S Kevin Zhou

DefensiveKV: Taming the Fragility of KV Cache Eviction in LLM Inference

MedGMAE: Gaussian Masked Autoencoders for Medical Volumetric Representation Learning

Identify Critical KV Cache in LLM Inference from an Output Perturbation Perspective

U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking

NC-Bench and NCfold: A Benchmark and Closed-Loop Framework for RNA Non-Canonical Base-Pair Prediction

Slimming the Giant: Efficient Structured Pruning for Adapter-Tuned SAM

MAIG: Multi-agent system for Academic Illustration Generation based on deep search and reflection

Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement

Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference

Identify Critical KV Cache in LLM Inference from an Output Perturbation Perspective

Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams

PATTERN MATCHING-BASED OUT-OF-DISTRIBUTION DETECTION FOR MULTI-LABEL NODE CLASSIFICATION

Prototype-based Optimal Transport for Out-of-Distribution Detection

Contrastive Learning Via Equivariant Representation

LAMP: Large Model Pruning with Inter-Block Error Compensation