Lin Xiao - RankMe

208 papers A* 29A 1B 4C 6Misc 4Journal 127Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cold-Start Personalization via Training-Free Priors from Structured World Models. CoRR Avinandan Bose, Shuyue Stella Li, Faeze Brahman, Pang Wei Koh, Simon Shaolei Du, Yulia Tsvetkov, Maryam Fazel, Lin Xiao, Asli Celikyilmaz
2026	J	`jnl`	Exploring user engagement behavior with short-form video advertising on short-form video platforms: a visual-audio perspective. Internet Res. Lin Xiao, Xiaofeng Li, Jian Mou
2026	J	`jnl`	Multi-Scale pattern-Aware task-Gating network for aerial small object detection. Neural Networks Ben Liang, Yuan Liu, Chao Sui, Yihong Wang, Lin Xiao, Xiubao Sui, Qian Chen
2026	J	`jnl`	What affects the communication effect of rumor-refuting short videos? An empirical study based on multimodal features. Int. J. Inf. Manag. Rui Wang, Zhiming Lei, Lin Xiao
2025	J	`jnl`	A predefined-time double-integral zeroing neural network model for linear equations flows and its application on dynamic position. Neurocomputing Jialiang Chen, Linju Li, Lin Xiao
2025	J	`jnl`	Bregman Douglas-Rachford Splitting Method. CoRR Shiqian Ma, Lin Xiao, Renbo Zhao
2025	J	`jnl`	Exploration from a Primal-Dual Lens: Value-Incentivized Actor-Critic Methods for Sample-Efficient Online RL. CoRR Tong Yang, Bo Dai, Lin Xiao, Yuejie Chi
2025	J	`jnl`	Fast Clifford Neural Layers. CoRR Tianxiang Xia, Max Neuwinger, Lin Xiao
2025	J	`jnl`	High-Precision Digital Time-Interval Measurement in Dual-Comb Systems via Adaptive Signal Processing and Centroid Localization. Symmetry Ganbin Lu, Dongrui Yu, Ziyue Zhang, Yang Xie, Yufei Zhang, Zhongyuan Fu, Sifei Chen, Lin Xiao, Ziyang Chen, Bin Luo, Hong Guo
2025	J	`jnl`	Human-centred design and fabrication of a wearable multimodal visual assistance system. Nat. Mac. Intell. Jian Tang, Yi Zhu, Gai Jiang, Lin Xiao, Wei Ren, Yu Zhou, Qinying Gu, Biao Yan, Jiayi Zhang, Hengchang Bi, Xing Wu, Zhiyong Fan, Leilei Gu
2025	A*	`conf`	Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games. ICML Tong Yang, Bo Dai, Lin Xiao, Yuejie Chi
2025	J	`jnl`	Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games. CoRR Tong Yang, Bo Dai, Lin Xiao, Yuejie Chi
2025	J	`jnl`	LoRe: Personalizing LLMs via Low-Rank Reward Modeling. CoRR Avinandan Bose, Zhihan Xiong, Yuejie Chi, Simon Shaolei Du, Lin Xiao, Maryam Fazel
2025	A*	`conf`	PARQ: Piecewise-Affine Regularized Quantization. ICML Lisa Jin, Jianhao Ma, Zechun Liu, Andrey Gromov, Aaron Defazio, Lin Xiao
2025	J	`jnl`	PARQ: Piecewise-Affine Regularized Quantization. CoRR Lisa Jin, Jianhao Ma, Zechun Liu, Andrey Gromov, Aaron Defazio, Lin Xiao
2025	J	`jnl`	ParetoQ: Scaling Laws in Extremely Low-bit LLM Quantization. CoRR Zechun Liu, Changsheng Zhao, Hanxian Huang, Sijia Chen, Jing Zhang, Jiawei Zhao, Scott Roy, Lisa Jin, Yunyang Xiong, Yangyang Shi, Lin Xiao, Yuandong Tian, Bilge Soran, Raghuraman Krishnamoorthi, Tijmen Blankevoort, Vikas Chandra
2025	J	`jnl`	Quantization through Piecewise-Affine Regularization: Optimization and Statistical Guarantees. CoRR Jianhao Ma, Lin Xiao
2025	J	`jnl`	SHYI: Action Support for Contrastive Learning in High-Fidelity Text-to-Image Generation. CoRR Tianxiang Xia, Lin Xiao, Yannick Montorfani, Francesco Pavia, Enis Simsar, Thomas Hofmann
2025	J	`jnl`	Seasonal snow depth dataset over flat terrains in the Northern Hemisphere based on ICESat-2 data from 2018 to 2020. Int. J. Digit. Earth Dongdong Feng, Tao Che, Guigang Wang, Liyun Dai, Liang Gao, Ye Jiang, Jing Wang, Yanxing Hu, Lin Xiao, Yueling Shi
2025	J	`jnl`	Smoothing DiLoCo with Primal Averaging for Faster Training of LLMs. CoRR Aaron Defazio, Konstantin Mishchenko, Parameswaran Raman, Hao-Jun Michael Shi, Lin Xiao
2025	J	`jnl`	Spinal segmentation based on heatmap regression positioning and improved UNet. Clust. Comput. Yuyao Huang, Yuhang Wang, Li He, Zhiqin He, Lin Xiao
2025	J	`jnl`	Stochastic Approximation with Block Coordinate Optimal Stepsizes. CoRR Tao Jiang, Lin Xiao
