Kangjie Zheng
6 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Architectures
(3)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Interdisciplinary
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Science
(1)
Understanding
(1)
Keywords
self-supervised learning
(2)
argument extraction
(1)
masked language model
(1)
dependency parsing
(1)
semantic analysis
(1)
text summarization
(1)
open information extraction
(1)
pretraining
(1)
maximum a posteriori
(1)
text modeling
(1)
positional encoding
(1)
pre-trained language model
(1)
protein language model
(1)
position encoding
(1)
molecular representation
(1)
semantic annotation
(1)
beam search
(1)
directed acyclic graph
(1)
molecular representation learning
(1)
graph neural network
(1)
Papers
ExLM: Rethinking the Impact of $\texttt[MASK]$ Tokens in Masked Language Models
ICML 2025
SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision
ICLR 2025
A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers
EMNLP 2024
ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling
ICML 2024
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective
ICML 2024
A Predicate-Function-Argument Annotation of Natural Language for Open-Domain Information eXpression
EMNLP 2020