Ziye Chen
7 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(3)
Applications
(3)
Core Methods
(3)
Computer Vision
(2)
Analysis
(2)
Architectures
(2)
Bayesian & Probabilistic
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Keywords
person re-identification
(2)
deep metric learning
(2)
variational inference
(2)
topic modeling
(2)
neural network
(2)
lane detection
(1)
autonomous driving
(1)
neural architecture search
(1)
hierarchical clustering
(1)
low-rank approximation
(1)
stick-breaking process
(1)
document analysis
(1)
tree structure
(1)
attention map
(1)
kernel generation
(1)
abstract syntax tree
(1)
natural language to code
(1)
dynamic convolution
(1)
graph neural network
(1)
hierarchical topic
(1)
Papers
Learning from Near-Misses: Error-Aware Contrastive Few-Shot Learning for NL2Formula
ACL 2026
Generating Dynamic Kernels via Transformers for Lane Detection
ICCV 2023
Not All Operations Contribute Equally: Hierarchical Operation-Adaptive Predictor for Neural Architecture Search
ICCV 2021
Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference
ACL 2021
Compressed Self-Attention for Deep Metric Learning
AAAI 2020
Compressed Self-Attention for Deep Metric Learning with Low-Rank Approximation
IJCAI 2020
Neural Mixed Counting Models for Dispersed Topic Discovery
ACL 2020