Ying Wu
- Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
2022/09/29 by Pan Lu, Liang Qiu, Lu, Pan +13 · 54 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
2023/04/19 by Pan Lu, Baolin Peng, Lu, Pan +15 · 1 voice · 42 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.LG
- Neural-Symbolic Recursive Machine for Systematic Generalization
2022/10/04 by Qing Li, Yixin Zhu, Li, Qing +11 · 1 voice · 3 citations
Computer Science · #Topic Modeling #Neural Networks and Applications #Natural Language Processing Techniques
- Cross-view Action Modeling, Learning and Recognition
2014/05/12 by Jiang Wang, Xiaohan Nie, wang, Jiang +7 · 14 citations
Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
- A Theory of Generative ConvNet
2016/02/10 by Jianwen Xie, Xie, Jianwen, Yang Lu +5 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fractal and DNA sequence analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LLM3:Large Language Model-based Task and Motion Planning with Motion Failure Reasoning
2024/03/18 by Shu Wang, Wang, Shu, Muzhi Han +11 · 20 citations
Computer Science · #Natural Language Processing Techniques #Multimodal Machine Learning Applications #Speech and dialogue systems
- Learning Fine-grained Image Similarity with Deep Ranking
2014/04/17 by Jiang Wang, Yang Song, Wang, Jiang +13 · 7 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
2024/05/29 by Yasi Zhang, Peiyu Yu, Zhang, Yasi +11 · 13 citations
Computer Science · #Robotic Path Planning Algorithms #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- A Tale of Three Probabilistic Families: Discriminative, Descriptive and Generative Models
2018/10/09 by Ying Nian Wu, Ying Wu, Ruiqi Gao +7 · 1 voice
Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks #Image and Signal Denoising Methods
- Visual Agents as Fast and Slow Thinkers
2024/08/16 by Guangyan Sun, Mingyu Jin, Sun, Guangyan +16 · 14 citations
Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Uncertainty-aware Score Distribution Learning for Action Quality Assessment
2020/06/13 by Yansong Tang, Tang, Yansong, Zanlin Ni +11 · 5 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
- InterPreT: Interactive Predicate Learning from Language Feedback for Generalizable Task Planning
2024/05/30 by Muzhi Han, Yifeng Zhu, Han, Muzhi +7 · 10 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Robotics (cs.RO) #Speech and dialogue systems #Topic Modeling
- Learning Latent Space Energy-Based Prior Model
2020/06/15 by Bo Pang, Pang, Bo, Tian Han +7 · 5 citations
Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Topic Modeling
- Multi-Agent Tensor Fusion for Contextual Trajectory Prediction
2019/04/09 by Tianyang Zhao, Zhao, Tianyang, Yifei Xu +13 · 3 citations
Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Traffic and Road Safety
- Flow Contrastive Estimation of Energy-Based Models
2019/12/02 by Ruiqi Gao, Erik Nijkamp, Gao, Ruiqi +9 · 3 citations
Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Music and Audio Processing
- Visual Fourier Prompt Tuning
2024/11/02 by Cheng Han, Zeng, Runjia, Han, Cheng +12 · 10 citations
Computer Science · Engineering · #Neural Networks and Applications #Computer Graphics and Visualization Techniques #Advanced Optical Imaging Technologies
- Contrastive Learning for Label-Efficient Semantic Segmentation
2020/12/13 by Xiangyun Zhao, Raviteja Vemulapalli, Zhao, Xiangyun +11 · 3 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Learning FRAME Models Using CNN Filters
2015/09/28 by Yang Lu, Song‐Chun Zhu, Lu, Yang +3 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Neural Networks and Applications
- Object-Conditioned Energy-Based Attention Map Alignment in Text-to-Image Diffusion Models
2024/04/10 by Yasi Zhang, Peiyu Yu, Zhang, Yasi +3 · 6 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning
2016/11/14 by Quanshi Zhang, Zhang, Quanshi, Ruiming Cao +5 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception
2023/11/23 by Fan Lei, Mingfu Liang, Fan, Lei +7 · 4 citations
Computer Science · #Machine Learning and Algorithms #Explainable Artificial Intelligence (XAI) #Domain Adaptation and Few-Shot Learning
- Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR
2025/08/19 by Xiao Liang, Zhongzhi Li, Liang, Xiao +10 · 25 citations
Computer Science · #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences
- Atlas3D: Physically Constrained Self-Supporting Text-to-3D for Simulation and Fabrication
2024/05/28 by Yunuo Chen, Tianyi Xie, Chen, Yunuo +13 · 4 citations
Engineering · Computer Science · #Modular Robots and Swarm Intelligence #Image Processing and 3D Reconstruction
- Congestion-aware Multi-agent Trajectory Prediction for Collision Avoidance
2021/03/26 by Xu Xie, Xie, Xu, Chi Zhang +7 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Traffic Prediction and Management Techniques
