Publications (295)
Gaussian Max-Value Entropy Search for Multi-Agent Bayesian Optimization
Haitong Ma, Tianpeng Zhang, Yixuan Wu +2
Analysis of the Optimization Landscape of Linear Quadratic Gaussian (LQG) Control
Yang Zheng, Yujie Tang, Na Li
Torsional refrigeration by twisted, coiled, and supercoiled fibers
Run Wang, Shaoli Fang, Yicheng Xiao +27
Voltage Control Using Limited Communication
Sindri Magnusson, Guannan Qu, Carlo Fischione +1
Dialogue Policies for Confusion Mitigation in Situated HRI
Na Li, Robert Ross
Reward Processes and Performance Simulation in Supermarket Models with Different Servers
Quan-Lin Li, Feifei Yang, Na Li
PIRF: Physics-Informed Reward Fine-Tuning for Diffusion Models
Mingze Yuan, Pengfei Jin, Na Li +1
Markov Games with Decoupled Dynamics: Price of Anarchy and Sample Complexity
Runyu Zhang, Yuyang Zhang, Rohit Konda +3
Multi-Agent Reinforcement Learning with Reward Delays
Yuyang Zhang, Runyu Zhang, Yuantao Gu +1
Training Task Reasoning LLM Agents for Multi-turn Task Planning via Single-turn Reinforcement Learning
Hanjiang Hu, Changliu Liu, Na Li +1
CompLeak: Deep Learning Model Compression Exacerbates Privacy Leakage
Na Li, Yansong Gao, Hongsheng Hu +2
Learning Low-dimensional Latent Dynamics from High-dimensional Observations: Non-asymptotics and Lower Bounds
Yuyang Zhang, Shahriar Talebi, Na Li
Simple Attention Module based Speaker Verification with Iterative noisy label detection
Xiaoyi Qin, Na Li, Chao Weng +2
Distilling Semantic Concept Embeddings from Contrastively Fine-Tuned Language Models
Na Li, Hanane Kteich, Zied Bouraoui +1
From Multiplicity to Vulnerability: Privacy Amplification Risk from One-Dataset-Multiple-Model Exposure
Qirui Huang, Na Li, Hongsheng Hu +3
Bipolaronic nature of the pseudogap in (TaSe4)2I revealed via weak photoexcitation
Yingchao Zhang, Tika Kafle, Wenjing You +12
Carbon-Aware Optimal Power Flow
Xin Chen, Andy Sun, Wenbo Shi +1
Uncovering the Timescales of Spin Reorientation in $TbMn_{6}Sn_{6}$
Sinéad A. Ryan, Anya Grafov, Na Li +8
Sequential quantum nonlocality sharing under local noisy quantum channels
Na Li, Chen-Yue Li, Yu-Hong Zheng +3
Tensor and Matrix Inversions with Applications
Michael Brazell, Na Li, Carmeliza Navasca +1
Model-in-the-Loop (MILO): Accelerating Multimodal AI Data Annotation with LLMs
Yifan Wang, David Stevens, Pranay Shah +10
Mock Observations for the CSST Mission: Multi-Channel Imager--Instrument Simulation
Zhao-Jun Yan, Huan-Yuan Shan, Zhen-Ya Zheng +40
On the Equivalence of Youla, System-level and Input-output Parameterizations
Yang Zheng, Luca Furieri, Antonis Papachristodoulou +2
Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach
Yingying Li, Yujie Tang, Runyu Zhang +1
Data-driven Fair Resource Allocation For Novel Emerging Epidemics: A COVID-19 Convalescent Plasma Case Study
Maryam Akbari-Moghaddam, Na Li, Douglas G. Down +4
Groups of Repairmen and Repair-based Load Balancing in Supermarket Models with Repairable Servers
Na Li, Quan-Lin Li, Zhe George Zhang
Joint Identification of Linear Dynamics and Noise Covariance via Distributional Estimation
Yang Hu, Na Li
Block Tensor Decomposition for Source Apportionment of Air Pollution
Philip K. Hopke, Maggie Leung, Na Li +1
Safe Adaptive Learning-based Control for Constrained Linear Quadratic Regulators with Regret Guarantees
Yingying Li, Subhro Das, Jeff Shamma +1
Zeroth-Order Feedback Optimization for Cooperative Multi-Agent Systems
Yujie Tang, Zhaolin Ren, Na Li
Realization of high-fidelity CZ gates in extensible superconducting qubits design with a tunable coupler
Yangsen Ye, Sirui Cao, Yulin Wu +20
Quantum walks on a programmable two-dimensional 62-qubit superconducting processor
Ming Gong, Shiyu Wang, Chen Zha +33
Distributed Regularized Primal-Dual Method: Convergence Analysis and Trade-offs
Masoud Badiei Khuzani, Na Li
Decentralized Diffusion Policy Learning for Enhanced Exploration in Cooperative Multi-agent Reinforcement Learning
Yuyang Zhang, Haldun Balim, Na Li
