Chenglin Wu
11 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint
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Mega-Team Β· Squad
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Renaissance Researcher
(5)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(8)
Optimization & Theory
(5)
Natural Language Processing
(3)
Learning Types Β· Machine Learning
(3)
Deep Learning
(2)
Applications
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Keywords
large language model
(5)
semantic segmentation
(1)
simulated annealing
(1)
multi-task learning
(1)
information bottleneck
(1)
object detection
(1)
self-supervised learning
(1)
in-context learning
(1)
question answering
(1)
code generation
(1)
incremental learning
(1)
network pruning
(1)
neural architecture search
(1)
joint learning
(1)
image segmentation
(1)
software engineering
(1)
monte carlo tree search
(1)
model convergence
(1)
agentic workflow
(1)
deep reinforcement learning
(1)
Papers
AFlow: Automating Agentic Workflow Generation
ICLR 2025
Data Interpreter: An LLM Agent for Data Science
ACL 2025
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval
NAACL 2025
Improving Context Fidelity via Native Retrieval-Augmented Reasoning
EMNLP 2025
Self-Supervised Prompt Optimization
EMNLP 2025
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
ICLR 2024
RepAn: Enhanced Annealing through Re-parameterization
CVPR 2024
Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle
ICCV 2023
Neural Architecture Search With Representation Mutual Information
CVPR 2022
Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization
AAAI 2020
Multi-Task Collaborative Network for Joint Referring Expression Comprehension and Segmentation
CVPR 2020