1 citations · 1 across the 8 of their papers we have counts for
8 papers
Direct Causation in International Humanitarian Law and the Challenge of AI-Mediated Civilian Cyber Operations
Alice Saito, Harold Godsoe, Phan Xuan Tan
International humanitarian law protects civilians from direct attack unless and for such time as they take direct part in hostilities, with the ICRC's 2009 Interpretive Guidance op…
Gender Bias in LLM Hiring Decisions: Evidence from a Japanese Context and Evaluation of Mitigation Strategies
Serena A. Hoffstedde, Machiko Hirota, Akshara Nadayanur Sathis Kanna +4
Large language models (LLMs) are increasingly deployed in hiring workflows, yet most research on gender bias in LLM hiring decisions has focused on English-language, Western-format…
Internal vs. External: Comparing Deliberation and Evolution for Multi-Agent Constitutional Design
Hershraj Niranjani, Ujwal Kumar, Phan Xuan Tan
Multi-agent AI systems need behavioral constitutions, but it is unresolved whether such rules should emerge internally through agent self-governance or be discovered externally thr…
Evolving Interpretable Constitutions for Multi-Agent Coordination
Ujwal Kumar, Alice Saito, Hershraj Niranjani +2
Constitutional AI has focused on single-model alignment using fixed principles. However, multi-agent systems create novel alignment challenges through emergent social dynamics. We…
Memorization Control in Diffusion Models from Denoising-centric Perspective
Thuy Phuong Vu, Mai Viet Hoang Do, Minhhuy Le +2
Controlling memorization in diffusion models is critical for applications that require generated data to closely match the training distribution. Existing approaches mainly focus o…
Annotating the Chain-of-Thought: A Behavior-Labeled Dataset for AI Safety
Antonio-Gabriel Chacón Menke, Phan Xuan Tan, Eiji Kamioka
Recent work has highlighted the importance of monitoring chain-of-thought reasoning for AI safety; however, current approaches that analyze textual reasoning steps can miss subtle…
Region in Context: Text-condition Image editing with Human-like semantic reasoning
Thuy Phuong Vu, Dinh-Cuong Hoang, Minhhuy Le +1
Recent research has made significant progress in localizing and editing image regions based on text. However, most approaches treat these regions in isolation, relying solely on lo…
How Effective Is Constitutional AI in Small LLMs? A Study on DeepSeek-R1 and Its Peers
Antonio-Gabriel Chacón Menke, Phan Xuan Tan
Recent incidents highlight safety risks in Large Language Models (LLMs), motivating research into alignment methods like Constitutional AI (CAI). This paper explores CAI's self-cri…