Peng Ye

1. Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing
   2025/08/18 by Yiqun Zhang, Zhang, Yiqun, Hao Li +11 · 11 voices · 9 citations
   Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
2. Blind Image Quality Assessment Based on High Order Statistics Aggregation
   2016/06/28 by Jingtao Xu, Peng Ye, Qiaohong Li +3 · 13 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Image Enhancement Techniques #Image and Video Quality Assessment
3. CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
   2024/02/06 by Junchao Gong, Lei Bai, Gong, Junchao +13 · 14 citations
   Earth and Planetary Sciences · #Precipitation Measurement and Analysis #Meteorological Phenomena and Simulations #Cryospheric studies and observations
4. ClipSAM: CLIP and SAM Collaboration for Zero-Shot Anomaly Segmentation
   2024/01/23 by Shengze Li, Li, Shengze, Jianjian Cao +9 · 12 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Data-Driven Disease Surveillance
5. Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
   2024/11/27 by Di Zhang, Zhang, Di, Junxian Li +23 · 1 voice · 15 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.CV
6. StructChart: On the Schema, Metric, and Augmentation for Visual Chart Understanding
   2023/09/20 by Renqiu Xia, Xia, Renqiu, Hao-Yang Peng +15 · 8 citations
   Computer Science · #Advanced Text Analysis Techniques
7. BridgeNet: Comprehensive and Effective Feature Interactions via Bridge Feature for Multi-task Dense Predictions
   2023/12/21 by Jingdong Zhang, Zhang, Jingdong, Jiayuan Fan +13 · 5 citations
   Computer Science · Environmental Science · #Advanced Neural Network Applications #Air Quality Monitoring and Forecasting #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
8. A CLIP-Powered Framework for Robust and Generalizable Data Selection
   2024/10/15 by Peng Ye, Yang, Suorong, Ye, Peng +6 · 7 citations
   Computer Science · #Fuzzy Logic and Control Systems
9. Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification
   2023/06/15 by Jingyi Zhou, Jiamu Sheng, Zhou, Jingyi +11 · 3 citations
   Engineering · Computer Science · Earth and Planetary Sciences · #Remote-Sensing Image Classification #Image Retrieval and Classification Techniques #Remote Sensing and Land Use
10. Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers
    2025/06/03 by Pengtao Chen, Chen, Pengtao, Xiangrui Zeng +12 · 7 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
11. TokenCarve: Information-Preserving Visual Token Compression in Multimodal Large Language Models
    2025/03/13 by Xudong Tan, Tan, Xudong, Peng Ye +12 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis
12. InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification
    2025/05/22 by Bo Zhang, InternAgent Team, Zhang, Bo +45 · 5 citations
    Materials Science · Decision Sciences · Computer Science · #Machine Learning in Materials Science #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
13. Merging Vision Transformers from Different Tasks and Domains
    2023/12/25 by Peng Ye, Chenyu Huang, Ye, Peng +11 · 2 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
14. Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
    2024/12/26 by Haonan He, He, Haonan, Yuchen Ren +26 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Genetics, Bioinformatics, and Biomedical Research
15. FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
    2024/06/03 by Kun Chen, Tao Chen, Chen, Kun +12 · 2 citations
    Earth and Planetary Sciences · Engineering · #Meteorological Phenomena and Simulations #Reservoir Engineering and Simulation Methods #Geophysics and Gravity Measurements
16. The Limits of Differential Privacy in Online Learning
    2024/11/08 by Bo Li, Wei Wang, Li, Bo +3 · 3 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Privacy, Security, and Data Protection
17. Experts Weights Averaging: A New General Training Scheme for Vision Transformers
    2023/08/11 by Yongqi Huang, Huang, Yongqi, Peng Ye +9 · 1 citation
    Computer Science · Engineering · #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 Processing Techniques and Applications #Machine Learning (cs.LG)
18. Efficient Architecture Search via Bi-level Data Pruning
    2023/12/21 by Chongjun Tu, Peng Ye, Tu, Chongjun +13 · 1 citation
    Computer Science · #68T05(Primary) #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research
19. Towards an end-to-end artificial intelligence driven global weather forecasting system
    2023/12/18 by Kun Chen, Lei Bai, Chen, Kun +14 · 1 citation
    Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Hydrological Forecasting Using AI #Climate variability and models
20. DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models
    2025/03/03 by Yongqi Huang, Peng Ye, Huang, Yongqi +13 · 3 citations
    Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
21. Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning
    2024/01/05 by Zhifeng Jiang, Peng Ye, Jiang, Zhifeng +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
22. β-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search
    2023/01/16 by Peng Ye, Ye, Peng, Tong He +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
23. Log Odds of Positive Lymph Nodes Predicts Survival in Patients After Resection for Esophageal Cancer
    2016/05/13 by Jinlin Cao, Jinglin Cao, Ping Yuan +9 · 17 citations
    Medicine · #Esophageal Cancer Research and Treatment #Pancreatic and Hepatic Oncology Research #Gastric Cancer Management and Outcomes
24. A Novel Representation of Periodic Pattern and Its Application to Untrained Anomaly Detection
    2024/09/09 by Peng Ye, Chengyu Tao, Ye, Peng +3 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
25. Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
    2025/12/18 by Wanghan Xu, Xu, Wanghan, Yuhao Zhou +214 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.LG
26. Fusion Rules of Mobility
    2025/08/19 by J. X. Zhang, Zhang, Jie-Yu, Peng Ye +1 · 3 citations
    Computer Science · Engineering · #Cellular Automata and Applications #Modular Robots and Swarm Intelligence
27. MoE²-LoRA: When MoE Models Meet MoE-style Low-Rank Adaptation
    2026/07/24 by Qingyu Yang, Haonan He, Minglei Li +4
    #cs.CL