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Peng, Jie

  1. Human-like object concept representations emerge naturally in multimodal large language models
    2024/07/01 by Changde Du, Du, Changde, Kaicheng Fu +23 · 4 voices · 10 citations
    #cs.AI #cs.CL #cs.CV #cs.HC #cs.LG
  2. Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
    2024/10/10 by Sukwon Yun, Yun, Sukwon, Inyoung Choi +14 · 18 citations
    Computer Science · #Advanced Clustering Algorithms Research #Topic Modeling #Machine Learning and Data Classification
  3. Partial Correlation Estimation by Joint Sparse Regression Models
    2008/11/27 by Jie Peng, Peng, Jie, Pei Wang +5 · 3 citations
    Computer Science · Mathematics · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
  4. TLP: A Deep Learning-based Cost Model for Tensor Program Tuning
    2022/11/07 by Zhai, Yi, Zhang, Yu, Liu, Shuo +4 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF)
  5. LDP: A Local Diffusion Planner for Efficient Robot Navigation and Collision Avoidance
    2024/07/02 by Yu, Wenhao, Peng, Jie, Yang, Huanyu +4 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)
  6. Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs
    2025/02/11 by Ruichen Zhang, Zhang, Ruichen, Qiu, Mufan +14 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Spam and Phishing Detection #Topic Modeling #Web Data Mining and Analysis
  7. DLO: Dynamic Layer Operation for Efficient Vertical Scaling of LLMs
    2024/07/03 by Tan, Zhen, Dong, Daize, Zhao, Xinyu +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. A geometric approach to maximum likelihood estimation of the functional principal components from sparse longitudinal data
    2007/10/29 by Peng, Jie, Paul, Debashis · 1 citation
    #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
  9. Learning directed acyclic graphs via bootstrap aggregating
    2014/06/09 by Wang, Ru, Peng, Jie · 1 citation
    #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
  10. An adaptable generalization of Hotelling's T2 test in high dimension
    2016/09/28 by Li, Haoran, Aue, Alexander, Paul, Debashis +2 · 1 citation
    #FOS: Computer and information sciences #Methodology (stat.ME)
  11. Estimating fiber orientation distribution from diffusion MRI with spherical needlets
    2016/12/22 by Hao Yan, Yan, Hao, Owen Carmichael +5 · 1 citation
    Medicine · #Advanced Neuroimaging Techniques and Applications #MRI in cancer diagnosis #Bone and Joint Diseases
  12. I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts
    2025/05/25 by Jiayi Xin, Xin, Jiayi, Jie Peng +10 · 6 citations
    Computer Science · #Speech and dialogue systems
  13. Adaptive BDDC algorithms for the system arising from plane wave discretization of Helmholtz equations
    2018/01/26 by Jie Peng, Peng, Jie, Junxian Wang +3 · 1 citation
    Engineering · #65F10 #65N30 #65N55 #Advanced Numerical Methods in Computational Mathematics #Electromagnetic Simulation and Numerical Methods #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in engineering
  14. PathRL: An End-to-End Path Generation Method for Collision Avoidance via Deep Reinforcement Learning
    2023/10/20 by Wenhao Yu, Jie Peng, Yu, Wenhao +9 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO)
  15. On constructions and properties of (n,m)-functions with maximal number of bent components
    2019/05/25 by Lijing Zheng, Jie Peng, Zheng, Lijing +7 · 1 citation
    Computer Science · Engineering · #Coding theory and cryptography #Cryptographic Implementations and Security #FOS: Computer and information sciences #Information Theory (cs.IT) #graph theory and CDMA systems
  16. PFilter: Building Persistent Maps through Feature Filtering for Fast and Accurate LiDAR-based SLAM
    2022/08/31 by Duan, Yifan, Peng, Jie, Zhang, Yu +2 · 2 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  17. Minimal Binary Linear Codes from Vectorial Boolean Functions
    2022/08/08 by Yanjun Li, Jie Peng, Li, Yanjun +5 · 1 citation
    Computer Science · #Coding theory and cryptography #Cooperative Communication and Network Coding #Error Correcting Code Techniques #FOS: Computer and information sciences #Information Theory (cs.IT)
  18. TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics
    2025/02/05 by Yi Lü, Yi, Lu, Jie Peng +12 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  19. Harnessing Your DRAM and SSD for Sustainable and Accessible LLM Inference with Mixed-Precision and Multi-level Caching
    2024/10/17 by Peng, Jie, Cao, Zhang, Qu, Huaizhi +5 · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  20. Tuning-Free Accountable Intervention for LLM Deployment -- A Metacognitive Approach
    2024/03/08 by Zhen Tan, Jie Peng, Tan, Zhen +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  21. Minimal Ternary Linear Codes from Vectorial Functions
    2024/03/18 by Yanjun Li, Li, Yanjun, Haibin Kan +9 · 1 citation
    Computer Science · Engineering · #Coding theory and cryptography #Error Correcting Code Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #graph theory and CDMA systems
  22. Byzantine-Robust Decentralized Stochastic Optimization with Stochastic Gradient Noise-Independent Learning Error
    2023/08/10 by Peng, Jie, Li, Weiyu, Ling, Qing · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense
    2025/01/05 by Yang Ouyang, Ouyang, Yang, Hengfei Gu +13 · 2 citations
    Computer Science · #Physical Unclonable Functions (PUFs) and Hardware Security #Adversarial Robustness in Machine Learning #Cryptographic Implementations and Security
  24. Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network
    2024/07/25 by Yun, Sukwon, Peng, Jie, Trevino, Alexandro E. +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Mean Aggregator is More Robust than Robust Aggregators under Label Poisoning Attacks on Distributed Heterogeneous Data
    2024/04/21 by Jie Peng, Peng, Jie, Weiyu Li +3 · 1 citation
    Pharmacology, Toxicology and Pharmaceutics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pharmacy and Medical Practices
  26. MHRC: Closed-loop Decentralized Multi-Heterogeneous Robot Collaboration with Large Language Models
    2024/09/24 by Wenhao Yu, Jie Peng, Yu, Wenhao +9 · 1 citation
    Engineering · #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Robotics (cs.RO) #Robotics and Automated Systems
  27. Optimal Complexity in Byzantine-Robust Distributed Stochastic Optimization with Data Heterogeneity
    2025/03/20 by Shi, Qiankun, Peng, Jie, Yuan, Kun +2 · 2 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  28. Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference
    2025/05/19 by Luo, Shuqing, Li, Pingzhi, Peng, Jie +7 · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  29. Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design
    2025/04/02 by Zhang, Mohan, Li, Pingzhi, Peng, Jie +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)