Publications (356)
Nano-EmoX: Unifying Multimodal Emotional Intelligence from Perception to Empathy
Jiahao Huang, Fengyan Lin, Xuechao Yang +4
METER: Multi-modal Evidence-based Thinking and Explainable Reasoning -- Algorithm and Benchmark
Xu Yang, Qi Zhang, Shuming Jiang +4
XPERT: Expert Knowledge Transfer for Effective Training of Language Models
Chang Liu, Boyu Shi, Xu Yang +1
LayerCake: Token-Aware Contrastive Decoding within Large Language Model Layers
Jingze Zhu, Yongliang Wu, Wenbo Zhu +7
Nontrivial Solutions of Dirac-Laplace Equation on Compact Spin Manifolds
Xu Yang, Lei Xian
Do You Guys Want to Dance: Zero-Shot Compositional Human Dance Generation with Multiple Persons
Zhe Xu, Kun Wei, Xu Yang +1
Recover to Predict: Progressive Retrospective Learning for Variable-Length Trajectory Prediction
Hao Zhou, Lu Qi, Jason Li +5
VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs
Seyed Shayan Daneshvar, Yu Nong, Xu Yang +2
Transforming Visual Scene Graphs to Image Captions
Xu Yang, Jiawei Peng, Zihua Wang +7
SparseCtrl-HOI: Sparse Temporal Control for Human-Object Interaction Video Generation
Shenbo Xie, Mingrui Cai, Xu Yang +2
When Parallelism Pays Off: Cohesion-Aware Task Partitioning for Multi-Agent Coding
Xu Yang, Lunyiu Nie, Ethan Chandra +3
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification
Yongliang Wu, Yizhou Zhou, Zhou Ziheng +7
Integrating Sequential Hypothesis Testing into Adversarial Games: A Sun Zi-Inspired Framework
Haosheng Zhou, Daniel Ralston, Xu Yang +1
Flexible Operation of Electricity-HCNG Networks with Variable Hydrogen Fraction: A Distributionally Robust Joint Chance-Constrained Approach
Sicheng Liu, Bo Yang, Xu Yang +3
On Coupled Dirac Systems under Boundary Condition
Xu Yang, Xin Li
One Request, Multiple Experts: LLM Orchestrates Domain Specific Models via Adaptive Task Routing
Xu Yang, Chenhui Lin, Haotian Liu +3
An efficient material search for room temperature topological magnons
Mohammed J. Karaki, Xu Yang, Archibald J. Williams +4
ELM control with RMP: plasma response models and the role of edge peeling response
Yueqiang Liu, C. J. Ham, A. Kirk +7
More Than Where You Are: Learning Semantics, Structure, and Geometry from Cross-View Localization
Mao Chen, Xiangkai Zhang, Zhiyong Liu +2
The paper introduces CROSS, a cross-view localization framework that uses 3D-grounded alignment, structure-aware matching, and hypothesis ranking to learn stable semantics, reliabl…
Rotation Control Unlearning: Quantifying and Controlling Continuous Unlearning for LLM with The Cognitive Rotation Space
Xiang Zhang, Kun Wei, Xu Yang +3
Seismic Tomography with Random Batch Gradient Reconstruction
Yixiao Hu, Lihui Chai, Zhongyi Huang +1
Error estimates of physics-informed neural networks for approximating Boltzmann equation
Elie Abdo, Lihui Chai, Ruimeng Hu +1
Rethinking Residual Connection in Training Large-Scale Spiking Neural Networks
Yudong Li, Yunlin Lei, Xu Yang
An Actor-Critic Framework for Continuous-Time Jump-Diffusion Controls with Normalizing Flows
Liya Guo, Ruimeng Hu, Xu Yang +1
Low-Cost Labels, Reliable Choices: Rollout-Calibrated Hyper-Heuristics for Job Shop Scheduling
Junhao Wei, Yanxiao Li, Yifu Zhao +8
Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging
Ziju Shen, Yufei Wang, Dufan Wu +2
Fly360: Omnidirectional Obstacle Avoidance within Drone View
Xiangkai Zhang, Dizhe Zhang, WenZhuo Cao +5
L-CLIPScore: a Lightweight Embedding-based Captioning Metric for Evaluating and Training
Li Li, Yingzhe Peng, Xu Yang +4
Bridging Scales: Asymptotic Analysis and AI-Assisted Formalization
Xu Yang
Accelerated Kaczmarz methods via randomized sketch techniques for solving consistent linear systems
Haochen Jiang, Dongdong Liu, Xianping Wu +1
Agent^2 RL-Bench: Can LLM Agents Engineer Agentic RL Post-Training?
