Yi Xie
20 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
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AAAI (6)
CVPR (4)
ECCV (2)
ICML (2)
INTERSPEECH (2)
NIPS (2)
EMNLP (1)
IJCAI (1)
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Research topics
Keywords
adversarial attack
(3)
knowledge distillation
(2)
graph neural network
(2)
deep neural network
(2)
domain adaptation
(2)
model compression
(2)
generative model
(2)
universal adversarial perturbation
(2)
adversarial robustness
(1)
self-supervised learning
(1)
model extraction attack
(1)
medical imaging
(1)
neural network compression
(1)
data augmentation
(1)
visual question answering
(1)
curriculum learning
(1)
neural tangent kernel
(1)
automatic speech recognition
(1)
computational complexity
(1)
network pruning
(1)
Papers
Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling
EMNLP 2025
Knowledge Bridger: Towards Training-Free Missing Modality Completion
CVPR 2025
A Multi-Region Brain Model to Elucidate the Role of Hippocampus in Spatially Embedded Decision-Making
ICML 2025
Enhancing Masked Time-Series Modeling via Dropping Patches
AAAI 2025
MSSDA: Multi-Sub-Source Domain Adaptation for Diabetic Foot Neuropathy Recognition
AAAI 2025
Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems
CVPR 2024
SAME: Sample Reconstruction against Model Extraction Attacks
AAAI 2024
Multi-Person Pose Forecasting with Individual Interaction Perceptron and Prior Learning
ECCV 2024
D3still: Decoupled Differential Distillation for Asymmetric Image Retrieval
CVPR 2024
Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants
INTERSPEECH 2023
Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout
AAAI 2023
Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image Retrieval
CVPR 2023
Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers
ICML 2023
Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks
NIPS 2022
Compute Cost Amortized Transformer for Streaming ASR
INTERSPEECH 2022
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN
ECCV 2022
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model
AAAI 2021
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models
IJCAI 2021
CHIP: CHannel Independence-based Pruning for Compact Neural Networks
NIPS 2021
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator
AAAI 2020