Publications (69)
Knowledge Federation: A Unified and Hierarchical Privacy-Preserving AI Framework
Hongyu Li, Dan Meng, Hong Wang +1
Adaptive Leader-Follower Formation Control and Obstacle Avoidance via Deep Reinforcement Learning
Yanlin Zhou, Fan Lu, George Pu +5
Bose-Einstein condensation on an atom chip
Bo Yan, Feng Cheng, Min Ke +3
BatmanNet: Bi-branch Masked Graph Transformer Autoencoder for Molecular Representation
Zhen Wang, Zheng Feng, Yanjun Li +5
Distilled One-Shot Federated Learning
Yanlin Zhou, George Pu, Xiyao Ma +2
Protein Microarrays with Carbon Nanotubes as Multi-Color Raman Labels
Zhuo Chen, Scott M. Tabakman, Andrew P. Goodwin +10
EquiBoost: An Equivariant Boosting Approach to Molecular Conformation Generation
Yixuan Yang, Xingyu Fang, Zhaowen Cheng +2
Single Shot Text Detector with Regional Attention
Pan He, Weilin Huang, Tong He +3
EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction
Qingwen Tian, Yuxin Xu, Yixuan Yang +4
ES Attack: Model Stealing against Deep Neural Networks without Data Hurdles
Xiaoyong Yuan, Leah Ding, Lan Zhang +2
Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring
Xiyao Ma, Qile Zhu, Yanlin Zhou +2
Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative Data Embedded Analytics
Lasith Adhikari, Tezcan Ozrazgat-Baslanti, Paul Thottakkara +5
A Smiley-type theorem for spectral operators of finite type
Xiao Chen, Jian-Jian Jiang, Xiaolin Li
Comparing Clinical Judgment with MySurgeryRisk Algorithm for Preoperative Risk Assessment: A Pilot Study
Meghan Brennan, Sahil Puri, Tezcan Ozrazgat-Baslanti +6
Scientific Large Language Models: A Survey on Biological & Chemical Domains
Qiang Zhang, Keyang Ding, Tianwen Lyv +22
Edge Magneto-Fingerprints in Disordered Graphene Nanoribbons
Jean-Marie Poumirol, Alessandro Cresti, Stephan Roche +6
Secure Multiplex Coding Over Interference Channel with Confidential Messages
Xiaolin Li, Ryutaroh Matsumoto
Dissipation-induced Nonlinear Topological Gear Switching
Xuzhen Cao, Xiaolin Li, Liang Bai +3
Identifying the Absorption Bump with Deep Learning
Min Li, Sudeep Gaddam, Xiaolin Li +3
Room Temperature All Semiconducting sub-10nm Graphene Nanoribbon Field-Effect Transistors
Xinran Wang, Yijian Ouyang, Xiaolin Li +3
Arbitrary-sized Image Training and Residual Kernel Learning: Towards Image Fraud Identification
Hongyu Li, Xiaogang Huang, Zhihui Fu +1
Generation and modulation of multiple 2D bulk photovoltaic effects in space-time reversal asymmetric 2H-FeCl2
Liang Liu, Xiaolin Li, Luping Du +1
High-Sensitive Microwave Electrometry with Enhanced Instantaneous Bandwidth
Bowen Yang, Yuhan Yan, Xuejie Li +5
Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection
Ruimin Sun, Xiaoyong Yuan, Pan He +5
Added Value of Intraoperative Data for Predicting Postoperative Complications: Development and Validation of a MySurgeryRisk Extension
Shounak Datta, Tyler J. Loftus, Matthew M. Ruppert +12
Multistage Pruning of CNN Based ECG Classifiers for Edge Devices
Xiaolin Li, Rajesh Panicker, Barry Cardiff +1
Simultaneous Nitrogen-Doping and Reduction of Graphene Oxide
Xiaolin Li, Hailiang Wang, Joshua T. Robinson +3
A Transfer Learning Approach for Microstructure Reconstruction and Structure-property Predictions
Xiaolin Li, Yichi Zhang, He Zhao +3
Solving bound-state equations in $\text{QCD}_2$ with bosonic and fermionic quarks
Xiaolin Li, Yu Jia, Ying Li +1
Repeated post-training is not Self-improving: Diagnosing Scientific Amnesia in Continual DPO Pipelines
Jianzhe Lin, Fei Wang, Xiaolin Li +2
Intelligent Perioperative System: Towards Real-time Big Data Analytics in Surgery Risk Assessment
Zheng Feng, Rajendra Rana Bhat, Xiaoyong Yuan +4
Optical Properties of Ultrashort Semiconducting Single-Walled Carbon Nanotube Capsules Down to Sub-10 nm
Xiaoming Sun, Sasa Zaric, Dan Daranciang +4
Highly Conducting Graphene Sheets and Langmuir-Blodgett Films
Xiaolin Li, Guangyu Zhang, Xuedong Bai +4
Gemini: A Family of Highly Capable Multimodal Models
Gemini Team, Rohan Anil, Sebastian Borgeaud +1340
Your Privacy My Cloak: Backdoor Attacks on Differentially Private Federated Learning