2025	J	`jnl`	The effect of dynamic information cues on sales performance in live streaming e-commerce: an IFT and ELM perspective. Electron. Commer. Res. Lin Xiao, Xinru Lin, Chuanmin Mi, Shahriar Akter
2024	J	`jnl`	A novel approach for snow depth retrieval in forested areas by integrating horizontal and vertical canopy structures information. Int. J. Appl. Earth Obs. Geoinformation Shanna Yue, Liyun Dai, Jie Deng, Yanxing Hu, Lin Xiao, Tao Che
2024	J	`jnl`	An Adaptive Stochastic Gradient Method with Non-negative Gauss-Newton Stepsizes. CoRR Antonio Orvieto, Lin Xiao
2024	J	`jnl`	Construction and operability Analysis of Intelligent Network Physical Education Teaching System. Mechatron. Syst. Control. Lin Xiao
2024	J	`jnl`	Dual Approximation Policy Optimization. CoRR Zhihan Xiong, Maryam Fazel, Lin Xiao
2024	J	`jnl`	Joint Linked Component Analysis for Multiview Data. CoRR Lin Xiao, Luo Xiao
2024	J	`jnl`	SMTF: Sparse transformer with multiscale contextual fusion for medical image segmentation. Biomed. Signal Process. Control. Xichu Zhang, Xiao-Zhi Zhang, Lijun Ouyang, Chuanbo Qin, Lin Xiao, Dongping Xiong
2024	J	`jnl`	Semi-supervised segmentation for primary nasopharyngeal carcinoma tumors using local-region constraint and mixed feature-level consistency. Eng. Appl. Artif. Intell. Bin Zheng, Junying Zeng, Xiuping Zhang, Xudong Jia, Lin Xiao, Chuanbo Qin
2023	J	`jnl`	ACMTR: Attention-guided, combined multi-scale, transformer reasoning-based network for 3D CT pelvic functional bone marrow segmentation. Biomed. Signal Process. Control. Junying Zeng, Wanying Li, Bin Zheng, Lin Xiao, Xiuping Zhang, Qian Zhong, Shufen Liang, Jie Wang, Yuanqiong Huang, Chuanbo Qin
2023	J	`jnl`	Discovering the evolution of online reviews: A bibliometric review. Electron. Mark. Yucheng Zhang, Zhiling Wang, Lin Xiao, Lijun Wang, Pei Huang
2023	—	`conf`	Fast Visual Servo for Rapidly Seafood Capturing of Underwater Delta Robots. ROBIO Maosheng Yang, Lin Xiao, Ce Chen, Yangyi Hu, Yi Sun, Huayan Pu, Wenchuan Jia
2023	A*	`conf`	Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games. ICLR Shicong Cen, Yuejie Chi, Simon Shaolei Du, Lin Xiao
2023	A*	`conf`	Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification. AAAI Pengyu Xu, Lin Xiao, Bing Liu, Sijin Lu, Liping Jing, Jian Yu
2023	J	`jnl`	Learning to extract from multiple perspectives for neural keyphrase extraction. Comput. Speech Lang. Mingyang Song, Lin Xiao, Liping Jing
2023	A*	`conf`	Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies. ICLR Rui Yuan, Simon Shaolei Du, Robert M. Gower, Alessandro Lazaric, Lin Xiao
2023	J	`jnl`	MAD-Net: Multi-attention dense network for functional bone marrow segmentation. Comput. Biol. Medicine Chuanbo Qin, Bin Zheng, Wanying Li, Hongbo Chen, Junying Zeng, Chenwang Wu, Shufen Liang, Jun Luo, Shuquan Zhou, Lin Xiao
2023	—	`conf`	Multi-intent Description of Keyword Expansion for Code Search. ICONIP (11) Haize Hu, Jianxun Liu, Lin Xiao
2023	J	`jnl`	Noisy recovery from random linear observations: Sharp minimax rates under elliptical constraints. CoRR Reese Pathak, Martin J. Wainwright, Lin Xiao
2023	J	`jnl`	Textual tag recommendation with multi-tag topical attention. Neurocomputing Pengyu Xu, Mingxuan Xia, Lin Xiao, Huafeng Liu, Bing Liu, Liping Jing, Jian Yu
2023	J	`jnl`	Transformers and CNNs fusion network for salient object detection. Neurocomputing Cuili Yao, Lin Feng, Yuqiu Kong, Lin Xiao, Tao Chen
2023	J	`jnl`	Triple Alliance Prototype Orthotist Network for Long-Tailed Multi-Label Text Classification. IEEE ACM Trans. Audio Speech Lang. Process. Lin Xiao, Pengyu Xu, Mingyang Song, Huafeng Liu, Liping Jing, Xiangliang Zhang
2022	A*	`conf`	BiT: Robustly Binarized Multi-distilled Transformer. NeurIPS Zechun Liu, Barlas Oguz, Aasish Pappu, Lin Xiao, Scott Yih, Meng Li, Raghuraman Krishnamoorthi, Yashar Mehdad
2022	J	`jnl`	BiT: Robustly Binarized Multi-distilled Transformer. CoRR Zechun Liu, Barlas Oguz, Aasish Pappu, Lin Xiao, Scott Yih, Meng Li, Raghuraman Krishnamoorthi, Yashar Mehdad
2022	J	`jnl`	Characteristics of Snow Depth and Snow Phenology in the High Latitudes and High Altitudes of the Northern Hemisphere from 1988 to 2018. Remote. Sens. Shanna Yue, Tao Che, Liyun Dai, Lin Xiao, Jie Deng
