Ye, Peng
- 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
- Δ-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers
2024/06/03 by Chen, Pengtao, Shen, Mingzhu, Ye, Peng +5 · 33 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- EMR-Merging: Tuning-Free High-Performance Model Merging
2024/05/23 by Huang, Chenyu, Ye, Peng, Chen, Tao +3 · 24 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning
2024/02/19 by Renqiu Xia, Bo Zhang, Xia, Renqiu +20 · 21 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Formal Methods in Verification #Natural Language Processing Techniques #Semantic Web and Ontologies
- 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
- 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
- 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
- β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search
2022/03/03 by Ye, Peng, Li, Baopu, Li, Yikang +3 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- StructChart: On the Schema, Metric, and Augmentation for Visual Chart Understanding
2023/09/20 by Renqiu Xia, Xia, Renqiu, Hao-Yang Peng +15 · 7 citations
Computer Science · #Advanced Text Analysis Techniques
- HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
2024/10/08 by Shengji Tang, Tang, Shengji, Weicai Ye +11 · 10 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- 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
- Partial Fine-Tuning: A Successor to Full Fine-Tuning for Vision Transformers
2023/12/25 by Ye, Peng, Huang, Yongqi, Tu, Chongjun +4 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants
2025/05/26 by Yiqun Zhang, Hao Li, Zhang, Yiqun +24 · 14 citations
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
- All-in-One: Transferring Vision Foundation Models into Stereo Matching
2024/12/13 by Zhou, Jingyi, Zhang, Haoyu, Yuan, Jiakang +5 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification
2023/06/15 by Jingyi Zhou, Zhou, Jingyi, Jiamu Sheng +11 · 3 citations
Engineering · Computer Science · Earth and Planetary Sciences · #Remote-Sensing Image Classification #Image Retrieval and Classification Techniques #Remote Sensing and Land Use
- A CLIP-Powered Framework for Robust and Generalizable Data Selection
2024/10/15 by Peng Ye, Yang, Suorong, Ye, Peng +6 · 6 citations
Computer Science · #Fuzzy Logic and Control Systems
- 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
- FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding
2025/03/19 by Tu, Chongjun, Zhang, Lin, Chen, Pengtao +5 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs
2025/03/11 by Chongjun Tu, Hancheng Ye, Tu, Chongjun +11 · 5 citations
Neuroscience · Computer Science · Medicine · #Hallucinations in medical conditions #Topological and Geometric Data Analysis #Cancer-related cognitive impairment studies
- TokenCarve: Information-Preserving Visual Token Compression in Multimodal Large Language Models
2025/03/13 by Xudong Tan, Peng Ye, Tan, Xudong +12 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis
- 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)
- 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
- Think Twice, Act Once: Token-Aware Compression and Action Reuse for Efficient Inference in Vision-Language-Action Models
2025/05/27 by Tan, Xudong, Yang, Yaoxin, Hancheng Ye +11 · 7 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Semantic Web and Ontologies
- Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision
2024/06/05 by Li, Minglei, Ye, Peng, Huang, Yongqi +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression
2024/03/23 by Ye, Hancheng, Yu, Chong, Ye, Peng +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
2024/12/26 by Haonan He, Yuchen Ren, He, Haonan +26 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Genetics, Bioinformatics, and Biomedical Research
- 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
- 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
- Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
2024/12/18 by Lifeng Qiao, Qiao, Lifeng, Ye Peng +13 · 2 citations
Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #RNA and protein synthesis mechanisms
- Average-Case Communication Complexity of Statistical Problems
2021/07/03 by Rashtchian, Cyrus, Woodruff, David P., Ye, Peng +1 · 1 citation
#Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Many-body physics of spontaneously broken higher-rank symmetry: from fractonic superfluids to dipolar Hubbard model
2023/05/01 by Chen, Shuai A., Ye, Peng · 1 citation
#FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
- 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)
- Efficient Architecture Search via Bi-level Data Pruning
2023/12/21 by Chongjun Tu, Tu, Chongjun, Peng Ye +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
- 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
- Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning
2024/01/05 by Zhifeng Jiang, Jiang, Zhifeng, Peng Ye +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
- Revisiting Convolution Architecture in the Realm of DNA Foundation Models
2025/02/25 by Bo, Yu, Mao, Weian, Shao, Yanjun +6 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging
2025/05/21 by Zheng, Shenghe, Wang, Hongzhi, Huang, Chenyu +5 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- β-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search
2023/01/16 by Peng Ye, Tong He, Ye, Peng +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
- Consistency-aware Self-Training for Iterative-based Stereo Matching
2025/03/31 by Jingyi Zhou, Zhou, Jingyi, Hancheng Ye +14 · 2 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models
2025/03/03 by Huang, Yongqi, Ye, Peng, Huang, Chenyu +5 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scaling Physical Reasoning with the PHYSICS Dataset
2025/05/21 by Zheng, Shenghe, Cheng, Qianjia, Yao, Junchi +9 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Physics Education (physics.ed-ph)
- Fractonic superfluids. III. Hybridizing higher moments
2024/12/13 by Wang, Han-Xie, Chen, Shuai A., Ye, Peng · 1 citation
#FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Quantum Gases (cond-mat.quant-gas) #Strongly Correlated Electrons (cond-mat.str-el)
- DynaSurfGS: Dynamic Surface Reconstruction with Planar-based Gaussian Splatting
2024/08/26 by Cai, Weiwei, Ye, Weicai, Ye, Peng +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- 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)
- Diagrammatics, Pentagon Equations, and Hexagon Equations of Topological Orders with Loop- and Membrane-like Excitations
2024/05/29 by Huang, Yizhou, Zhang, Zhi-Feng, Ye, Peng · 2 citations
#FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Mathematical Physics (math-ph) #Strongly Correlated Electrons (cond-mat.str-el)
- Preparing Code States via Seed-Entangler-Enriched Sequential Quantum Circuits: Application to Tetra-Digit Topological Error-Correcting Codes
2025/03/07 by Hu, Yu-Tao, Li, Meng-Yuan, Ye, Peng · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
- 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
- Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach
2025/11/20 by Yang, Yaoxin, Ye, Peng, Tan, Xudong +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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