Publications (487)
PartImageNet++ Dataset: Enhancing Visual Models with High-Quality Part Annotations
Xiao Li, Zilong Liu, Yining Liu +4
Double interdiction problem on trees on the sum of root-leaf distances by upgrading edges
Xiao Li, Xiucui Guan, Junhua Jia +1
Whiteout: when do fixed-X knockoffs fail?
Xiao Li, William Fithian
Semantic Communications using Foundation Models: Design Approaches and Open Issues
Peiwen Jiang, Chao-Kai Wen, Xinping Yi +3
Robust Knowledge Distillation Based on Feature Variance Against Backdoored Teacher Model
Jinyin Chen, Xiaoming Zhao, Haibin Zheng +3
Maximum bound principles for a class of semilinear parabolic equations and exponential time differencing schemes
Qiang Du, Lili Ju, Xiao Li +1
Generalizable Coarse-to-Fine Robot Manipulation via Language-Aligned 3D Keypoints
Jianshu Hu, Lidi Wang, Shujia Li +4
Automata Guided Reinforcement Learning With Demonstrations
Xiao Li, Yao Ma, Calin Belta
Optimized Structured Sparse Sensing Matrices for Compressive Sensing
Tao Hong, Xiao Li, Zhihui Zhu +1
Unbalanced edge modes and topological phase transition in gated trilayer graphene
Xiao Li, Zhenhua Qiao, Jeil Jung +1
Attention-Based 3D Seismic Fault Segmentation Training by a Few 2D Slice Labels
YiMin Dou, Kewen Li, Jianbing Zhu +2
Digital Health and Indoor Air Quality: An IoT-Driven Human-Centred Visualisation Platform for Behavioural Change and Technology Acceptance
Rameez Raja Kureshi, Bhupesh Kumar Mishra, Dhavalkumar Thakker +2
Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation
Ruizhe Li, Xiao Li, Guanyi Chen +1
Joint Spatial Division and Multiplexing with Customized Orthogonal Group Channels in Multi-RIS-Assisted Systems
Weicong Chen, Chao-Kai Wen, Wankai Tang +2
Scaling Law for Time-Reversal-Odd Nonlinear Transport
Yue-Xin Huang, Cong Xiao, Shengyuan A. Yang +1
Language-Driven Anchors for Zero-Shot Adversarial Robustness
Xiao Li, Wei Zhang, Yining Liu +3
Structure-Aware Multimodal LLM Framework for Trustworthy Near-Field Beam Prediction
Mengyuan Li, Qianfan Lu, Jiachen Tian +5
Baseband-Free End-to-End Communication System Based on Diffractive Deep Neural Network
Xiaokun Teng, Wankai Tang, Xiao Li +1
Generalized Scalar Auxiliary Variable Exponential Integrator for A Modified Landau-de Gennes Theory for Smectic Liquid Crystals
Wenshuai Hu, Guanghua Ji, Xiao Li
Two-Dimensional Transition Metal Dichalcogenides with a Hexagonal Lattice: Room Temperature Quantum Spin Hall Insulators
Yandong Ma, Liangzhi Kou, Xiao Li +2
Effects of dynamical phases in Shor's factoring algorithm with operational delays
L. F. Wei, Xiao Li, Xuedong Hu +1
Multi-step prediction of chlorophyll concentration based on Adaptive Graph-Temporal Convolutional Network with Series Decomposition
Ying Chen, Xiao Li, Hongbo Zhang +2
SPRIGHT: A Fast and Robust Framework for Sparse Walsh-Hadamard Transform
Xiao Li, Joseph K. Bradley, Sameer Pawar +1
Fooling thermal infrared pedestrian detectors in real world using small bulbs
Xiaopei Zhu, Xiao Li, Jianmin Li +2
Towards Physically Consistent 4D Scene Reconstruction for Closed-loop Autonomous Driving Simulation
Bowyn Tan, Yutong Xie, Bai Huang +5
Reconfigurable Intelligent Surface: Power Consumption Modeling and Practical Measurement Validation
Jinghe Wang, Wankai Tang, Jing Cheng Liang +6
Maximum bound principle preserving integrating factor Runge-Kutta methods for semilinear parabolic equations
Lili Ju, Xiao Li, Zhonghua Qiao +1
Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory
Haozhen Zhang, Haodong Yue, Tao Feng +8
Observation of many-body localization in a one-dimensional system with single-particle mobility edge
Thomas Kohlert, Sebastian Scherg, Xiao Li +4
Stability of scar states in 2D PXP model against random disorders
Ke Huang, Yu Wang, Xiao Li
Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses
Xiao Li, Xiang Zheng, Yifeng Gao +35
BarrierNet: A Safety-Guaranteed Layer for Neural Networks
Wei Xiao, Ramin Hasani, Xiao Li +1
Data Imputation for Sparse Radio Maps in Indoor Positioning (Extended Version)
Xiao Li, Huan Li, Harry Kai-Ho Chan +2
Evaluating the Representation Space of Diffusion Models via Self-Supervised Principles