2022	J	`jnl`	Compound binomial risk model in a Markovian environment with capital cost and the calculation algorithm. Appl. Math. Comput. Lin Xiao
2022	J	`jnl`	DLDP-FL: Dynamic local differential privacy federated learning method based on mesh network edge devices. J. Comput. Sci. Kangning Yin, Bin Wu, Rui Zhu, Lin Xiao, Zhuofu Tan, Guofeng He, Zhiguo Wang, Guangqiang Yin
2022	—	`ch.`	Data Space Based on Mass Customization Model. Designing Data Spaces Lucheng Chen, Haiqin Xie, Wen Yang, Lin Xiao
2022	—	`conf`	Design of Intelligent Education Management Information System in Colleges and Universities from the Perspective of Big Data. eLEOT (1) Haiyan Zhao, Shiyuan Liu, Lin Xiao, Kun Liu, Fuxia Liu
2022	J	`jnl`	Dynamic Distance Measurement Based on a Fast Frequency-Swept Interferometry. Sensors Yuru Chen, Xiaohua Lei, Lin Xiao, Peng Zhang, Xianming Liu
2022	J	`jnl`	Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games. CoRR Shicong Cen, Yuejie Chi, Simon S. Du, Lin Xiao
2022	J	`jnl`	Grad-GradaGrad? A Non-Monotone Adaptive Stochastic Gradient Method. CoRR Aaron Defazio, Baoyu Zhou, Lin Xiao
2022	J	`jnl`	Improving the Snow Volume Scattering Algorithm in a Microwave Forward Model by Using Ground-Based Remote Sensing Snow Observations. IEEE Trans. Geosci. Remote. Sens. Liyun Dai, Tao Che, Lin Xiao, M. Akynbekkyzy, Kai Zhao, Leena Leppänen
2022	—	`conf`	Introduction to the Minitrack on The Dark Sides of AI. HICSS Lin Xiao, Xiao-Liang Shen, Xusen Cheng
2022	J	`jnl`	Label-Aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification. Neural Process. Lett. Xin Huang, Boli Chen, Lin Xiao, Jian Yu, Liping Jing
2022	J	`jnl`	Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies. CoRR Rui Yuan, Simon S. Du, Robert M. Gower, Alessandro Lazaric, Lin Xiao
2022	—	`conf`	On Continual Model Refinement in Out-of-Distribution Data Streams. ACL (1) Bill Yuchen Lin, Sida Wang, Xi Victoria Lin, Robin Jia, Lin Xiao, Xiang Ren, Scott Yih
2022	J	`jnl`	On Continual Model Refinement in Out-of-Distribution Data Streams. CoRR Bill Yuchen Lin, Sida Wang, Xi Victoria Lin, Robin Jia, Lin Xiao, Xiang Ren, Wen-tau Yih
2022	J	`jnl`	On the Convergence Rates of Policy Gradient Methods. CoRR Lin Xiao
2022	J	`jnl`	On the Convergence Rates of Policy Gradient Methods. J. Mach. Learn. Res. Lin Xiao
2022	J	`jnl`	Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification. CoRR Lin Xiao, Pengyu Xu, Liping Jing, Xiangliang Zhang
2022	J	`jnl`	Semantic guide for semi-supervised few-shot multi-label node classification. Inf. Sci. Lin Xiao, Pengyu Xu, Liping Jing, Uchenna Akujuobi, Xiangliang Zhang
2022	J	`jnl`	Small-Signal Processing Low-Overhead Operational Amplifier for delta-Sigma ADC. J. Circuits Syst. Comput. Jinhui Tan, Jishun Kuang, Xing Hu, Lin Xiao
2022	J	`jnl`	The dark sides of AI. Electron. Mark. Xusen Cheng, Lin Xiao, Xiao-Liang Shen, Alex Zarifis, Jian Mou
2022	C	`conf`	Traffic Sign Image Segmentation Algorithm Based on Improved Spatio-Temporal Map Convolution. GPC Qianying Zou, Lin Xiao, Guang Xu, Xiaofang Wang, Nan Mu
2022	J	`jnl`	Understanding determinants of social networking service fatigue: an interpretive structural modeling approach. Inf. Technol. People Lin Xiao, Ting Pan, Jian Mou, Lihua Huang
2021	J	`jnl`	A Bibliometric Review of Information Systems Research From 1975-2018: Setting an Agenda for IS Research. J. Glob. Inf. Manag. Yucheng Zhang, Linjie Ge, Lin Xiao, Meng Zhang, Siqi Liu
2021	—	`conf`	Based on Brillouin Scattering Photoelectric Research of Oscillator. ICAIT Shan Jin, Ruodong Duan, Lin Xiao, Hongfei Zhu, Deqi Li, Tianshu Wang
2021	J	`jnl`	Cross-Platform Simulation Architecture with application to truck platooning impact assessment. CoRR Andres Ladino, Lin Xiao, Kingsley Adjenugwhure, Nicolás Deschle, Gerdien Klunder
2021	A*	`conf`	Does Head Label Help for Long-Tailed Multi-Label Text Classification. AAAI Lin Xiao, Xiangliang Zhang, Liping Jing, Chi Huang, Mingyang Song
2021	J	`jnl`	Does Head Label Help for Long-Tailed Multi-Label Text Classification. CoRR Lin Xiao, Xiangliang Zhang, Liping Jing, Chi Huang, Mingyang Song
