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Hongbin Liu

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1398 citations
    #cs.CL #cs.AI
  2. Robotic Tactile Perception of Object Properties: A Review
    2017/11/10 by Shan Luo, João Bimbo, Luo, Shan +5 · 12 citations
    Engineering · Neuroscience · #Advanced Sensor and Energy Harvesting Materials #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics (cs.RO) #Tactile and Sensory Interactions
  3. Visual Hallucinations of Multi-modal Large Language Models
    2024/02/22 by Wen Huang, Huang, Wen, Hongbin Liu +5 · 24 citations
    Computer Science · #Digital Media Forensic Detection #Anomaly Detection Techniques and Applications
  4. EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning
    2021/08/25 by Hongbin Liu, Liu, Hongbin, Jinyuan Jia +5 · 7 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
  5. AudioMarkBench: Benchmarking Robustness of Audio Watermarking
    2024/06/11 by Hongbin Liu, Moyang Guo, Liu, Hongbin +7 · 14 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  6. End-to-End Quantum Simulation of a Chemical System
    2024/09/09 by Wim van Dam, Hongbin Liu, van Dam, Wim +17 · 1 voice · 3 citations
    Computer Science · Physics and Astronomy · #FOS: Physical sciences #Laser-Matter Interactions and Applications #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph) #quant-ph
  7. ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding
    2024/07/28 by Zhen Chen, Zongming Zhang, Chen, Zhen +13 · 10 citations
    Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging in Medicine #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics (cs.RO)
  8. Enhancing Prompt Injection Attacks to LLMs via Poisoning Alignment
    2024/10/18 by Zhujun Shao, Shao, Zedian, Hongbin Liu +5 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback
    2024/02/15 by Henry W. Sprueill, Carl N. Edwards, Sprueill, Henry W. +15 · 6 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
  10. CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning
    2022/11/15 by Jinghuai Zhang, Hongbin Liu, Zhang, Jinghuai +5 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery
    2025/01/20 by Guankun Wang, Bai Long, Wang, Guankun +29 · 13 citations
    Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy Labels
    2024/09/09 by Qingyao Tian, Tian, Qingyao, Zhen Chen +11 · 9 citations
    Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning
    2022/01/15 by Yupei Liu, Jinyuan Jia, Liu, Yupei +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  14. Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning
    2022/07/25 by Xinlei He, He, Xinlei, Hongbin Liu +4 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  15. SurgPLAN: Surgical Phase Localization Network for Phase Recognition
    2023/11/16 by Xingjian Luo, You Pang, Luo, Xingjian +11 · 6 citations
    Medicine · #Surgical Simulation and Training
  16. Classification of electronic structures and state preparation for quantum computation of reaction chemistry
    2024/09/13 by Maximilian Mörchen, Guang Hao Low, Mörchen, Maximilian +9 · 1 voice · 5 citations
    Physics and Astronomy · #Advanced Chemical Physics Studies #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Spectroscopy and Quantum Chemical Studies #physics.chem-ph #physics.comp-ph
  17. LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point Clouds
    2023/08/19 by Zhenrong Zhang, Zhang, Zhenrong, Jianan Liu +9 · 3 citations
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Video Surveillance and Tracking Methods
  18. Multidimensional Separations for Protein/Peptide Analysis in the Post-Genomic Era
    2002/04/01 by Hongbin Liu, Dayin Lin, John R. Yates · 1 citation
  19. Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training
    2025/07/07 by Song Lai, Hongyun Zhao, Lai, Song +22 · 12 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Multimodal Machine Learning Applications
  20. Advancing Dense Endoscopic Reconstruction with Gaussian Splatting-driven Surface Normal-aware Tracking and Mapping
    2025/01/31 by Yiming Huang, Beilei Cui, Huang, Yiming +13 · 8 citations
    Computer Science · Medicine · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical Imaging and Spectroscopy Techniques #Robotics (cs.RO)
  21. Scalable Training of Mixture-of-Experts Models with Megatron Core
