Lifeng Zhou
5 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(3)
Computer Vision
(2)
Core Methods
(2)
Learning Types
(2)
Computer Science
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Domain-Specific
(1)
Foundations
(1)
Learning Paradigms
(1)
Keywords
submodular optimization
(1)
zero-shot learning
(1)
adversarial robustness
(1)
few-shot learning
(1)
path planning
(1)
scene understanding
(1)
image retrieval
(1)
object detection
(1)
relation extraction
(1)
information extraction
(1)
prompt engineering
(1)
named entity recognition
(1)
document information extraction
(1)
visual grounding
(1)
object localization
(1)
cross-modal retrieval
(1)
scene graph
(1)
language grounding
(1)
adversarial attack
(1)
approximation algorithm
(1)
Papers
DocIE@XLLM25: UIEPrompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt
ACL 2025
Cross-Modal Denoising: A Novel Training Paradigm for Enhancing Speech-Image Retrieval
Interspeech 2024
Dynamic Adversarial Attacks on Autonomous Driving Systems
RSS 2024
Context-Aware Entity Grounding with Open-Vocabulary 3D Scene Graphs
CoRL 2023
Robust Multiple-Path Orienteering Problem: Securing Against Adversarial Attacks
RSS 2020