Publications (279)
Latent Theory of Mind: A Decentralized Diffusion Architecture for Cooperative Manipulation
Chengyang He, Gadiel Sznaier Camps, Xu Liu +2
An End-to-End Network for Panoptic Segmentation
Huanyu Liu, Chao Peng, Changqian Yu +4
Prompt-Guided Dual Latent Steering for Inversion Problems
Yichen Wu, Xu Liu, Chenxuan Zhao +1
A Class of Multi-Objective Control Problems for Quasi-linear Parabolic Equations
Yanming Dong, Xu Liu, Xu Zhang
Evidence of Topological Surface State in Three-Dimensional Dirac Semimetal Cd3As2
Hemian Yi, Zhijun Wang, Chaoyu Chen +23
Orbital-Selective Spin Texture and its Manipulation in a Topological Insulator
Zhuojin Xie, Shaolong He, Chaoyu Chen +20
3D Active Metric-Semantic SLAM
Yuezhan Tao, Xu Liu, Igor Spasojevic +2
Do We Really Need Graph Neural Networks for Traffic Forecasting?
Xu Liu, Yuxuan Liang, Chao Huang +4
RIS-based IMT-2030 Testbed for MmWave Multi-stream Ultra-massive MIMO Communications
Shuhao Zeng, Boya Di, Hongliang Zhang +13
Orbital Origin of Extremely Anisotropic Superconducting Gap in Nematic Phase of FeSe Superconductor
Defa Liu, Cong Li, Jianwei Huang +31
ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models
Yongheng Zhang, Xu Liu, Ruihan Tao +4
Feature Super-Resolution Based Facial Expression Recognition for Multi-scale Low-Resolution Faces
Wei Jing, Feng Tian, Jizhong Zhang +3
PolSF: PolSAR image dataset on San Francisco
Xu Liu, Licheng Jiao, Fang Liu
Shape-morphing programming of soft materials on complex geometries via neural operator
Lu Chen, Gengxiang Chen, Xu Liu +4
ASCNet: Self-supervised Video Representation Learning with Appearance-Speed Consistency
Deng Huang, Wenhao Wu, Weiwen Hu +6
EXHOLD: Experience-Aware Real-Time Hold Control for Large-Scale Ride-Hailing Matching at DiDi
Xu Liu, Kai Wan, Zihao Lu
AIM 2025 Rip Current Segmentation (RipSeg) Challenge Report
Andrei Dumitriu, Florin Miron, Florin Tatui +24
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs
Yu Xia, Rui Wang, Xu Liu +5
Quantum Induced Coherence Light Detection and Ranging
Gewei Qian, Xingqi Xu, Shun-An Zhu +6
Multi-bit quantum digital signature based on quantum temporal ghost imaging
Xin Yao, Xu Liu, Rong Xue +6
Bragg-Williams order competes with superconductivity
Xu Liu, Xu Chen, Chuizhen Chen +14
Large-Aperture All-Solid-State Cascaded Liquid-Crystal Beam Steering for High-Resolution Wide-Field Imaging
Chenxi Liu, Yongxiang Qu, Xiaoxin Wang +10
The paper presents an all‑solid‑state cascaded liquid‑crystal beam‑steering system that electrically redirects sub‑fields of view to extend a high‑resolution narrow‑FOV camera into…
Learning Geometric Invariance for Gait Recognition
Zengbin Wang, Junjie Li, Saihui Hou +6
The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems
Sixu Hu, Yuan Li, Xu Liu +3
A weighted identity for stochastic partial differential operators and its applications
Xiaoyu Fu, Xu Liu
Evaluating Large Language Models for Radiology Natural Language Processing
Zhengliang Liu, Tianyang Zhong, Yiwei Li +43
Dichromatic breather molecules in a mode-locked fiber laser
Yudong Cui1, Yusheng Zhang, Lin Huang +7
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain
Xu Liu, Mengyue Zhou, Gaosheng Shi +6
Multiplane Prior Guided Few-Shot Aerial Scene Rendering
Zihan Gao, Licheng Jiao, Lingling Li +4
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
Qingxiang Liu, Xu Liu, Chenghao Liu +2
Energy coupling in intense laser solid interactions: material properties of gold
Xu Liu, Dong Wu, Jie Zhang
Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology Search
Chao Wang, Licheng Jiao, Jiaxuan Zhao +4
Directed-Weighting Group Lasso for Eltwise Blocked CNN Pruning
Ke Zhan, Shimiao Jiang, Yu Bai +3