2021	J	`jnl`	Factors Influencing Chinese Online Health Service Use: A Valence Framework Perspective. J. Glob. Inf. Manag. Lin Xiao, Jian Mou, Lihua Huang
2021	—	`conf`	Hybrid Mode-Locked 2μm Fiber Laser Based on Nonlinear Polarization Rotation and Semiconductor Saturable Absorber Mirror. ICAIT Lin Xiao, Tianshu Wang, Wanzhuo Ma, Ranyou Zhao
2021	C	`conf`	Hybrid Summarization with Semantic Weighting Reward and Latent Structure Detector. ACML Mingyang Song, Liping Jing, Yi Feng, Zhiwei Sun, Lin Xiao
2021	—	`conf`	Importance Estimation from Multiple Perspectives for Keyphrase Extraction. EMNLP (1) Mingyang Song, Liping Jing, Lin Xiao
2021	J	`jnl`	Importance Estimation from Multiple Perspectives for Keyphrase Extraction. CoRR Mingyang Song, Liping Jing, Lin Xiao
2021	J	`jnl`	Intelligent Perception System of Big Data Decision in Cross-Border e-Commerce Based on Data Fusion. J. Sensors Xiaheng Zhang, Dongpeng Xu, Lin Xiao
2021	J	`jnl`	Prediction on transaction amounts of China's CBEC with improved GM (1, 1) models based on the principle of new information priority. Electron. Commer. Res. Chuanmin Mi, Yijing Wang, Lin Xiao
2021	J	`jnl`	Snow Depth Fusion Based on Machine Learning Methods for the Northern Hemisphere. Remote. Sens. Yanxing Hu, Tao Che, Liyun Dai, Lin Xiao
2021	J	`jnl`	Visitor Information System of Cross-Border E-Commerce Platform Based on Mobile Edge Computing. Mob. Inf. Syst. Xiaheng Zhang, Yonghua Cai, Lin Xiao
2020	J	`jnl`	A joint control model for connected vehicle platoon and arterial signal coordination. J. Intell. Transp. Syst. Pangwei Wang, Yilun Jiang, Lin Xiao, Yi Zhao, Yinghong Li
2020	J	`jnl`	Accelerated LiDAR data processing algorithm for self-driving cars on the heterogeneous computing platform. IET Comput. Digit. Tech. Wei Li, Jun Liang, Yunquan Zhang, Haipeng Jia, Lin Xiao, Qing Li
2020	A*	`conf`	Deep Global and Local Generative Model for Recommendation. WWW Huafeng Liu, Liping Jing, Jingxuan Wen, Zhicheng Wu, Xiaoyi Sun, Jiaqi Wang, Lin Xiao, Jian Yu
2020	J	`jnl`	Evaluation of Remote Sensing and Reanalysis Snow Depth Datasets over the Northern Hemisphere during 1980-2016. Remote. Sens. Lin Xiao, Tao Che, Liyun Dai
2020	A*	`conf`	Hyperbolic Capsule Networks for Multi-Label Classification. ACL Boli Chen, Xin Huang, Lin Xiao, Liping Jing
2020	A*	`conf`	Hyperbolic Interaction Model for Hierarchical Multi-Label Classification. AAAI Boli Chen, Xin Huang, Lin Xiao, Zixin Cai, Liping Jing
2020	J	`jnl`	Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model. CoRR Mingzhi Zheng, Dinghan Shen, Yelong Shen, Weizhu Chen, Lin Xiao
2020	J	`jnl`	Microblog Sentiment Analysis Using User Similarity and Interaction-Based Social Relations. Int. J. Web Serv. Res. Chuanmin Mi, Xiaoyan Ruan, Lin Xiao
2020	J	`jnl`	Prediction model of the response to neoadjuvant chemotherapy in breast cancers by a Naive Bayes algorithm. Comput. Methods Programs Biomed. Libo Yang, Bo Fu, Yan Li, Yueping Liu, Wenting Huang, Sha Feng, Lin Xiao, Linyong Sun, Li Deng, Xinyi Zheng, Feng Ye, Hong Bu
2020	J	`jnl`	Statistical Adaptive Stochastic Gradient Methods. CoRR Pengchuan Zhang, Hunter Lang, Qiang Liu, Lin Xiao
2020	A*	`conf`	Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization. ICML Hadrien Hendrikx, Lin Xiao, Sébastien Bubeck, Francis R. Bach, Laurent Massoulié
2020	J	`jnl`	Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization. CoRR Hadrien Hendrikx, Lin Xiao, Sébastien Bubeck, Francis R. Bach, Laurent Massoulié
2020	J	`jnl`	Traffic Flow Impacts of Converting an HOV Lane Into a Dedicated CACC Lane on a Freeway Corridor. IEEE Intell. Transp. Syst. Mag. Lin Xiao, Meng Wang, Bart van Arem
2019	A*	`conf`	A Composite Randomized Incremental Gradient Method. ICML Junyu Zhang, Lin Xiao
2019	J	`jnl`	A Data-Driven Hybrid Three-Stage Framework for Hospital Bed Allocation: A Case Study in a Large Tertiary Hospital in China. Comput. Math. Methods Medicine Li Luo, Jialing Li, Xueru Xu, Wenwu Shen, Lin Xiao
