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Shumin Deng — most-cited papers & profile · Computer Vision
← authors
·
overview
Shumin Deng
50
papers ·
10
citations ·
26
h-index
National University of Singapore · Capital Medical University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Dna-eval: Enhancing Large Language Model Evaluation Through Decomposition And Aggregation
2024 · 9 citations
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
2025 · 1 citations
How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities
2026
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
2026
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories
2026
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models
2026
StructMem: Structured Memory for Long-Horizon Behavior in LLMs
2026
From Data to Behavior: Predicting Unintended Model Behaviors Before Training
2026
ReLearn: Unlearning via Learning for Large Language Models
2025
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
2025
ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging
2025
Automating Steering for Safe Multimodal Large Language Models
2025
LookAhead Tuning: Safer Language Models via Partial Answer Previews
2025
Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction
2018
Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning
2019
Topics
cs.AI
cs.CL
cs.LG
cs.IR
Evaluation
cs.DB
Fine-Tuning
Safety & Alignment
Training Techniques
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