Hongbin Liu
24 papers · 2021–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
🗺️ Taxonomy Completionist (36) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🌈
Renaissance Researcher
(8)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Prolific
🚀
Conference Pioneer
💎
Century Club · Bronze
🗃️
Keyword Collector
(79)
Top co-authors
Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(8)
Deep Learning
(7)
Computer Vision
(5)
Learning Types · Machine Learning
(5)
Optimization & Theory
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Security & Privacy
(2)
Analysis
(2)
Architectures
(2)
Domain-Specific
(2)
Privacy
(2)
Keywords
adversarial perturbation
(4)
adversarial robustness
(3)
large language model
(2)
multimodal large language model
(2)
certified robustness
(2)
randomized smoothing
(2)
image restoration
(2)
domain generalization
(1)
data poisoning
(1)
contrastive learning
(1)
visual question answering
(1)
speech synthesis
(1)
multimodal learning
(1)
point cloud
(1)
motion deblurring
(1)
posterior estimation
(1)
bayesian inference
(1)
theoretical analysis
(1)
motion blur
(1)
test-time adaptation
(1)
Papers
Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection
ACL 2026
Multimodal Causality-Driven Representation Learning for Generalizable Medical Image Segmentation
CVPR 2026
Bayesian Test-Time Adaptation for Vision-Language Models
CVPR 2025
Endo-4DGX: Robust Endoscopic Scene Reconstruction and Illumination Correction with Gaussian Splatting
MICCAI 2025
EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-training
MICCAI 2025
F2PASeg: Feature Fusion for Pituitary Anatomy Segmentation in Endoscopic Surgery
MICCAI 2025
LP-Diff: Towards Improved Restoration of Real-World Degraded License Plate
CVPR 2025
MedICL: In-Context Learning for Semantically Enhanced AKI Prediction in Cardiac Surgery
MICCAI 2025
Reconstructing 3D Hand-Instrument Interaction from a Single 2D Image in Medical Scenes
MICCAI 2025
A Dataset and Model for Realistic License Plate Deblurring
IJCAI 2024
AudioMarkBench: Benchmarking Robustness of Audio Watermarking
NeurIPS 2024
CHEMREASONER: Heuristic Search over a Large Language Model’s Knowledge Space using Quantum-Chemical Feedback
ICML 2024
Data Poisoning based Backdoor Attacks to Contrastive Learning
CVPR 2024
EchoMEN: Combating Data Imbalance in Ejection Fraction Regression via Multi-Expert Network
MICCAI 2024
EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy
MICCAI 2024
Force Sensing Guided Artery-Vein Segmentation via Sequential Ultrasound Images
MICCAI 2024
PANS: Probabilistic Airway Navigation System for Real-time Robust Bronchoscope Localization
MICCAI 2024
Transforming Surgical Interventions with Embodied Intelligence for Ultrasound Robotics
MICCAI 2024
Visual Hallucinations of Multi-modal Large Language Models
ACL 2024
PointCert: Point Cloud Classification With Deterministic Certified Robustness Guarantees
CVPR 2023
Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations
ICLR 2022
Semi-Leak: Membership Inference Attacks against Semi-Supervised Learning
ECCV 2022
On the Intrinsic Differential Privacy of Bagging
IJCAI 2021
PointGuard: Provably Robust 3D Point Cloud Classification
CVPR 2021