Hailong Sun
11 papers · 2016–2026 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24)
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Topic Evolution
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Century Club · Bronze
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Renaissance Researcher
(6)
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Keyword Collector
(60)
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Learning Types
(6)
Core AI
(5)
Deep Learning
(2)
Core Methods
(2)
Computer Science
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Robotics
(1)
Security & Privacy
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Keywords
adversarial learning
(1)
adversarial robustness
(1)
probabilistic modeling
(1)
neural network security
(1)
data poisoning
(1)
variational inference
(1)
backdoor defense
(1)
data augmentation
(1)
text-to-image generation
(1)
model merging
(1)
theoretical analysis
(1)
label noise
(1)
label aggregation
(1)
annotator reliability
(1)
machine teaching
(1)
backdoor attack
(1)
adversarial attack
(1)
black-box attack
(1)
poisoning attack
(1)
active learning
(1)
Papers
Attribution Analysis-based Concept Alignment: A Human-in-the-loop Data Debugging Framework
AAAI 2026
Backdoor Defense via Enhanced Splitting and Trap Isolation
ICCV 2025
CABS: Conflict-Aware and Balanced Sparsification for Enhancing Model Merging
ICML 2025
UICOMPASS: UI Map Guided Mobile Task Automation via Adaptive Action Generation
EMNLP 2025
Black-Box Data Poisoning Attacks on Crowdsourcing
IJCAI 2023
Adversarial Learning from Crowds
AAAI 2022
Teaching Active Human Learners
AAAI 2021
Structured Probabilistic End-to-End Learning from Crowds
IJCAI 2020
On the Cost Complexity of Crowdsourcing
IJCAI 2018
Don’t Get Caught in the Cold, Warm-up Your JVM: Understand and Eliminate JVM Warm-up Overhead in Data-Parallel Systems
OSDI 2016
Incorporating External Knowledge into Crowd Intelligence for More Specific Knowledge Acquisition
IJCAI 2016