2 papers
cs.LG2026
CertBind from Multimodal Connectivity to Certifiable Retrieval Decisions
Shuheng Cao, Zhenhao Zhang, Ruiqi Chen +7
Lightweight connectors make frozen multimodal encoders composable at the representation level. Deployment exposes a second problem at the level of task decisions. A connected route…
cs.CL2026
Every Act Has Its Price: Compressed Moral Composition in Frontier LLMs
Weijia Zhang, Ruiqi Chen, Yunze Xiao +1
Existing LLM moral benchmarks usually ask which isolated moral act, value, or foundation a model prefers. This is useful but incomplete. Realistic judgments often require a model t…