Weijian Li
12 papers · 2019–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(15)
π
Conference Polyglot
(7)
π
Academic Marathon
(5)
π
Century Club
(12)
π₯
Unstoppable
(6)
β‘
Prolific Year
(5)
Conferences
ICCV (3)
ECCV (2)
ICLR (2)
ICML (2)
AISTATS (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
attention mechanism
(2)
representation learning
(1)
object detection
(1)
named entity recognition
(1)
scene graph generation
(1)
decentralized optimization
(1)
graph representation
(1)
feature disentanglement
(1)
mutual information
(1)
time series forecasting
(1)
generalization error
(1)
multivariate time series
(1)
generalization bound
(1)
distributed stochastic gradient descent
(1)
graph attention network
(1)
theoretical guarantee
(1)
multivariate time series forecasting
(1)
communication topology
(1)
bias removal
(1)
traffic flow prediction
(1)
Papers
DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes
ICLR 2024
Multivariate Time Series Forecasting By Graph Attention Networks With Theoretical Guarantees
AISTATS 2024
BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model
ICML 2024
Outlier-Efficient Hopfield Layers for Large Transformer-Based Models
ICML 2024
STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction
ICLR 2024
DocTr: Document Transformer for Structured Information Extraction in Documents
ICCV 2023
Unsupervised Self-Driving Attention Prediction via Uncertainty Mining and Knowledge Embedding
ICCV 2023
Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate
NIPS 2022
Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization
ICCV 2021
Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images
ECCV 2020
Structured Landmark Detection via Topology-Adapting Deep Graph Learning
ECCV 2020
Attentive Relational Networks for Mapping Images to Scene Graphs
CVPR 2019