Guo, Jia
- Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model
2025/10/21 by Ling Team, Shen, Anqi, Li, Baihui +101 · 2 voices · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- RetinaFace: Single-stage Dense Face Localisation in the Wild
2019/05/02 by Deng, Jiankang, Guo, Jia, Zhou, Yuxiang +3 · 11 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ALIP: Adaptive Language-Image Pre-training with Synthetic Caption
2023/08/16 by Kaicheng Yang, Jiankang Deng, Yang, Kaicheng +13 · 18 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 #Multimodal Machine Learning Applications
- ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction
2023/06/05 by Jia Guo, Guo, Jia, Shuai Lu +7 · 15 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Industrial Vision Systems and Defect Detection
- Sample and Computation Redistribution for Efficient Face Detection
2021/05/10 by Jia Guo, Jiankang Deng, Guo, Jia +5 · 9 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection
2024/05/23 by Jia Guo, Shuai Lu, Guo, Jia +6 · 19 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Unicom: Universal and Compact Representation Learning for Image Retrieval
2023/04/12 by Xiang An, Jiankang Deng, An, Xiang +13 · 8 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 #Multimodal Machine Learning Applications
- RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports
2024/05/23 by Jiawei Du, Du, Jiawei, Jia Guo +11 · 10 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Retinal Imaging and Analysis #Retinal and Optic Conditions
- Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment
2018/12/05 by Jia Guo, Guo, Jia, Jiankang Deng +5 · 7 citations
Computer Science · #Face recognition and analysis #Face and Expression Recognition #Generative Adversarial Networks and Image Synthesis
- MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling
2023/03/16 by Xuzhe Zhang, Yuhao Wu, Zhang, Xuzhe +21 · 5 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge
2023/04/07 by Gongning Luo, Luo, Gongning, Kuanquan Wang +56 · 4 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Medical Imaging and Pathology Studies #Pulmonary Hypertension Research and Treatments #electronic engineering #information engineering
- IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models
2024/03/20 by Cui, Siying, Guo, Jia, An, Xiang +4 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Pinching-Antenna Systems (PASS): A Tutorial
2025/08/11 by Liu, Yuanwei, Jiang, Hao, Xu, Xiaoxia +8 · 28 citations
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- 3DGazeNet: Generalizing Gaze Estimation with Weak-Supervision from Synthetic Views
2022/12/06 by Evangelos Ververas, Polydefkis Gkagkos, Ververas, Evangelos +9 · 3 citations
Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Neonatal and fetal brain pathology
- A Novel Adaptive Causal Sampling Method for Physics-Informed Neural Networks
2022/10/24 by Jia Guo, Haifeng Wang, Guo, Jia +3 · 2 citations
Engineering · Physics and Astronomy · #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach
2023/05/31 by Guo, Jia, Cheng, Liying, Zhang, Wenxuan +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- ViLReF: An Expert Knowledge Enabled Vision-Language Retinal Foundation Model
2024/08/20 by Yang, Shengzhu, Du, Jiawei, Guo, Jia +4 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Approximations of the Reproducing Kernel Hilbert Space (RKHS) Embedding Method over Manifolds
2020/07/13 by Guo, Jia, Paruchuri, Sai Tej, Kurdila, Andrew J. · 1 citation
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Sailor: Open Language Models for South-East Asia
2024/04/04 by Longxu Dou, Qian Liu, Dou, Longxu +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer
2021/05/28 by Xuzhe Zhang, Zhang, Xuzhe, Xinzi He +15 · 1 citation
Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Masked Face Recognition Challenge: The InsightFace Track Report
2021/08/18 by Deng, Jiankang, Guo, Jia, An, Xiang +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- BiQUE: Biquaternionic Embeddings of Knowledge Graphs
2021/09/29 by Guo, Jia, Kok, Stanley · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- GPASS: Deep Learning for Beamforming in Pinching-Antenna Systems (PASS)
2025/02/03 by Guo, Jia, Liu, Yuanwei, Nallanathan, Arumugam · 4 citations
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Monolithic integration of 940 nm AlGaAs distributed Bragg reflectors on bulk Ge substrates
2021/12/22 by Zhao, Yunlong, Guo, Jia, Feifel, Markus +8 · 1 citation
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- WT-MVSNet: Window-based Transformers for Multi-view Stereo
2022/05/28 by Jinli Liao, Yikang Ding, Liao, Jinli +13 · 1 citation
Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Optical measurement and interference techniques
- Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs
2025/06/17 by Ling Team, Hu, Bin, Chen, Cai +43 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Recursive GNNs for Learning Precoding Policies with Size-Generalizability
2024/02/28 by Jia Guo, Guo, Jia, Chenyang Yang +1 · 2 citations
Computer Science · #FOS: Electrical engineering #Machine Learning and Algorithms #Signal Processing (eess.SP) #electronic engineering #information engineering
- Monocular Identity-Conditioned Facial Reflectance Reconstruction
2024/03/30 by Ren, Xingyu, Deng, Jiankang, Cheng, Yuhao +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Large Language Models Synergize with Automated Machine Learning
2024/05/06 by Xu, Jinglue, Li, Jialong, Liu, Zhen +5 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE)
- Learning Precoding in Multi-user Multi-antenna Systems: Transformer or Graph Transformer?
2025/03/04 by Duan, Yuxuan, Guo, Jia, Yang, Chenyang · 3 citations
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- When Attention is Beneficial for Learning Wireless Resource Allocation Efficiently?
2025/07/03 by Guo, Jia, Yang, Chenyang · 2 citations
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- High-Fidelity Facial Albedo Estimation via Texture Quantization
2024/06/19 by Ran, Zimin, Ren, Xingyu, An, Xiang +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Implicit Neural Representation of Beamforming for Continuous Aperture Array (CAPA) System
2025/07/04 by Chen, Shiyong, Guo, Jia, Han, Shengqian · 2 citations
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- How Generative AI supports human in conceptual design
2025/02/01 by L. Chen, Yaxuan Song, Chen, Liuging +9 · 1 citation
Engineering · #Design Education and Practice #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Multi-User Continuous-Aperture Array Communications: How to Learn Current Distribution?
2024/08/20 by Jia Guo, Guo, Jia, Yuanwei Liu +3 · 1 citation
Physics and Astronomy · Engineering · #Radio Astronomy Observations and Technology #Wireless Body Area Networks #Antenna Design and Optimization