- Trajectory Prediction with Latent Belief Energy-Based Model
2021/04/07 by Bo Pang, Tianyang Zhao, Pang, Bo +5 · 2 citations
Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic and Road Safety #Video Surveillance and Tracking Methods
- Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
2024/02/07 by Deqian Kong, Kong, Deqian, Dehong Xu +15 · 4 citations
Computer Science · #AI-based Problem Solving and Planning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Activatable Nanoprobe with Aggregation-Induced Dual Fluorescence and Photoacoustic Signal Enhancement for Tumor Precision Imaging and Radiotherapy
2022/03/21 by Meng Yuan, Xiao Fang, Ying Wu +9 · 7 citations
Engineering · Materials Science · #Nanoplatforms for cancer theranostics #Photoacoustic and Ultrasonic Imaging #Luminescence and Fluorescent Materials
- Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
2021/11/25 by Chi Zhang, Sirui Xie, Zhang, Chi +9 · 2 citations
Computer Science · #Neural Networks and Applications #Evolutionary Algorithms and Applications #Computability, Logic, AI Algorithms
- FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation
2025/05/26 by Liu, Dong, Yang Yu, Yu, Yanxuan +8 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multimedia (cs.MM) #Network Packet Processing and Optimization #Performance (cs.PF)
- Molecular and structural characterization of dissolved organic matter during and post cyanobacterial bloom in Taihu by combination of NMR spectroscopy and FTICR mass spectrometry
2014/03/21 by Fenfen Zhang, Mourad Harir, Franco Moritz +9 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · Environmental Science · #Isotope Analysis in Ecology #Marine and coastal ecosystems #Metabolomics and Mass Spectrometry Studies
- Latent Diffusion Energy-Based Model for Interpretable Text Modeling
2022/06/13 by Peiyu Yu, Yu, Peiyu, Sirui Xie +15 · 2 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- Learning Grid Cells as Vector Representation of Self-Position Coupled with Matrix Representation of Self-Motion
2018/10/12 by Ruiqi Gao, Jianwen Xie, Gao, Ruiqi +5 · 3 citations
Computer Science · #Topological and Geometric Data Analysis
- SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning
2025/06/10 by Xiao Liang, Zhongzhi Li, Liang, Xiao +13 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Energy-Based Continuous Inverse Optimal Control
2019/04/10 by Yifei Xu, Jianwen Xie, Xu, Yifei +9 · 1 citation
Computer Science · Materials Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Machine Learning in Materials Science
- Interpretable CNNs for Object Classification
2019/01/08 by Quanshi Zhang, Zhang, Quanshi, Xin Wang +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- MLZero: A Multi-Agent System for End-to-end Machine Learning Automation
2025/05/20 by Haoyang Fang, Fang, Haoyang, Boran Han +22 · 5 citations
Computer Science · #Data Stream Mining Techniques
- MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC
2020/06/12 by Erik Nijkamp, Ruiqi Gao, Nijkamp, Erik +11 · 1 citation
Computer Science · Materials Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Neural Networks and Applications
- Exposing Deep-faked Videos by Anomalous Co-motion Pattern Detection
2020/08/11 by Gengxing Wang, Wang, Gengxing, Jiahuan Zhou +3 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Joint Training of Variational Auto-Encoder and Latent Energy-Based Model
2020/06/10 by Tian Han, Han, Tian, Erik Nijkamp +9 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning
- On Path Integration of Grid Cells: Group Representation and Isotropic Scaling
2020/06/17 by Ruiqi Gao, Jianwen Xie, Gao, Ruiqi +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · Neuroscience · #Advanced MRI Techniques and Applications #Cell Image Analysis Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Neuroscience and Neuropharmacology Research #Photoreceptor and optogenetics research
- Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis
2020/12/25 by Jianwen Xie, Zilong Zheng, Xie, Jianwen +9 · 1 citation
Engineering · Computer Science · #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction #Generative Adversarial Networks and Image Synthesis
- On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding
2024/05/27 by Dehong Xu, Xu, Dehong, Ruiqi Gao +7 · 2 citations
Engineering · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC) #Structural Analysis and Optimization
- Single atom Ru doping 2H-MoS2 as highly efficient hydrogen evolution reaction electrocatalyst in a wide pH range
2021/06/29 by Jing Wang, Wenhui Fang, Ye Hu +6 · 1 citation
Chemistry · Energy · Engineering · #Advanced battery technologies research #Electrocatalysts for Energy Conversion #Electrochemical Analysis and Applications
- Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly Detection
2022/02/15 by Cristian Challú, Challu, Cristian, Peihong Jiang +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Recent sediment accumulation and carbon burial in the East China Sea
2006/08/11 by Bing Deng, Jing Zhang, Ying Wu · 1 citation
Earth and Planetary Sciences · Environmental Science · #Marine and coastal ecosystems #Methane Hydrates and Related Phenomena #Geology and Paleoclimatology Research
- A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering
2022/01/14 by Feng Gao, Gao, Feng, Ping Qing +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
- Learning to Rank Chain-of-Thought: Using a Small Model
2025/05/21 by Eric Hanchen Jiang, Jiang, Eric Hanchen, Haozheng Luo +21 · 5 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation
2025/03/10 by Tianyu Chen, Chen, Tianyu, Yasi Zhang +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Neural Networks and Applications
- A Survey on Approximate Multiplier Designs for Energy Efficiency: From Algorithms to Circuits
2023/01/28 by Ying Wu, Chuangtao Chen, Wu, Ying +15 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques
- Learning Joint Latent Space EBM Prior Model for Multi-layer Generator
2023/06/10 by Jiali Cui, Cui, Jiali, Ying Wu +3 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- Flexible Visual Recognition by Evidential Modeling of Confusion and Ignorance
2023/09/14 by Lei Fan, Fan, Lei, Бо Лю +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning and Data Classification
- On the Complexity of Bayesian Generalization
2022/11/20 by Yu-Zhe Shi, Shi, Yu-Zhe, Manjie Xu +15 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- Learning Energy-Based Prior Model with Diffusion-Amortized MCMC
2023/10/05 by Peiyu Yu, Yaxuan Zhu, Yu, Peiyu +11 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare
- A New Causal Rule Learning Approach to Interpretable Estimation of Heterogeneous Treatment Effect
2023/10/10 by Ying Wu, Wu, Ying, Hanzhong Liu +5 · 1 citation
Computer Science · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Learning Hierarchical Features with Joint Latent Space Energy-Based Prior
2023/10/14 by Jiali Cui, Ying Wu, Cui, Jiali +3 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural Networks and Applications #Topic Modeling
- From Intuition to Understanding: Using AI Peers to Overcome Physics Misconceptions
2025/04/01 by Ruben Weijers, Dong Wu, Weijers, Ruben +22 · 3 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Intelligent Tutoring Systems and Adaptive Learning
- Synchronously reconfiguring closed pore and interlayer spacing of wood-derived hard carbon via hot-pressing for advanced sodium-ion batteries
2025/01/01 by Yangyang Chen, Yu Liao, Yiding Ding +7 · 1 voice · 1 citation
Engineering · Materials Science · #Advancements in Battery Materials #Extraction and Separation Processes #Supercapacitor Materials and Fabrication
- Genome Analyses of >200,000 Individuals Identify 58 Loci for Chronic Inflammation and Highlight Pathways that Link Inflammation and Complex Disorders
2018/11/01 by Symen Ligthart, Ahmad Vaez, Urmo Võsa +341 · 25 citations
Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Health Professions · #Genetic Associations and Epidemiology #IL-33, ST2, and ILC Pathways #Adolescent and Pediatric Healthcare
- Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
2024/08/03 by Chuan Liu, Liu, Chuan, Chunshu Wu +19 · 1 citation
Engineering · Physics and Astronomy · #Nuclear reactor physics and engineering #Magnetic confinement fusion research #High-Energy Particle Collisions Research
- Think Twice Before You Act: Improving Inverse Problem Solving With MCMC
2024/09/13 by Yaxuan Zhu, Zehao Dou, Zhu, Yaxuan +8 · 1 citation
Computer Science · Decision Sciences · Social Sciences · #Complex Systems and Decision Making #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Problem and Project Based Learning #Teaching and Learning Programming
- Unlocking the Potential of Text-to-Image Diffusion with PAC-Bayesian Theory
2024/11/25 by Eric Hanchen Jiang, Yasi Zhang, Jiang, Eric Hanchen +11 · 1 citation
Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Natural Language Processing Techniques
- "Noisier" Noise Contrastive Eestimation is (Almost) Maximum Likelihood
2024/05/27 by Peiyu Yu, Yu, Peiyu, Dinghuai Zhang +21 · 1 citation
Computer Science · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
- Point cloud upsampling with implicit graph neural networks
2026/07/27 by Ying Wu, Wei Han, Pengzhen Lu +1
- 3D topologically polarized elastic metamaterials enable asymmetric energy isolation at finite frequencies
2026/07/17 by Xicheng Zhang, Shaoyuan Zhang, Xuejian Gong +6
#Acoustic Wave Phenomena Research #Topological Materials and Phenomena #Metamaterials and Metasurfaces Applications