Fan Yu
15 papers · 2021–2025 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (33) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Century Club Β· Bronze
ποΈ
Keyword Collector
(73)
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(12)
Machine Learning
(6)
Speech & Audio
(5)
Architectures
(5)
Models
(5)
Recognition
(5)
Techniques
(5)
Artificial Intelligence
(4)
Core AI
(4)
Optimization & Theory Β· Machine Learning
(4)
Optimization & Theory Β· Deep Learning
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Analysis
(2)
Keywords
fisher information matrix
(3)
second-order optimization
(3)
automatic speech recognition
(3)
large language model
(3)
neural network optimization
(2)
physics-informed neural network
(2)
kronecker factorization
(2)
partial differential equation
(2)
neural network training
(2)
multimodal learning
(2)
deep neural network
(2)
character error rate
(2)
curvature approximation
(2)
natural gradient
(2)
connectionist temporal classification
(2)
speaker verification
(1)
transfer learning
(1)
manifold learning
(1)
stochastic gradient descent
(1)
visual tracking
(1)
Papers
Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration
AAAI 2025
ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
NeurIPS 2024
GMM-CoRegNet: A Multimodal Groupwise Registration Framework Based on Gaussian Mixture Model
MICCAI 2024
MaLa-ASR: Multimedia-Assisted LLM-Based ASR
Interspeech 2024
BA-SOT: Boundary-Aware Serialized Output Training for Multi-Talker ASR
Interspeech 2023
CASA-ASR: Context-Aware Speaker-Attributed ASR
Interspeech 2023
A Comparative Study on Speaker-attributed Automatic Speech Recognition in Multi-party Meetings
Interspeech 2022
A Universal PINNs Method for Solving Partial Differential Equations with a Point Source
IJCAI 2022
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering
ACL 2022
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations
NeurIPS 2022
A Trace-restricted Kronecker-Factored Approximation to Natural Gradient
AAAI 2021
EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo
ICCV 2021
SKFAC: Training Neural Networks With Faster Kronecker-Factored Approximate Curvature
CVPR 2021
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation
AAAI 2021
WeNet: Production Oriented Streaming and Non-Streaming End-to-End Speech Recognition Toolkit
Interspeech 2021