Junkai Chen
7 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ⭐ Rising Star (5)
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Prolific Year
(5)
Conferences
ACL (4)
ICML (2)
CVPR (1)
Top co-authors
Keywords
reinforcement learning
(1)
benchmark evaluation
(1)
curriculum learning
(1)
attention mechanism
(1)
multimodal learning
(1)
confidence calibration
(1)
model safety
(1)
machine unlearning
(1)
scene graph
(1)
multimodal large language model
(1)
large vision-language model
(1)
security evaluation
(1)
hallucination detection
(1)
object hallucination
(1)
code agent
(1)
multi-head attention
(1)
secure coding
(1)
large language model
(1)
patch generation
(1)
visual information enrichment
(1)
Papers
SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios
ACL 2026
SeCuRepair: Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework
ACL 2026
Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens
CVPR 2025
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models
ACL 2025
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
ICML 2025
Fast Large Language Model Collaborative Decoding via Speculation
ICML 2025
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
ACL 2025