2019	J	`jnl`	A Qualitative Approach to Understand Consumer Groups and Decision-Making Process in Online Group Buying: An Exploratory Study. Int. J. Web Serv. Res. Lin Xiao, Chuanmin Mi
2019	A*	`conf`	A Stochastic Composite Gradient Method with Incremental Variance Reduction. NeurIPS Junyu Zhang, Lin Xiao
2019	J	`jnl`	Benefit-based O2O commerce segmentation: a means-end chain approach. Electron. Commer. Res. Lin Xiao, Zixiu Guo, John D'Ambra
2019	J	`jnl`	Clustering Research Based on Feature Selection in The Behavior Analysis of MOOC Users. J. Inf. Hiding Multim. Signal Process. Lin Xiao
2019	J	`jnl`	DSCOVR: Randomized Primal-Dual Block Coordinate Algorithms for Asynchronous Distributed Optimization. J. Mach. Learn. Res. Lin Xiao, Adams Wei Yu, Qihang Lin, Weizhu Chen
2019	J	`jnl`	Examining Consumers' Behavioral Intention in O2O Commerce from a Relational Perspective: an Exploratory Study. Inf. Syst. Frontiers Lin Xiao, Chuanmin Mi, Yucheng Zhang, Jing Ma
2019	J	`jnl`	Examining the Effect of Positive Online Reviews on Consumers' Decision Making: The Valence Framework. J. Glob. Inf. Manag. Lin Xiao, Yuan Li
2019	J	`jnl`	Exploring the antecedents of social network service fatigue: a socio-technical perspective. Ind. Manag. Data Syst. Lin Xiao, Jian Mou, Lihua Huang
2019	J	`jnl`	Hyperbolic Interaction Model For Hierarchical Multi-Label Classification. CoRR Boli Chen, Xin Huang, Lin Xiao, Zixin Cai, Liping Jing
2019	—	`conf`	Label-Specific Document Representation for Multi-Label Text Classification. EMNLP/IJCNLP (1) Lin Xiao, Xin Huang, Boli Chen, Liping Jing
2019	J	`jnl`	Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification. CoRR Xin Huang, Boli Chen, Lin Xiao, Liping Jing
2019	J	`jnl`	Social media fatigue -Technological antecedents and the moderating roles of personality traits: The case of WeChat. Comput. Hum. Behav. Lin Xiao, Jian Mou
2019	A*	`conf`	Taiji: managing global user traffic for large-scale internet services at the edge. SOSP 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
2019	J	`jnl`	Understanding the Determinants of Consumer Satisfaction With B&B Hotels: An Interpretive Structural Modeling Approach. Int. J. Web Serv. Res. Lin Xiao, Chuanmin Mi, Yetian Chen, Lihua Huang
2019	A*	`conf`	Understanding the Role of Momentum in Stochastic Gradient Methods. NeurIPS Igor Gitman, Hunter Lang, Pengchuan Zhang, Lin Xiao
2019	J	`jnl`	Understanding the Role of Momentum in Stochastic Gradient Methods. CoRR Igor Gitman, Hunter Lang, Pengchuan Zhang, Lin Xiao
2019	A*	`conf`	Using Statistics to Automate Stochastic Optimization. NeurIPS Hunter Lang, Lin Xiao, Pengchuan Zhang
2019	J	`jnl`	Using Statistics to Automate Stochastic Optimization. CoRR Hunter Lang, Pengchuan Zhang, Lin Xiao
2018	J	`jnl`	Analyzing consumer online group buying motivations: An interpretive structural modeling approach. Telematics Informatics Lin Xiao
2018	A*	`conf`	Coupled Variational Bayes via Optimization Embedding. NeurIPS Bo Dai, Hanjun Dai, Niao He, Weiyang Liu, Zhen Liu, Jianshu Chen, Lin Xiao, Le Song
2018	J	`jnl`	Electromechanical Design of Self-Similar Inspired Surface Electrodes for Human-Machine Interaction. Complex. Yongan Huang, Wentao Dong, Chen Zhu, Lin Xiao
2018	A*	`conf`	Learning SMaLL Predictors. NeurIPS Vikas K. Garg, Ofer Dekel, Lin Xiao
2018	J	`jnl`	Learning SMaLL Predictors. CoRR Vikas K. Garg, Ofer Dekel, Lin Xiao
2018	A*	`conf`	SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation. ICML Bo Dai, Albert E. Shaw, Lihong Li, Lin Xiao, Niao He, Zhen Liu, Jianshu Chen, Le Song
2018	A	`conf`	Sparse Multi-Prototype Classification. UAI Vikas K. Garg, Lin Xiao, Ofer Dekel
2017	J	`jnl`	A Randomized Nonmonotone Block Proximal Gradient Method for a Class of Structured Nonlinear Programming. SIAM J. Numer. Anal. Zhaosong Lu, Lin Xiao
2017	J	`jnl`	A multiple-attribute decision-making method based on the mean value of grey number weight optimisation and its application in supply-chain management. Grey Syst. Theory Appl. Chuanmin Mi, Lin Xiao, Sifeng Liu, Xiaoyan Ruan
2017	J	`jnl`	An Adaptive Signal Control Scheme to Prevent Intersection Traffic Blockage. IEEE Trans. Intell. Transp. Syst. Yilong Ren, Yunpeng Wang, Guizhen Yu, Henry X. Liu, Lin Xiao
