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SOFAI-LM: A Cognitive Architecture for Building Efficient and Reliable Reasoning Systems with LLMsVedant KhandelwalFrancesca Rossiet al.2026AAAI 2026
Efficient Decoding Methods for Language Models on Encrypted DataMatan AvitanMoran Baruchet al.2025IJCNLP-AACL 2025
Shift Happens: Mixture of Experts based Continual Adaptation in Federated LearningRahul BhopeJayaram Kr Kallapalayam Radhakrishnanet al.2025Middleware 2025
Samaritan: Linear-time Prover SNARK from New Multilinear Polynomial CommitmentsChaya GaneshSikhar Patranabiset al.2025AsiaCrypt 2025
APILOT: Improving the Security and Usability of LLM Code Suggestions via Outdated API MitigationWeiheng BaiKeyang Xuanet al.2025ACSAC 2025
Secure and Safe AI Agents for Big Data InfrastructuresBhavya BhavyaSai Sree Laya Chukkapalli2025Big Data 2025
Improved Range Searching And Range Emptiness Under FHE Using Copy-And-RecurseHayim ShaulEyal Kushnir2025CSCML 2025
Flick: Empowering Federated Learning with Commonsense KnowledgeRan ZhuMingkun Yanget al.2025NeurIPS 2025