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Khanduri, Prashant

  1. A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum
    2021/02/15 by Prashant Khanduri, Siliang Zeng, Khanduri, Prashant +9 · 15 citations
    Computer Science · Engineering · Medicine · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Pancreatic and Hepatic Oncology Research
  2. Not All Tokens Are Meant to Be Forgotten
    2025/06/03 by Xiangyu Zhou, Yao Qiang, Zhou, Xiangyu +9 · 3 voices · 2 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Big Data and Digital Economy
  3. An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine Learning
    2023/08/01 by Yihua Zhang, Prashant Khanduri, Zhang, Yihua +9 · 12 citations
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  4. Learning to Poison Large Language Models for Downstream Manipulation
    2024/02/21 by Zhou, Xiangyu, Qiang, Yao, Zade, Saleh Zare +4 · 11 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization
    2021/12/23 by Zhang, Yihua, Zhang, Guanhua, Khanduri, Prashant +3 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
    2021/06/19 by Prashant Khanduri, Khanduri, Prashant, Pranay Sharma +11 · 5 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques
  7. Byzantine-Robust Decentralized Federated Learning
    2024/06/14 by Minghong Fang, Fang, Minghong, Zifan Zhang +11 · 9 citations
    Computer Science · #Cryptography and Security (cs.CR) #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  8. AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation
    2023/08/28 by Li, Chengyin, Khanduri, Prashant, Qiang, Yao +3 · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Hijacking Large Language Models via Adversarial In-Context Learning
    2023/11/16 by Xiangyu Zhou, Zhou, Xiangyu, Qiang Yao +5 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  10. GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation
    2023/11/19 by Rafi Ibn Sultan, Sultan, Rafi Ibn, Chengyin Li +9 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Automated Road and Building Extraction #Video Surveillance and Tracking Methods
  11. Anarchic Federated Learning
    2021/08/23 by Yang, Haibo, Zhang, Xin, Khanduri, Prashant +1 · 1 citation
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  12. DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization
    2022/12/05 by Qiu, Peiwen, Li, Yining, Liu, Zhuqing +5 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  13. INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks
    2022/07/27 by Zhuqing Liu, Xin Zhang, Liu, Zhuqing +7 · 1 citation
    Computer Science · Medicine · Neuroscience · #Cerebrospinal fluid and hydrocephalus #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Spinal Dysraphism and Malformations
  14. Interpretability-Aware Vision Transformer
    2023/09/14 by Qiang, Yao, Li, Chengyin, Khanduri, Prashant +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT Images
    2022/10/06 by Li, Chengyin, Qiang, Yao, Sultan, Rafi Ibn +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  16. A Doubly Stochastically Perturbed Algorithm for Linearly Constrained Bilevel Optimization
    2025/04/06 by Khanduri, Prashant, Tsaknakis, Ioannis, Zhang, Yihua +2 · 2 citations
    #FOS: Mathematics #Optimization and Control (math.OC)
  17. Understanding Server-Assisted Federated Learning in the Presence of Incomplete Client Participation
    2024/05/04 by Hai‐Bo Yang, Yang, Haibo, Peiwen Qiu +7 · 1 citation
    Computer Science · Social Sciences · #Access Control and Trust #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  18. Byzantine Resilient Non-Convex SVRG with Distributed Batch Gradient Computations
    2019/12/10 by Prashant Khanduri, Khanduri, Prashant, Saikiran Bulusu +5 · 2 citations
    Computer Science · #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  19. MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training
    2024/11/23 by Li, Chengyin, Zhu, Hui, Sultan, Rafi Ibn +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering