Tianqi Wang
12 papers · 2018–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (20) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze 𧬠Topic Evolution
π
Keyword Champion
ποΈ
Keyword Collector
(74)
β
The Questioner
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(5)
Learning Types
(4)
Deep Learning
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Speech & Audio
(2)
Analysis Β· Computer Vision
(2)
Analysis Β· Speech & Audio
(2)
Architectures
(2)
Research
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Keywords
mild cognitive impairment
(3)
continual learning
(1)
feature space
(1)
semi-supervised learning
(1)
natural language processing
(1)
text classification
(1)
object detection
(1)
attention mechanism
(1)
knowledge distillation
(1)
speech recognition
(1)
autonomous driving
(1)
class-incremental learning
(1)
automatic speech recognition
(1)
clinical speech analysis
(1)
catastrophic forgetting
(1)
3d object detection
(1)
multi-view perception
(1)
decision boundary
(1)
consistency regularization
(1)
contrastive learning
(1)
Papers
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning
IJCAI 2025
RIFNet: Bridging Modalities for Accurate and Detailed Ocular Disease Analysis
MICCAI 2025
DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving
AAAI 2024
Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning
ICML 2024
Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding
AAAI 2024
Weighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification
ACL 2023
Scale-Equivalent Distillation for Semi-Supervised Object Detection
CVPR 2022
Does Lexical Retrieval Deteriorate in Patients with Mild Cognitive Impairment? Analysis of Brain Functional Network Will Tell
Interspeech 2020
Inject Rubrics into Short Answer Grading System
EMNLP 2019
Towards the Speech Features of Early-Stage Dementia: Design and Application of the Mandarin Elderly Cognitive Speech Database
Interspeech 2019
Towards the Speech Features of Mild Cognitive Impairment: Universal Evidence from Structured and Unstructured Connected Speech of Chinese
Interspeech 2019
Acoustic Features Associated with Sustained Vowel and Continuous Speech Productions by Chinese Children with Functional Articulation Disorders
Interspeech 2018