Fajie Yuan
9 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Renaissance Researcher
(6)
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Research topics
Machine Learning
(6)
Core Methods
(4)
Artificial Intelligence
(3)
Data Science & Analytics
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Core AI
(3)
Generation
(2)
Learning Types
(2)
Models
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Keywords
structure prediction
(2)
protein language model
(2)
negative sampling
(2)
representation learning
(2)
word embedding
(2)
sequential recommendation
(2)
video generation
(1)
stochastic gradient descent
(1)
reinforcement learning
(1)
network pruning
(1)
wavelet transform
(1)
task-oriented dialogue
(1)
evolutionary analysis
(1)
ranking problem
(1)
attention mechanism
(1)
catastrophic forgetting
(1)
variational autoencoder
(1)
benchmark dataset
(1)
self-supervised learning
(1)
deep neural network
(1)
Papers
LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion Models
ICCV 2025
SaProt: Protein Language Modeling with Structure-aware Vocabulary
ICLR 2024
Exploring evolution-aware & -free protein language models as protein function predictors
NeurIPS 2022
Tenrec: A Large-scale Multipurpose Benchmark Dataset for Recommender Systems
NeurIPS 2022
A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models
AAAI 2021
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking
ACL 2021
Dynamic Item Block and Prediction Enhancing Block for Sequential Recommendation
IJCAI 2019
Approximating Word Ranking and Negative Sampling for Word Embedding
IJCAI 2018
Batch IS NOT Heavy: Learning Word Representations From All Samples
ACL 2018