2017	J	`jnl`	Analyzing consumer goal structure in online group buying: A means-end chain approach. Inf. Manag. Lin Xiao, Zixiu Guo, John D'Ambra
2017	A*	`conf`	Exploiting Strong Convexity from Data with Primal-Dual First-Order Algorithms. ICML Jialei Wang, Lin Xiao
2017	—	`conf`	Hedonic Information Systems Quality. PACIS Chanyoung Seo, Zixiu Guo, Lin Xiao, James J. Jiang, Gary Klein
2017	—	`conf`	Hierarchical learning for automated malware classification. MILCOM Shayok Chakraborty, Jack W. Stokes, Lin Xiao, Dengyong Zhou, Mady Marinescu, Anil Thomas
2017	—	`conf`	Microblog Sentiment Analysis Using User Similarity and Interaction-based Social Relations. PACIS Xiaoyan Ruan, Lin Xiao, Chuanmin Mi, Yue Lu
2017	J	`jnl`	Mixed-Integer Linear Programming Models for Teaching Assistant Assignment and Extensions. Sci. Program. Xiaobo Qu, Wen Yi, Tingsong Wang, Shuaian Wang, Lin Xiao, Zhiyuan Liu
2017	J	`jnl`	Online Traffic Condition Evaluation Method for Connected Vehicles Based on Multisource Data Fusion. J. Sensors Pangwei Wang, Hong-Bin Yu, Lin Xiao, Li Wang
2017	—	`conf`	Opinion Mining from Online Reviews: Consumer Satisfaction Analysis with B&B Hotels. PACIS Yetian Chen, Lin Xiao, Chuanmin Mi
2017	—	`conf`	Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes. NIPS Jianshu Chen, Chong Wang, Lin Xiao, Ji He, Lihong Li, Li Deng
2017	J	`jnl`	Quantifying Snow Albedo Radiative Forcing and Its Feedback during 2003-2016. Remote. Sens. Lin Xiao, Tao Che, Linling Chen, Hongjie Xie, Liyun Dai
2017	J	`jnl`	Smoothed Dual Embedding Control. CoRR Bo Dai, Albert E. Shaw, Lihong Li, Lin Xiao, Niao He, Jianshu Chen, Le Song
2017	J	`jnl`	Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization. J. Mach. Learn. Res. Yuchen Zhang, Lin Xiao
2017	A*	`conf`	Stochastic Variance Reduction Methods for Policy Evaluation. ICML Simon S. Du, Jianshu Chen, Lihong Li, Lin Xiao, Dengyong Zhou
2017	J	`jnl`	Stochastic Variance Reduction Methods for Policy Evaluation. CoRR Simon S. Du, Jianshu Chen, Lihong Li, Lin Xiao, Dengyong Zhou
2017	—	`conf`	Stretchable sEMG Electrodes Conformally Laminated on Skin for Continuous Electrophysiological Monitoring. ICIRA (3) Wentao Dong, Chen Zhu, Youhua Wang, Lin Xiao, Dong Ye, Yongan Huang
2017	J	`jnl`	Variational Gram Functions: Convex Analysis and Optimization. SIAM J. Optim. Amin Jalali, Maryam Fazel, Lin Xiao
2016	—	`conf`	A Comprehensive Evaluation Model for Traffic Rule. ICGEC Lin Xiao, Minqian Tang, Jeng-Shyang Pan
2016	B	`conf`	A resolution method for linguistic truth-valued intuitionistic fuzzy first-order logic. FUZZ-IEEE Lin Xiao, Jia Meng, Shifei Ding, Li Zou
2016	J	`jnl`	Building loyalty in e-commerce: Towards a multidimensional trust-based framework for the case of China. Program Lin Xiao, Zixiu Guo, John D'Ambra, Bin Fu
2016	—	`conf`	Determining Motivations for Online Group Buying -a Uses and gratifications Perspective. PACIS Lin Xiao, Zixiu Guo, John D'Ambra, Bin Fu
2016	Misc	`conf`	Interpreting the prediction process of a deep network constructed from supervised topic models. ICASSP Jianshu Chen, Ji He, Xiaodong He, Lin Xiao, Jianfeng Gao, Li Deng
2016	J	`jnl`	Promoting online learners' continuance intention: An integrated flow framework. Inf. Manag. Zixiu Guo, Lin Xiao, Christine Van Toorn, Yihong Lai, Chanyoung Seo
2016	—	`conf`	Star-Scan: A Stable Clustering by Statistically Finding Centers and Noises. APWeb (1) Nan Yang, Qing Liu, Yaping Li, Lin Xiao, Xiaoqing Liu
2016	—	`conf`	The evaluation and improvement of traffic rule: based on intelligent information processing. ICIIP Shenghua Xu, Minqian Tang, Lin Xiao
2015	J	`jnl`	A survey of SCADA test bed. Int. J. Wirel. Mob. Comput. Zijian Zhang, Zhen Yang, Liehuang Zhu, Lin Xiao, Lan Zhao
2015	J	`jnl`	An Accelerated Randomized Proximal Coordinate Gradient Method and its Application to Regularized Empirical Risk Minimization. SIAM J. Optim. Qihang Lin, Zhaosong Lu, Lin Xiao
2015	J	`jnl`	An adaptive accelerated proximal gradient method and its homotopy continuation for sparse optimization. Comput. Optim. Appl. Qihang Lin, Lin Xiao