Unsupervised Gait Recognition with Selective Fusion
Xuqian Ren, Shaopeng Yang, Saihui Hou +3
The Theory of Stochastic Pseudo-differential Operators and Its Applications, I
Xu Liu, Xu Zhang
ProfiLLM: Utility-Aligned Agentic User Profiling for Industrial Ride-Hailing Dispatch
Tengfei Lyu, Zirui Yuan, Xu Liu +4
Moirai 2.0: When Less Is More for Time Series Forecasting
Chenghao Liu, Taha Aksu, Juncheng Liu +7
Allocating Limited Resources to Protect a Massive Number of Targets using a Game Theoretic Model
Xu Liu, Xiaoqiang Di, Jinqing Li +4
Change-plane analysis in functional response quantile regression
Xin Guan, Yiyuan Li, Xu Liu +1
Electronic Origin of High Temperature Superconductivity in Single-Layer FeSe Superconductor
Defa Liu, Wenhao Zhang, Daixiang Mou +21
4th Workshop on Maritime Computer Vision (MaCVi): Challenge Overview
Benjamin Kiefer, Jan Lukas Augustin, Jon MuhoviÄ +52
Prompt-Based Spatio-Temporal Graph Transfer Learning
Junfeng Hu, Xu Liu, Zhencheng Fan +4
Finite Codimensionality Method in Infinite-dimensional Optimization Problems
Xu Liu, Qi Lü, Haisen Zhang +1
Strong Anisotropy of Dirac Cone in SrMnBi2 and CaMnBi2 Revealed by Angle-Resolved Photoemission Spectroscopy
Ya Feng, Zhijun Wang, Chaoyu Chen +18
Electronic Evidence of an Insulator-Superconductor Transition in Single-Layer FeSe/SrTiO3 Films
Junfeng He, Xu Liu, Wenhao Zhang +21
LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS
Xinyu Liu, Jing Zhang, Kexin Zhang +2
Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual Manifolds
Yanbiao Ma, Licheng Jiao, Fang Liu +5
LLMs for Relational Reasoning: How Far are We?
Zhiming Li, Yushi Cao, Xiufeng Xu +5
TorchBench: Benchmarking PyTorch with High API Surface Coverage
Yueming Hao, Xu Zhao, Bin Bao +4
Event-based Monocular Dense Depth Estimation with Recurrent Transformers
Xu Liu, Jianing Li, Xiaopeng Fan +1
Three-dimensional visible-light invisibility cloak
Bin Zheng, Rongrong Zhu, Liqiao Jing +8
Quantum Squeezing Enhanced Photothermal Microscopy
Pengcheng Fu, Xiao Liu, Siming Wang +10
Let's Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts
Xu Liu, Yongheng Zhang, Qiguang Chen +3
Place Recognition in Forests with Urquhart Tessellations
Guilherme V. Nardari, Avraham Cohen, Steven W. Chen +4
ScalAna: Automating Scaling Loss Detection with Graph Analysis
Yuyang Jin, Haojie Wang, Teng Yu +4
Offline-to-Online Reinforcement Learning with Classifier-Free Diffusion Generation
Xiao Huang, Xu Liu, Enze Zhang +2
Facial Attractiveness Prediction in Live Streaming: A New Benchmark and Multi-modal Method
Hui Li, Xiaoyu Ren, Hongjiu Yu +7
Spatio-Temporal Metric-Semantic Mapping for Persistent Orchard Monitoring: Method and Dataset
Jiuzhou Lei, Ankit Prabhu, Xu Liu +5
A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading
Yuan Li, Bingqiao Luo, Qian Wang +3
Deep Hashing with Category Mask for Fast Video Retrieval
Xu Liu, Lili Zhao, Dajun Ding +1
FVOS for MOSE Track of 4th PVUW Challenge: 3rd Place Solution
Mengjiao Wang, Junpei Zhang, Xu Liu +2
Data Augmentation For Medical MR Image Using Generative Adversarial Networks
Panjian Huang, Xu Liu, Yongzhen Huang
AIM 2024 Sparse Neural Rendering Challenge: Methods and Results
Michal Nazarczuk, Sibi Catley-Chandar, Thomas Tanay +27
Weighted Simultaneous Algebra Reconstruction Technique (wSART) for Additive Light Field Synthesis
Chen Gao, Linqi Dong, Liang Xu +2
Learning Neural Operators on Riemannian Manifolds
Gengxiang Chen, Xu Liu, Qinglu Meng +3
Chiral Flow in One-dimensional Floquet Topological Insulators
Xu Liu, Fenner Harper, Rahul Roy
Unsupervised Submodular Rank Aggregation on Score-based Permutations
Jun Qi, Xu Liu, Javier Tejedor +1
