Kening Zheng
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
benchmark evaluation
(1)
multimodal learning
(1)
confidence calibration
(1)
model safety
(1)
machine unlearning
(1)
scene graph
(1)
multimodal large language model
(1)
feed-forward network
(1)
visual token
(1)
key-value memory
(1)
relation hallucination
(1)
factual alignment
(1)
confidence-based mitigation
(1)
uncertainty
(1)
hallucinations
(1)
Papers
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
ICML 2025
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models
ACL 2025
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
ACL 2025
Refiner: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities
EMNLP 2024