Trap of Feature Diversity in the Learning of MLPs
Paper • 2112.00980 • Published • 2
Dongrui Liu
shenqiorient
AI & ML interests
Trustworthy AI
Recent Activity
upvoted a paper about 14 hours ago
ATBench: A Diverse and Realistic Trajectory Benchmark for Long-Horizon Agent Safety upvoted a paper 24 days ago
OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data upvoted a paper about 1 month ago
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training
and DeploymentOrganizations
authored 20
papers about 2 months ago
MLP Can Be A Good Transformer Learner
Paper • 2404.05657 • Published • 1
Derail Yourself: Multi-turn LLM Jailbreak Attack through Self-discovered Clues
Paper • 2410.10700 • Published • 3
Refining Alignment Framework for Diffusion Models with Intermediate-Step Preference Ranking
Paper • 2502.01667 • Published
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning
Paper • 2410.06664 • Published • 1
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
Paper • 2505.19509 • Published • 7
RiOSWorld: Benchmarking the Risk of Multimodal Compter-Use Agents
Paper • 2506.00618 • Published • 1
Demystifying Reasoning Dynamics with Mutual Information: Thinking Tokens are Information Peaks in LLM Reasoning
Paper • 2506.02867 • Published • 2
IS-Bench: Evaluating Interactive Safety of VLM-Driven Embodied Agents in Daily Household Tasks
Paper • 2506.16402 • Published • 1
The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs
Paper • 2507.11097 • Published • 64
X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Multi-Turn Jailbreaks without Compromising Usability
Paper • 2502.09990 • Published • 1
SafeWork-R1: Coevolving Safety and Intelligence under the AI-45$^{\circ}$ Law
Paper • 2507.18576 • Published • 10
Frontier AI Risk Management Framework in Practice: A Risk Analysis Technical Report
Paper • 2507.16534 • Published • 9
A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence
Paper • 2507.21046 • Published • 85
LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint
Paper • 2502.16770 • Published • 1
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey
Paper • 2412.02104 • Published
Conditional Advantage Estimation for Reinforcement Learning in Large Reasoning Models
Paper • 2509.23962 • Published • 5
Beyond External Monitors: Enhancing Transparency of Large Language Models for Easier Monitoring
Paper • 2502.05242 • Published
ExGRPO: Learning to Reason from Experience
Paper • 2510.02245 • Published • 82
Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents
Paper • 2509.26354 • Published • 18