Jie Zheng
5 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Deep Learning
(2)
Machine Learning
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Applications
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Research
(1)
Keywords
unsupervised learning
(1)
contrastive learning
(1)
natural language generation
(1)
text generation
(1)
multimodal learning
(1)
label disambiguation
(1)
multiple instance learning
(1)
program analysis
(1)
semantic similarity
(1)
knowledge graph
(1)
variational autoencoder
(1)
retrieval-augmented generation
(1)
sentence embedding
(1)
negative sampling
(1)
knowledge discovery
(1)
semantic text similarity
(1)
biomedical language model
(1)
momentum contrast
(1)
large language model
(1)
prompt-based generation
(1)
Papers
Lifting Optimized Binaries to Canonical Compiler IR via Structure-Aware Retrieval and Iterative Verification
ACL 2026
A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification
AAAI 2024
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
ACL 2024
Prompt-based Generation of Natural Language Explanations of Synthetic Lethality for Cancer Drug Discovery
COLING 2024
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding
ACL 2022