Junfeng Yao
22 papers · 2015–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (43) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
π€
Dynamic Duo
(15)
π
Renaissance Researcher
(5)
β‘
Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(94)
Top co-authors
Research topics
Machine Learning
(14)
Deep Learning
(9)
Core Methods
(8)
Artificial Intelligence
(7)
Core AI
(7)
Natural Language Processing
(6)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(5)
Applications
(4)
Architectures
(3)
Models
(3)
Computer Vision
(2)
Application Areas
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Keywords
graph neural network
(4)
neural network
(2)
in-context learning
(2)
continual learning
(1)
temporal modeling
(1)
sentiment analysis
(1)
feature learning
(1)
knowledge distillation
(1)
machine translation
(1)
data augmentation
(1)
code generation
(1)
neural machine translation
(1)
multimodal learning
(1)
emotion recognition
(1)
supervised learning
(1)
knowledge transfer
(1)
gaussian splatting
(1)
class imbalance
(1)
synthetic data generation
(1)
catastrophic forgetting
(1)
Papers
Benchmarking and Learning Real-World Customer Service Dialogue
ACL 2026
MGD:Mesh-guided Gaussians with Diffusion Priors for Dynamic Objects Reconstruction from Monocular RGB-D Video
AAAI 2026
AGCL: Aspect Graph Construction and Learning for Aspect-level Sentiment Classification
COLING 2025
Learnable Infinite Taylor Gaussian for Dynamic View Rendering
CVPR 2025
Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models
ACL 2025
SimRP: Syntactic and Semantic Similarity Retrieval Prompting Enhances Aspect Sentiment Quad Prediction
AAAI 2025
Supervised Exploratory Learning for Long-Tailed Visual Recognition
ICCV 2025
A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models
EMNLP 2024
EmoTrans: Emotional Transition-based Model for Emotion Recognition in Conversation
COLING 2024
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal
ACL 2024
SurgicalGaussian: Deformable 3D Gaussians for High-Fidelity Surgical Scene Reconstruction
MICCAI 2024
Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing
ACL 2024
LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning
AAAI 2023
Revisiting Non-Autoregressive Translation at Scale
ACL 2023
A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues
IJCAI 2021
Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings
EMNLP 2021
Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning
AAAI 2021
A Context-Aware Topic Model for Statistical Machine Translation
ACL 2015
Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation
EMNLP 2015
Discriminative Reordering Model Adaptation via Structural Learning
IJCAI 2015
Graph-Based Collective Lexical Selection for Statistical Machine Translation
EMNLP 2015
Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition
EMNLP 2015