Shumin Deng
- Papers
- 27
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Authored papers
27SkillX: Automatically Constructing Skill Knowledge Bases for Agents
arXiv 2026
SkillNet: Create, Evaluate, and Connect AI Skills
arXiv 2026
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
arXiv 2026
Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
arXiv 2026
From Data to Behavior: Predicting Unintended Model Behaviors Before Training
arXiv 2026
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
arXiv 2025
ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark
arXiv 2025
LightMem: Lightweight and Efficient Memory-Augmented Generation
arXiv 2025
OceanGym: A Benchmark Environment for Underwater Embodied Agents
arXiv 2025
Automating Steering for Safe Multimodal Large Language Models
arXiv 2025
ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging
arXiv 2025
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
arXiv 2025
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
arXiv 2025
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
arXiv 2024
FlipAttack: Jailbreak LLMs via Flipping
arXiv 2024
Agent Planning with World Knowledge Model
arXiv 2024
Knowledge Circuits in Pretrained Transformers
arXiv 2024
Exploring Model Kinship for Merging Large Language Models
arXiv 2024
KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection
arXiv 2024
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal
ICCV 2023 1
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
arXiv 2023
When Do Program-of-Thoughts Work for Reasoning?
arXiv 2023
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
arXiv 2023
Reasoning with Language Model Prompting: A Survey
arXiv 2022
Multimodal Analogical Reasoning over Knowledge Graphs
arXiv 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting
COLING 2022 10
Molecular Contrastive Learning with Chemical Element Knowledge Graph
arXiv 2021
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