Jiaxin Zhang
- Simulation Intelligence: Towards a New Generation of Scientific Methods
2021/12/06 by Alexander Lavin, David C. Krakauer, David Krakauer +49 · 2 voices · 7 citations
Decision Sciences · #Scientific Computing and Data Management #Simulation Techniques and Applications #cs.AI #cs.CE #cs.LG #cs.MS
- GLM-5: from Vibe Coding to Agentic Engineering
2026/02/17 by GLM-5-Team, :, Aohan Zeng +184 · 4 voices · 26 citations
#cs.LG #cs.CL
- From System 1 to System 2: A Survey of Reasoning Large Language Models
2025/02/24 by Zhongzhi Li, Li, Zhong-Zhi, Duzhen Zhang +36 · 65 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
- PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback
2023/07/27 by Bo Shen, Jiaxin Zhang, Shen, Bo +21 · 1 voice · 2 citations
#cs.CL #cs.AI #cs.LG #cs.PL #cs.SE
- Modern Monte Carlo Methods for Efficient Uncertainty Quantification and Propagation: A Survey
2020/11/02 by Jiaxin Zhang, Zhang, Jiaxin · 7 citations
Computer Science · Decision Sciences · Engineering · #Advanced Multi-Objective Optimization Algorithms #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Nuclear reactor physics and engineering #Probabilistic and Robust Engineering Design
- Can Programming Languages Boost Each Other via Instruction Tuning?
2023/08/31 by Daoguang Zan, Zan, Daoguang, Ailun Yu +19 · 2 voices
#cs.CL #cs.AI #cs.PL #cs.SE
- Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage
2022/03/29 by Zhuohang Li, Li, Zhuohang, Jiaxin Zhang +5 · 6 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Stochastic Gradient Optimization Techniques
- RoMe: Towards Large Scale Road Surface Reconstruction via Mesh Representation
2023/06/20 by Ruohong Mei, Wei S, Mei, Ruohong +9 · 6 citations
Computer Science · Engineering · Environmental Science · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
- Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution
2021/01/24 by Jia-Peng Wang, Wang, Jiapeng, Chongyu Liu +15 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
- SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models
2024/03/04 by Xiang Gao, Gao, Xiang, Jiaxin Zhang +5 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- SPTS v2: Single-Point Scene Text Spotting
2023/01/04 by Yuliang Liu, Jiaxin Zhang, Liu, Yuliang +19 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Speech Recognition and Synthesis
- DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming
2024/06/27 by Jiaxin Zhang, Wentao Yang, Zhang, Jiaxin +7 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Video Analysis and Summarization
- R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation
2025/05/29 by Kaijie Chen, Chen, Kaijie, Zihao Lin +13 · 10 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Data Visualization and Analytics
- Machine Learning for High-entropy Alloys: Progress, Challenges and Opportunities
2022/09/07 by Xianglin Liu, Jiaxin Zhang, Liu, Xianglin +3 · 3 citations
Materials Science · Engineering · #Machine Learning in Materials Science #High Entropy Alloys Studies #Advanced Materials Characterization Techniques
- Holistic Evaluation for Interleaved Text-and-Image Generation
2024/06/20 by Min‐Qian Liu, Liu, Minqian, Zhiyang Xu +11 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization
- DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks
2024/05/07 by Jiaxin Zhang, Dezhi Peng, Zhang, Jiaxin +7 · 3 citations
Computer Science · #Handwritten Text Recognition Techniques #Mathematics, Computing, and Information Processing
- GOLD: Geometry Problem Solver with Natural Language Description
2024/05/01 by Jiaxin Zhang, Yashar Moshfeghi, Zhang, Jiaxin +1 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Manufacturing Process and Optimization #Mathematics, Computing, and Information Processing #Model-Driven Software Engineering Techniques
- COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian Splitting
2025/03/25 by Jiaxin Zhang, Junjun Jiang, Zhang, Jiaxin +7 · 6 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Robotics and Sensor-Based Localization
- Smaller But Better: Unifying Layout Generation with Smaller Large Language Models
