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cs.LG2026
FragFlex: Fragment-Based Flexible Molecular Generation for Exploring Vast Chemical Space
Sihyun Park, David Ryan Koes
Drug discovery requires efficient exploration of an astronomically large chemical space. Molecular graph diffusion models offer a promising approach to this task, but many require…
cs.IR2026
Geometric Gain Graph: Zero-Token Graph Construction for Multi-Hop RAG
Zeliang Li, Xiaofen Xing, Kailing Guo +2
Existing Retrieval-Augmented Generation (RAG) systems struggle with multi-hop reasoning due to a fundamental inability to balance relevance and novelty. Traditional dense retriever…
cs.CL2026
MERRY: Semantically Decoupled Evaluation of Multimodal Emotional and Role Consistencies of Role-Playing Agents
Zhenyu Wang, Xiaofen Xing, Yirong Chen +1
Multimodal Role-Playing Agents (MRPAs) are attracting increasing attention due to their ability to deliver more immersive multimodal emotional interactions. However, existing studi…