Field Demonstration of a Multi-User Continuous-Variable Quantum Access Network for Quantum-to-the-Home
Junpeng Zhang, Xu Liu, Qijun Zhang +12
Exploring Imitation Learning for Autonomous Driving with Feedback Synthesizer and Differentiable Rasterization
Jinyun Zhou, Rui Wang, Xu Liu +5
Demystifying Diffusion Policies: Action Memorization and Simple Lookup Table Alternatives
Chengyang He, Xu Liu, Gadiel Sznaier Camps +2
Influence of Organic Spacer Cation on Dark Excitons in 2D Perovskites
Christopher G. Bailey, Lara V. Gillan, Minwoo Lee +5
Classification of unitary operators by local generatability
Xu Liu, Adrian B. Culver, Fenner Harper +1
Robust subgroup-classifier learning and testing in change-plane regressions
Xu Liu, Jian Huang, Yong Zhou +1
Pinpointing Performance Inefficiencies in Java
Pengfei Su, Qingsen Wang, Milind Chabbi +1
A novel meta-learning initialization method for physics-informed neural networks
Xu Liu, Xiaoya Zhang, Wei Peng +2
Monocular Camera Based Fruit Counting and Mapping with Semantic Data Association
Xu Liu, Steven W. Chen, Chenhao Liu +5
QAGait: Revisit Gait Recognition from a Quality Perspective
Zengbin Wang, Saihui Hou, Man Zhang +5
Direct Evidence of Interaction-Induced Dirac Cones in Monolayer Silicene/Ag(111) System
Ya Feng, Defa Liu, Baojie Feng +21
CACA Agent: Capability Collaboration based AI Agent
Peng Xu, Haoran Wang, Chuang Wang +1
Delving into Semantic Scale Imbalance
Yanbiao Ma, Licheng Jiao, Fang Liu +3
DJXPerf: Identifying Memory Inefficiencies via Object-centric Profiling for Java
Bolun Li, Pengfei Su, Milind Chabbi +2
JailWAM: Jailbreaking World Action Models in Robot Control
Hanqing Liu, Songping Wang, Jiahuan Long +9
A General Framework for Multimodal LLM-Based Multimedia Understanding in Large-Scale Recommendation Systems
Yiming Zhu, Xu Liu, Ziyun Xu +9
AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm
Keren Shi, Xu Liu, Xue Yuan +6
Transformers Meet Visual Learning Understanding: A Comprehensive Review
Yuting Yang, Licheng Jiao, Xu Liu +4
UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting
Xu Liu, Junfeng Hu, Yuan Li +4
ST-LoRA: Low-rank Adaptation for Spatio-Temporal Forecasting
Weilin Ruan, Wei Chen, Xilin Dang +4
Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning
Junfeng Hu, Xu Liu, Zhencheng Fan +2
Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
Xu Liu, Juncheng Liu, Gerald Woo +7
Wide-field 3D nanoscopy on chip through large and tunable spatial-frequency-shift effect
Xiaowei Liu, Chao Meng, Xuechu Xu +7
Empowering Time Series Analysis with Synthetic Data: A Survey and Outlook in the Era of Foundation Models
Xu Liu, Taha Aksu, Juncheng Liu +7
Diagnosis of Fast Electron Transport by Coherent Transition Radiation
Yangchun Liu, Xiaochuan Ning, Dong Wu +8
Deep Learning-based Occluded Person Re-identification: A Survey
Yunjie Peng, Saihui Hou, Chunshui Cao +3
Multi-energy X-ray linear-array detector enabled by the side-illuminated metal halide scintillator
Peng Ran, Qingrui Yao, Juan Hui +5
One Model for All Quantization: A Quantized Network Supporting Hot-Swap Bit-Width Adjustment
Qigong Sun, Xiufang Li, Yan Ren +4
Finite Codimensional Controllability, and Optimal Control Problems with Endpoint State Constraints
Xu Liu, Qi Lü, Xu Zhang
CLIPC8: Face liveness detection algorithm based on image-text pairs and contrastive learning
Xu Liu, Shu Zhou, Yurong Song +2
Mechanical non-reciprocity programmed by shear jamming in soft composite solids
Chang Xu, Shuaihu Wang, Hong Wang +5
RoboCOIN: An Open-Sourced Bimanual Robotic Data Collection for Integrated Manipulation
Shihan Wu, Xuecheng Liu, Shaoxuan Xie +81
Fast generation of arbitrary optical focus array
Xin Liu, Yiwen Hu, Shijie Tu +3