Publications (267)
Transition balance in QCD nucleation
Tianzhe Zhou, Qiuze Sun, Jin Hu +2
Distributed Robust Learning-Based Backstepping Control Aided with Neurodynamics for Consensus Formation Tracking of Underwater Vessels
Tao Yan, Zhe Xu, Simon X. Yang
Blind Dexterous Grasping via Real2Sim2Real Tactile Policy Learning
Shengcheng Luo, Xiyan Huang, Zhe Xu +3
Emerging Cyber Attack Risks of Medical AI Agents
Jianing Qiu, Lin Li, Jiankai Sun +4
Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet Management
Kaixiang Lin, Renyu Zhao, Zhe Xu +1
Intent-driven In-context Learning for Few-shot Dialogue State Tracking
Zihao Yi, Zhe Xu, Ying Shen
Transition from ideal to viscous Mach cones in BAMPS
Ioannis Bouras, Andrej El, Oliver Fochler +3
Simultaneous observations of a breakout current sheet and a flare current sheet in a coronal jet event
Liheng Yang, Xiaoli Yan, Zhike Xue +5
Non-Parametric Neuro-Adaptive Coordination of Multi-Agent Systems
Christos K. Verginis, Zhe Xu, Ufuk Topcu
Negative-energy waves in the vertical threads of a solar prominence
Jincheng Wang, Dong Li, Chuan Li +5
Democratizing and accelerating AI-driven pathology research through agentic intelligence
Jiabo Ma, Cheng Jin, Yihui Wang +19
Reinforcement Learning With Reward Machines in Stochastic Games
Jueming Hu, Jean-Raphael Gaglione, Yanze Wang +3
Energy loss in a partonic transport model including bremsstrahlung processes
Oliver Fochler, Zhe Xu, Carsten Greiner
Dynamical scheme for hadronization with first-order phase transition
Bohao Feng, Zhe Xu, Carsten Greiner
Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning
Zhe Xu, Cheng Jin, Yihui Wang +2
Decentralizing Multi-Agent Reinforcement Learning with Temporal Causal Information
Jan Corazza, Hadi Partovi Aria, Hyohun Kim +2
Distributed Robust Learning based Formation Control of Mobile Robots based on Bioinspired Neural Dynamics
Zhe Xu, Tao Yan, Simon X. Yang +2
Shear viscosity and out of equilibrium dynamics
Andrej El, Zhe Xu, Carsten Greiner +1
Minimizing the Information Leakage Regarding High-Level Task Specifications
Michael Hibbard, Yagis Savas, Zhe Xu +1
Medium Effects on Charmonium Production at ultrarelativistic energies available at the CERN Large Haron Collider
Kai Zhou, Nu Xu, Zhe Xu +1
Heavy quark production at RHIC and LHC within a partonic transport model
Jan Uphoff, Oliver Fochler, Zhe Xu +1
Pontryagin Neural Operator for Solving Parametric General-Sum Differential Games
Lei Zhang, Mukesh Ghimire, Zhe Xu +2
Controller Synthesis of Wind Turbine Generator and Energy Storage System with Stochastic Wind Variations under Temporal Logic Specifications
Zhe Xu, Agung Julius, Ufuk Topcu +1
The Observations of Magnetic Reconnection During the Interaction Process of Two Active Region Filaments
Zongyin Wu, Zhike Xue, Xiaoli Yan +11
Magnetic field induced hair structure in charmonium gluon-dissociation
Jin Hu, Shuzhe Shi, Zhe Xu +2
Heavy quarks and charmonium at RHIC and LHC within a partonic transport model
Jan Uphoff, Kai Zhou, Oliver Fochler +2
You've Got Two Teachers: Co-evolutionary Image and Report Distillation for Semi-supervised Anatomical Abnormality Detection in Chest X-ray
Jinghan Sun, Dong Wei, Zhe Xu +4
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
Alessa Hering, Lasse Hansen, Tony C. W. Mok +50
Two-Player Zero-Sum Differential Games with One-Sided Information
Mukesh Ghimire, Zhe Xu, Yi Ren
Real-time and Large-scale Fleet Allocation of Autonomous Taxis: A Case Study in New York Manhattan Island
Yue Yang, Wencang Bao, Mohsen Ramezani +1
Learning Linear Temporal Properties from Noisy Data: A MaxSAT Approach
Jean-Raphaël Gaglione, Daniel Neider, Rajarshi Roy +2
RHIC and LHC phenomena with an unified parton transport
Ioannis Bouras, Andrej El, Oliver Fochler +6
F3RNet: Full-Resolution Residual Registration Network for Deformable Image Registration
Zhe Xu, Jie Luo, Jiangpeng Yan +2
ETac: A Lightweight and Efficient Tactile Simulation Framework for Learning Dexterous Manipulation
Zhe Xu, Feiyu Zhao, Xiyan Huang +1
A Hybrid Tracking Control Strategy for an Unmanned Underwater Vehicle Aided with Bioinspired Neural Dynamics
Zhe Xu, Tao Yan, Simon X. Yang +1
Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples
Zhe Xu, Bo Wu, Aditya Ojha +2
The Case Against Generation for Retrieval: Discriminative Language Models as Effective Retrievers
Zhe Xu, Prachi Agrawal, Kavosh Asadi +17
FedSemiDG: Domain Generalized Federated Semi-supervised Medical Image Segmentation
Zhipeng Deng, Zhe Xu, Tsuyoshi Isshiki +1