Multivariate Time Series Forecasting with Hybrid Euclidean-SPD Manifold Graph Neural Networks
Yong Fang, Na Li, Hangguan Shan +4
Strong quantum computational advantage using a superconducting quantum processor
Yulin Wu, Wan-Su Bao, Sirui Cao +51
Primal-Dual Spectral Representation for Off-policy Evaluation
Yang Hu, Tianyi Chen, Na Li +2
Constrained Optimization From a Control Perspective via Feedback Linearization
Runyu Zhang, Arvind Raghunathan, Jeff Shamma +1
Deep Learning-Based Intra Mode Derivation for Versatile Video Coding
Linwei Zhu, Yun Zhang, Na Li +2
Control Reconfiguration of Dynamical Systems for Improved Performance via Reverse- and Forward-engineering
Han Shu, Xuan Zhang, Na Li +1
Measurement of anisotropic radial flow in relativistic heavy ion collisions
Lin Li, Na Li, Yuanfang Wu
Model-Free Feedback Constrained Optimization Via Projected Primal-Dual Zeroth-Order Dynamics
Xin Chen, Jorge I. Poveda, Na Li
Stochastic Primal-Dual Method on Riemannian Manifolds with Bounded Sectional Curvature
Masoud Badiei Khuzani, Na Li
Scalable Reinforcement Learning for Linear-Quadratic Control of Networks
Johan Olsson, Runyu Zhang, Emma Tegling +1
GeMPO: Generalized Measure Matching for Online Diffusion Reinforcement Learning
Haitong Ma, Chenxiao Gao, Tianyi Chen +2
Observation of strong and weak thermalization in a superconducting quantum processor
Fusheng Chen, Zheng-Hang Sun, Ming Gong +22
Provable diffusion-based posterior sampling for linear inverse problems via DDIM
Yuchen Jiao, Na Li, Changxiao Cai +2
Linear-quadratic mixed Stackelberg-zero-sum game for mean-field regime switching system
Pengyan Huang, Na Li, Zuo Quan Xu +1
Community-to-Vehicle: Integrating Electric Vehicles into Energy Communities -- A Swiss Case Study
Na Li, Dong Liu, Stavros Orfanoudakis +4
Passivity-Based Distributed Optimization with Communication Delays Using PI Consensus Algorithm
Takeshi Hatanaka, Nikhil Chopra, Takayuki Ishizaki +1
Learning Causal States Under Partial Observability and Perturbation
Na Li, Hangguan Shan, Wei Ni +3
Pulse duration dependence of material response in ultrafast laser-induced surface-penetrating nanovoids in fused silica
Guodong Zhang, Na Li, Hao Zhang +7
Data-driven policy iteration algorithm for continuous-time stochastic linear-quadratic optimal control problems
Heng Zhang, Na Li
Using and Designing Platforms for In Vivo Education Experiments
Joseph Jay Williams, Korinn Ostrow, Xiaolu Xiong +6
Shape-preserving Tooth Segmentation from CBCT Images Using Deep Learning with Semantic and Shape Awareness
Zongrui Ji, Zhiming Cui, Na Li +8
An automatic water detection approach based on Dempster-Shafer theory for multi spectral images
Na Li, Arnaud Martin, Rémi Estival
Max-Entropy Reinforcement Learning with Flow Matching and A Case Study on LQR
Yuyang Zhang, Yang Hu, Bo Dai +1
Distributed Zero-Order Algorithms for Nonconvex Multi-Agent Optimization
Yujie Tang, Junshan Zhang, Na Li
USM-VC: Mitigating Timbre Leakage with Universal Semantic Mapping Residual Block for Voice Conversion
Na Li, Chuke Wang, Yu Gu +1
On the Exponential Stability of Primal-Dual Gradient Dynamics
Guannan Qu, Na Li
Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation
Na Li, Jiaqi Yu, Minzhi Xie +8
Gate-tunable anisotropic Josephson diode effect in topological Dirac semimetal Cd$_3$As$_2$ nanowires
Yan-Liang Hou, An-Qi Wang, Na Li +4
Realization of an Error-Correcting Surface Code with Superconducting Qubits
Youwei Zhao, Yangsen Ye, He-Liang Huang +36
System-level, Input-output and New Parameterizations of Stabilizing Controllers, and Their Numerical Computation
Yang Zheng, Luca Furieri, Maryam Kamgarpour +1
Online Optimization with Predictions and Switching Costs: Fast Algorithms and the Fundamental Limit
Yingying Li, Guannan Qu, Na Li
Quantum Neuronal Sensing of Quantum Many-Body States on a 61-Qubit Programmable Superconducting Processor
Ming Gong, He-Liang Huang, Shiyu Wang +33
Escaping High-order Saddles in Policy Optimization for Linear Quadratic Gaussian (LQG) Control
