2 papers
cs.CL2026
LAMB: Latent Multi-Hypothesis Beliefs for Long-Horizon Large Language Agents
Peien Ding, Hui Li, Yuhan Liu +1
Long-horizon language agents require compact memories that retain interaction evidence while preserving competing hypotheses about unobserved states. Although effective, many belie…
cs.CV2026
RASR: Retrieval-Augmented Semantic Reasoning for Fake News Video Detection
Hui Li, Peien Ding, Jun Li +5
Multimodal fake news video detection is a crucial research direction for maintaining the credibility of online information. Existing studies primarily verify content authenticity b…