Wanyi Chen, Xiao Yang, Xu Yang +7
On the Color Discrepancy of Spanning Trees in Random and Randomly Perturbed Graphs
Wenchong Chen, Xiao-Chuan Liu, Xu Yang
Solar Chromospheric Network as a Source for Solar Wind Switchbacks
Jeongwoo Lee, Vasyl Yurchyshyn, Haimin Wang +3
Manipulating the Label Space for In-Context Classification
Haokun Chen, Xu Yang, Yuhang Huang +3
Maximum likelihood type estimation for discretely observed CIR model with small $α$-stable noises
Xu Yang
ManimAgent: Self-Evolving Multimodal Agents for Visual Education
Wenjia Jiang, Zongyuan Cai, Yuanhang Shao +7
GeoSSA: Geometric Sparrow Search Algorithm for UAV Path Planning and Engineering Design Optimization
Junhao Wei, Wenxuan Zhu, Qingyang Xu +11
Rethinking LLM Ensembling from the Perspective of Mixture Models
Jiale Fu, Yuchu Jiang, Peijun Wu +3
Rethinking Evaluation Metrics of Open-Vocabulary Segmentaion
Hao Zhou, Tiancheng Shen, Xu Yang +4
Thermodynamics and phase transitions of nonlinearly scalarized black holes in Einstein-scalar-Gauss-Bonnet theory
De-Cheng Zou, Xu Yang, Meng-Yun Lai +2
Federated Large Language Models: Feasibility, Robustness, Security and Future Directions
Wenhao Jiang, Yuchuan Luo, Guilin Deng +6
Agent for User: Testing Multi-User Interactive Features in TikTok
Sidong Feng, Changhao Du, Huaxiao Liu +5
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL
Yingzhe Peng, Gongrui Zhang, Miaosen Zhang +7
Nonlinear thermoelectric effects as a means to probe quantum geometry
Xu Yang, Brian Skinner
Extinction behaviour for mutually enhancing continuous-state population dynamics
Jie Xiong, Xu Yang, Xiaowen Zhou
FiCoTS: Fine-to-Coarse LLM-Enhanced Hierarchical Cross-Modality Interaction for Time Series Forecasting
Yafei Lyu, Hao Zhou, Lu Zhang +2
On $p$-Dirac Equation on Compact Spin Manifolds
Lei Xian, Xu Yang
SoccerNet 2025 Challenges Results
Silvio Giancola, Anthony Cioppa, Marc Gutiérrez-Pérez +115
Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion
Caixia Dong, Duwei Dai, Xinyi Han +4
Large Language Model as An Operator: An Experience-Driven Solution for Distribution Network Voltage Control
Xu Yang, Chenhui Lin, Licheng Sha +5
Antarctic Infrared Binocular Telescope: Early Data Release of observations in the 1.4 μm water-vapor-absorption band
Pu Lin, Haonan Yang, Bin Ma +12
Large Language Model Powered Automated Modeling and Optimization of Active Distribution Network Dispatch Problems
Xu Yang, Chenhui Lin, Yue Yang +4
SecGraph: Towards SGX-based Efficient and Confidentiality-Preserving Graph Search
Qiuhao Wang, Xu Yang, Saiyu Qi +1
Linear Lower Bounds for the Modular Chromatic Index
Xiao-Chuan Liu, Boyan Xu, Xu Yang
GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent Systems
Yiqin Yang, Xu Yang, Yuhua Jiang +8
R&D-Agent: An LLM-Agent Framework Towards Autonomous Data Science
Xu Yang, Xiao Yang, Shikai Fang +13
A geometric approach to predicting plasticity in disordered solids
Long-Zhou Huang, Xu Yang, Min-Qiang Jiang +2
Automation of the AST3 optical sky survey from Dome~A, Antarctica
Bin Ma, Yi Hu, Zhaohui Shang +6
A Bridge from Audio to Video: Phoneme-Viseme Alignment Allows Every Face to Speak Multiple Languages
Zibo Su, Kun Wei, Jiahua Li +2
A Hierarchical Control Framework for Drift Maneuvering of Autonomous Vehicles
Bo Yang, Yiwen Lu, Xu Yang +1
Temporal Evidence Routing with Structured Visual Evidence for TimeLogicQA
Yuyang Sun, Yongliang Wu, Xingyu Zhu +8
LIVE: Learnable In-Context Vector for Visual Question Answering
Yingzhe Peng, Chenduo Hao, Xu Yang +3
Reinforcement learning Based Automated Design of Differential Evolution Algorithm for Black-box Optimization
Xu Yang, Rui Wang, Kaiwen Li +1
SoccerNet 2026 Challenges Results
Anthony Cioppa, Silvio Giancola, Håkan Ardö +102
Effective Online Exam Proctoring by Combining Lightweight Face Detection and Deep Recognition
Xu Yang, Juantao Zhong, Daoyuan Wu +4
Capacity Results for Multiple-Input Multiple-Output Optical Wireless Communication With Per-Antenna Intensity Constraints
Ru-Han Chen, Longguang Li, Jia-Ning Guo +3
Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning
Xiangxi Shi, Xu Yang, Jiuxiang Gu +2
Existence of nonlinearly scalarized black holes in Einstein-scalar-Gauss-Bonnet theory with polynomial couplings
De-Cheng Zou, Xu Yang, Meng-Yun Lai +5
Electromagnetically induced transparency in inhomogeneously broadened divacancy defect ensembles in SiC
Olger V. Zwier, Tom Bosma, Carmem M. Gilardoni +5
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features
Xu Yang, Hanwang Zhang, Jianfei Cai
A Note on Weak Saturation Number of Trees
Wenchong Chen, Xiao-Chuan Liu, Xu Yang
On the extinction-extinguishing dichotomy for a stochastic Lotka-Volterra type population dynamical system
Yan-Xia Ren, Jie Xiong, Xu Yang +1
The classification of local m-GCI-group on finite nonabelian simple groups
Xiao-Min Zhu, Xu Yang
Divergent bulk photovoltaic effect in Weyl semimetals
Xu Yang, Kenneth Burch, Ying Ran
TBC-Net: A real-time detector for infrared small target detection using semantic constraint
Mingxin Zhao, Li Cheng, Xu Yang +3
Can AI detect pain and express pain empathy? A review from emotion recognition and a human-centered AI perspective
Siqi Cao, Di Fu, Xu Yang +3
$Ï$MPC: A Parallel-in-horizon and Construction-free NMPC Solver
Liang Wu, Bo Yang, Junheng Li +5
C$^3$P-VoxelMap: Compact, Cumulative and Coalescible Probabilistic Voxel Mapping
Xu Yang, Wenhao Li, Qijie Ge +5
Revealing Perception and Generation Dynamics in LVLMs: Mitigating Hallucinations via Validated Dominance Correction
Guangtao Lyu, Xinyi Cheng, Chenghao Xu +7
Adaptively Clustering Neighbor Elements for Image-Text Generation
Zihua Wang, Xu Yang, Hanwang Zhang +4
Redefining <Creative> in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation
Fu Feng, Yucheng Xie, Xu Yang +2
Towards Data-Centric Automatic R&D
Haotian Chen, Xinjie Shen, Zeqi Ye +6
CATMark: A Context-Aware Thresholding Framework for Robust Cross-Task Watermarking in Large Language Models
Yu Zhang, Shuliang Liu, Xu Yang +1
SimClone: Detecting Tabular Data Clones using Value Similarity
Xu Yang, Gopi Krishnan Rajbahadur, Dayi Lin +3
Past- and Future-Informed KV Cache Policy with Salience Estimation in Autoregressive Video Diffusion
Hanmo Chen, Chenghao Xu, Xu Yang +2
MSLoRA: Multi-Scale Low-Rank Adaptation via Attention Reweighting
Xu Yang, Gady Agam
Post-selection free, integrated optical source of non-degenerate, polarization entangled photon pairs
Harald Herrmann, Xu Yang, Abu Thomas +3
DTA: Dual Temporal-channel-wise Attention for Spiking Neural Networks
Minje Kim, Minjun Kim, Xu Yang
Spatial Attention and Syntax Rule Enhanced Tree Decoder for Offine Handwritten Mathematical Expression Recognition
Zihao Lin, Jinrong Li, Fan Yang +4
Large Language Model Assisted Automated Algorithm Generation and Evolution via Meta-black-box optimization
Xu Yang, Rui Wang, Kaiwen Li +2
A Graph-Enhanced DeepONet Approach for Real-Time Estimating Hydrogen-Enriched Natural Gas Flow under Variable Operations
Sicheng Liu, Hongchang Huang, Bo Yang +3
Seismic modeling using the frozen Gaussian approximation
Xu Yang, Jianfeng Lu, Sergey Fomel
On Graph Odd Edge-Colorings and Odd Edge-Coverings
Xiao-Chuan Liu, Mirko Petruševski, Xu Yang
How to Configure Good In-Context Sequence for Visual Question Answering
Li Li, Jiawei Peng, Huiyi Chen +2
Adaptive Dense Evidence Refinement for Video Relational Reasoning for VRR-QA Challenge
Yuyang Sun, Yongliang Wu, Xingyu Zhu +8
KIO-planner: Attention-Guided Single-Stage Motion Planning with Dual Mapping for UAV Navigation
Dexing Yao, Haochen Li, Junhao Wei +11
Multistable polar textures in geometrically frustrated nematic liquid crystals
Ufuoma I. Kara, Boyuan Chen, Simon Äopar +10
CoMaPOI: A Collaborative Multi-Agent Framework for Next POI Prediction Bridging the Gap Between Trajectory and Language
Lin Zhong, Lingzhi Wang, Xu Yang +1
Convergence of frozen Gaussian approximation for high frequency wave propagation
Jianfeng Lu, Xu Yang
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Yongliang Wu, Zonghui Li, Xinting Hu +7