22 citations · 34 across the 20 of their papers we have counts for
22 papers
Efficient Fuzzy PSI under One-Sided Assumptions
Xinpeng Yang, Meng Hao, Yanxue Jia +3
Fuzzy private set intersection (PSI) enables two parties to identify approximately matching elements between their input sets, where two elements are considered a match if their di…
Task-Aware Harness Provisioning for LLM Agents in Mission-Critical Infrastructure Operations
Liangtao Lin, Qingang Zhang, Zhaomeng Zhu +2
LLM agents have been widely adopted to operate mission-critical infrastructure (MCI). These agents normally rely on a harness that determines what information they can access, whic…
Efficient Fuzzy Private Set Intersection from Secret-shared OPRF
Xinpeng Yang, Meng Hao, Chenkai Weng +3
Private set intersection (PSI) enables a sender holding a set of size and a receiver holding a set of size to securely compute the intersection . Fuzzy PS…
SpecForge: A Flexible and Efficient Open-Source Training Framework for Speculative Decoding
Shenggui Li, Chao Wang, Yikai Zhu +14
Large language models incur high inference latency due to sequential autoregressive decoding. Speculative decoding alleviates this bottleneck by using a lightweight draft model to…
PromptTuner: SLO-Aware Elastic System for LLM Prompt Tuning
Wei Gao, Peng Sun, Dmitrii Ustiugov +2
Prompt tuning has become a prominent strategy for enhancing the performance of Large Language Models (LLMs) on downstream tasks. Many IT enterprises now offer Prompt-Tuning-as-a-Se…
SOPRAG: Multi-view Graph Experts Retrieval for Industrial Standard Operating Procedures
Liangtao Lin, Zhaomeng Zhu, Tianwei Zhang +1
Standard Operating Procedures (SOPs) are essential for ensuring operational safety and consistency in industrial environments. However, retrieving and following these procedures pr…