    2026/03/08 by Zijie Yan, Hongxiao Bai, Xin Yao +42 · 3 voices · 2 citations
    #cs.DC #cs.CL #cs.LG
  22. PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning
    2022/05/13 by Hongbin Liu, Jinyuan Jia, Liu, Hongbin +3 · 2 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees
    2023/03/03 by Jinghuai Zhang, Zhang, Jinghuai, Jinyuan Jia +5 · 2 citations
    Computer Science · Environmental Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  24. EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy
    2024/06/19 by Long Bai, Tong Chen, Bai, Long +23 · 4 citations
    Medicine · #Colorectal Cancer Screening and Detection
  25. Macrobend optical sensing for pose measurement in soft robot arms
    2015/11/06 by Sina Sareh, Yohan Noh, Min Li +3 · 1 citation
    Engineering · #Soft Robotics and Applications #Advanced Surface Polishing Techniques #Robot Manipulation and Learning
  26. Transforming Surgical Interventions with Embodied Intelligence for Ultrasound Robotics
    2024/06/18 by Huan Xu, Jinlin Wu, Xu, Huan +9 · 3 citations
    Engineering · #Anatomy and Medical Technology #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics (cs.RO)
  27. On the Federated Learning Framework for Cooperative Perception
    2024/04/26 by Zhenrong Zhang, Jianan Liu, Zhang, Zhenrong +11 · 2 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Big Data and Digital Economy #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Machine Learning (cs.LG)
  28. Acceleration without Disruption: DFT Software as a Service
    2024/06/17 by Fusong Ju, Xinran Wei, Ju, Fusong +29 · 2 citations
    Computer Science · #Distributed and Parallel Computing Systems
  29. 10 Security and Privacy Problems in Large Foundation Models
    2021/10/28 by Jinyuan Jia, Hongbin Liu, Jia, Jinyuan +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  30. SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference
    2024/09/19 by Zhen Chen, Xingjian Luo, Chen, Zhen +13 · 2 citations
    Physics and Astronomy · Medicine · #Advanced X-ray Imaging Techniques #Nuclear Physics and Applications #Advanced MRI Techniques and Applications
  31. Mudjacking: Patching Backdoor Vulnerabilities in Foundation Models
    2024/02/22 by Hongbin Liu, Michael K. Reiter, Liu, Hongbin +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing
  32. PANS: Probabilistic Airway Navigation System for Real-time Robust Bronchoscope Localization
    2024/07/08 by Qingyao Tian, Zhe Chen, Tian, Qingyao +11 · 2 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Nasal Surgery and Airway Studies #Sinusitis and nasal conditions
  33. Electronic structure simulations in the cloud computing environment
    2024/10/21 by Eric J. Bylaska, Ajay Panyala, Nicholas P. Bauman +29 · 1 voice · 1 citation
    Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Quantum and electron transport phenomena #Semiconductor materials and devices
  34. VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons
    2024/05/14 by Zhen Chen, Xingjian Luo, Chen, Zhen +13 · 2 citations
    Health Professions · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Global Health Workforce Issues #Medical Education and Admissions #Nursing Roles and Practices
  35. Progressive Curriculum Learning with Scale-Enhanced U-Net for Continuous Airway Segmentation
    2024/10/24 by Bingyu Yang, Yang, Bingyu, Qingyao Tian +11 · 1 citation
    Engineering · Medicine · #Advanced Chemical Sensor Technologies #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  36. Automatically Generating Visual Hallucination Test Cases for Multimodal Large Language Models
    2024/10/15 by Zhongye Liu, Liu, Zhongye, Hongbin Liu +7 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies
  37. Force Sensing Guided Artery-Vein Segmentation via Sequential Ultrasound Images
    2024/07/31 by Yimeng Geng, Geng, Yimeng, Gaofeng Meng +11 · 2 citations
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Cardiac Imaging and Diagnostics #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
  38. Action-Conditioned World Model for Goal Plane Probe Guidance in Robotic Ultrasound
    2026/07/24 by Siqi Fan, Mingcong Chen, Ran Liu +5
    #cs.RO
  39. Learning-based Hierarchical Tracheal Anatomy Understanding from Sparse Surgical Demonstration Annotations for Ultrasound Robots
    2026/07/24 by Hiu Ching Cheung, Wenchao Yue, Zhengran Han +4
    #eess.IV #cs.CV #cs.RO