu, Lin Xiao |
| 2023 | ICONIP | Anti-interference Zeroing Neural Network Model for Time-Varying Tensor Square Root Finding. | Jiajie Luo, Lin Xiao, Ping Tan, Jiguang Li, Wei Yao, Jichun Li |
| 2023 | WCNC | Energy Consumption and Communication Quality Tradeoff for Logistics UAVs: A Hybrid Deep Reinforcement Learning Approach. | Jiangling Cao, Lin Xiao, Dingcheng Yang, Fahui Wu |
| 2022 | ACL | On Continual Model Refinement in Out-of-Distribution Data Streams. | Bill Yuchen Lin, Sida Wang, Xi Victoria Lin, Robin Jia, Lin Xiao, Xiang Ren, Scott Yih |
| 2022 | GPC | Traffic Sign Image Segmentation Algorithm Based on Improved Spatio-Temporal Map Convolution. | Qianying Zou, Lin Xiao, Guang Xu, Xiaofang Wang, Nan Mu |
| 2022 | ICML | Federated Learning with Partial Model Personalization. | Krishna Pillutla, Kshitiz Malik, Abdelrahman Mohamed, Michael G. Rabbat, Maziar Sanjabi, Lin Xiao |
| 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 | AAAI | Does Head Label Help for Long-Tailed Multi-Label Text Classification. | Lin Xiao, Xiangliang Zhang, Liping Jing, Chi Huang, Mingyang Song |
| 2021 | ACML | Hybrid Summarization with Semantic Weighting Reward and Latent Structure Detector. | Mingyang Song, Liping Jing, Yi Feng, Zhiwei Sun, Lin Xiao |
| 2021 | EMNLP | Importance Estimation from Multiple Perspectives for Keyphrase Extraction. | Mingyang Song, Liping Jing, Lin Xiao |
| 2020 | AAAI | Hyperbolic Interaction Model for Hierarchical Multi-Label Classification. | Boli Chen, Xin Huang, Lin Xiao, Zixin Cai, Liping Jing |
| 2020 | ACL | Hyperbolic Capsule Networks for Multi-Label Classification. | Boli Chen, Xin Huang, Lin Xiao, Liping Jing |
| 2020 | ICML | Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization. | Hadrien Hendrikx, Lin Xiao, Sbastien Bubeck, Francis R. Bach, Laurent Massouli |
| 2020 | WWW | Deep Global and Local Generative Model for Recommendation. | Huafeng Liu, Liping Jing, Jingxuan Wen, Zhicheng Wu, Xiaoyi Sun, Jiaqi Wang, Lin Xiao, Jian Yu |
| 2019 | EMNLP | Label-Specific Document Representation for Multi-Label Text Classification. | Lin Xiao, Xin Huang, Boli Chen, Liping Jing |
| 2019 | ICML | A Composite Randomized Incremental Gradient Method. | Junyu Zhang, Lin Xiao |
| 2019 | SOSP | Taiji: managing global user traffic for large-scale internet services at the edge. | David Chou, Tianyin Xu, Kaushik Veeraraghavan, Andrew Newell, Sonia Margulis, Lin Xiao, Pol Mauri Ruiz, Justin Meza, Kiryong Ha, Shruti Padmanabha, Kevin Cole, Dmitri Perelman |
| 2018 | ICML | SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation. | Bo Dai, Albert E. Shaw, Lihong Li, Lin Xiao, Niao He, Zhen Liu, Jianshu Chen, Le Song |
| 2018 | UAI | Sparse Multi-Prototype Classification. | Vikas K. Garg, Lin Xiao, Ofer Dekel |
| 2017 | ICML | Stochastic Variance Reduction Methods for Policy Evaluation. | Simon S. Du, Jianshu Chen, Lihong Li, Lin Xiao, Dengyong Zhou |
| 2017 | ICML | Exploiting Strong Convexity from Data with Primal-Dual First-Order Algorithms. | Jialei Wang, Lin Xiao |
| 2017 | ISNN | An Arctan-Activated WASD Neural Network Approach to the Prediction of Dow Jones Industrial Average. | Bolin Liao, Chuan Ma, Lin Xiao, Rongbo Lu, Lei Ding |
| 2017 | ISNN | A Complex Gradient Neural Dynamics for Fast Complex Matrix Inversion. | Lin Xiao, Bolin Liao, Qinli Zeng, Lei Ding, Rongbo Lu |
| 2016 | APWEB | Star-Scan: A Stable Clustering by Statistically Finding Centers and Noises. | Nan Yang, Qing Liu, Yaping Li, Lin Xiao, Xiaoqing Liu |
| 2016 | ICASSP | Interpreting the prediction process of a deep network constructed from supervised topic models. | Jianshu Chen, Ji He, Xiaodong He, Lin Xiao, Jianfeng Gao, Li Deng |
| 2015 | CLOUD | ShardFS vs. IndexFS: replication vs. caching strategies for distributed metadata management in cloud storage systems. | Lin Xiao, Kai Ren, Qing Zheng, Garth A. Gibson |
