Publications (41)
VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis
Yumeng Li, William Beluch, Margret Keuper +2
Autonomous Imagination: Closed-Loop Decomposition of Visual-to-Textual Conversion in Visual Reasoning for Multimodal Large Language Models
Jingming Liu, Yumeng Li, Boyuan Xiao +5
Transportation inequalities for stochastic wave equation
Yumeng Li, Xinyu Wang
Label-free Neural Semantic Image Synthesis
Jiayi Wang, Kevin Alexander Laube, Yumeng Li +4
Reliable machine learning potentials based on artificial neural network for graphene
Akash Singh, Yumeng Li
EchoAvatar: Real-time Generative Avatar Animation from Audio Streams
Bohong Chen, Yumeng Li, Yinglin Xu +3
Trion ordering in the attractive three-color Hubbard model on a $Ï$-flux square lattice
Xiang Li, Yumeng Li, Quan Fu +1
Recommender Transformers with Behavior Pathways
Zhiyu Yao, Xinyang Chen, Sinan Wang +4
Large deviations for stochastic differential delay equations with Lévy noises
Yumeng Li, Ran Wang, Nian Yao +1
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive
Yumeng Li, Margret Keuper, Dan Zhang +1
Nanopillar-Driven Antibacterial Surfaces: Elucidating Bactericidal Mechanisms and Engineering Nanostructures for Enhanced Efficacy
Akash Singh, Yi Zhang, Qing Cao +1
Physics-informed Machine Learning for Battery Pack Thermal Management
Zheng Liu, Yuan Jiang, Yumeng Li +1
Dive into the Scene: Breaking the Perceptual Bottleneck in Vision-Language Decision Making via Focus Plan Generation
Boyuan Xiao, Bohong Chen, Yumeng Li +3
Learning User Representations with Hypercuboids for Recommender Systems
Shuai Zhang, Huoyu Liu, Aston Zhang +6
Domain-Aware Fine-Tuning of Foundation Models
Ugur Ali Kaplan, Margret Keuper, Anna Khoreva +2
Harnessing the Power of Reinforcement Learning for Language-Model-Based Information Retriever via Query-Document Co-Augmentation
Jingming Liu, Yumeng Li, Wei Shi +3
RGBAvatar: Reduced Gaussian Blendshapes for Online Modeling of Head Avatars
Linzhou Li, Yumeng Li, Yanlin Weng +2
Slow Perception: Let's Perceive Geometric Figures Step-by-step
Haoran Wei, Youyang Yin, Yumeng Li +6
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation
Dan Zhang, Kaspar Sakmann, William Beluch +2
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization
Yumeng Li, Dan Zhang, Margret Keuper +1
dots.ocr: Multilingual Document Layout Parsing in a Single Vision-Language Model
Yumeng Li, Guang Yang, Hao Liu +2
MosaicMem: Hybrid Spatial Memory for Controllable Video World Models
Wei Yu, Runjia Qian, Yumeng Li +8
A General Method For Automatic Discovery of Powerful Interactions In Click-Through Rate Prediction
Ze Meng, Jinnian Zhang, Yumeng Li +3
CanniUplift: A Holistic Framework for Mitigating Seller and Incentive Cannibalization in E-commerce Uplift Modeling
Zuwang He, Shihao Shu, Yuli Qu +8
Intra-Source Style Augmentation for Improved Domain Generalization
Yumeng Li, Dan Zhang, Margret Keuper +1
Motion-example-controlled Co-speech Gesture Generation Leveraging Large Language Models
Bohong Chen, Yumeng Li, Youyi Zheng +2
Spin State versus Potential of Zero Charge as Predictors of Density-Dependent Oxygen Reduction in M-N-C Electrocatalysts
Di Zhang, Zixun Yu, Fangzhou Liu +6
Multimodal OCR: Parse Anything from Documents
Handong Zheng, Yumeng Li, Kaile Zhang +22
Divide & Bind Your Attention for Improved Generative Semantic Nursing
Yumeng Li, Margret Keuper, Dan Zhang +1
Dual Mutual Learning Network with Global-local Awareness for RGB-D Salient Object Detection
Kang Yi, Haoran Tang, Yumeng Li +2
MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation
Linhao Luo, Yumeng Li, Buyu Gao +7
Moderate deviations for a fractional stochastic heat equation with spatially correlated noise
Yumeng Li, Ran Wang, Nian Yao +1
QPoser: Quantized Explicit Pose Prior Modeling for Controllable Pose Generation
Yumeng Li, Yaoxiang Ding, Zhong Ren +1
Category-Agnostic 6D Pose Estimation with Conditional Neural Processes
Yumeng Li, Ning Gao, Hanna Ziesche +1
PVChat: Personalized Video Chat with One-Shot Learning
Yufei Shi, Weilong Yan, Gang Xu +6
CoGrader: Transforming Instructors' Assessment of Project Reports through Collaborative LLM Integration
Zixin Chen, Jiachen Wang, Yumeng Li +4
Mercury-related health benefits from retrofitting coal-fired power plants in China
Jiashuo Li, Sili Zhou, Wendong Wei +11
Enabling Synergistic Full-Body Control in Prompt-Based Co-Speech Motion Generation
Bohong Chen, Yumeng Li, Yao-Xiang Ding +2
PLACID: Identity-Preserving Multi-Object Compositing via Video Diffusion with Synthetic Trajectories
Gemma Canet Tarrés, Manel Baradad, Francesc Moreno-Noguer +1
$3$-$Lie_\infty$-algebras and $3$-Lie 2-algebras
Yanqiu Zhou, Yumeng Li, Yunhe Sheng
Realization of a Wigner-Mott insulator in 6R-TaS$_2$ superconductor
Hongqin Xiao, Geng Li, Yuxuan He +8