Jingxuan He
13 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 🏆 Grand Slam 👑 Triple Crown
🗃️
Keyword Collector
(69)
❓
The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Core AI
(7)
Application Areas
(5)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Computer Science
(3)
Applications
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Analysis
(2)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(5)
adversarial attack
(3)
contrastive learning
(2)
code generation
(2)
benchmark evaluation
(1)
multi-task learning
(1)
post-training quantization
(1)
domain adaptation
(1)
semantic segmentation
(1)
code completion
(1)
weakly supervised learning
(1)
text generation
(1)
transfer learning
(1)
instruction tuning
(1)
distribution shift
(1)
formal verification
(1)
program analysis
(1)
projected gradient descent
(1)
feature learning
(1)
model quantization
(1)
Papers
BaxBench: Can LLMs Generate Correct and Secure Backends?
ICML 2025
Black-Box Adversarial Attacks on LLM-Based Code Completion
ICML 2025
Mind the Gap: A Practical Attack on GGUF Quantization
ICML 2025
Position: Formal Mathematical Reasoning—A New Frontier in AI
ICML 2025
Shaping a Stabilized Video by Mitigating Unintended Changes for Concept-Augmented Video Editing
IJCAI 2025
Exploiting LLM Quantization
NeurIPS 2024
Instruction Tuning for Secure Code Generation
ICML 2024
Masked Collaborative Contrast for Weakly Supervised Semantic Segmentation
WACV 2024
Progressive Feature Self-Reinforcement for Weakly Supervised Semantic Segmentation
AAAI 2024
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation
ICLR 2024
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents
NeurIPS 2024
On Distribution Shift in Learning-based Bug Detectors
ICML 2022
TFix: Learning to Fix Coding Errors with a Text-to-Text Transformer
ICML 2021