| 2015 | ISNN | A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations. | Lin Xiao, Weiwei Meng, Rongbo Lu, Xi Yang, Bolin Liao, Lei Ding |
| 2015 | KDD | Scaling Up Stochastic Dual Coordinate Ascent. | Kenneth Tran, Saghar Hosseini, Lin Xiao, Thomas Finley, Mikhail Bilenko |
| 2014 | AAAI | Online Classification Using a Voted RDA Method. | Tianbing Xu, Jianfeng Gao, Lin Xiao, Amelia C. Regan |
| 2014 | ICIS | A Typology of Online Group Buyers: Using Means-end Structures for Benefit Segmentation. | Lin Xiao, Zixiu Guo, John D'Ambra |
| 2014 | ICML | An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization. | Qihang Lin, Lin Xiao |
| 2012 | ICIS | Flow experience and continuance intention toward online learning: An integrated framework. | Zixiu Guo, Lin Xiao, Chanyoung Seo, Yihong Lai |
| 2012 | ICML | A Proximal-Gradient Homotopy Method for the L1-Regularized Least-Squares Problem. | Lin Xiao, Tong Zhang |
| 2012 | ICNC | Three nonlinearly-activated discrete-Time ZNN models for time-varying matrix inversion. | Yunong Zhang, Long Jin, Dongsheng Guo, Senbo Fu, Lin Xiao |
| 2012 | ICNC | Convergence and stability results of Zhang neural network solving systems of time-varying nonlinear equations. | Yunong Zhang, Yanyan Shi, Lin Xiao, Bingguo Mu |
| 2011 | CLOUD | YCSB++: benchmarking and performance debugging advanced features in scalable table stores. | Swapnil Patil, Milo Polte, Kai Ren, Wittawat Tantisiriroj, Lin Xiao, Julio Lpez, Garth Gibson, Adam Fuchs, Billie Rinaldi |
| 2011 | ICML | Optimal Distributed Online Prediction. | Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir, Lin Xiao |
| 2011 | ICML | Hierarchical Classification via Orthogonal Transfer. | Lin Xiao, Dengyong Zhou, Mingrui Wu |
| 2011 | IWCMC | Scheduling Algorithm for Multimedia Services in Relay Based OFDMA Cellular Networks. | Lin Xiao, Tiankui Zhang, Laurie G. Cuthbert, Geng Su |
| 2011 | VTC | Energy Efficiency and Optimal Resource Allocation in Cooperative Wireless Relay Networks. | Xiuxian Lao, Laurie G. Cuthbert, Tiankui Zhang, Lin Xiao |
| 2011 | VTC | Adaptive Distributed Precoding Scheme Based on Gradient Iteration for CoMP Systems. | Tiankui Zhang, Xiaochen Shen, Zhongfeng Li, Lin Xiao |
| 2010 | COLT | Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback. | Alekh Agarwal, Ofer Dekel, Lin Xiao |
| 2010 | VTC | Optimal Locations of Remote Radio Units in CoMP Systems for Energy Efficiency. | Congqing Zhang, Tiankui Zhang, Zhimin Zeng, Laurie G. Cuthbert, Lin Xiao |
| 2009 | VTC | Multi-Cell Non-Cooperative Power Allocation Game in Relay Based OFDMA Systems. | Lin Xiao, Laurie G. Cuthbert |
| 2009 | WCNC | Load based relay selection algorithm for fairness in relay based OFDMA cellular systems. | Lin Xiao, Laurie G. Cuthbert |
| 2008 | APSCC | Service-Oriented Reliable Problem Solving Environment for Scientific Computation. | Cancan Liu, Weimin Zhang, Zhigang Luo, Hai Liu, Lin Xiao |
| 2008 | ISKE | Model research and system design of internal evaluation of power supply service quality based on improved fuzzy AHP. | Xuehong Zhang, Lin Xiao, Yi Feng, Jing Zhang, Ming Zeng |
| 2008 | MSWIM | Improving fairness in relay-based access networks. | Lin Xiao, Laurie G. Cuthbert |
| 2008 | NSDI | Energy-Aware Server Provisioning and Load Dispatching for Connection-Intensive Internet Services. | Gong Chen, Wenbo He, Jie Liu, Suman Nath, Leonidas Rigas, Lin Xiao, Feng Zhao |
| 2006 | ICML | A duality view of spectral methods for dimensionality reduction. | Lin Xiao, Jun Sun, Stephen P. Boyd |
| 2006 | MASS | QoS Routing for Real-time Applications in CDMA Based Ad Hoc Networks. | Lin Xiao, Eliane L. Bodanese |
| 2006 | MDM | Scalable Self-Configuring Integration of Localization and Indexing in Wireless Ad-Hoc Sensor Networks. | Lin Xiao, Aris M. Ouksel |
| 2002 | ICASSP | A novel rate control scheme for video over the internet. | Zheng Guo Li, Lin Xiao, C. Zhu, Pan Feng |