Xiaolin Li, Ning Wang, Ninghui Li +1
DCentNet: Decentralized Multistage Biomedical Signal Classification using Early Exits
Xiaolin Li, Binhua Huang, Barry Cardiff +1
A Batch Normalized Inference Network Keeps the KL Vanishing Away
Qile Zhu, Jianlin Su, Wei Bi +4
A Radio-Frequency Atom Chip for Guiding Neutral Atoms
Xiaolin Li, Haichao Zhang, Bo Yan +2
Identifying MgII Narrow Absorption Lines with Deep Learning
Yinan Zhao, Jian Ge, Xiaoyong Yuan +3
Kerr-type nonlinear optical isolators bypassing dynamic reciprocity
Yiqi Hu, Yihong Qi, Yu You +6
Frequency Prior Guided Matching: A Data Augmentation Approach for Generalizable Semi-Supervised Polyp Segmentation
Haoran Xi, Chen Liu, Xiaolin Li
Langmuir blodgett assembly of densely aligned single walled carbon nanotubes from bulk materials
Xiaolin Li, Li Zhang, Xinran Wang +4
M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis
Junyu Li, Ye Zhang, Wen Shu +6
Semi-supervised Drifted Stream Learning with Short Lookback
Weijieying Ren, Pengyang Wang, Xiaolin Li +2
FoldingZero: Protein Folding from Scratch in Hydrophobic-Polar Model
Yanjun Li, Hengtong Kang, Ketian Ye +2
Modeling and Computation of High Efficiency and Efficacy Multi-Step Batch Testing for Infectious Diseases
Hongshik Ahn, Haoran Jiang, Xiaolin Li
Chemical Self Assembly of Graphene Sheets
Hailiang Wang, Xinran Wang, Xiaolin Li +1
Rethinking Interphase Representations for Modeling Viscoelastic Properties for Polymer Nanocomposites
Xiaolin Li, Min Zhang, Yixing Wang +4
Solvothermal Reduction of Chemically Exfoliated Graphene Sheets
Hailiang Wang, Joshua Tucker Robinson, Xiaolin Li +1
PRI-VAE: Principle-of-Relevant-Information Variational Autoencoders
Yanjun Li, Shujian Yu, Jose C. Principe +2
End-to-End Service Delivery with QoS Guarantee in Software Defined Networks
Qiang Duan, Chonggang Wang, Xiaolin Li
DeepCancer: Detecting Cancer through Gene Expressions via Deep Generative Learning
Rajendra Rana Bhat, Vivek Viswanath, Xiaolin Li
Hydrogenation and Hydro-Carbonation and Etching of Single-Walled Carbon Nanotubes
Guangyu Zhang, Pengfei Qi, Xinran Wang +4
Asking Complex Questions with Multi-hop Answer-focused Reasoning
Xiyao Ma, Qile Zhu, Yanlin Zhou +2
A Praise for Defensive Programming: Leveraging Uncertainty for Effective Malware Mitigation
Ruimin Sun, Marcus Botacin, Nikolaos Sapountzis +6
Server Averaging for Federated Learning
George Pu, Yanlin Zhou, Dapeng Wu +1
Selective Synthesis Combined with Chemical Separation of Single-Walled Carbon Nanotubes for Chirality Selection
Xiaolin Li, Xiaomin Tu, Sasa Zaric +4
Generalized Batch Normalization: Towards Accelerating Deep Neural Networks
Xiaoyong Yuan, Zheng Feng, Matthew Norton +1
Federated Unsupervised Representation Learning
Fengda Zhang, Kun Kuang, Zhaoyang You +6
Direct and in situ examination of Li+ transport kinetics in isotope labelled solid electrolyte interphase
Xiaofei Yu, Stefany Angarita-Gomez, Yaobin Xu +13
Adversarial Examples: Attacks and Defenses for Deep Learning
Xiaoyong Yuan, Pan He, Qile Zhu +1
Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-Supervised Neural Networks
Xiaoyong Yuan, Lei Ding, Malek Ben Salem +2
DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction
Yanjun Li, Mohammad A. Rezaei, Chenglong Li +2
Mitigating Data Poisoning Attacks to Local Differential Privacy
Xiaolin Li, Ninghui Li, Boyang Wang +1
Multiplexed Multi-Color Raman Imaging of Live Cells with Isotopically Modified Single Walled Carbon Nanotubes
Zhuang Liu, Xiaolin Li, Scott M. Tabakman +3
Physics-Informed ML Exploration of Structure-Transport Relationships in Hard Carbon
Nikhil Rampal, Stephen E. Weitzner, Fredrick Omenya +5
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction
Dongjie Wang, Yanjie Fu, Kunpeng Liu +2
Microstructural Materials Design via Deep Adversarial Learning Methodology
Zijiang Yang, Xiaolin Li, L. Catherine Brinson +3
Multiplexed five-color molecular imaging of cancer cells and tumor tissues with carbon nanotube Raman tags in the near-infrared
Zhuang Liu, Scott Tabakman, Sarah Sherlock +5