Xiao Li, Yixuan Jia, Zekai Zhang +6
Generalization of Diffusion Models Arises with a Balanced Representation Space
Zekai Zhang, Xiao Li, Xiang Li +4
On the existence, rareness and uniqueness of quenched HI-rich galaxies in the local Universe
Xiao Li, Cheng Li, H. J. Mo +3
Magnetically and electrically controllable valley splittings in MXene monolayers
Huiqian Wang, Li Liang, Xiaohui Wang +2
A Survey of Blockchain and Artificial Intelligence for 6G Wireless Communications
Yiping Zuo, Jiajia Guo, Ning Gao +3
Functional control of anomalous reflection via engineered metagratings without polarization limitations
Jingwen Li, Xiao Li, Guohao Zhang +4
COVID-19 and Computer Audition: An Overview on What Speech & Sound Analysis Could Contribute in the SARS-CoV-2 Corona Crisis
Björn W. Schuller, Dagmar M. Schuller, Kun Qian +3
In-situ three-dimensional strain engineering of solid-state quantum emitters in photonic structures towards scalable quantum networks
Yan Chen, Xueshi Li, Shunfa Liu +11
Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps
Yaonai Wei, Tuo Zhang, Han Zhang +10
A strictly predefined-time convergent and anti-noise fractional-order zeroing neural network for solving time-variant quadratic programming in kinematic robot control
Yi Yang, Xiao Li, Xuchen Wang +5
Machine Learning Techniques for Data Reduction of Climate Applications
Xiao Li, Qian Gong, Jaemoon Lee +3
Joint Beam Management and SLAM for mmWave Communication Systems
Hang Que, Jie Yang, Chao-Kai Wen +3
Emergent topological and half semimetallic Dirac Fermions at oxide interfaces
Tian-Yi Cai, Xiao Li, Fa Wang +3
CharacterFlywheel: Scaling Iterative Improvement of Engaging and Steerable LLMs in Production
Yixin Nie, Lin Guan, Zhongyao Ma +19
Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications
Qing Qu, Zhihui Zhu, Xiao Li +3
Semantic Satellite Communications for Synchronized Audiovisual Reconstruction
Fangyu Liu, Peiwen Jiang, Wenjin Wang +2
A Signal-Language Foundation Model for Broad-Spectrum Cardiovascular Assessment from Routine Electrocardiography
Ziqing Yu, Yuhui Tao, Jiayu Huo +19
From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations
Yuchen Guan, Xiao Li, Zongyu Guo +4
Efficient View Synthesis with Neural Radiance Distribution Field
Yushuang Wu, Xiao Li, Jinglu Wang +3
Rotatable Block-Controlled RIS: Bridging the Performance Gap to Element-Controlled Systems
Weicong Chen, Xinyi Yang, Chao-Kai Wen +5
Unveiling Downstream Performance Scaling of LLMs: A Clustering-Based Perspective
Chengyin Xu, Kaiyuan Chen, Xiao Li +2
Sub-8-nm resolution AKB-mirror-based hard X-ray ptychography via generalized Wirtinger projections
Jie Dong, Liang Zhou, Zhongzhu Zhu +6
Out-of-plane carrier spin in transition-metal dichalcogenides under electric current
Xiao Li, Hua Chen, Qian Niu
A Solvable Model for Discrete Time Crystal Enforced by Nonsymmorphic Dynamical Symmetry
Zi-Ang Hu, Bo Fu, Xiao Li +1
A stability-driven protocol for drug response interpretable prediction (staDRIP)
Xiao Li, Tiffany M. Tang, Xuewei Wang +2
High-Harmonic Coherent Pulse Generation in a Storage Ring Using Multiple-Echo-Enabled Harmonic Generation
Weihang Liu, Yu Zhao, Weilun Qin +3
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models
Xiao Li, Yanfan Zhu, Ruining Deng +6
Theory of interaction-induced renormalization of Drude weight and plasmon frequency in chiral multilayer graphene
Xiao Li, Wang-Kong Tse
Double stabilizations and convergence analysis of a second-order linear numerical scheme for the nonlocal Cahn-Hilliard equation
Xiao Li, Zhonghua Qiao, Cheng Wang
Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach
Hao Fang, Kai Huang, Hao Ye +4
UVRM: A Scalable 3D Reconstruction Model from Unposed Videos
Shiu-hong Kao, Xiao Li, Jinglu Wang +4
Realization of cold atom gyroscope in space
Jinting Li, Xi Chen, Danfang Zhang +21
In-orbit Test of the Weak Equivalence Principle with Atom Interferometry
Dan-Fang Zhang, Jing-Ting Li, Wen-Zhang Wang +22
Bridging Minds and Machines: Toward an Integration of AI and Cognitive Science
Rui Mao, Qian Liu, Xiao Li +2