On the Detection of Markov Decision Processes
Xiaoming Duan, Yagiz Savas, Rui Yan +2
Diversified and Personalized Multi-rater Medical Image Segmentation
Yicheng Wu, Xiangde Luo, Zhe Xu +5
Imaging and spectroscopic observations of a confined solar filament eruption with two-stage evolution
Zhe Xu, Xiaoli Yan, Liheng Yang +3
High-resolution Observations of a C9.3 White-light Flare and Its Impact on the Solar Photosphere
Zhe Xu, Xiaoli Yan, Zhentong Li +4
Value Approximation for Two-Player General-Sum Differential Games with State Constraints
Lei Zhang, Mukesh Ghimire, Wenlong Zhang +2
Fine-grained Graph Rationalization
Zhe Xu, Menghai Pan, Yuzhong Chen +4
Perturbative QCD Calculations of Elliptic Flow and Shear Viscosity in Au+Au Collisions at $\sqrt{s_{NN}}=200$ GeV
Zhe Xu, Carsten Greiner, Horst Stoecker
Incomplete electromagnetic response of hot QCD matter
Zeyan Wang, Jiaxing Zhao, Carsten Greiner +2
StepScorer: Accelerating Reinforcement Learning with Step-wise Scoring and Psychological Regret Modeling
Zhe Xu
Nonequilibrium photon production in partonic transport simulations
Moritz Greif, Florian Senzel, Heiner Kremer +3
Production, elliptic flow and energy loss of heavy quarks in the quark-gluon plasma
Jan Uphoff, Oliver Fochler, Zhe Xu +1
Observational Evidence of Magnetic Reconnection Associated with Magnetic Flux Cancellation
Bo Yang, Jiayan Yang, Yi Bi +4
Controller Synthesis for Multi-Agent Systems with Intermittent Communication and Metric Temporal Logic Specifications
Zhe Xu, Federico M. Zegers, Bo Wu +3
Attention Basin: Why Contextual Position Matters in Large Language Models
Zihao Yi, Delong Zeng, Zhenqing Ling +6
Statistical analysis of circular-ribbon flares
Yanjie Zhang, Qingmin Zhang, Dechao Song +4
Multiwavelength Observations for a Double-decker Filament Channel in AR 13102
Yin Zhang, Baolin Tan, Quan Wang +8
Predicting the Evolution of Photospheric Magnetic Field in Solar Active Regions Using Deep Learning
Liang Bai, Yi Bi, Bo Yang +6
Collectivity in small systems - Initial state vs. final state effects
Moritz Greif, Carsten Greiner, Björn Schenke +2
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration
Zhe Xu, Jie Luo, Jiangpeng Yan +4
Study of magnetic alloy cores for HIRFL-CSRm compressor cavity
Li-Rong Mei, Zhe Xu, You-Jin Yuan +3
Hierarchical Control for Head-to-Head Autonomous Racing
Rishabh Saumil Thakkar, Aryaman Singh Samyal, David Fridovich-Keil +2
Hierarchical Control for Cooperative Teams in Competitive Autonomous Racing
Rishabh Saumil Thakkar, Aryaman Singh Samyal, David Fridovich-Keil +2
Semi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization
Wentao Pan, Zhe Xu, Jiangpeng Yan +4
Open heavy flavor and J/psi at RHIC and LHC within a transport model
Jan Uphoff, Oliver Fochler, Zhe Xu +1
A relativistic dissipative hydrodynamic description for systems including particle number changing processes
Andrej El, Azwinndini Muronga, Zhe Xu +1
Fast Strategy Solving for the Informed Player in Two-Player Zero-Sum Linear-Quadratic Differential Games with One-Sided Information
Mukesh Ghimire, Zhe Xu, Yi Ren
A Multi-modal Agentic Co-pilot for Evidence Grounded Computational Pathology
Zhe Xu, Zhengyu Zhang, Zhiyuan Cai +12
Learning Temporal Logic Properties: an Overview of Two Recent Methods
Jean-Raphaël Gaglione, Rajarshi Roy, Nasim Baharisangari +3
Robust Partial 3D Point Cloud Registration via Confidence Estimation under Global Context
Yongqiang Wang, Weigang Li, Wenping Liu +2
Calliope-Net: Automatic Generation of Graph Data Facts via Annotated Node-link Diagrams
Qing Chen, Nan Chen, Wei Shuai +4
Noisy Labels are Treasure: Mean-Teacher-Assisted Confident Learning for Hepatic Vessel Segmentation
Zhe Xu, Donghuan Lu, Yixin Wang +5
Open heavy flavor and J/psi at RHIC and LHC
Jan Uphoff, Oliver Fochler, Zhe Xu +1
State-Constrained Zero-Sum Differential Games with One-Sided Information
Mukesh Ghimire, Lei Zhang, Zhe Xu +1
Unlocking the Potential of Weakly Labeled Data: A Co-Evolutionary Learning Framework for Abnormality Detection and Report Generation
Jinghan Sun, Dong Wei, Zhe Xu +7
Redefining Machine Translation on Social Network Services with Large Language Models
Hongcheng Guo, Fei Zhao, Shaosheng Cao +8
Persistent nonequilibrium effects in generalized Langevin dynamics of nonrelativistic and relativistic particles
Weiguo Chen, Carsten Greiner, Zhe Xu
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation
Zhe Xu, Yixin Wang, Donghuan Lu +6
Do Public Datasets Assure Unbiased Comparisons for Registration Evaluation?
