Hongxin Hu
10 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(8)
Application Areas
(7)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Computer Science
(2)
Computer Vision
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Learning Types Β· Deep Learning
(2)
Processing
(2)
Systems
(2)
Security & Privacy
(1)
Keywords
data reconstruction attack
(2)
video streaming
(2)
latency reduction
(2)
adversarial robustness
(1)
batch normalization
(1)
cross-lingual transfer
(1)
knowledge distillation
(1)
multimodal learning
(1)
privacy preservation
(1)
video understanding
(1)
semantic representation
(1)
semantic alignment
(1)
query efficiency
(1)
feature representation
(1)
black-box attack
(1)
adaptive control
(1)
collaborative inference
(1)
generative adversarial network
(1)
multimodal large language model
(1)
chain-of-thought reasoning
(1)
Papers
From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning
CVPR 2025
HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection
EMNLP 2025
A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning
CVPR 2024
Hairpin: Rethinking Packet Loss Recovery in Edge-based Interactive Video Streaming
NSDI 2024
Enabling High Quality Real-Time Communications with Adaptive Frame-Rate
NSDI 2023
GAN You See Me? Enhanced Data Reconstruction Attacks against Split Inference
NeurIPS 2023
IMap: Fast and Scalable In-Network Scanning with Programmable Switches
NSDI 2022
Measuring Data Reconstruction Defenses in Collaborative Inference Systems
NeurIPS 2022
Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model
EMNLP 2022
CARTL: Cooperative Adversarially-Robust Transfer Learning
ICML 2021