Yang Zheng, Yue Sun, Maryam Fazel +1
Spin Manipulation by Creation of Single-Molecule Radical Cations
Sujoy Karan, Na Li, Yajie Zhang +13
Exact Convex Relaxation of Optimal Power Flow in Tree Networks
Lingwen Gan, Na Li, Ufuk Topcu +1
Design and Stability of Load-Side Primary Frequency Control in Power Systems
Changhong Zhao, Ufuk Topcu, Na Li +1
On Maintaining Linear Convergence of Distributed Learning and Optimization under Limited Communication
Sindri Magnússon, Hossein Shokri-Ghadikolaei, Na Li
Measurement Geometry and Design for Trustworthy Generative Inverse Problems
Pengfei Jin, Na Li, Quanzheng Li
Online Learning and Distributed Control for Residential Demand Response
Xin Chen, Yingying Li, Jun Shimada +1
Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy
Na Li, Zied Bouraoui, Steven Schockaert
AdamFLIP: Adaptive Momentum Feedback Linearization Optimization for Hard Constrained PINN Training
Binghang Lu, Runyu Zhang, Changhong Mou +2
LDM-SVC: Latent Diffusion Model Based Zero-Shot Any-to-Any Singing Voice Conversion with Singer Guidance
Shihao Chen, Yu Gu, Jie Zhang +4
Multi-Agent Coverage Control with Transient Behavior Consideration
Runyu Zhang, Haitong Ma, Na Li
Improve Single-Point Zeroth-Order Optimization Using High-Pass and Low-Pass Filters
Xin Chen, Yujie Tang, Na Li
Non-asymptotic Identification of Linear Dynamical Systems Using Multiple Trajectories
Yang Zheng, Na Li
Self-adaptive Multi-task Particle Swarm Optimization
Xiaolong Zheng, Deyun Zhou, Na Li +3
Policy Iteration Reinforcement Learning Method for Continuous-Time Linear-Quadratic Mean-Field Control Problems
Na Li, Xun Li, Zuo Quan Xu
The CUHK-TENCENT speaker diarization system for the ICASSP 2022 multi-channel multi-party meeting transcription challenge
Naijun Zheng, Na Li, Xixin Wu +6
Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models
Maryam Motamedi, Jessica Dawson, Na Li +2
Ocean Data Quality Assessment through Outlier Detection-enhanced Active Learning
Na Li, Yiyang Qi, Ruyue Xin +1
RODS: Robust Optimization Inspired Diffusion Sampling for Detecting and Reducing Hallucination in Generative Models
Yiqi Tian, Pengfei Jin, Mingze Yuan +3
TS-RSR: A provably efficient approach for batch Bayesian Optimization
Zhaolin Ren, Na Li
Can We Improve Channel Reciprocity via Loop-back Compensation for RIS-assisted Physical Layer Key Generation
Ningya Xu, Guoshun Nan, Xiaofeng Tao +3
Study of triangular flow $v_3$ in Au+Au and Cu+Cu collisions with a multiphase transport model
Kai Xiao, Na Li, Shusu Shi +1
Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings
Na Li, Zied Bouraoui, Jose Camacho Collados +3
Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap
Somali Chaterji, Parinaz Naghizadeh, Muhammad Ashraful Alam +14
A Model-Based Approach to Imitation Learning through Multi-Step Predictions
Haldun Balim, Yang Hu, Yuyang Zhang +1
On the Relationship of Optimal State Feedback and Disturbance Response Controllers
Runyu Zhang, Yang Zheng, Weiyu Li +1
On the Regret Analysis of Online LQR Control with Predictions
Runyu Zhang, Yingying Li, Na Li
Continuous-Time Zeroth-Order Dynamics with Projection Maps: Model-Free Feedback Optimization with Safety Guarantees
Xin Chen, Jorge I. Poveda, Na Li
On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games
Runyu Zhang, Jincheng Mei, Bo Dai +2
Learning discriminative features in sequence training without requiring framewise labelled data
Jun Wang, Dan Su, Jie Chen +4
Relationship between Characteristic Lengths and Effective Saffman Length in Colloidal Monolayers near a Water-Oil Interface
Na Li, Wei Zhang, Wei Chen
Large spin to charge conversion in topological superconductor \b{eta}-PdBi2 at room temperature
Yang Li, Shi-jia Yang, Dali Sun +13
Experimental quantum computational chemistry with optimised unitary coupled cluster ansatz
Shaojun Guo, Jinzhao Sun, Haoran Qian +35
Effects of the Position Reversal of Friction Pairs on the Strength of Tribocharging and Tribodischarging
Na Li, Liran Ma, Xuefeng Xu +1