2015	J	`jnl`	Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss. CoRR Yuchen Zhang, Lin Xiao
2015	—	`conf`	End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture. NIPS Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng
2015	J	`jnl`	End-to-end Learning of Latent Dirichlet Allocation by Mirror-Descent Back Propagation. CoRR Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng
2015	J	`jnl`	On the complexity analysis of randomized block-coordinate descent methods. Math. Program. Zhaosong Lu, Lin Xiao
2015	—	`conf`	RABBIC: Rank-Based BIClustering Algorithm. IEEE WISA Linglin Huang, Qing Liu, Nan Yang, Yaping Li, Lin Xiao
2015	A*	`conf`	Scaling Up Stochastic Dual Coordinate Ascent. KDD Kenneth Tran, Saghar Hosseini, Lin Xiao, Thomas Finley, Mikhail Bilenko
2015	—	`conf`	ShardFS vs. IndexFS: replication vs. caching strategies for distributed metadata management in cloud storage systems. SoCC Lin Xiao, Kai Ren, Qing Zheng, Garth A. Gibson
2015	J	`jnl`	Variational Gram Functions: Convex Analysis and Optimization. CoRR Amin Jalali, Lin Xiao, Maryam Fazel
2014	J	`jnl`	A Proximal Stochastic Gradient Method with Progressive Variance Reduction. SIAM J. Optim. Lin Xiao, Tong Zhang
2014	C	`conf`	A Typology of Online Group Buyers: Using Means-end Structures for Benefit Segmentation. ICIS Lin Xiao, Zixiu Guo, John D'Ambra
2014	J	`jnl`	Adaptive Vehicle Navigation With En Route Stochastic Traffic Information. IEEE Trans. Intell. Transp. Syst. Lin Xiao, Hong K. Lo
2014	—	`conf`	An Accelerated Proximal Coordinate Gradient Method. NIPS Qihang Lin, Zhaosong Lu, Lin Xiao
2014	A*	`conf`	An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization. ICML Qihang Lin, Lin Xiao
2014	A*	`conf`	Online Classification Using a Voted RDA Method. AAAI Tianbing Xu, Jianfeng Gao, Lin Xiao, Amelia C. Regan
2014	J	`jnl`	SAR image Bayesian compressive sensing exploiting the interscale and intrascale dependencies in directional lifting wavelet transform domain. Neurocomputing Xingsong Hou, Lan Zhang, Chen Gong, Lin Xiao, Jinqiang Sun, Xueming Qian
2014	—	`conf`	Structure Learning of Large Scale Bayesian Network. IEEE WISA Xiang Xu, Qing Liu, Yaping Li, Lin Xiao
2014	—	`conf`	Understanding Online Group Purchase Decision Making: a Means-End Chain Approach. PACIS Lin Xiao, Zixiu Guo, John D'Ambra, Bin Fu
2013	J	`jnl`	A Proximal-Gradient Homotopy Method for the Sparse Least-Squares Problem. SIAM J. Optim. Lin Xiao, Tong Zhang
2013	—	`conf`	Compression and Indexing Based on BWT: A Survey. IEEE WISA Dengfeng Zhang, Qing Liu, Yuewan Wu, Yaping Li, Lin Xiao
2013	—	`conf`	Consumer Motivations in Online Group Buying: A Means-End Chain Approach. PACIS Lin Xiao
2013	J	`jnl`	On the Complexity Analysis of Randomized Block-Coordinate Descent Methods CoRR Zhaosong Lu, Lin Xiao
2013	J	`jnl`	Online Classification Using a Voted RDA Method. CoRR Tianbing Xu, Jianfeng Gao, Lin Xiao, Amelia Regan
2013	J	`jnl`	Processing of time within the prefrontal cortex: Recent time engages posterior areas whereas distant time engages anterior areas. NeuroImage Gilly Koritzky, Qinghua He, Gui Xue, Savio W. H. Wong, Lin Xiao, Antoine Bechara
2013	J	`jnl`	Randomized Block Coordinate Non-Monotone Gradient Method for a Class of Nonlinear Programming. CoRR Zhaosong Lu, Lin Xiao
2012	A*	`conf`	A Proximal-Gradient Homotopy Method for the L1-Regularized Least-Squares Problem. ICML Lin Xiao, Tong Zhang
2012	J	`jnl`	A Proximal-Gradient Homotopy Method for the Sparse Least-Squares Problem CoRR Lin Xiao, Tong Zhang
2012	C	`conf`	Flow experience and continuance intention toward online learning: An integrated framework. ICIS Zixiu Guo, Lin Xiao, Chanyoung Seo, Yihong Lai
2012	—	`conf`	Human Resource Management System Based on Factory Method Design Pattern. ICICA (LNCS) Xing Xu, Hao Hu, Na Hu, Lin Xiao, Weiqin Ying
2012	J	`jnl`	Optimal Distributed Online Prediction Using Mini-Batches. J. Mach. Learn. Res. Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir, Lin Xiao