Jie Luo, Guangshen Ma, Sarah Frisken +8
Expediting Reinforcement Learning by Incorporating Knowledge About Temporal Causality in the Environment
Jan Corazza, Hadi Partovi Aria, Daniel Neider +1
A Survey of Changes in Magnetic Helicity Flux on the Photosphere During Relatively Low Class Flares
Yi Bi, Ying D Liu, Yanxiao Liu +3
Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks
Zhe Xu, Jiangpeng Yan, Jie Luo +3
Electric conductivity of the quark-gluon plasma investigated using a perturbative QCD based parton cascade
Moritz Greif, Ioannis Bouras, Zhe Xu +1
Information-Guided Temporal Logic Inference with Prior Knowledge
Zhe Xu, Melkior Ornik, A. Agung Julius +1
Viscous effects on the dynamical evolution of QCD matter during the first-order confinement phase transition in heavy-ion collisions
Bohao Feng, Carsten Greiner, Shuzhe Shi +1
QCD Matter Thermalization at RHIC and LHC
Zhe Xu, Luan Cheng, Andrej El +2
Recurrent Jetlets Associated with the Disappearance of a Satellite Spot
Liheng Yang, Xiaoli Yan, Jun Zhang +10
Class-Imbalanced Graph Learning without Class Rebalancing
Zhining Liu, Ruizhong Qiu, Zhichen Zeng +7
Non-Parametric Neuro-Adaptive Formation Control
Christos K. Verginis, Zhe Xu, Ufuk Topcu
Transport rates and momentum isotropization of gluon matter in ultrarelativistic heavy-ion collisions
Zhe Xu, Carsten Greiner
Magneto-acoustic oscillations observed in a solar plage region
Haisheng Ji, Parida Hashim, Zhenxiang Hong +4
Properties of Chromospheric Fibrils Around a Quiescent Filament
Qifan Dong, Xiaoli Yan, Zhike Xue +7
Momentum imbalance of D mesons in ultra-relativistic heavy-ion collisions at LHC
Jan Uphoff, Florian Senzel, Zhe Xu +1
Elliptic flow and energy loss of heavy quarks in ultra-relativistic heavy ion collisions
Jan Uphoff, Oliver Fochler, Zhe Xu +1
Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning
Ren Wang, Zhe Xu, Alfred Hero
Thermalization of gluons in ultrarelativistic heavy ion collisions by including three-body interactions in a parton cascade
Zhe Xu, Carsten Greiner
Deep Learning-Based Least Square Forward-Backward Stochastic Differential Equation Solver for High-Dimensional Derivative Pricing
Jian Liang, Zhe Xu, Peter Li
A Robust Background Initialization Algorithm with Superpixel Motion Detection
Zhe Xu, Biao Min, Ray C. C. Cheung
The different energy loss mechanisms of inclusive and b-tagged reconstructed jets within ultra-relativistic heavy-ion collisions
Florian Senzel, Jan Uphoff, Zhe Xu +1
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation
Wentao Pan, Jiangpeng Yan, Hanbo Chen +4
Radiative parton processes in perturbative QCD - an improved version of the Gunion and Bertsch cross section from comparisons to the exact result
Oliver Fochler, Jan Uphoff, Zhe Xu +1
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey
Jiayi Kuang, Jingyou Xie, Haohao Luo +6
Do You Guys Want to Dance: Zero-Shot Compositional Human Dance Generation with Multiple Persons
Zhe Xu, Kun Wei, Xu Yang +1