Low-Complexity Joint Beamforming for RIS-Assisted MU-MISO Systems Based on Model-Driven Deep Learning
Weijie Jin, Jing Zhang, Chao-Kai Wen +3
Quorum Subsumption for Heterogeneous Quorum Systems
Xiao Li, Eric Chan, Mohsen Lesani
Signatures of Two Distinct Epochs of FRB 20240114A from January to August 2024 Based on its Energy and Waiting Time Analysis
Xiao Li, Ying Gu, En-Wei Liang
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data
Xiao Li, Yin Zhu, Sichen Liu +3
StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs
Qijun Luo, Mengqi Li, Lei Zhao +1
Performance Evaluation for Subarray-based Reconfigurable Intelligent Surface-Aided Wireless Communication Systems
Xinyi Yang, Weicong Chen, Xiao Li +1
Valley splitting in the transition-metal dichalcogenides monolayer via atoms adsorption
Xiaofang Chen, Liangshuai Zhong, Xiao Li +1
Tunable high-Chern-number Chern insulators in rhombohedral tetralayer graphene/hBN moiré superlattices
Chuanqi Zheng, Chushan Li, Ke Huang +17
Fractional quantum anomalous Hall effect in rhombohedral multilayer graphene with a strong displacement field
Ke Huang, Sankar Das Sarma, Xiao Li
NiCl3 Monolayer: Dirac Spin-Gapless Semiconductor and Chern Insulator
Junjie He, Xiao Li, Pengbo Lyu +1
Stabilized integrating factor Runge-Kutta method and unconditional preservation of maximum bound principle
Jingwei Li, Xiao Li, Lili Ju +1
Attention Based Machine Learning Methods for Data Reduction with Guaranteed Error Bounds
Xiao Li, Jaemoon Lee, Anand Rangarajan +1
Unconditionally stable exponential time differencing schemes for the mass-conserving Allen-Cahn equation with nonlocal and local effects
Kun Jiang, Lili Ju, Jingwei Li +1
Reversible modulation of metal-insulator transition in VO2 via chemically-induced oxygen migration
Kun Han, Hanyu Wang, Liang Wu +6
CoTDeceptor:Adversarial Code Obfuscation Against CoT-Enhanced LLM Code Agents
Haoyang Li, Mingjin Li, Jinxin Zuo +5
Tunable valley and spin splittings in $\rm VSi_2N_4$ bilayer
Li Liang, Ying Yang, Xiaohui Wang +1
Mobility edge and intermediate phase in one-dimensional incommensurate lattice potentials
Xiao Li, S. Das Sarma
Tunable Magnetism and Valleys in VSiZ$_3$ monolayers
Xiaoyu Wang, Li Liang, Huiqian Wang +1
Faster-GCG: Efficient Discrete Optimization Jailbreak Attacks against Aligned Large Language Models
Xiao Li, Wei Zhang, Zhuhong Li +6
SlideMamba: Entropy-Based Adaptive Fusion of GNN and Mamba for Enhanced Representation Learning in Digital Pathology
Shakib Khan, Fariba Dambandkhameneh, Nazim Shaikh +3
Propagation-Consistent Wireless Environment Digital Twin Construction Under Sparse Measurements
Junjie Ai, Shurui Xu, Yanqing Ren +6
Data-Driven Deep MIMO Detection:Network Architectures and Generalization Analysis
Yongwei Yi, Xinping Yi, Wenjin Wang +2
Learning Multi-Access Point Coordination in Agentic AI Wi-Fi with Large Language Models
Yifan Fan, Le Liang, Peng Liu +5
Modeling and Control of Diesel Engine Emissions using Multi-layer Neural Networks and Economic Model Predictive Control
Jiadi Zhang, Xiao Li, Mohammad Reza Amini +3
Coupling the valley degree of freedom to antiferromagnetic order
Xiao Li, Ting Cao, Qian Niu +2
Planar Diffractive Neural Networks Empowered Communications: A Spatial Modulation Scheme
Xiaokun Teng, Yanqing Ren, Weicong Chen +3
Two-shot Video Object Segmentation
Kun Yan, Xiao Li, Fangyun Wei +4
Limited Feedback in RIS-Assisted Wireless Communications: Use Cases, Challenges, and Future Directions
Weicong Chen, Jiajia Guo, Yiming Cui +2
A Unified View of Attention and Residual Sinks: Outlier-Driven Rescaling is Essential for Transformer Training
Zihan Qiu, Zeyu Huang, Kaiyue Wen +16
SU(3) Quantum Hall Ferromagnetism in SnTe
Xiao Li, Fan Zhang, A. H. MacDonald
A Closer Look on Memorization in Tabular Diffusion Model: A Data-Centric Perspective
Zhengyu Fang, Zhimeng Jiang, Huiyuan Chen +4
Modeling Surface Appearance from a Single Photograph using Self-augmented Convolutional Neural Networks
Xiao Li, Yue Dong, Pieter Peers +1
Toward building next-generation Geocoding systems: a systematic review
Zhengcong Yin, Daniel W. Goldberg, Binbin Lin +11