2011	J	`jnl`	A Quasi-Dynamic Robust Control Scheme for Signalized Intersections. J. Intell. Transp. Syst. Wei-Hua Lin, Hong K. Lo, Lin Xiao
2011	A*	`conf`	Distributed algorithms via gradient descent for fisher markets. EC Benjamin E. Birnbaum, Nikhil R. Devanur, Lin Xiao
2011	A*	`conf`	Hierarchical Classification via Orthogonal Transfer. ICML Lin Xiao, Dengyong Zhou, Mingrui Wu
2011	A*	`conf`	Optimal Distributed Online Prediction. ICML Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir, Lin Xiao
2011	B	`conf`	Studying medium effects on children's creative processes. Creativity & Cognition Sharon Lynn Chu Yew Yee, Francis K. H. Quek, Lin Xiao
2011	—	`conf`	YCSB++: benchmarking and performance debugging advanced features in scalable table stores. SoCC Swapnil Patil, Milo Polte, Kai Ren, Wittawat Tantisiriroj, Lin Xiao, Julio López, Garth Gibson, Adam Fuchs, Billie Rinaldi
2010	J	`jnl`	A Geometric Perspective of Large-Margin Training of Gaussian Models [Lecture Notes]. IEEE Signal Process. Mag. Lin Xiao, Li Deng
2010	—	`conf`	An Empirical Study of Multi-dimensional Trust and Eloyalty in E-commerce in China. AMCIS John D'Ambra, Lin Xiao
2010	J	`jnl`	Double Polarization SAR Image Classification based on Object-Oriented Technology. J. Geogr. Inf. Syst. Xiuguo Liu, Yongsheng Li, Wei Gao, Lin Xiao
2010	J	`jnl`	Dual Averaging Methods for Regularized Stochastic Learning and Online Optimization. J. Mach. Learn. Res. Lin Xiao
2010	J	`jnl`	Learning to classify with missing and corrupted features. Mach. Learn. Ofer Dekel, Ohad Shamir, Lin Xiao
2010	A*	`conf`	Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback. COLT Alekh Agarwal, Ofer Dekel, Lin Xiao
2010	J	`jnl`	Optimal Distributed Online Prediction using Mini-Batches CoRR Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir, Lin Xiao
2010	J	`jnl`	Robust Distributed Online Prediction CoRR Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir, Lin Xiao
2009	J	`jnl`	Analysis of Performance Effect Factors of Three-Stage Electro-Hydraulic Servo Valve. J. Comput. Xiaochu Liu, Qitao Huang, Dacheng Cong, Junwei Han, Lin Xiao
2009	—	`conf`	Dual Averaging Method for Regularized Stochastic Learning and Online Optimization. NIPS Lin Xiao
2009	—	`conf`	In Search of an API for Scalable File Systems: Under the Table or Above It? HotCloud Swapnil Patil, Garth A. Gibson, Gregory R. Ganger, Julio César López-Hernández, Milo Polte, Wittawat Tantisiriroj, Lin Xiao
2009	—	`conf`	Research on Land Use Supervision by Using High Resolution and Fully Polarizations Sar Data. ESIAT (2) Wei Gao, Xiuguo Liu, Yongsheng Li, Hongping Wang, Lin Xiao
2009	—	`conf`	Understanding the Relationships between Multi-dimensional Trust and E-loyalty in E-commerce. ACIS Lin Xiao, Zixiu Guo, John D'Ambra
2008	Misc	`conf`	Energy-Aware Server Provisioning and Load Dispatching for Connection-Intensive Internet Services. NSDI Gong Chen, Wenbo He, Jie Liu, Suman Nath, Leonidas Rigas, Lin Xiao, Feng Zhao
2008	—	`conf`	Fuzzy Real Options Method for Generation Investment Evaluation under Uncertainties. CSSE (1) De-yi Gan, Jun Dong, Lin Xiao, Ming Zeng
2008	Misc	`conf`	Model research and system design of internal evaluation of power supply service quality based on improved fuzzy AHP. ISKE Xuehong Zhang, Lin Xiao, Yi Feng, Jing Zhang, Ming Zeng
2008	C	`conf`	Service-Oriented Reliable Problem Solving Environment for Scientific Computation. APSCC Cancan Liu, Weimin Zhang, Zhigang Luo, Hai Liu, Lin Xiao
2006	B	`conf`	QoS Routing for Real-time Applications in CDMA Based Ad Hoc Networks. MASS Lin Xiao, Eliane L. Bodanese
2006	B	`conf`	Scalable Self-Configuring Integration of Localization and Indexing in Wireless Ad-Hoc Sensor Networks. MDM Lin Xiao, Aris M. Ouksel
2005	—	`conf`	Tolerance of localization imprecision in efficiently managing mobile sensor databases. MobiDE Lin Xiao, Aris M. Ouksel
2002	Misc	`conf`	A novel rate control scheme for video over the internet. ICASSP Zheng Guo Li, Lin Xiao, C. Zhu, Pan Feng
2000	C	`conf`	Control with random communication delays via a discrete-time jump system approach. ACC Lin Xiao, Arash Hassibi, Jonathan P. How