Jiaji Huang
15 papers · 2015–2025 · 10 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (45) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🧭
Keyword Pioneer
📈
Trend Setter
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
⚡
Prolific Year · Productive
🗃️
Keyword Collector
(81)
Venues
Top co-authors
Research topics
Machine Learning
(11)
Core Methods
(9)
Deep Learning
(7)
Artificial Intelligence
(6)
Natural Language Processing
(5)
Core AI
(5)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(4)
Optimization & Theory · Machine Learning
(3)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Generation
(2)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Keywords
deep neural network
(2)
bilingual lexicon induction
(2)
neural language model
(2)
representation learning
(2)
word embedding
(2)
hubness problem
(2)
transfer learning
(1)
data augmentation
(1)
variational inference
(1)
machine translation
(1)
large margin
(1)
speech recognition
(1)
automatic speech recognition
(1)
task generalization
(1)
feature learning
(1)
gaussian process
(1)
speech analysis
(1)
manifold regularization
(1)
mutual information
(1)
document representation
(1)
Papers
PROXSPARSE: REGULARIZED LEARNING OF SEMI-STRUCTURED SPARSITY MASKS FOR PRETRAINED LLMS
ICML 2025
W-CTC: a Connectionist Temporal Classification Loss with Wild Cards
ICLR 2022
DiffWave: A Versatile Diffusion Model for Audio Synthesis
ICLR 2021
Exploiting a Zoo of Checkpoints for Unseen Tasks
NeurIPS 2021
Exploring Long Tail Visual Relationship Recognition With Large Vocabulary
ICCV 2021
Isotropy in the Contextual Embedding Space: Clusters and Manifolds
ICLR 2021
On Attention Redundancy: A Comprehensive Study
NAACL 2021
Disfluencies and Fine-Tuning Pre-Trained Language Models for Detection of Alzheimer’s Disease
Interspeech 2020
Improving Bilingual Lexicon Induction for Low Frequency Words
EMNLP 2020
Hubless Nearest Neighbor Search for Bilingual Lexicon Induction
ACL 2019
Large Margin Neural Language Model
EMNLP 2018
LDMNet: Low Dimensional Manifold Regularized Neural Networks
CVPR 2018
Topic Compositional Neural Language Model
AISTATS 2018
Discriminative Robust Transformation Learning
NeurIPS 2015
Geometry-Aware Deep Transform
ICCV 2015