Shu Liu
- Measuring Agents in Production
2025/12/02 by Melissa Z. Pan, Pan, Melissa Z., Negar Arabzadeh +47 · 11 voices · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #cs.AI #cs.CY #cs.LG #cs.SE
- Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First
2025/08/31 by Shu Liu, Liu, Shu, Soujanya Ponnapalli +28 · 11 voices · 6 citations
Computer Science · #Big Data and Digital Economy #Semantic Web and Ontologies #Graph Theory and Algorithms
- Barbarians at the Gate: How AI is Upending Systems Research
2025/10/07 by Audrey Cheng, Cheng, Audrey, Shu Liu +32 · 4 voices · 10 citations
Social Sciences · #Ethics and Social Impacts of AI #cs.AI
- PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation
2020/04/03 by Li Jiang, Jiang, Li, Hengshuang Zhao +9 · 28 citations
Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- 3DSSD: Point-based 3D Single Stage Object Detector
2020/02/24 by Zetong Yang, Yanan Sun, Yang, Zetong +5 · 27 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques
- Parametric Contrastive Learning
2021/07/26 by Jiequan Cui, Cui, Jiequan, Zhisheng Zhong +7 · 19 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #COVID-19 diagnosis using AI
- STD: Sparse-to-Dense 3D Object Detector for Point Cloud
2019/07/22 by Zetong Yang, Yanan Sun, Yang, Zetong +7 · 18 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
- Improving Calibration for Long-Tailed Recognition
2021/04/01 by Zhisheng Zhong, Zhong, Zhisheng, Jiequan Cui +5 · 15 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 #Machine Learning and Data Classification
- LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!
2025/02/11 by Dacheng Li, Li, Dacheng, Shiyi Cao +21 · 2 voices · 31 citations
Social Sciences · Economics, Econometrics and Finance · #cs.AI
- GridMask Data Augmentation
2020/01/13 by Pengguang Chen, Shu Liu, Chen, Pengguang +5 · 13 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks
2025/02/12 by Alejandro Cuadron, Dacheng Li, Cuadron, Alejandro +28 · 36 citations
Social Sciences · #Experimental Behavioral Economics Studies
- Hierarchical Dense Correlation Distillation for Few-Shot Segmentation
2023/03/26 by Bohao Peng, Zhuotao Tian, Peng, Bohao +11 · 13 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 #Multimodal Machine Learning Applications
- Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready PBR Material
2025/06/18 by Team Hunyuan D, Hunyuan3D, Team, Shuhui Yang +97 · 40 citations
Computer Science · #Medical Image Segmentation Techniques
- MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs
2024/11/18 by Shiyi Cao, Shu Liu, Cao, Shiyi +15 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Label distribution based facial attractiveness computation by deep\n residual learning
2016/09/02 by Shu Liu, Bo Li, Liu, Shu +7 · 5 citations
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Evolutionary Psychology and Human Behavior #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model
2025/04/11 by Team Seawead, Seawead, Team, Ceyuan Yang +98 · 28 citations
Environmental Science · #Coastal Management and Development
- ResLT: Residual Learning for Long-tailed Recognition
2021/01/26 by Jiequan Cui, Cui, Jiequan, Shu Liu +7 · 6 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Fast Point R-CNN
2019/08/08 by Yilun Chen, Chen, Yilun, Shu Liu +5 · 5 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
- DSGN: Deep Stereo Geometry Network for 3D Object Detection
2020/01/10 by Yilun Chen, Shu Liu, Chen, Yilun +5 · 5 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Robotics and Sensor-Based Localization
- ARPO:End-to-End Policy Optimization for GUI Agents with Experience Replay
2025/05/22 by Fanbin Lu, Zhisheng Zhong, Lu, Fanbin +7 · 27 citations
Computer Science · #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
- VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning
2025/05/17 by Yuqi Liu, Tan Qu, Liu, Yuqi +11 · 21 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Associatively Segmenting Instances and Semantics in Point Clouds
2019/02/26 by Xinlong Wang, Shu Liu, Wang, Xinlong +7 · 5 citations
Engineering · Computer Science · Environmental Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Remote Sensing and LiDAR Applications
- Ref-NeuS: Ambiguity-Reduced Neural Implicit Surface Learning for Multi-View Reconstruction with Reflection
2023/03/20 by Wenhang Ge, Tao Hu, Ge, Wenhang +7 · 5 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Generalized Parametric Contrastive Learning
2022/09/26 by Jiequan Cui, Zhisheng Zhong, Cui, Jiequan +9 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Advanced Neural Network Applications
- EfficientNeRF: Efficient Neural Radiance Fields
2022/06/02 by Tao Hu, Hu, Tao, Shu Liu +7 · 3 citations
Computer Science · Engineering · #Advanced Vision and Imaging #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques
- LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model
2023/12/28 by Senqiao Yang, Tianyuan Qu, Yang, Senqiao +11 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need
2023/02/06 by Jingyao Li, Li, Jingyao, Pengguang Chen +9 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- Learning Context-aware Classifier for Semantic Segmentation
2023/03/21 by Zhuotao Tian, Tian, Zhuotao, Jiequan Cui +13 · 3 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- Scalable Language Model with Generalized Continual Learning
2024/04/11 by Bohao Peng, Zhuotao Tian, Peng, Bohao +7 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Parameterized Wasserstein Hamiltonian Flow
2023/05/31 by Hao Wu, Wu, Hao, Shu Liu +5 · 4 citations
Engineering · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation
2021/10/15 by Jiang Li, Shaoshuai Shi, Jiang, Li +11 · 2 citations
Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based Decoders
2024/07/02 by Baijiong Lin, Lin, Baijiong, Weisen Jiang +9 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Advanced Vision and Imaging
- Locality-aware Fair Scheduling in LLM Serving
2025/01/24 by Shiyi Cao, Yichuan Wang, Cao, Shiyi +22 · 4 citations
Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Petri Nets in System Modeling #Scheduling and Optimization Algorithms #and Cluster Computing (cs.DC)
- Pie: Pooling CPU Memory for LLM Inference
2024/11/14 by Yi Xu, Xu, Yi, Ziming Mao +7 · 4 citations
Computer Science · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Explicit Constructions of Two-Dimensional Reed-Solomon Codes in High Insertion and Deletion Noise Regime
2019/09/08 by Tai Do Duc, Duc, Tai Do, Shu Liu +5 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Coding theory and cryptography #DNA and Biological Computing #Cellular Automata and Applications
- MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based Decoders
2024/08/27 by Baijiong Lin, Weisen Jiang, Lin, Baijiong +7 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Parameterized Wasserstein Gradient Flow
2024/04/29 by Yijie Jin, Shu Liu, Jin, Yijie +7 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Mathematics · #cs.NA #math.NA
- A Lower Bound on the List-Decodability of Insdel Codes
2022/11/12 by Shu Liu, Ivan Tjuawinata, Liu, Shu +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced biosensing and bioanalysis techniques #Coding theory and cryptography #DNA and Biological Computing #FOS: Computer and information sciences #Information Theory (cs.IT)
- vCache: Verified Semantic Prompt Caching
2025/02/06 by Luis Gaspar Schroeder, Schroeder, Luis Gaspar, Aditya Desai +18 · 1 citation
Computer Science · #Caching and Content Delivery #Service-Oriented Architecture and Web Services #Cognitive Computing and Networks
- Fantastic Adaptive Taxonomies and How to Use Them
2026/07/17 by Mert Cemri, Andrei Cojocaru, Melissa Pan +9
Computer Science · #cs.AI #cs.SE