Haotian Jiang
13 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Machine Learning
(6)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
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Core AI
(3)
Core Methods
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Computer Science
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
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Keywords
approximation theory
(2)
recurrent neural network
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attention mechanism
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transformer architecture
(1)
convex optimization
(1)
feature extraction
(1)
stochastic gradient descent
(1)
visual object tracking
(1)
multimodal learning
(1)
humor detection
(1)
video understanding
(1)
bird's eye view
(1)
object tracking
(1)
theoretical analysis
(1)
multi-view learning
(1)
error detection
(1)
time series modeling
(1)
submodular minimization
(1)
query complexity
(1)
sequence modeling
(1)
Papers
Automatic Funny Scene Extraction from Long-form Cinematic Videos
AAAI 2026
Hybrid Graph Mamba: Unlocking Non-Euclidean Potential for Accurate Polyp Segmentation
MICCAI 2025
MITracker: Multi-View Integration for Visual Object Tracking
CVPR 2025
Multi-task Screening for Cervical Diseases via Feature Routing and Asymmetric Distillation
MICCAI 2025
Refining Cervical Cell Classification with Cytological Knowledge and Optimal Attribute Descriptor Matching
MICCAI 2025
SMF-Net: Unlocking Multimodal Insights for Enhanced Stroke Lesion Segmentation
MICCAI 2025
Approximation Rate of the Transformer Architecture for Sequence Modeling
NeurIPS 2024
Differentially Private Synthetic Data via Foundation Model APIs 2: Text
ICML 2024
Parallel Submodular Function Minimization
NeurIPS 2023
Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity
NeurIPS 2022
On the approximation properties of recurrent encoder-decoder architectures
ICLR 2022
Saiyan: Design and Implementation of a Low-power Demodulator for LoRa Backscatter Systems
NSDI 2022
Approximation Theory of Convolutional Architectures for Time Series Modelling
ICML 2021