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
From Data to Behavior: Predicting Unintended Model Behaviors Before Training
arXiv 2026
Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
arXiv 2026
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
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
arXiv 2025
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
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
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
arXiv 2023
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal
ICCV 2023 1
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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