Showing 1–20 of 29 results
/ Date/ Name
Jul 3, 2021Byzantine-robust Federated Learning through Spatial-temporal Analysis of Local Model UpdatesMar 29, 2022Auditing Privacy Defenses in Federated Learning via Generative Gradient LeakageAug 29, 2024Analyzing Inference Privacy Risks Through Gradients in Machine LearningSep 30, 2025Judging with Confidence: Calibrating Autoraters to Preference DistributionsFeb 21, 2023Speech Privacy Leakage from Shared Gradients in Distributed LearningFeb 27, 2025Towards Statistical Factuality Guarantee for Large Vision-Language ModelsAug 21, 2023Split Learning for Distributed Collaborative Training of Deep Learning Models in Health InformaticsOct 10, 2024Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented GenerationMar 4, 2020Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition SystemsJun 1, 2023Reconstruction Distortion of Learned Image Compression with Imperceptible PerturbationsNov 3, 2023SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check ConsistencyJan 6, 2024Transferable Learned Image Compression-Resistant Adversarial PerturbationsFeb 26, 2025A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search AlgorithmMar 13, 2025SCE: Scalable Consistency Ensembles Make Blackbox Large Language Model Generation More ReliableApr 23, 2025Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive BenchmarkOct 31, 2023Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human SupervisionJan 4, 2024DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language ModelsMay 20, 2024Alkaline earth metal mediated inter-molecular magnetism in perfluorocubane dimers and chainsSep 11, 2024Exploring User-level Gradient Inversion with a Diffusion PriorFeb 17, 2024SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization