Junfeng Yang
30 papers · 2016–2026 · 11 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (60) π Conference Polyglot Β· Gold π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Triple Crown
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Keyword Champion
(2)
π§
Keyword Pioneer
π€
Dynamic Duo
(16)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Silver
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(163)
Venues
Top co-authors
Research topics
Machine Learning
(20)
Artificial Intelligence
(18)
Core AI
(18)
Learning Types Β· Machine Learning
(13)
Deep Learning
(12)
Application Areas
(8)
Learning Types Β· Deep Learning
(8)
Natural Language Processing
(7)
Models
(6)
Computer Science
(5)
Core Methods
(5)
Applications Β· Natural Language Processing
(4)
Optimization & Theory
(4)
Resources & Methods
(4)
Applications Β· Computer Science
(3)
Keywords
large language model
(5)
adversarial attack
(4)
out-of-distribution generalization
(4)
adversarial robustness
(4)
vision-language model
(3)
storage optimization
(2)
key-value store
(2)
visual recognition
(2)
spurious correlation
(2)
test-time adaptation
(2)
zero-shot learning
(2)
text rewriting
(2)
program analysis
(2)
domain generalization
(2)
model robustness
(2)
adversarial training
(2)
linux kernel
(2)
object recognition
(1)
information bottleneck
(1)
robustness
(1)
Papers
SeD-UD: An Influence-Driven and Hierarchically-Decoupled Information Bottleneck for Multimodal Intent Recognition
CVPR 2026
Diversity Helps Jailbreak Large Language Models
NAACL 2025
EditLord: Learning Code Transformation Rules for Code Editing
ICML 2025
Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization
ICML 2025
I Can Hear You: Selective Robust Training for Deepfake Audio Detection
ICLR 2025
Learning to Rewrite: Generalized LLM-Generated Text Detection
ACL 2025
Exploiting Code Symmetries for Learning Program Semantics
ICML 2024
GDA: Generalized Diffusion for Robust Test-time Adaptation
CVPR 2024
INViTE: INterpret and Control Vision-Language Models with Text Explanations
ICLR 2024
kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution
NeurIPS 2024
MGit: A Model Versioning and Management System
ICML 2024
RAFT: Realistic Attacks to Fool Text Detectors
EMNLP 2024
Raidar: geneRative AI Detection viA Rewriting
ICLR 2024
SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning
NeurIPS 2024
Towards a Theoretical Understanding of Why Local Search Works for Clustering with Fair-Center Representation
AAAI 2024
Chardonnay: Fast and General Datacenter Transactions for On-Disk Databases
OSDI 2023
Convolutional Visual Prompt for Robust Visual Perception
NeurIPS 2023
Doubly Right Object Recognition: A Why Prompt for Visual Rationales
CVPR 2023
Robust Perception through Equivariance
ICML 2023
Understanding Zero-shot Adversarial Robustness for Large-Scale Models
ICLR 2023
Causal Transportability for Visual Recognition
CVPR 2022
UPGRADVISOR: Early Adopting Dependency Updates Using Hybrid Program Analysis and Hardware Tracing
OSDI 2022
XRP: In-Kernel Storage Functions with eBPF
OSDI 2022
Adversarial Attacks Are Reversible With Natural Supervision
ICCV 2021
Generative Interventions for Causal Learning
CVPR 2021
Multitask Learning Strengthens Adversarial Robustness
ECCV 2020
Metric Learning for Adversarial Robustness
NeurIPS 2019
Efficient Formal Safety Analysis of Neural Networks
NeurIPS 2018
PanNet: A Deep Network Architecture for Pan-Sharpening
ICCV 2017
Shuffler: Fast and Deployable Continuous Code Re-Randomization
OSDI 2016