2025/02/19 by Peirong Zhang, Jiaxin Zhang, Zhang, Peirong +7 · 3 voices · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.LG
- Heat stress in broilers of liver injury effects of heat stress on oxidative stress and autophagy in liver of broilers
2022/08/01 by Lu-Ping Tang, Lu‐Ping Tang, Yilei Liu +8 · 2 citations
Agricultural and Biological Sciences · #Animal Nutrition and Physiology #Effects of Environmental Stressors on Livestock #Meat and Animal Product Quality
- Hourglass-Like Spin Excitation in a Doped Mott Insulator
2023/07/11 by Jiaxin Zhang, Chuan Chen, Zhang, Jia-Xin +5 · 2 citations
Physics and Astronomy · Materials Science · #Physics of Superconductivity and Magnetism #Magnetic and transport properties of perovskites and related materials #Advanced Condensed Matter Physics
- Robust data-driven approach for predicting the configurational energy of high entropy alloys
2019/08/10 by Jiaxin Zhang, Xianglin Liu, Zhang, Jiaxin +9 · 1 citation
Engineering · Materials Science · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Entropy Alloys Studies #High Temperature Alloys and Creep #Machine Learning (stat.ML) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models
2024/06/28 by Zhongzhi Li, Li, Zhong-Zhi, Mingliang Zhang +17 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs
2025/01/31 by Hongliang Li, Jiaxin Zhang, Li, Hongliang +9 · 3 citations
Computer Science · #Advanced Data Compression Techniques #Parallel Computing and Optimization Techniques #Distributed and Parallel Computing Systems
- ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler
2022/10/18 by Jiaxin Zhang, Yashar Moshfeghi, Zhang, Jiaxin +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques
- Recoverability and estimation of causal effects under typical multivariable missingness mechanisms
2023/01/17 by Jiaxin Zhang, Zhang, Jiaxin, S. Ghazaleh Dashti +7 · 1 citation
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
- HyQE: Ranking Contexts with Hypothetical Query Embeddings
2024/10/20 by Weichao Zhou, Jiaxin Zhang, Zhou, Weichao +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Rough Sets and Fuzzy Logic
- Mixture of Experts for Node Classification
2024/11/30 by Shixiao Yu, Yiqi Wang, Shi, Yu +8 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Expert finding and Q&A systems #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
- Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models
2024/10/12 by Jiaxin Zhang, Zhang, Jiaxin, Wendi Cui +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Reduced proteasome degradation of HsfB2a at higher temperatures is responsible for the inhibition of anthocyanin synthesis in pear
2025/05/05 by Lu Wang, Yuhao Gao, Lu Zhang +6 · 1 voice · 1 citation
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Horticultural and Viticultural Research #Plant Gene Expression Analysis #Plant biochemistry and biosynthesis
- Effectiveness of exergaming-based interventions for mobility and balance performance in older adults with Parkinson’s disease: systematic review and meta-analysis of randomised controlled trials
2022/08/01 by Jiaxin Zhang, Yan Luximon, Marco Y.C. Pang +2 · 14 citations
Health Professions · Medicine · #Balance, Gait, and Falls Prevention #Parkinson's Disease and Spinal Disorders #Cerebral Palsy and Movement Disorders
- Learning nonlinear level sets for dimensionality reduction in function approximation
2019/02/27 by Guannan Zhang, Zhang, Guannan, Jiaxin Zhang +3 · 1 citation
Decision Sciences · Engineering · Physics and Astronomy · #FOS: Mathematics #Functional Analysis (math.FA) #Model Reduction and Neural Networks #Non-Destructive Testing Techniques #Probabilistic and Robust Engineering Design
- Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution
2024/10/12 by Ankita Sinha, Sinha, Ankita, Wendi Cui +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Harnessing a marine-derived Rhodococcus strain for cross-habitat bioaugmentation of malodorant skatole: Performance and ecological response
2026/07/27 by Genxiu Li, Nan Meng, Jiaxin Zhang +7
- Integrated Order Dispatching and Routing for Last-Mile Pickup via Deep Reinforcement Learning
2026/07/24 by Yida Xu, Zhaofang Mao, Yuheng Miao +2
#cs.LG